14 CREATING A GROUP AND RUNNING A PROJECT
In this chapter, we will discuss how you actually complete network studies within a company. We will cover how you build a group and how you run a project.
Typical Steps to Complete a Network Design Study
In a typical project, you are likely to run into problems with the data as well as organizational challenges of working on a project that impacts many people within a firm. To get a network design study done, you need to treat it as a project and manage it as you would manage any complex project within a company. Of course, there are elements unique to a network design study. In this section, we will cover the typical steps that you want to include in your network design project plan. Broadly, any network design project can be broken into five main steps or phases:
· 1. Model scoping and data collection phase
· 2. Data analysis and validation phase
· 3. Baseline development and validation phase
· 4. What-if scenario analysis
· 5. Final conclusion and development of recommendations
Each step is critical and has its own specific purpose. It is important for the project team to go through all the phases, irrespective of the scope and complexity of the supply chain being analyzed or the amount of time available to complete the analysis.
Step 1: Model Scoping and Data Collection
Before you start any project, it is important to first understand the questions that are to be answered and the associated parts of the supply chain that may be impacted. This step may seem trivial and is often overlooked, but it is very important to have a clear understanding of what decisions are being made, and which parts of the supply chain are open to change and which parts are not. In this phase of the project, you are applying the lessons learned from Chapter 12, “The Art of Modeling,” and specifically the section “Understanding the Supply Chain.”
For a retailer that recently acquired another retail company, the key questions are likely to be:
· ■ What is the optimal combined distribution network that minimizes logistics costs and maximizes service to stores and customers?
· ■ Which existing distribution center locations are redundant and can be closed?
· ■ What is the best way to distribute products to the newly combined store network?
For a consumer-products company that is looking to develop their long-term manufacturing strategy to support growth, the questions would be similar to the following:
· ■ Should we expand existing plants or build new plants? If so, where and when?
· ■ Which products should we manufacture internally and for which products should we use contract manufacturers?
· ■ Is there an opportunity to source products across various regions?
These are just two distinct examples; every supply chain network design study will have a different scope.
What is the same between all projects however is that it is critical that you get everyone on the team to agree to the scope and questions the optimization will ...
A Data Warehouse And Business Intelligence ApplicationKate Subramanian
The document outlines a project to develop a real-time fraud detection system for banking transactions by capturing functional and non-functional requirements, including system capabilities, interfaces, performance needs, security requirements, and an overall design architecture. The goal is to help banks identify fraudulent transactions in real-time through analyzing banking data and transactions based on pre-defined rules to flag suspicious activity and prevent financial losses from fraud.
Unit 1-Data Science Process Overview.pptxAnusuya123
The document outlines the six main steps of the data science process: 1) setting the research goal, 2) retrieving data, 3) data preparation, 4) data exploration, 5) data modeling, and 6) presentation and automation. It focuses on describing the data preparation step, which involves cleansing data of errors, integrating data from multiple sources, and transforming data into a usable format through techniques like data cleansing, transformations, and integration.
This document provides an overview of a course on business intelligence. It discusses how BI allows people at all levels of organizations to access, interact with, and analyze data to manage business operations more efficiently. The course aims to develop advanced business users with a deep understanding of business needs and good technical knowledge. It covers BI and social analytics in the first part and process modeling in the second part. The document also provides examples of how BI has helped companies in supply chain management, vaccine distribution, and beverage sales to improve operations through predictive and prescriptive analytics.
This document discusses patterns for successful data migration projects. It faces challenges such as unknown legacy data, data quality issues, limited resources and time constraints. The patterns presented are:
1. Develop with Production Data - Use real legacy data from the start to uncover corner cases and improve understanding of data semantics.
2. Migrate along Domain Partitions - Divide migration into independent parts like customers then orders to make it manageable and allow early verification.
3. Measure Migration Quality - Define metrics to quantify migration quality and ensure they are regularly calculated to prevent unnoticed data corruption and avoid downtime.
The document discusses data mining and data warehousing. It describes data mining as a technique that enables companies to discover patterns and relationships in data with a high degree of accuracy. Typical tasks for data mining include predicting customer responses, identifying opportunities for cross-selling products, and detecting fraud. The document also discusses why companies build marketing data warehouses - to more efficiently and profitably serve customers by integrating customer data from various sources and analyzing purchase histories. Key considerations for ensuring success include having the right support team, quantifying benefits, and prioritizing deliverables in a phased approach.
The document discusses data warehousing and data warehouse design. It explains that a data warehouse consolidates data from multiple sources to support business analysis and decision making. It describes two common approaches to data warehouse design - the normalized approach developed by Bill Inmon and the dimensional approach developed by Ralph Kimball. The dimensional approach structures data into facts and dimensions to build star schema data marts for improved performance and quicker benefits.
This document provides 10 tips for optimizing SQL Server performance, with the main tips being to establish a performance baseline before making changes, determine clear goals for optimization, and limit changes between benchmarks to isolate the effects of individual changes. Benchmarking against an established baseline helps identify abnormal behavior and measure the impact of performance improvements. The tips are meant to provide a process for using performance data to identify and address specific performance issues.
A Data Warehouse And Business Intelligence ApplicationKate Subramanian
The document outlines a project to develop a real-time fraud detection system for banking transactions by capturing functional and non-functional requirements, including system capabilities, interfaces, performance needs, security requirements, and an overall design architecture. The goal is to help banks identify fraudulent transactions in real-time through analyzing banking data and transactions based on pre-defined rules to flag suspicious activity and prevent financial losses from fraud.
Unit 1-Data Science Process Overview.pptxAnusuya123
The document outlines the six main steps of the data science process: 1) setting the research goal, 2) retrieving data, 3) data preparation, 4) data exploration, 5) data modeling, and 6) presentation and automation. It focuses on describing the data preparation step, which involves cleansing data of errors, integrating data from multiple sources, and transforming data into a usable format through techniques like data cleansing, transformations, and integration.
This document provides an overview of a course on business intelligence. It discusses how BI allows people at all levels of organizations to access, interact with, and analyze data to manage business operations more efficiently. The course aims to develop advanced business users with a deep understanding of business needs and good technical knowledge. It covers BI and social analytics in the first part and process modeling in the second part. The document also provides examples of how BI has helped companies in supply chain management, vaccine distribution, and beverage sales to improve operations through predictive and prescriptive analytics.
This document discusses patterns for successful data migration projects. It faces challenges such as unknown legacy data, data quality issues, limited resources and time constraints. The patterns presented are:
1. Develop with Production Data - Use real legacy data from the start to uncover corner cases and improve understanding of data semantics.
2. Migrate along Domain Partitions - Divide migration into independent parts like customers then orders to make it manageable and allow early verification.
3. Measure Migration Quality - Define metrics to quantify migration quality and ensure they are regularly calculated to prevent unnoticed data corruption and avoid downtime.
The document discusses data mining and data warehousing. It describes data mining as a technique that enables companies to discover patterns and relationships in data with a high degree of accuracy. Typical tasks for data mining include predicting customer responses, identifying opportunities for cross-selling products, and detecting fraud. The document also discusses why companies build marketing data warehouses - to more efficiently and profitably serve customers by integrating customer data from various sources and analyzing purchase histories. Key considerations for ensuring success include having the right support team, quantifying benefits, and prioritizing deliverables in a phased approach.
The document discusses data warehousing and data warehouse design. It explains that a data warehouse consolidates data from multiple sources to support business analysis and decision making. It describes two common approaches to data warehouse design - the normalized approach developed by Bill Inmon and the dimensional approach developed by Ralph Kimball. The dimensional approach structures data into facts and dimensions to build star schema data marts for improved performance and quicker benefits.
This document provides 10 tips for optimizing SQL Server performance, with the main tips being to establish a performance baseline before making changes, determine clear goals for optimization, and limit changes between benchmarks to isolate the effects of individual changes. Benchmarking against an established baseline helps identify abnormal behavior and measure the impact of performance improvements. The tips are meant to provide a process for using performance data to identify and address specific performance issues.
THE CIO PLAYBOOK NINE STEPS CIOS MUST TAKE FOR SUCCESSFUL DIVESTITUREAbhishek Sood
The document provides a 9-step playbook for CIOs to ensure successful IT divestitures. It begins with conducting a thorough review of the transition services agreement to understand requirements. A cross-functional team is then formed to manage the IT aspects. A top-down, process-centric approach is recommended over a bottom-up data focus. Automated tools and methodologies are emphasized to reduce risks and costs. Testing is iterative to identify issues early. The post-delivery transition is also planned to support requirements after handover. Danger signs of past failed divestitures are outlined to avoid.
The company is experiencing rapid growth and needs more space and storage for equipment, employees, and data. A data warehouse is proposed to analyze collected client data in real-time and provide accurate results. The warehouse would support business intelligence through OLAP to improve strategies and decision making. Expanding to additional floors is recommended to accommodate more employees and growth. Operations involve collecting various data on customers and businesses through surveys, websites, and other means. Limited operations occur overseas through outsourcing to reduce costs and increase revenue.
This presentation was provided by Daniel Calto of Elsevier during the NISO virtual conference, Research Information Systems: The Connections Enabling Collaboration, held on August 16, 2017.
Data science in demand planning - when the machine is not enoughTristan Wiggill
A presentation by Calven van der Byl BCom Economics and Statistics, BCom Honours Mathematical Statistics, Masters Mathematical Statistics, Inventory Optimization Demand Planning Manager, DSV, South Africa.
Delivered during SAPICS 2016, a leading event for supply chain professionals, held in Sun City, South Africa.
Demand Planning is a complex, yet often de-emphasized function in the supply chain planning function. The demand planning function is often characterized by an over-reliance on off the shelf software as well as a great deal of manual intervention. This presentation will outline the current developments and perspective in big data analytics and how they can be leveraged with the demand planning function to improve forecasting agility and efficiency. A simulation study will be presented in order to illustrate these principles in practice.
Whitepaper:Barriers to Effective and Strategic SPM CompensationIconixx
Learn best practice principles to anticipate barriers to SPM compensation. The five most common activation missteps are addressed, and practical recommendations are made to avoid them. The strategic approach outlined in this report will reduce the challenges encountered after activation and will help save time and money.
This document discusses defining business requirements for a data warehouse. It explains that requirements for a data warehouse are different than for operational systems because usage of a data warehouse is unpredictable. It introduces the concept of information packages to help define requirements. Information packages identify key measurements and relevant business dimensions to analyze the measurements along. Defining business dimensions and their hierarchies is important for determining requirements and developing the data warehouse.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
19
Database Systems
October 17, 2016
Contents
I. Database System Overview 3
1. Context 3
2. Database System Goals and Objectives Statement 4
3. How the proposed Database System addresses the Business Problems? 4
4. How the Proposed Systems aligns to the Mission Statement and Strategic Goals of the Organization? 5
5. Mission and Goals of the Retail Store 6
6. Conclusion 7
II. Entity Relationship Model 8
1. Relational Database Proposal for online Retail Shop 8
2. ER Model and Relational Model 9
3. Converting ER Diagram to Relational Model 14
4. ER Tables Normalization 17
III. Structured Query Language (SQL) Scripts 18
IV. Database Administration Plan 19
V. Future Database System Implementation Plan 20
VI. References 21
Database System Overview
Database management systems or DBMS is a technology of retrieving and storing users’ data with utmost efficiency and appropriate security measures. The retail store Company is experiencing increased growth in the recent weeks. The customers expressed their interest in purchasing their products electronically. The Company’s website is simple, but it is not clear, if the Company,is in a position, of receiving online purchases. The Company aims at eventually integrating to online purchasingusing the current order entry system. This research project gives a description of the general business environment of the retail store Company. Referencing database objectives, statements, and system goals. Included is a narrative discussing how the proposed DBS addresses the current organization problem.
Context
Development of the retail store online could provide a lucrative alternative increase in sales by attracting customers, meeting the needs of the organization, and market expansion. However, conducting an online retail store creates some environmental considerations. The general business environment defines the external and internal factors that influence the Company’s operating situation. The business environment includes suppliers, clients, competitors, technology, government activities, and laws.(Elmasri & Navathe, Fundamentals of Fourth Edition Database Systems, 2005)
Database System Goals and Objectives Statement
Objectives and goals define what the database project will accomplish or the value of the database project to the business. Database designers should keep in mind six aims during the design of any database system. First, provide a mass storage of the relevant data. Second, protect data from unauthorized access. Such as, in the current database system of the retail store, allows promotional, and discountsof products, when not authorized. Third, the database system must aim at allowing growth. Some of the orders in the retail store, is not available, when required. Fourth, data systems should aim at making access of the order, easy access to the users of the system. Fifth, a database system should eliminate redundant data and allow many users to access to the database simultaneously. ...
Practice best Data warehousing interview questions and answers for the best preparation of the data warehousing interview. these interview questions are very popular and asked various times in data warehousing interview.
The document discusses best practices for collecting software project data including defining a process for collection, storage, and review of data to ensure integrity. It emphasizes personally interacting with data sources to clarify information, establishing a central repository, and normalizing data for later analysis and calibration of estimation models. The checklist provides guidance on reviewing various aspects of the data collection to validate completeness and accuracy.
Business ProcessesMenu PageHere is a list of the topics you .docxhumphrieskalyn
Business Processes
Menu Page
Here is a list of the topics you will cover in this lesson. Select a topic to navigate to that screen.
· Lesson Overview
· Topic 01: What Is a Business Process?
· Topic 02: Business Process Modeling
· Topic 03: Business Processes and Information Systems
· Topic 04: Business Process Management
· Lesson Summary
The Business Process
Overview
Everything that you do involves a process. Think about the process steps required to make a peanut butter and jelly sandwich. Can you list and test them? Are you sure it is most efficient way to make the sandwich?
In this lesson, you will learn about processes, how to improve existing ones, and how information systems are created from process models. Business process engineering is used in organizations to improve process models and, ultimately, information systems.
After this lesson, you will be able to go into a retail store, look at all the products, and visualize the processes it took to get them there. You may also improve your process for making a peanut butter and jelly sandwich.
What Is a Business Process?
Introduction
Have you ever stopped in a grocery store, looked around, and wondered where everything came from? An integrated series of processes allowed all the products, equipment, and information systems to come together at that one spot where business is transacted. These business processes allow organizations to provide the goods and services that you may take for granted each day. This topic explains business processes and gives examples.
This topic supports the following objectives:
· Give examples of business processes
· Explain the relationship between business processes and information systems
What Is a Business Process?
A business process is a series of steps that defines how something is done. A process can also be referred to as an activity during which a series of related activities allows inputs to be changed into outputs.
Every task in an organization can be shown to be a process. It is important for business professionals to be able to look at the tasks they complete and to be able to identify the processes associated with them. They can then relate these processes to the information systems they use.
Example of a Business Process
A high-level process for a grocery store might include the following activities:
· Inventory existing stock
· Order needed products
· Receive products ordered
· Process and put stock out for sale
· Sell products
· Dispose of bad products
Continuing the Business Process Example
Each of the activities discussed earlier can be broken down further into subprocesses or a series of steps until you reach the lowest level at which the steps can be divided.
After processes have been broken down, information technology staff members create a process model to outline the components of an information system based on these processes.
This is how information systems are created based on business processes such as the grocery store exa ...
The document discusses the process of analyzing client requirements for a new system. This includes gathering information from clients, clarifying needs, structuring requirements, and confirming with clients that all functional, quality, and other needs have been identified correctly and fall within the project scope. The key steps are analyzing the information gathered, documenting the requirements, and obtaining final sign-off from stakeholders to finalize the requirements document.
Data mining involves extracting hidden predictive information from large databases. It uses techniques like neural networks, decision trees, visualization, and link analysis. The data mining process involves exploration of the data, building and validating models, and deploying the results. Popular data mining software packages include R, which is open source and flexible, and SAS Enterprise Miner, which has an easy to use interface and supports a variety of techniques.
Data mining is the process of extracting hidden predictive information from large databases to help companies understand their data. It involves collecting, storing, accessing, and analyzing data to identify patterns and trends. Common data mining techniques include neural networks, decision trees, visualization, link analysis, and clustering. The overall process involves exploration of the data, building and validating predictive models, and deploying the results. Popular data mining software packages include R, RapidMiner, SAS Enterprise Miner, and SPSS Modeler due to their ease of use, flexibility, and variety of algorithms.
Load testing involves testing a web application under heavy user loads to determine its performance capabilities and identify bottlenecks. The key steps of load testing include: 1) identifying critical usage scenarios and performance metrics, 2) designing workload models to simulate real user loads, and 3) running tests at increasing loads while measuring performance metrics. Analyzing the results helps determine if performance meets objectives and identifies areas for improvement. The goal is to ensure applications can handle anticipated peak user loads.
The document discusses defining the scope of a project through establishing objectives and boundaries. It emphasizes reaching agreement with stakeholders on what is included in and excluded from the project scope. A clear understanding of the scope is important for planning, budgeting, and managing the project successfully.
ERP and Related Technologies
Business Processing Reengineering(BPR), Data Warehousing, Data Mining, On-line Analytical Processing(OLAP), Supply Chain Management (SCM),
Customer Relationship Management(CRM), Electronic Data Interchange (EDI)
1. Analyze the case and determine the factors that have made KFC a s.docxaulasnilda
1. Analyze the case and determine the factors that have made KFC a successful global business.
2. Why are cultural factors so important to KFC’s sales success in India and China?
3. Spot the cultural factors in India that go against KFC’s original recipe.
4. Why did Kentucky Fried Chicken change its name to KFC?
5. What PESTEL factors contributed to KFC’s positioning?
6. How does the SWOT analysis of KFC affect the future of KFC?
Points to be considered:
1. Please follow 6th edition of the APA Format.
2. On separate page, the word "Abstract,' centered on paper followed by 75-100 word overview.
3. References needs to be Peer Reviewed Articles.
4. This assignment should be 15-20 pages excluding the title and reference pages. The paper should contain at least one graph, figure, chart, or table.
5. Please use the questions as Headings for the topics in the Paper.
I have attached the case study document below.
.
1. A.Discuss how the concept of health has changed over time. B.Di.docxaulasnilda
1. A.Discuss how the concept of "health" has changed over time. B.Discuss how the concept has evolved to include wellness, illness, and overall well-being. C.How has health promotion changed over time? D.Why is it important that nurses implement health promotion interventions based on evidence-based practice?
2. A.Compare and contrast the three different levels of health promotion (primary, secondary, tertiary). B.Discuss how the levels of prevention help determine educational needs for a patient.
.
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The document provides a 9-step playbook for CIOs to ensure successful IT divestitures. It begins with conducting a thorough review of the transition services agreement to understand requirements. A cross-functional team is then formed to manage the IT aspects. A top-down, process-centric approach is recommended over a bottom-up data focus. Automated tools and methodologies are emphasized to reduce risks and costs. Testing is iterative to identify issues early. The post-delivery transition is also planned to support requirements after handover. Danger signs of past failed divestitures are outlined to avoid.
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This presentation was provided by Daniel Calto of Elsevier during the NISO virtual conference, Research Information Systems: The Connections Enabling Collaboration, held on August 16, 2017.
Data science in demand planning - when the machine is not enoughTristan Wiggill
A presentation by Calven van der Byl BCom Economics and Statistics, BCom Honours Mathematical Statistics, Masters Mathematical Statistics, Inventory Optimization Demand Planning Manager, DSV, South Africa.
Delivered during SAPICS 2016, a leading event for supply chain professionals, held in Sun City, South Africa.
Demand Planning is a complex, yet often de-emphasized function in the supply chain planning function. The demand planning function is often characterized by an over-reliance on off the shelf software as well as a great deal of manual intervention. This presentation will outline the current developments and perspective in big data analytics and how they can be leveraged with the demand planning function to improve forecasting agility and efficiency. A simulation study will be presented in order to illustrate these principles in practice.
Whitepaper:Barriers to Effective and Strategic SPM CompensationIconixx
Learn best practice principles to anticipate barriers to SPM compensation. The five most common activation missteps are addressed, and practical recommendations are made to avoid them. The strategic approach outlined in this report will reduce the challenges encountered after activation and will help save time and money.
This document discusses defining business requirements for a data warehouse. It explains that requirements for a data warehouse are different than for operational systems because usage of a data warehouse is unpredictable. It introduces the concept of information packages to help define requirements. Information packages identify key measurements and relevant business dimensions to analyze the measurements along. Defining business dimensions and their hierarchies is important for determining requirements and developing the data warehouse.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
You have started your asset finance systems implementation. What are the typical pain points ahead? In this third of three articles. Richmond Consulting Group looks at three areas that will need attention if the journey is to be a smooth one!
We welcome comments and would be happy to help you get your project off to a good start.
19
Database Systems
October 17, 2016
Contents
I. Database System Overview 3
1. Context 3
2. Database System Goals and Objectives Statement 4
3. How the proposed Database System addresses the Business Problems? 4
4. How the Proposed Systems aligns to the Mission Statement and Strategic Goals of the Organization? 5
5. Mission and Goals of the Retail Store 6
6. Conclusion 7
II. Entity Relationship Model 8
1. Relational Database Proposal for online Retail Shop 8
2. ER Model and Relational Model 9
3. Converting ER Diagram to Relational Model 14
4. ER Tables Normalization 17
III. Structured Query Language (SQL) Scripts 18
IV. Database Administration Plan 19
V. Future Database System Implementation Plan 20
VI. References 21
Database System Overview
Database management systems or DBMS is a technology of retrieving and storing users’ data with utmost efficiency and appropriate security measures. The retail store Company is experiencing increased growth in the recent weeks. The customers expressed their interest in purchasing their products electronically. The Company’s website is simple, but it is not clear, if the Company,is in a position, of receiving online purchases. The Company aims at eventually integrating to online purchasingusing the current order entry system. This research project gives a description of the general business environment of the retail store Company. Referencing database objectives, statements, and system goals. Included is a narrative discussing how the proposed DBS addresses the current organization problem.
Context
Development of the retail store online could provide a lucrative alternative increase in sales by attracting customers, meeting the needs of the organization, and market expansion. However, conducting an online retail store creates some environmental considerations. The general business environment defines the external and internal factors that influence the Company’s operating situation. The business environment includes suppliers, clients, competitors, technology, government activities, and laws.(Elmasri & Navathe, Fundamentals of Fourth Edition Database Systems, 2005)
Database System Goals and Objectives Statement
Objectives and goals define what the database project will accomplish or the value of the database project to the business. Database designers should keep in mind six aims during the design of any database system. First, provide a mass storage of the relevant data. Second, protect data from unauthorized access. Such as, in the current database system of the retail store, allows promotional, and discountsof products, when not authorized. Third, the database system must aim at allowing growth. Some of the orders in the retail store, is not available, when required. Fourth, data systems should aim at making access of the order, easy access to the users of the system. Fifth, a database system should eliminate redundant data and allow many users to access to the database simultaneously. ...
Practice best Data warehousing interview questions and answers for the best preparation of the data warehousing interview. these interview questions are very popular and asked various times in data warehousing interview.
The document discusses best practices for collecting software project data including defining a process for collection, storage, and review of data to ensure integrity. It emphasizes personally interacting with data sources to clarify information, establishing a central repository, and normalizing data for later analysis and calibration of estimation models. The checklist provides guidance on reviewing various aspects of the data collection to validate completeness and accuracy.
Business ProcessesMenu PageHere is a list of the topics you .docxhumphrieskalyn
Business Processes
Menu Page
Here is a list of the topics you will cover in this lesson. Select a topic to navigate to that screen.
· Lesson Overview
· Topic 01: What Is a Business Process?
· Topic 02: Business Process Modeling
· Topic 03: Business Processes and Information Systems
· Topic 04: Business Process Management
· Lesson Summary
The Business Process
Overview
Everything that you do involves a process. Think about the process steps required to make a peanut butter and jelly sandwich. Can you list and test them? Are you sure it is most efficient way to make the sandwich?
In this lesson, you will learn about processes, how to improve existing ones, and how information systems are created from process models. Business process engineering is used in organizations to improve process models and, ultimately, information systems.
After this lesson, you will be able to go into a retail store, look at all the products, and visualize the processes it took to get them there. You may also improve your process for making a peanut butter and jelly sandwich.
What Is a Business Process?
Introduction
Have you ever stopped in a grocery store, looked around, and wondered where everything came from? An integrated series of processes allowed all the products, equipment, and information systems to come together at that one spot where business is transacted. These business processes allow organizations to provide the goods and services that you may take for granted each day. This topic explains business processes and gives examples.
This topic supports the following objectives:
· Give examples of business processes
· Explain the relationship between business processes and information systems
What Is a Business Process?
A business process is a series of steps that defines how something is done. A process can also be referred to as an activity during which a series of related activities allows inputs to be changed into outputs.
Every task in an organization can be shown to be a process. It is important for business professionals to be able to look at the tasks they complete and to be able to identify the processes associated with them. They can then relate these processes to the information systems they use.
Example of a Business Process
A high-level process for a grocery store might include the following activities:
· Inventory existing stock
· Order needed products
· Receive products ordered
· Process and put stock out for sale
· Sell products
· Dispose of bad products
Continuing the Business Process Example
Each of the activities discussed earlier can be broken down further into subprocesses or a series of steps until you reach the lowest level at which the steps can be divided.
After processes have been broken down, information technology staff members create a process model to outline the components of an information system based on these processes.
This is how information systems are created based on business processes such as the grocery store exa ...
The document discusses the process of analyzing client requirements for a new system. This includes gathering information from clients, clarifying needs, structuring requirements, and confirming with clients that all functional, quality, and other needs have been identified correctly and fall within the project scope. The key steps are analyzing the information gathered, documenting the requirements, and obtaining final sign-off from stakeholders to finalize the requirements document.
Data mining involves extracting hidden predictive information from large databases. It uses techniques like neural networks, decision trees, visualization, and link analysis. The data mining process involves exploration of the data, building and validating models, and deploying the results. Popular data mining software packages include R, which is open source and flexible, and SAS Enterprise Miner, which has an easy to use interface and supports a variety of techniques.
Data mining is the process of extracting hidden predictive information from large databases to help companies understand their data. It involves collecting, storing, accessing, and analyzing data to identify patterns and trends. Common data mining techniques include neural networks, decision trees, visualization, link analysis, and clustering. The overall process involves exploration of the data, building and validating predictive models, and deploying the results. Popular data mining software packages include R, RapidMiner, SAS Enterprise Miner, and SPSS Modeler due to their ease of use, flexibility, and variety of algorithms.
Load testing involves testing a web application under heavy user loads to determine its performance capabilities and identify bottlenecks. The key steps of load testing include: 1) identifying critical usage scenarios and performance metrics, 2) designing workload models to simulate real user loads, and 3) running tests at increasing loads while measuring performance metrics. Analyzing the results helps determine if performance meets objectives and identifies areas for improvement. The goal is to ensure applications can handle anticipated peak user loads.
The document discusses defining the scope of a project through establishing objectives and boundaries. It emphasizes reaching agreement with stakeholders on what is included in and excluded from the project scope. A clear understanding of the scope is important for planning, budgeting, and managing the project successfully.
ERP and Related Technologies
Business Processing Reengineering(BPR), Data Warehousing, Data Mining, On-line Analytical Processing(OLAP), Supply Chain Management (SCM),
Customer Relationship Management(CRM), Electronic Data Interchange (EDI)
Similar to 14 CREATING A GROUP AND RUNNING A PROJECTIn this chapter, we wil.docx (20)
1. Analyze the case and determine the factors that have made KFC a s.docxaulasnilda
1. Analyze the case and determine the factors that have made KFC a successful global business.
2. Why are cultural factors so important to KFC’s sales success in India and China?
3. Spot the cultural factors in India that go against KFC’s original recipe.
4. Why did Kentucky Fried Chicken change its name to KFC?
5. What PESTEL factors contributed to KFC’s positioning?
6. How does the SWOT analysis of KFC affect the future of KFC?
Points to be considered:
1. Please follow 6th edition of the APA Format.
2. On separate page, the word "Abstract,' centered on paper followed by 75-100 word overview.
3. References needs to be Peer Reviewed Articles.
4. This assignment should be 15-20 pages excluding the title and reference pages. The paper should contain at least one graph, figure, chart, or table.
5. Please use the questions as Headings for the topics in the Paper.
I have attached the case study document below.
.
1. A.Discuss how the concept of health has changed over time. B.Di.docxaulasnilda
1. A.Discuss how the concept of "health" has changed over time. B.Discuss how the concept has evolved to include wellness, illness, and overall well-being. C.How has health promotion changed over time? D.Why is it important that nurses implement health promotion interventions based on evidence-based practice?
2. A.Compare and contrast the three different levels of health promotion (primary, secondary, tertiary). B.Discuss how the levels of prevention help determine educational needs for a patient.
.
1. Abstract2. Introduction to Bitcoin and Ethereum3..docxaulasnilda
1.
Abstract
2.
Introduction to Bitcoin and Ethereum
3.
Background
a. How do we understand Ethereum and Smart Contracts?
b. Blockchain Cryptocurrency and Smart Contracts
c. What are Pros and Cons of using Ethereum?
d. Ethereum Virtual Machine
4.
Platforms or Programming for Smart Contracts
5.
Smart Contract Applications
6.
Research Methodology
a. Current Smart Contract Applications
b. Security Issues
c. Privacy Issues
d. Performance Issues
7.
Ethereum System and Solidity Smart Contracts
a. What do we understand about Ethereum and the Likes?
b. How does Ethereum and the likes work?
8.
Ethereum and Hyperledger in Smart Contracts
9.
What can we get by the term Scalability?
10.
Smart Contracting Programming and High-Level Issues
a. Usability
b. Ethical and Legal Issues
11.
Specifications and Implementations
12.
Pros and Cons of using Ethereum Smart Contracts
13.
Current Trends on Ethereum
14.
Future State of Ethereum Smart Contracts or Virtual Machines
15.
Conclusion
Note: Paper about Ethereum
20 pages
ppt 12-14 slides.
No plagiarism,
APA , Citations, and references.
.
1. A. Compare vulnerable populations. B. Describe an example of one .docxaulasnilda
1. A. Compare vulnerable populations. B. Describe an example of one of these groups in the United States or from another country. C.Explain why the population is designated as "vulnerable." Include the number of individuals belonging to this group and the specific challenges or issues involved. D. Discuss why these populations are unable to advocate for themselves, the ethical issues that must be considered when working with these groups, and how nursing advocacy would be beneficial.
2. A. How does the community health nurse recognize bias, stereotypes, and implicit bias within the community? B. How should the nurse address these concepts to ensure health promotion activities are culturally competent? C. Propose strategies that you can employ to reduce cultural dissonance and bias to deliver culturally competent care. D. Include an evidence-based article that addresses the cultural issue. E. Cite and reference the article in APA format.
.
1. A highly capable brick and mortar electronics retailer with a l.docxaulasnilda
1. A highly capable brick and mortar electronics retailer with a loyal regional customer base (such as Fry's) should adopt which of the following medium term strategies?
"50% off" sale every month
Divest
Niche or harvest
Invest in R&D
2. Amazon's strategy involves offering expanded variety but at very competitive prices. This is primarily achieved through
Economies of scope
Focus on international markets
Economies of scale
Innovative products
3. Uber is an example of industry chaining in which of the following ways?
Economies of scale for service providers
Economies of scope for customers
Improving access and reduced search costs for customers and service providers
Lower wages for service providers and lower prices for customers
4. Shareholder returns are primarily derived from
Growth in share value and dividend payments
dividend payments only
Growth in company profits
Growth in the share value only
5. Strategy is defined best as:
A unique value proposition supported by sound financial decisions
A unique value proposition supported by synergies in operations
A unique value proposition supported by aggressive marketing
A unique value proposition supported by a complex supply chain
6. The cost of attracting new customers is the highest with which of the following groups?
Early adopters
Late majority
Laggards
Innovators
7. In the context of the Differentiation (Quality) vs Efficiency trade-off curve, the efficient frontier refers to:
The company that provides maximum quality for a given cost
The company that provides minimum cost
The company that provides maximum quality
The company that maximizes efficiency
8. Nike hiring sports stars to be brand ambassadors is an example of which of the following mechanisms?
Market development
Customer segmentation
Product development
Market penetration
9. Which of the following is an indication of strategic committment of a company in an industry
Lowering wages of the workforce
Increased technology investment
Acquiring real-estate in an urban location of demand
Increased divident payments for two years in a row
10. A pharma company with a deep roster of capable engineers and scientists and that is the market leader is best advised to begin development of a new drug as:
A partnership with smaller competitors
License its innovation from other laboratories
An independent venture
Smaller scale effort
11. The most valuable competency in the declining phase of an industry is:
Resposiveness
Innovation
Efficiency
Quality
12. There is often limited capacity relative to demand in the early growth period of an industry because:
Capacity is very expensive in the later stages of an industry
Only few companies have products or technologies in a budding industry
Prices tend to be low in the embryonic stage
Many companies compete for early advantage in an emerging industry
13. If the willingness to pay of .
1. A. Research the delivery, finance, management, and sustainabili.docxaulasnilda
1. A. Research the delivery, finance, management, and sustainability methods of the U.S. health care system.
B. Evaluate the effectiveness of one or more of these areas on quality patient care and health outcomes.
C.Propose a potential health care reform solution to improve effectiveness in the area you evaluated and predict the expected effect.
D. Describe the effect of health care reform on the U.S. health care system and its respective stakeholders.
E.Support your post with a peer-reviewed journal article.
2. The Affordable Care Act was signed into law by President Barack Obama in March 2010. Many of the provisions of the law directly affect health care providers. Review the following topic materials:
"About the Affordable Care Act"
"Health Care Transformation: The Affordable Care Act and More"
What are the most important elements of the Affordable Care Act in relation to community and public health? What is the role of the nurse in implementing this law?
.
1. All of the following artists except for ONE used nudity as part.docxaulasnilda
1. All of the following artists except for ONE used nudity as part of her/ his work:
a) Ana Mendieta
b) Carolee Schneeman
c) Yoko Ono
d) Judy Chicago
e) Robert Mapplethorpe
2. All of the following except ONE are features of Conceptualism (though not all apply to every Conceptualist work)
a) Audience participation
b) Use of text/language within visual works
c) Direct criticism of the art museum
d) Very expensive artworks
e) Sets of instructions to follow
f) Temporary or fleeting projects
3. Please match the following description with correct art movement or tendency:
1) Minimalism
2) Fluxus
3) Abstract Expressionism
4) Feminist practices
5) Conceptualism
A. Created action paintings that blurred the line between art and life
B. Included works drawing attention to the unethical actions of art museums
C. An idealistic to recalibrate the human senses
D. A loose knit international group of artists that made performances and other unconventional works
E. Argued that the criteria for determining historical value in visual art has been too narrow
4. The following art movement or tendencies except for ONE can be considered to have been responses to Abstract Expressionism (through sometimes for very different reasons)
a) Conceptualism
b) Pop Art
c) Earthwork
d) Surrealism
e) Minimalism
.
1. According to the article, what is myth and how does it functi.docxaulasnilda
1. According to the article, what is myth and how does it function as a naturalizing agent?
2. What is a sign?What is its relation to myth?
3. If advertising “is not an attempted sale of products – evidence shows that consumers are able to resist ‘advertising in the imperative’(12.) – but a ‘clear expression of a culture’ and cultural beliefs” then what does the iPod advert express about current culture?
4. What does the iPod advert presented in the article “sell”?
Attachments have resources
.
1. 6 Paragraph OverviewReflection on Reading Assigbnment Due Before.docxaulasnilda
1. 6 Paragraph Overview/Reflection on Reading Assigbnment Due Before Class Commences
The Critical Theorists: Critical Legal Theory, Critical Race Theory, Critical Feminist Theory, & Critical Latinx Theory
Wacks Chapters 13 & 14
Bix Chapter 19
2.6 Paragraph Overview/Reflection on Reading Assigbnment Due Before Class Commences
Why Obey the Law & Why Punish?
Wacks Chapters 11 & 12
Bix Chapters 9 & 16
3.6 Paragraph Overview/Reflection on Reading Assigbnment Due Before Class Commences
Wacks Chapter 10
Bix Chapter 10
.
1. A.Compare independent variables, B.dependent variables, and C.ext.docxaulasnilda
Independent variables are those that are manipulated by the researcher, dependent variables are those that are measured, and extraneous variables are those that are not controlled that could influence the dependent variable. Researchers attempt to control extraneous variables through random assignment and holding all variables constant except the independent variable. Levels of evidence range from expert opinion to randomized controlled trials, with stronger evidence able to lead to broader practice changes.
1. According to the Court, why is death a proportionate penalty for .docxaulasnilda
1. According to the Court, why is death a proportionate penalty for child rape? Do you agree? Explain your reasons.
2. Who should make the decision as to what is the appropriate penalty for crimes? Courts? Legislatures? Juries? Defend your answer.
3. In deciding whether the death penalty for child rape is cruel and unusual, is it relevant that Louisiana is the only state that punishes child rape with death?
4. According to the Court, some crimes are worse than death. Do you agree? Is child rape one of them? Why? Why not?
THE RESPONSE TO THE FOUR QUESTIONS ALL TOGETHER SHOULD LEAD ADD UP TO 400 WORDS IN TOTAL.
.
1- Prisonization What if . . . you were sentenced to prison .docxaulasnilda
1- Prisonization?
What if . . . you were sentenced to prison? Do you believe you would become a more seasoned criminal or would learning criminal ways from those who were caught make you a worse criminal? Explain
2- Gangs of Prison?
What if . . . you were appointed as warden at a medium security prison which had a terrible problem with gang affiliations? What methods would you employ to combat the problem? Explain.
3-The solidarity of inmate culture (Big House era) developed through several characteristics. Name them?
.
1. 250+ word count What is cultural and linguistic competence H.docxaulasnilda
1. 250+ word count
What is cultural and linguistic competence? How does this competency apply to public health? Why is this important to the practice of public health?
2. 250+ word count
Reflect on your own cultural and linguistic competence. How confident are you in your ability to address the needs of diverse communities? How do you think you could improve your level of cultural and linguistic competence?
.
1. 200 words How valuable is a having a LinkedIn profile Provid.docxaulasnilda
1. 200 words How valuable is a having a LinkedIn profile? Provide example to support your statement.
2. 200 words What benefits does it add your academic and professional development? Provide example to support your statement.
3. 200 words How does having this profile contribute to networking as healthcare and public health professionals? Provide example to support your statement.
4. 200 words What other social media and networking platforms are available to network with other healthcare and public health professionals? Provide example to support your statement.
.
1. According to recent surveys, China, India, and the Philippines ar.docxaulasnilda
1. According to recent surveys, China, India, and the Philippines are the three most popular countries for IT outsourcing. Write a short paper (2-4 paragraphs) explaining what the appeal would be for US companies to outsource IT functions to these countries. You may discuss cost, labor pool, language, or possibly government support as your reasons. There are many other reasons you may choose to highlight in your paper. Be sure to use your own words.
2.) Many believe that cloud computing can reduce the total cost of computing and enhance “green computing” (environmental friendly). Why do you believe this to be correct? If you disagree, please explain why?
.
1. Addressing inflation using Fiscal and Monetary Policy tools.S.docxaulasnilda
1. Addressing inflation using Fiscal and Monetary Policy tools.
Scenario - The US economy is currently experiencing high rates of inflation. You
have Fiscal and Monetary policy tools available to address this problem:
a. To attack the problem of inflation you must select one Monetary Policy
tool and one Fiscal Policy tool. Write down the name of your Fiscal Policy
tool and your Monetary Policy tool.
i. Think the options through and write down your choices.
b. Please explain why you selected the tools that you selected and why you did
not select the other choices? Do this for both monetary and fiscal policy
tools!
i. Specifically, explain what is so good about the tool you selected and what is not so
good about the tools you did not select? Do this for both the Monetary Policy tool
and the Fiscal Policy tool. The key here is to use some decision criteria in making
your choice.
c. Thoroughly and completely explain how your solution (both the monetary
and the fiscal policy tool) would work to solve the problem of inflation, and
indicate the impact your solution would have on at least 5 key economic
variables. Be specific.
i. Present this using the chain of events format with up or down arrows to indicate the
direction of impact on each variable. I need to see the detail.
2. Addressing recession using Fiscal and Monetary Policy tools.
Scenario - The US economy is currently experiencing recession. You have Fiscal
and Monetary policy tools available to address this problem:
a. To attack the problem of recession, you must select at least one Monetary
Policy tool and one Fiscal Policy tool. Write down the name of your Fiscal
Policy tool and your Monetary Policy tool.
i. Think the options through and write down your choices.
b. Please explain why you selected the tools that you selected and why you did
not select the other choices? Do this for both monetary and fiscal policy
tools!
i. Specifically, explain what is so good about the tool you selected and what is not so
good about the tools you did not select? Do this for both the Monetary Policy tool
and the Fiscal Policy tool. The key here is to use some decision criteria in making
your choice.
c. Thoroughly and completely explain how your solution (both monetary and
fiscal policy tools) would work to solve the problem of recession, and
indicate the impact your solution would have on the key economic
variables. Be specific.
i. Present this using the chain of events format with up or down arrows to indicate the
direction of impact on each variable. I need to see the detail.
3. Please list and explain the 4 key supply side growth factors we discussed, and
discuss the viability (do-ability) of each in terms of getting our economy growing
again, given that today our economy is not growing.
a. The slides should provide you with what you need here.
b. The issue of viability – if the economy is growing slowly or not at all, do we have any chance
of achieving suc.
1. A vulnerability refers to a known weakness of an asset (resou.docxaulasnilda
1. A vulnerability refers to a
known
weakness of an asset (resource) that can be exploited by one or more attackers. In other words, it is a known issue that allows an attack to succeed.
For example, when a team member resigns and you forget to disable their access to external accounts, change logins, or remove their names from company credit cards, this leaves your business open to both intentional and unintentional threats. However, most vulnerabilities are exploited by automated attackers and not a human typing on the other side of the network.
Testing for vulnerabilities is critical to ensuring the continued security of your systems. Identify the weak points. Discuss at least four questions to ask when determining your security vulnerabilities.
2.
Topic:
Assume that you have been hired by a small veterinary practice to help them prepare a contingency planning document. The practice has a small LAN with four computers and Internet access. Prepare a list of threat categories and the associated business impact for each. Identify preventive measures for each type of threat category. Include at least one major disaster in the plan. 200-300 words.
.
1. According to the readings, philosophy began in ancient Egypt an.docxaulasnilda
1. According to the readings, philosophy began in ancient Egypt and then spread to Greece.
True/False
2. This question is based on the presentation of logical concepts in the first reading.
Consider the following argument: "All chemists are Lutheran. Rita is Lutheran. So, Rita must be a chemist."
Is the argument …
Deductive & Invalid
Inductive & Valid
Deductive & Strong
Inductive & Weak
3. Would Socrates agree or disagree with the following statement:
Each of us invents his or her own truth and if you feel it in your heart and really want it to be true then don't listen to those who criticize your belief.
He would agree
He would disagree
4. According to the first reading, Thales asked some important "gateway" questions. Which of the following is not one of the gateway questions discussed in the reading:
Does the diverse range of things we experience have a single common explanation or cause?
Does God exist?
Is the universe intelligible?
5. Scientism is the belief that science is one of many paths to truth about the world.
True/False
6. Deductive arguments always aim to show
The conclusion is probably true
The conclusion must be true
7. In the type of argument known as _____, we begin with premises about a phenomenon or state of affairs to be explained; then we reason from those premises to an explanation for that state of affairs.
deduction
inference to the best explanation
syllogism
anaological induction
8. In the online lecture, the multiverse hypothesis is put forward by Stenger in support of theism.
True/False
9. According to the reading, the cosmic coincidences were known in ancient times.
True/False
10. According to the reading, the problem with Darwin's claim that his theory of natural selection explains all the order in nature is that no evolutionary process of natural selection is possible unless a background system of amazing complexity already exists; but since it must exist prior to any evolutionary process, it cannot be explained as the result of an evolutionary process.
True/False
11. Suppose we have two highly improbable hypotheses: H1 and H2. Suppose H2 is slightly less improbable than H1, all else equal.
According to the presentation of best explanation arguments in the reading, H2 presents a more reasonable explanation than H1.
True/False
12. According to the reading, the fine tuning argument shows that we can know with certainty that an intelligent designer exists.
True/False
13. According to the readings, science cannot possibly explain the source of the order in the universe.
True/False
14. The design argument is presented in the readings as an analogical argument and it is also presented as an inference to the best explanation.
True/False
15. According to the online readings, Ockham's Razor favors the multiverse theory over theism,
True/False
16. The proposition that Mount Rainier has snow on its peak would be an example of a proposition known to be true a priori.
True/False
17. Which of the foll.
1-Explain what you understood from the paper with (one paragraph).docxaulasnilda
1-Explain what you understood from the paper with (one paragraph)
2-What is a Lorenze curve and how is it disputed by Paglin
3-What is the method used in the paper and what can you say about the data used and the empirical aspect of the paper.
4-What other common measurements out there for measuring income inequality, poverty, and development gap.
.
1-Explanation of how healthcare policy can impact the advanced p.docxaulasnilda
The document discusses how healthcare policy impacts advanced practice nurses and why advocacy is an essential part of their role. It explains the four pillars of transformational leadership and how that approach can influence policy change. Finally, it addresses the need for advanced practice nurses to advocate for policies that support patient-centered care through research, leadership, and professional growth.
Andreas Schleicher presents PISA 2022 Volume III - Creative Thinking - 18 Jun...EduSkills OECD
Andreas Schleicher, Director of Education and Skills at the OECD presents at the launch of PISA 2022 Volume III - Creative Minds, Creative Schools on 18 June 2024.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...indexPub
The recent surge in pro-Palestine student activism has prompted significant responses from universities, ranging from negotiations and divestment commitments to increased transparency about investments in companies supporting the war on Gaza. This activism has led to the cessation of student encampments but also highlighted the substantial sacrifices made by students, including academic disruptions and personal risks. The primary drivers of these protests are poor university administration, lack of transparency, and inadequate communication between officials and students. This study examines the profound emotional, psychological, and professional impacts on students engaged in pro-Palestine protests, focusing on Generation Z's (Gen-Z) activism dynamics. This paper explores the significant sacrifices made by these students and even the professors supporting the pro-Palestine movement, with a focus on recent global movements. Through an in-depth analysis of printed and electronic media, the study examines the impacts of these sacrifices on the academic and personal lives of those involved. The paper highlights examples from various universities, demonstrating student activism's long-term and short-term effects, including disciplinary actions, social backlash, and career implications. The researchers also explore the broader implications of student sacrifices. The findings reveal that these sacrifices are driven by a profound commitment to justice and human rights, and are influenced by the increasing availability of information, peer interactions, and personal convictions. The study also discusses the broader implications of this activism, comparing it to historical precedents and assessing its potential to influence policy and public opinion. The emotional and psychological toll on student activists is significant, but their sense of purpose and community support mitigates some of these challenges. However, the researchers call for acknowledging the broader Impact of these sacrifices on the future global movement of FreePalestine.
This presentation was provided by Racquel Jemison, Ph.D., Christina MacLaughlin, Ph.D., and Paulomi Majumder. Ph.D., all of the American Chemical Society, for the second session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session Two: 'Expanding Pathways to Publishing Careers,' was held June 13, 2024.
This presentation was provided by Rebecca Benner, Ph.D., of the American Society of Anesthesiologists, for the second session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session Two: 'Expanding Pathways to Publishing Careers,' was held June 13, 2024.
How to Manage Reception Report in Odoo 17Celine George
A business may deal with both sales and purchases occasionally. They buy things from vendors and then sell them to their customers. Such dealings can be confusing at times. Because multiple clients may inquire about the same product at the same time, after purchasing those products, customers must be assigned to them. Odoo has a tool called Reception Report that can be used to complete this assignment. By enabling this, a reception report comes automatically after confirming a receipt, from which we can assign products to orders.
CapTechTalks Webinar Slides June 2024 Donovan Wright.pptxCapitolTechU
Slides from a Capitol Technology University webinar held June 20, 2024. The webinar featured Dr. Donovan Wright, presenting on the Department of Defense Digital Transformation.
Temple of Asclepius in Thrace. Excavation resultsKrassimira Luka
The temple and the sanctuary around were dedicated to Asklepios Zmidrenus. This name has been known since 1875 when an inscription dedicated to him was discovered in Rome. The inscription is dated in 227 AD and was left by soldiers originating from the city of Philippopolis (modern Plovdiv).
A Visual Guide to 1 Samuel | A Tale of Two HeartsSteve Thomason
These slides walk through the story of 1 Samuel. Samuel is the last judge of Israel. The people reject God and want a king. Saul is anointed as the first king, but he is not a good king. David, the shepherd boy is anointed and Saul is envious of him. David shows honor while Saul continues to self destruct.
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.pptHenry Hollis
The History of NZ 1870-1900.
Making of a Nation.
From the NZ Wars to Liberals,
Richard Seddon, George Grey,
Social Laboratory, New Zealand,
Confiscations, Kotahitanga, Kingitanga, Parliament, Suffrage, Repudiation, Economic Change, Agriculture, Gold Mining, Timber, Flax, Sheep, Dairying,
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
14 CREATING A GROUP AND RUNNING A PROJECTIn this chapter, we wil.docx
1. 14 CREATING A GROUP AND RUNNING A PROJECT
In this chapter, we will discuss how you actually complete
network studies within a company. We will cover how you build
a group and how you run a project.
Typical Steps to Complete a Network Design Study
In a typical project, you are likely to run into problems with the
data as well as organizational challenges of working on a
project that impacts many people within a firm. To get a
network design study done, you need to treat it as a project and
manage it as you would manage any complex project within a
company. Of course, there are elements unique to a network
design study. In this section, we will cover the typical steps that
you want to include in your network design project plan.
Broadly, any network design project can be broken into five
main steps or phases:
· 1. Model scoping and data collection phase
· 2. Data analysis and validation phase
· 3. Baseline development and validation phase
· 4. What-if scenario analysis
· 5. Final conclusion and development of recommendations
Each step is critical and has its own specific purpose. It is
important for the project team to go through all the phases,
irrespective of the scope and complexity of the supply chain
being analyzed or the amount of time available to complete the
analysis.
Step 1: Model Scoping and Data Collection
Before you start any project, it is important to first understand
the questions that are to be answered and the associated parts of
the supply chain that may be impacted. This step may seem
trivial and is often overlooked, but it is very important to have a
clear understanding of what decisions are being made, and
which parts of the supply chain are open to change and which
parts are not. In this phase of the project, you are applying the
lessons learned from Chapter 12, “The Art of Modeling,” and
2. specifically the section “Understanding the Supply Chain.”
For a retailer that recently acquired another retail company, the
key questions are likely to be:
· ■ What is the optimal combined distribution network that
minimizes logistics costs and maximizes service to stores and
customers?
· ■ Which existing distribution center locations are redundant
and can be closed?
· ■ What is the best way to distribute products to the newly
combined store network?
For a consumer-products company that is looking to develop
their long-term manufacturing strategy to support growth, the
questions would be similar to the following:
· ■ Should we expand existing plants or build new plants? If so,
where and when?
· ■ Which products should we manufacture internally and for
which products should we use contract manufacturers?
· ■ Is there an opportunity to source products across various
regions?
These are just two distinct examples; every supply chain
network design study will have a different scope.
What is the same between all projects however is that it is
critical that you get everyone on the team to agree to the scope
and questions the optimization will answer from the start. If you
have to go back and make changes to this later, you will likely
lose a significant amount of time and may have to effectively
start over.
After the scope and questions to answer are finalized, the
project team will need to come up with a list of all data that
needs to be collected to build the model. This step needs to
include a detailed discussion on the level of aggregation and
what systems or third party sources the data will come from.
Depending on the model, you will then want to use the
knowledge you gained from previous chapters in this book to
determine what data goes into this specific model and how you
should think about aggregating this data. After you have gone
3. through the exercise of building your list of required data, you
now need to collect the data. Collecting the data can often be a
very time-consuming and frustrating experience.
Based on our experience, here are some tips to make your data
collection efforts more successful and to help you determine
how much effort you should anticipate. Note that in this phase
we are looking to just access and extract the data. In the next
phase we will do a thorough validation of the all the data.
· 1. Be prepared to collect data from outside a firm’s internal
systems. There is data that exists in existing systems and data
that does not. The purpose of a network design study is to
understand the impact of running your supply chain in a
different way. This may mean using different plants and
warehouses, using new transportation lanes, making products in
new locations, and so on. The key is that you need to be
prepared to collect data or extrapolate from internal data for
new elements you will want to consider in the analysis.
· 2. If multiple IT systems store the same type of data (say
demand), you will need to spend more time collecting and
validating the data. There is a chance that the systems will have
different fields, that they will have different data definitions,
and that the ID fields may not match up.
· 3. IT systems may be set up for accurate accounting and
financial reporting, not necessarily for good supply chain
analysis. So your existing systems may not have all the fields
you need, and some data might not match up as you would
expect.
· 4. When you gather cost information for new data elements,
make sure that it matches with existing data. For example, firms
will often have good transportation rates on lanes they use.
These rates are often the result of negotiation with the carriers.
If you ask for new transportation rates for new lanes, make sure
that they are not the “retail” rates or they will be much higher
than existing rates. As previously discussed in Chapter 6,
“Adding Outbound Transportation to the Model,” if retail rates
do need to be used, ensure these rates are used for both
4. new and old lanes alike.
· 5. Make sure you understand the accounting cost data before
using it. Often, accounting systems will allocate fixed and
variable costs to a product in ways that do not make sense for
network design studies. See Chapter 7, “Introducing Facility
Fixed and Variable Costs,” for a thorough discussion of this
topic.
· 6. It is usually better to collect raw data and not aggregated
data. Although you have a plan for how you will aggregate, it
will not save you time to pull aggregated data from your
systems. Most likely, you will want to tweak the aggregation
strategies or will need to validate the data that goes into
aggregated items. It is best to ask for the raw data and do the
simple step of aggregation yourself.
If the data collection is proving to be an extremely difficult
task, don’t forget to review the lessons learned in Chapter
12 and Chapter 13, “Data Aggregation in Network Design.” You
may be trying to collect more data than you actually need in
order to get the answers to your defined network design
questions.
Step 2: Data Analysis and Validation
After the data is collected, it is important to analyze and
understand the data to ensure that it is clean and accurately
reflects the way the business operates. Because you will be
communicating the results of the study to other people in the
organization, this phase of the project serves an important
purpose of ensuring that you have a good set of data that you
can explain to others and that others will agree to.
This phase includes a combination of the following activities:
data cleansing, data analysis, data validation, and data
aggregation.
DATA CLEANSING
After the initial data is collected, the first step is to review and
fix obvious issues. Examples include:
· ■ Missing or invalid ZIP Codes—For example, ZIP Codes in
New England start with 0 (zero). Excel tends to drop the leading
5. 0 which then either converts the ZIP Code 06457 (Middletown,
Connecticut) into 6457, an invalid ZIP Code or, worse, leads
someone to think that the location is in Missouri (ZIPs Codes
starting with 645 are in Missouri).
· ■ Shipment data with missing or invalid weights or cube (cube
is a transportation term for the cubic size of a shipment)—For
example, there may be truckload shipments showing shipment
weights greater than the legal limits (for example, over 45,000
pounds in the U.S.).
· ■ Order or shipment data with invalid origins or
destinations—For example, the shipment origin may reflect the
location of the supplier’s headquarters as opposed to the actual
plant or warehouse the shipment originated from.
DATA ANALYSIS
After initial data cleansing is completed, the next step is to
analyze the data to understand what it is saying. This can be
accomplished by creating tables and summaries that aggregate
and present data so that it can be evaluated. Summary reports
may include:
· ■ Total outbound volume shipped by wareshouse
· ■ Total inbound volume received into each warehouse
· ■ Number of products with active demand and Pareto analysis
showing volume breakdown across products
· ■ Total weight shipped by mode and by warehouse
· ■ Total demand by state or region
· ■ Total volume shipped by vendor or plant
· ■ Cost per pound or or some other standard unit of weight
(like hundredweight, ton, kilo, and so on) by mode for inbound
and outbound shipments
· ■ Average shipment weight by mode for inbound and
outbound shipments
These reports will help paint a picture of how the supply chain
operates and how products flow. They will also often point out
obvious issues with data quality. For example, the total
outbound volume shipped by a warehouse should be generally
similar to the total inbound volume received by that warehouse
6. in the same timeframe. If there is a large difference, it could be
attributed to one of the following:
· ■ Missing inbound or outbound data
· ■ Dramatic inventory buildup or drawdown at specific
locations or for specific products
· ■ Incorrect data fields pulled from systems
DATA VALIDATION
After data summaries have been created, the next step is to
validate the information with the business stakeholders
overseeing the appropriate functions. For example, information
summarizing the logistics costs, transportation mode
assignments, or average shipment weight should be validated
with the Logistics team. Information related to production costs
or capital should be validated with the Finance team. This will
serve two purposes for the project:
· 1. It ensures that the data has been validated by the
appropriate owners of this information.
· 2. It gets people from all parts of the organization engaged
upfront in the project so that when the results of the analysis are
presented, they are more likely to be comfortable with the
results and the recommendations because the underlying data
was approved by them.
The data validation process may also help identify other issues
with the data that may not have been obvious during the original
data cleansing, necessitating a revised pull of data. The steps
around data cleansing, analysis, and validation need to be
repeated until the respective stakeholders feel comfortable that
the data portrays a valid representation of their supply chain.
A side benefit of the data validation process is that it may
quickly identify areas for improvement in the current supply
chain even before any optimization is actually run. For example,
a simple table summarizing the total volume and costs for out-
of-region shipments from each warehouse can quickly provoke
management to assign someone to fix the problems. This may
7. seem surprising but the data validation exercise provides the
ability to summarize and visualize existing data that may not be
reported on by the firm on a regular basis.
DATA AGGREGATION
After the data has been validated by the appropriate
stakeholders, the next step is to start aggregating the data for
the purposes of the network design model. After the previous
steps are complete, this step should be relatively simple.
Step 3: Baseline Development and Validation
After the data has been validated and aggregated, it is now time
to start building the actual model. When it comes to building a
model, it is always best to start with a small, simple working
model and add complexity incrementally while ensuring
feasibility at each step.
The first model is built to represent the historical or as-is state
representing how the supply chain operated historically. This
model is referred to as the “baseline” model and it serves a
couple of purposes:
· ■ It helps validate that the model designed and developed is
accurate. Because we are creating a representation of the
current supply chain in the software, it is important to be able
to compare model outputs against historical financial results for
the same input data.
· ■ It serves as the basis for creating additional what-if
scenarios in the model.
To prepare for the baseline model build, you need to create the
required data tables for importing into the network modeling
software. The actual tables and the sequence of data imports
may vary depending on the specific software application used.
When building the baseline model, do not think you will load
every data element and run. As mentioned previously, it is best
to start simple and then add more and more complex data
elements as you go. Surprisingly, because this is what makes a
baseline a baseline, we have often found that the last thing you
want to add to the model is the historical flows of products.
After the model is working and all the costs are loaded, you
8. then finally add the historical flows.
It is important to be aware that adding the historical flows can
get complicated if your data does not match. For example, let’s
say that you ship 25.4 million pounds out of your Riverside
warehouse and the Bridgewater warehouse ships 45.1 million
pounds (see Figure 14.1). Assume that you have validated these
shipments and these are the correct numbers you would like to
use. However, when you analyze the shipments into the
Riverside and Bridgewater warehouses from the Waco and Des
Moines plants, you notice that the inbound and outbound
numbers do not match up (also shown in Figure 14.1). This may
be caused by various things, including poor data quality,
accounting procedures, or warehouse transfers. One simple
solution is to leave the results as they are. Then, a subsequent
version of the baseline would have you make an adjustment to
the inbound flows so that they match up with the outbound
flows. This is shown in Figure 14.1 where we calculate the
actual percentage mix coming from each of the plants and then
multiply that by the total outbound shipments from the
warehouses to come up with an inbound flow that equals the
outbound flow. Remember, when the optimization scenarios run,
the results will show an inbound flow that matches the outbound
flow. Therefore it is important for us to maintain the same
equality in the baseline so we can compare back to it.
Figure 14.1 Example Showing Balancing of Inbound and
Outbound Flows in Baseline Modeling
After the baseline model starts providing reasonable results, the
next step is to start comparing the outputs against actual
financial results or original systems data from the same time
period. The focus is primarily on model cost versus actual costs,
but you may also want to validate volumes and capacity
utilization. Besides validating the total costs, you may also
want to validate the costs of various categories such as:
· ■ Inbound transportation costs by mode
· ■ Outbound transportation costs by mode
9. · ■ Warehouse fixed costs
· ■ Warehouse variable costs
· ■ Manufacturing variable costs (if applicable)
· ■ Manufacturing fixed costs (if applicable)
· ■ Sourcing costs
The results need to be validated, usually within 1% to 10% of
actual costs. After validation, you want to run the appropriate
optimized baseline model. For a more detailed discussion on
validation and the optimized baseline model, see Chapter 8,
“Baselines and Optimal Baselines.”
After the baseline and optimized baseline scenarios are
completed, it is time to document all the data assumptions, the
business rules, and a summary of the baseline model results and
present them to the project team and stakeholders. This is a
major milestone in the project life cycle and it requires
validation and sign-off from all the appropriate sponsors and
stakeholders.
Step 4: What-If Scenario Analysis
After the baseline model is developed and approved, we are now
ready to start running what-if scenarios. This phase represents
the “fun” part of a project, and the phase where the real focus
lies in ensuring all the key project questions get addressed.
Before we start running any scenarios, it is important to review
the key questions that were stated during the project scoping
phase and develop a list of scenarios that would makes sense to
run in order to address those questions.
The most important scenarios to run are those that answer the
key questions. For example, if the key question is to find the
best three, four, and five warehouses, you want to run those
scenarios. But, you want to hit the run button more than just
three times. To best answer the key questions, you have to
understand different what-if questions. A project will have
many different what-if questions. Here are three basic ones.
· ■ What if we picked a different set or different number of
facilities?
· ■ What if demand was higher, what if demand was lower?
10. · ■ What if our projected costs were higher, what if they were
lower?
The goal with the what-if scenarios is to make sure you have a
solid answer, to make sure you can explain your answer, and to
make sure the answer is robust.
The more scenarios you run, the better the answer you will
have. You will trust that the model has been set up correctly and
well-tested, you will have explored many solutions and have a
good understanding of the best solution, and you will be able to
understand when different solutions have similar costs. It is
important to find different solutions with similar costs. There
will be many non-quantifiable factors that the team will want to
consider. By having a range of solutions to choose from, you
can better factor the non-quantifiable costs into the decision-
making process.
The more scenarios you run, the better you will be able to
explain your answer. The scenario runs allow you to understand
what factors are most important to the solutions. For example,
what is driving the answer? Is it transportation costs or
manufacturing costs or the need to be located close to
customers? Remember, we need to explain the results to a wide
range of people who are not as familiar with the model or
network modeling, in general. The better you can understand
and explain the results, the higher the chance that others will
understand it as well.
The more scenarios you run, the better you can understand how
robust the solutions are. Many of the inputs to a network design
model are forecasts or projections. For example, demand and
transportation costs next year are not known. You want to run
the model to test different forecasts and projections. You want
to understand how the answer changes as key input values
change. But, also, what you are doing is trying to understand
how well your solutions hold up if the forecasts and projections
are wrong. For example, a solution that is “great” for one set of
input data but terrible if that input changes may not be as good
as a solution that is just “good” for one set of input data but
11. still “good” if that input changes.
Also, don’t be afraid to run a lot of different scenarios that may
not directly address the key questions. You have now seen
examples of many different types of scenario runs throughout
this book. Feel free to experiment and use your creativity.
We will learn something new with each scenario, which will in
turn raise more questions requiring the running of additional
scenarios with more specific variations and changes. This is
typical in a network design project; it is a healthy process and
illustrates the power of the iterative what-if scenario analysis.
Ultimately, the model will help us learn what factors are really
driving the recommended structure of the network.
Step 5: Final Conclusion and Development of Recommendations
No matter how fun the scenario analysis is, we eventually have
to come to a conclusion. So after we have run a sufficient
number of scenarios to test various alternatives, and understand
the best solutions, it is time to compile the results along with
supporting analysis for presenting to the management team.
At a high level, this may seem straightforward given that the
hard work of collecting the data, building the model, and
running the scenarios is complete. However, this step is often
the most important and critical part of the entire project. This is
because this phase is where we present and sell the results of
the entire analysis—even if the study was based on sound
analysis and extensive due diligence, it may end up as a futile
exercise if it is not presented with all of the compiled
information and recommendations summarized in a concise
manner that helps management understand and make better
decisions.
When you are developing the final recommendation(s), it is
important to consider both qualitative and quantitative factors
that are not covered as part of the model as well. These may
include:
· ■ Complexity of implementation (related to how many new
sites are opened and how many are closed; the higher the
number of changes, the higher the complexity)
12. · ■ Availability of labor and space (if new plant or warehouse
sites are recommended)
· ■ Impact of network changes on customer perception and
demand
· ■ Timeline and road map for implementation of changes
· ■ Dependence on other factors such as IT system
changes/availability, integration with third-party vendors
· ■ Tax and regulatory implications
Following is a high-level overview of a good structure for a
final presentation:
· ■ Project Objectives and Scope Review
· ■ The objectives of the study should be clearly outlined,
specifying the questions that are being answered by the
analysis.
· ■ It is equally important to highlight the key questions that are
not part of the scope of the study, especially if this study
focuses on a subset of the overall initiative. This can help the
presentation go much more smoothly, making it easier for the
audience to understand the context and to set their expectations
appropriately from the start.
· ■ Executive Summary (Optional)
· ■ When the audience includes senior executives, it is useful to
include a one-slide summary of the key findings and
recommendations to make the best use of the limited time you
are given with them.
· ■ Project and Data Assumptions
· ■ This section covers a quick summary of the detailed scope
and a review of the data assumptions, calling out those that
were used to bridge gaps in data.
· ■ Baseline Validation (Optional)
· ■ It may be beneficial to quickly touch on the baseline model
results to remind the audience about this intermediate
milestone.
· ■ It is also important to touch on how the baseline scenario
was validated against the financials, and therefore is a
legitimate basis to compare against future scenarios.
13. · ■ Scenario Analysis
· ■ The first section focuses on the scenarios tied to the main
questions that were evaluated as part of the analysis.
· ■ The second (shorter) section focuses on sensitivity analysis
run on the key finalized recommendation(s) to test impact of
key variables. It would also make sense to address other
qualitative factors such as labor or space availability,
implementation complexity, and so on.
· ■ Final Summary and Recommendations
· ■ The final recommendations section should list the best
solution(s) for further evaluation and analysis. Note that this
type of exercise is meant to provide decision support to
management, and is not intended to yield a single best solution.
Depending on the recommended solution(s), additional follow-
on validation exercises may be required, including developing a
detailed financial business case (with ROI and cash flow
analyses), especially if the final solution requires extensive
capital investment.
· ■ Next Steps
· ■ A typical network design study rarely ends with the final
presentation—there are often additional scenarios or follow-on
analyses as a result of discussions in these meetings.
· ■ Once these additional scenarios and follow-on analyses are
run, and discussed, and decided upon, the project team then
develops the implementation plan to turn the strategy into a
reality.
Setting Up a Modeling Group
The preceding steps are the ones you will follow for any
network design project. An important question we have not yet
discussed often arises directly after the initial need for the study
has been determined. Should a firm do the project themselves or
have a third-party consulting firm perform it on their behalf?
While there is no correct answer to this question, the following
guidelines are helpful for making the decision.
It may be better for a firm to do this work internally if any of
the following situations is true:
14. · ■ The firm’s supply chain is large, dynamic, and changes
frequently. It may be changing through acquisitions or through
the need to analyze each of your distinct markets, like North
America, South America, Europe, Asia, and so on.
· ■ The firm may have many different divisions or business
units that require separate analysis.
· ■ A single firm may have many different network optimization
needs such as the ability to do budgeting and capital planning,
reconfiguring warehouse territories, planning for seasonal
spikes or seasonal changes to their supply chain.
· ■ A firm needs to rerun scenarios or tweak the solutions
during the implementation so they can adjust as time passes and
the new supply chain takes shape.
Of course, the opposite of the preceding list gives you reasons
for using a consulting firm. In addition, there are a few unique
items to add to the reasons for working with a consultant:
· ■ Unannounced acquisitions, potential major layoffs, or new
product introductions may require dealing with very sensitive
data and therefore using third parties to analyze may provide
the needed anonymity.
· ■ The firm has an especially hard project and needs to bring in
people who are experts at network design models and who can
add value in other aspects of the project management as well.
· ■ The firm has a very tight deadline on the timing of the
project’s completion and therefore needs additional experienced
team members quickly to ensure its completion in time. We
have seen this occur when companies want to validate a new
location before starting to implement a major decision
previously made without the validation of network modeling.
· ■ In some cases, the political environment is such that it is
best to have a third party work on the project. Unannounced
acquisitions, potential major layoffs, or new product
introductions may deal with very sensitive data and therefore
utilizing third parties to analyze may ensure the needed
anonymity.
If a firm decides to build a modeling group in-house, they need
15. to consider the best way to structure and staff the team. The
firm should determine whether to structure this group centrally
or deploy to the regions and business units. The benefit of a
central group is better capturing and sharing of knowledge
across the business units and may enable a better balance of the
workload generated by many different projects. The benefit of
regional groups or groups by business units is that firms can
push the knowledge deeper in the organization. Often, large
firms do not have to choose between the two extremes though.
There can be a small central group that supports the regions and
business units. The central group may be called in for the more
difficult models and facilitate the sharing of information across
the organization.
A firm will also need to determine how they will pay for the
group and how it will generate projects. They may want to set
up the group as a function that is paid by the corporate office
conducting projects that help the entire business. They may also
set up the group so that each region or business unit pays for
their own support. For projects, there may be mandatory
projects that groups need to run, or each business unit may need
to come to the group with their own request for an analysis.
Also, the group may be responsible for generating demand for
their work. However, we have seen many cases in which the
initial successes of a group like this creates its own demand
through word of mouth within the firm.
A firm then needs to determine how they will staff this group. It
is clear that people are needed to do the modeling. The number
of modelers however, obviously depends on the amount of work
you expect this team to complete. In addition to modelers, the
team will also need a manager for the group and/or several
project managers to oversee and guide the end to end work of
each analysis. The number here again varies with the size of the
group, and a person may sometimes play the role of a modeler
and a manager at the same time. The modeler, often called an
analyst, is responsible for collecting data, validating the data,
building the baseline, running scenarios, and assisting with the
16. final presentation. The manager is responsible for running
projects, determining the scope, presenting recommendations,
and helping the modeler get work done when required. Besides
this core group, the team also needs to decide whether full or
part time IT experts (for data collection) and subject matter
experts (transportation or manufacturing) will be needed on the
team to assist in their area of expertise. If these people are not
on the team, their help will still be needed for key questions
regarding extraction and clarification of modeling data. The
larger the group, the more likely the team will have full-time
demand for this expertise. Otherwise, it is probably best to
share this expertise with other groups.
When thinking about the optimal skillset for people on the
modeling team, a firm will want people who are relatively
technical and able to work with large data sets. They need to be
able to communicate with a wide range of people in the
organization and have a good understanding of or willingness to
learn the functions across the entire supply chain. Also, equally
important, these people must be comfortable with some level of
ambiguity. Network modeling is not accounting. There will
always be a margin of error in the results and decisions need to
be made with confidence in the data and assumptions used in
the model. A good deal of time can be wasted when modelers
become too intent on very granular levels of data and poor
aggregation strategies which inevitably leads to a disastrous
project timeline.
Lessons Learned
It is important to follow the methodology for running a network
design project in order to ensure that the questions are
appropriately answered and the project is successful. These are
large projects and touch many people in the organization. Firms
need to manage this like a project and not treat this just as a
technical exercise.
There are valid reasons for doing this work internally and for
having a third party consulting firm do it. If you build the group
yourself, it is important that you structure the group in a way
17. that ensures a high likelihood of success from the start.
End-of-Chapter Questions
· 1. If you are considering closing a warehouse and opening a
new one, what people in the organization might be impacted and
how might they react to the project?
· 2. Name other reasons a firm may want to build a group and
other reasons they may use a consulting firm. Describe a hybrid
approach (there is an in-house capability and a consulting firm
is also used to help with the analysis) and the pros and cons of a
hybrid approach.
· 3. When collecting data, you find that the demand data is
listed by total units sold to each ship-to location, but the
transportation that shows which customer was served by which
warehouse only provides the total weight moving between the
sites. You would like to be able to match up the files but cannot
because you don’t have product information in the
transportation file. Setting aside your needs, why might this
data be perfectly fine for the rest of the organization?
· 4. When validating the demand information, you discover that
the customer information is given as the bill-to address. Why
won’t this help you?
· 5. During the scenario analysis stage, why is it important to
determine specific scenarios you want to run? Why is it also
important to experiment?
· 6. In the final presentation step, why is it important to review
the data collection?
Essay 3: Personal Essay -- “Kimmerer” (50 pts.) Length: 4-6
pgs. Due Date: Check Canvas
Task: Select one of the two options below and write a personal
essay that responds to the questions and quotes.
Option One
18. In “Allegiance to Gratitude,” Kimmerer introduces the
Thanksgiving Address used by indigenous people to give thanks
to the land. She states that “it is the credo for a culture of
gratitude” (115). In fact, throughout the chapter she writes
about gratitude and reciprocity:
You can’t listen to the Thanksgiving Address without feeling
wealthy. And, while expressing gratitude seems innocent
enough, it is a revolutionary idea. In a consumer society,
contentment is a radical proposition. Recognizing abundance
rather than scarcity undermines an economy that thrives by
creating unmet desires. Gratitude cultivates an ethic of fullness,
but the economy needs emptiness. The Thanksgiving Address
reminds you that you already have everything you need.
Gratitude doesn’t send you out shopping to find satisfaction; it
comes as a gift rather than a commodity, subverting the
foundation of the whole economy (33-34).
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Cultures of gratitude must also be cultures of reciprocity. Each
person, human or no, is bound to every other in a reciprocal
relationship. Just as all beings have a duty to me, I have a duty
to them. If an animal gives its life to feed me, I am in turn
bound to support its life. If I receive a stream’s gift of
pure water, then I am responsible for returning a gift in kind.
An integral part of a human’s education is to know those duties
and how to perform them (36-37).
How can having an outlook of gratitude and reciprocity change
one’s view of one’s relationship with the world and its, to quote
Emerson, “natural objects?” How is the American Pledge of
Allegiance different from the Thanksgiving Address?
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Option Two
19. What exactly is, according to Kimmerer, a grammar of animacy?
What does it mean to see the animacy of the world and use a
language that perceives it as such? How would such a
perspective change our / your understanding of the world we
live in? What are your thoughts about the following words:
“Maybe a grammar of animacy could lead us to whole new ways
of living in the world, other species a sovereign people, a world
with a democracy of species, not a tyranny of one— with moral
responsibility to water and wolves, and with a legal system that
recognizes the standing of other species [; it’s] all in the
pronouns” (40)? How can adapting a grammar of animacy offer
us a fuller understanding of the world we live in (and, to quote
Emerson, the “natural objects” that we can share a “kindred
impression” with if our minds are open to their influence)?
What does she mean by it’s “all in the pronouns”?
Because this is a personal essay, you do not need a formal
introduction or conclusion, nor should you include a traditional
thesis statement, but you do need to craft an organized narrative
that addresses these questions in a personal way-- and that
narrative needs to lead to your final insights and answers. You
can consider the following outline if you think it would help
you to organize your writing.
1. Begin by introducing your reader to the fact that you are
considering these questions (introduce us to the title, the author,
a brief and general summary of what the chapter is about and
then the nature of the questions). I would like you to frame your
discussion around a story (for example going for a walk and
thinking about these things—or visiting a specific place). A
personal essay is both formal and creative. The story helps the
reader to better understand the nature of why you are pursuing
answers to this question (something much more interesting and
valuable than the reality that I told you to address these
questions).
2. In order to offer your very personal views about these
questions, discuss and analyze some of the key passages in the
chapter. Make sure that you specifically analyze and explain
20. those passages before you discuss your views on them. As with
the analysis essays you have already written, do not state that
Kimmerer says anything she does not actually say.
3. For the final paragraph, take everything you have discussed
and analyzed and come to a final insight about your views.
Note: This is not a formal essay; however, you still need to pay
attention to your writing and make sure that you organize your
narrative carefully. You are allowed, for this essay, to use “I”
or “you.”
1. In your introductory paragraph, refer to the title of the book
Braiding Sweetgrass: Indigenous Wisdom, Scientific
Knowledge, and the Teachings of Plants and the author’s full
name (Robin Wall Kimmerer). Make it clear that the “essay”
25 | P a g e
· In “Allegiance to Gratitude,” from her book Braiding
Sweetgrass: Indigenous Wisdom, Scientific Knowledge, and the
Teachings of Plants, Robin Wall Kimmerer writes about the
importance of gratitude and reciprocity.
2. For the rest of the essay, use the author’s last name
(Kimmerer). Do not repeat her full name again.
3. Once you have mentioned the title, do not mention it again.
Do not write “in the essay.” We will know that you are
discussing the essay.
4. For in-text citations / quotations, use the page number from
the course reader. You do not need to mention the author’s last
name in the citation because once you have introduced us to the
title and the author’s name, we will know that you are only
quoting that source because your task is to analyze that essay
and that essay only.
21. 5. Provide a works cited page. Here is the correctly formatted
bibliographical citation. Pay attention to the italicized title of
the course reader.
Kimmerer, Robin Wall. “Allegiance to Gratitude.” English 1A
Course Reader. Edited by Nathan Wirth, Nathan’s Mind, Inc.
2019
Kimmerer, Robin Wall. “Learning the Grammar of Animacy.”
English 1A Course Reader. Edited by Nathan Wirth, Nathan’s
Mind, Inc. 2019
time to effectively combine sentences using coordination and
subordination. Make sure that you are taking advantage of
adjective clauses and noun phrase appositives.
subordinators, conjunctive adverbs and transitional expressions
to provide, where appropriate, clear transitions between your
ideas.
your quotations, paraphrasing, and summaries. Be sure you also
provide (a) relevant explanations of them and (b) specific
analysis.
: Upload your final draft to Canvas. Check the
course schedule for due dates and the upload link.
which you write about your writing process for the essay. Please
make this the first page of your document (and it does not count
as one of the required pages). You can find a sample process
letter in this course reader.
22. reader before you upload your essay.
Haudenosaunee Thanksgiving Address Greetings to the Natural
World
Pronounced: HO DEN OH SAW NEE
The People
Today we have gathered and we see that the cycles of life
continue. We have been given the duty to live in balance and
harmony with each other and all living things. So now, we bring
our minds together as one as we give greetings and thanks to
each other as people.
Now our minds are one.
The Earth Mother
We are all thankful to our Mother, the Earth, for she gives us all
that we need for life. She supports our feet as we walk about
upon her. It gives us joy that she continues to care for us as she
has from the beginning of time. To our mother, we send
greetings and thanks.
Now our minds are one.
The Waters
We give thanks to all the waters of the world for quenching our
thirst and providing us with strength. Water is life. We know its
power in many forms- waterfalls and rain, mists and streams,
rivers and oceans. With one mind, we send greetings and thanks
to the spirit of Water.
Now our minds are one.
The Fish
We turn our minds to the all the Fish life in the water. They
were instructed to cleanse and purify the water. They also give
23. themselves to us as food. We are grateful that we can still find
pure water. So, we turn now to the Fish and send our greetings
and thanks.
Now our minds are one.
The Plants
Now we turn toward the vast fields of Plant life. As far as the
eye can see, the Plants grow, working many wonders. They
sustain many life forms. With our minds gathered together, we
give thanks and look forward to seeing Plant life for many
generations to come.
Now our minds are one.
The Food Plants
With one mind, we turn to honor and thank all the Food Plants
we harvest from the garden. Since the beginning of time, the
grains, vegetables, beans and berries have helped the people
survive. Many other living things draw strength from them too.
We gather all the Plant Foods together as one and send them a
greeting of thanks.
Now our minds are one.
The Medicine Herbs
Now we turn to all the Medicine herbs of the world. From the
beginning they were instructed to take away sickness. They are
always waiting and ready to heal us. We are happy there are
still among us those special few who remember how to use these
plants for healing. With one mind, we send
greetings and thanks to the Medicines and to the keepers of the
Medicines. Now our minds are one.
The Animals
We gather our minds together to send greetings and thanks to all
the Animal life in the world. They have many things to teach us
24. as people. We are honored by them when they give up their
lives so we may use their bodies as food for our people. We see
them near our homes and in the deep forests.
We are glad they are still here and we hope that it will always
be so. Now our minds are one
The Trees
We now turn our thoughts to the Trees. The Earth has many
families of Trees who have their own instructions and uses.
Some provide us with shelter and shade, others with fruit,
beauty and other useful things. Many people of the world use a
Tree as a symbol of peace and strength. With one mind, we
greet and thank the Tree life.
Now our minds are one.
The Birds
We put our minds together as one and thank all the Birds who
move and fly about over our heads. The Creator gave them
beautiful songs. Each day they remind us to enjoy and
appreciate life. The Eagle was chosen to be their leader. To all
the Birds-from the smallest to the largest-we send our joyful
greetings and thanks.
Now our minds are one.
The Four Winds
We are all thankful to the powers we know as the Four Winds.
We hear their voices in the moving air as they refresh us and
purify the air we breathe. They help us to bring the change of
seasons. From the four directions they come, bringing us
messages and giving us strength. With one mind, we send our
greetings and thanks to the Four Winds.
Now our minds are one.
The Thunderers
Now we turn to the west where our grandfathers, the Thunder
25. Beings, live. With lightning and thundering voices, they bring
with them the water that renews life. We are thankful that they
keep those evil things made by Okwiseres underground. We
bring our minds together as one to send greetings and thanks to
our Grandfathers, the Thunderers.
Now our minds are one.
The Sun
We now send greetings and thanks to our eldest Brother, the
Sun. Each day without fail he travels the sky from east to west,
bringing the light of a new day. He is the source of all the fires
of life. With one mind, we send greetings and thanks to our
Brother, the Sun.
Now our minds are one.
Grandmother Moon
We put our minds together to give thanks to our oldest
Grandmother, the Moon, who lights the
night-time sky. She is the leader of woman all over the world,
and she governs the movement of the ocean tides. By her
changing face we measure time, and it is the Moon who watches
over the arrival of children here on Earth. With one mind, we
send greetings and thanks to our Grandmother, the Moon.
Now our minds are one.
The Stars
We give thanks to the Stars who are spread across the sky like
jewelry. We see them in the night, helping the Moon to light the
darkness and bringing dew to the gardens and growing things.
When we travel at night, they guide us home. With our minds
gathered together as one, we send greetings and thanks to the
Stars.
26. Now our minds are one.
The Enlightened Teachers
We gather our minds to greet and thank the enlightened
Teachers who have come to help throughout the ages. When we
forget how to live in harmony, they remind us of the way we
were instructed to live as people. With one mind, we send
greetings and thanks to these caring teachers.
Now our minds are one.
The Creator
Now we turn our thoughts to the Creator, or Great Spirit, and
send greetings and thanks for all the gifts of Creation.
Everything we need to live a good life is here on this Mother
Earth. For all the love that is still around us, we gather our
minds together as one and send our choicest words of greetings
and thanks to the Creator.
Now our minds are one.
Closing Words
We have now arrived at the place where we end our words. Of
all the things we have named, it was not our intention to leave
anything out. If something was forgotten, we leave it to each
individual to send such greetings and thanks in their own way.
Now our minds are one.
---------------------------------------------------------------------------
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This translation of the Mohawk version of the Haudenosaunee
Thanksgiving Address was developed, published in 1993, and
provided, courtesy of: Six Nations Indian Museum and the
Tracking Project All rights reserved.
Thanksgiving Address: Greetings to the Natural World English
27. version: John Stokes and Kanawahienton (David Benedict,
Turtle Clan/Mohawk) Mohawk version: Rokwaho (Dan
Thompson, Wolf Clan/Mohawk) Original inspiration:
Tekaronianekon (Jake Swamp, Wolf Clan/Mohawk)
The Pledge of Allegiance
Original 1892 Pledge of Allegiance: I pledge allegiance to my
Flag and the Republic for which it stands, one nation,
indivisible, with liberty and justice for all.
Note: Written in August 1892 by the socialist minister Francis
Bellamy [1855-1931]. Bellamy had hoped that the pledge would
be used by citizens in any country.
1923 Version: I pledge allegiance to the Flag of the United
States of America and to the Republic for which it stands, one
nation, indivisible, with liberty and justice for all.
Note: At this time, the words, "the Flag of the United States of
America" were added
1954 Version: I pledge allegiance to the flag of the United
States of America, and to the republic for which it stands, one
nation under God, indivisible, with liberty and justice for all.
28. Note: In 1954, in response to the Communist threat, President
Eisenhower encouraged Congress to add the words "under God.”
Bellamy's daughter objected to this alteration.
Allegiance to Gratitude by Robin Wall Kimmerer
(from her book: Braiding Sweetgrass: Indigenous Wisdom,
Scientific Knowledge, and the Teachings of Plants)
There was a time, not so long ago, when my morning ritual was
to rise before dawn and start the oatmeal and coffee before
waking the girls. Then I would get them up to feed the horses
before school. That done, I would pack lunches, find lost
papers, and kiss pink cheeks as the school bus chugged up the
hill, all before filling bowls for the cats and dog, finding
something presentable to wear, and previewing my morning
lecture as I drove to school. Reflection was not a word
frequently on my mind those days.
But on Thursdays, I didn’t have a morning class and could
linger a little, so I would walk the pasture to the top of the hill
to start the day properly, with birdsong and shoes soaked in dew
and the
clouds still pink with sunrise over the barn, a down payment on
a debt of gratitude. One Thursday I was distracted from the
robins and new leaves by a call I received from my sixth-grade
daughter’s teacher the night before.
Apparently, my daughter had begun refusing to stand with the
class for the Pledge of Allegiance. The teacher assured me she
wasn’t being disruptive, really, or misbehaving, but just sat
quietly in her seat and wouldn’t join in. After a couple of days
other students began following suit, so the teacher was calling
“just because I thought you’d like to know.”
I remember how that ritual used to begin my day, too, from
kindergarten through high school. Like the tap of the
conductor’s baton, it gathered our attention from the hubbub of
the school bus and the jostling hallway. We would be shuffling
our chairs and putting lunch boxes away in the cubbies when the
29. loudspeaker grabbed us by the collar. We stood beside our desks
facing the flag that hung on a stick at the corner of the
blackboard, as ubiquitous as the smell of floor wax and school
paste.
Hand over heart, we recited the Pledge of Allegiance. The
pledge was a puzzlement to me, as I’m sure it is to most
students. I had no earthly idea what a republic even was, and
was none too sure about God, either. And you didn’t have to be
an eight-year-old Indian to know that “liberty and justice for
all” was a questionable premise.
But during school assemblies, when three hundred voices all
joined together, all those voices, in measured cadence, from the
gray-haired school nurse’s to the kindergarteners’, made me feel
part of something. It was as if for a moment our minds were
one. I could imagine then that if we all spoke for that elusive
justice, it might be within our reach.
From where I stand today, though, the idea of asking
schoolchildren to pledge loyalty to a political system seems
exceedingly curious. Especially since we know full well that the
practice of recitation will largely be abandoned in adulthood,
when the age of reason has presumably been attained.
Apparently my daughter had reached that age and I was not
about to interfere. “Mom, I’m not going to stand there and lie,”
she explained. “And it’s not exactly liberty if they force you to
say it, is it?”
She knew different morning rituals, her grandfather’s pouring of
coffee on the ground and the one I carried out on the hill above
our house, and that was enough for me. The sunrise ceremony is
our Potawatomi way of sending gratitude into the world, to
recognize all that we are given and to offer our choicest thanks
in return. Many Native peoples across the world, despite myriad
cultural differences, have this in common—we are rooted in
cultures of
gratitude.
Our old farm is within the ancestral homelands of the Onondaga
Nation and their reserve lies a few ridges to the west of my
30. hilltop. There, just like on my side of the ridge, school buses
discharge a herd of kids who run even after the bus monitors
bark “Walk!” But at Onondaga, the flag flying outside the
entrance is purple and white, depicting the Hiawatha wampum
belt, the symbol of the Haudenosaunee Confederacy. With
bright backpacks too big for their little shoulders, the kids
stream in through doors painted the traditional Haudenosaunee
purple, under the words Nya wenhah Ska: nonh a greeting of
health and peace. Black-haired children run circles around the
atrium, through sun shafts, over clan symbols etched on the
slate floor.
Here the school week begins and ends not with the Pledge of
Allegiance, but with the Thanksgiving Address, a river of words
as old as the people themselves, known more accurately in the
Onondaga language as the Words That Come Before All Else.
This ancient order of protocol sets gratitude as the highest
priority. The gratitude is directed straight to the ones who share
their gifts with the world.
All the classes stand together in the atrium, and one grade each
week has responsibility for the oratory. Together, in a language
older than English, they begin the recitation. It is said that the
people were instructed to stand and offer these words whenever
they gathered, no matter how many or how few, before anything
else was done. In this ritual, their teachers remind them that
every day, “beginning with where our feet first touch the earth,
we send greetings and thanks to all members of the natural
world.”
Today it is the third grade’s turn. There are only eleven of them
and they do their best to start together, giggling a little, and
nudging the ones who just stare at the floor. Their little faces
are screwed
up with concentration and they glance at their teacher for
prompts when they stumble on the words. In their own language
they say the words they’ve heard nearly every day of their lives.
31. Today we have gathered and when we look upon the faces
around us we see that the cycles of life continue. We have been
given the duty to live in balance and harmony with each other
and all living things. So now let us bring our minds together as
one as we give greetings and thanks to each other as People.
Now our minds are one.10
There is a pause and the kids murmur their assent.
We are thankful to our Mother the Earth, for she gives us
everything that we need for life. She supports our feet as we
walk about upon her. It gives us joy that she still continues to
care for us, just as she has from the beginning of time. To our
Mother, we send thanksgiving, love, and respect. Now our
minds are one.
The kids sit remarkably still, listening. You can tell they’ve
been raised in the longhouse.
The Pledge has no place here. Onondaga is sovereign territory,
surrounded on every side by the Republicforwhichitstands, but
outside the jurisdiction of the United States. Starting the day
with the Thanksgiving Address is a statement of identity and an
exercise of sovereignty, both political and cultural. And so
much more.
The Address is sometimes mistakenly viewed as a prayer, but
the children’s heads are not bowed. The elders at Onondaga
teach otherwise, that the Address is far more than a pledge, a
prayer, or a poem alone.
Two little girls step forward with arms linked and take up the
words again:
We give thanks to all of the waters of the world for quenching
our thirst, for providing strength and nurturing life for all
beings. We know its power in many forms—waterfalls and rain,
mists and streams, rivers and oceans, snow and ice. We are
grateful that the waters are still here and meeting their
32. responsibility to the rest of Creation. Can we agree that water is
important to our lives and bring our minds together as one to
send greetings and thanks to the Water? Now our minds are one.
I’m told that the Thanksgiving Address is at heart an invocation
of gratitude, but it is also a material, scientific inventory of the
natural world. Another name for the oration is Greetings and
Thanks to the Natural World. As it goes forward, each element
of the ecosystem is named in its turn, along with its function. It
is a lesson in Native science.
We turn our thoughts to all of the Fish life in the water. They
were instructed to cleanse and purify the water. They also give
themselves to us as food. We are grateful that they continue to
do their duties and we send to the Fish our greetings and our
thanks. Now our minds are one.
Now we turn toward the vast fields of Plant life. As far as the
eye can see, the Plants grow, working many wonders. They
sustain many life forms. With our minds gathered together, we
give thanks and look forward to seeing Plant life for many
generations to come. Now our minds are one.
When we look about us, we see that the berries are still here,
providing us with delicious foods. The leader of the berries is
the strawberry, the first to ripen in the spring. Can we agree that
we are grateful that the berries are with us in the world and send
our thanksgiving, love, and respect to the berries? Now our
minds are one.
10 *The actual wording of the Thanksgiving Address varies
with the speaker. This text is the widely publicized version of
John Stokes and Kanawahientun, 1993.
I wonder if there are kids here who, like my daughter, rebel,
who refuse to stand and say thank you to the earth. It seems
hard to argue with gratitude for berries.
33. With one mind, we honor and thank all the Food Plants we
harvest from the garden, especially the Three Sisters who feed
the people with such abundance. Since the beginning of time,
the grains, vegetables, beans, and fruit have helped the people
survive. Many other living things draw strength from them as
well. We gather together in our minds all the plant foods and
send them a greeting and thanks. Now our minds are one.
The kids take note of each addition and nod in agreement.
Especially for food. A little boy in a Red Hawks lacrosse shirt
steps forward to speak:
Now we turn to the Medicine Herbs of the world. From the
beginning they were instructed to take away sickness. They are
always waiting and ready to heal us. We are so happy that there
are still among us those special few who remember how to use
the plants for healing. With one mind, we send thanksgiving,
love, and respect to the Medicines and the keepers of the
Medicines. Now our minds are one.
Standing around us we see all the Trees. The Earth has many
families of Trees who each have their own instructions and
uses. Some provide shelter and shade, others fruit and beauty
and many useful gifts. The Maple is the leader of the trees, to
recognize its gift of sugar when the People need it most. Many
peoples of the world recognize a Tree as a symbol of peace and
strength. With one mind we greet and thank the Tree life. Now
our minds are one.
The Address is, by its very nature of greetings to all who
sustain us, long. But it can be done in abbreviated form or in
long and loving detail. At the school, it is tailored to the
language skills of the children speaking it.
Part of its power surely rests in the length of time it takes to
send greetings and thanks to so many. The listeners reciprocate
the gift of the speaker’s words with their attention, and by
34. putting their minds into the place where gathered minds meet.
You could be passive and just let the words and the time flow
by, but each call asks for the response: “Now our minds are
one.” You have to concentrate; you have to give yourself to the
listening. It takes effort, especially in a time when we are
accustomed to sound bites and immediate gratification.
When the long version is done at joint meetings with non-Native
business or government officials, they often get a little
fidgety— especially the lawyers. They want to get on with it,
their eyes darting around the room, trying so hard not to look at
their watches. My own students profess to cherish the
opportunity to share this experience of the Thanksgiving
Address, and yet it never fails that one or a few comment that it
goes on too long. “Poor you,” I sympathize. “What a pity that
we have so much to be thankful for.”
We gather our minds together to send our greetings and thanks
to all the beautiful animal life of the world, who walk about
with us. They have many things to teach us as people. We are
grateful that they continue to share their lives with us and hope
that it will always be so. Let us put our minds together as one
and send our thanks to the Animals. Now our minds are one.
Imagine raising children in a culture in which gratitude is the
first priority. Freida Jacques works at the Onondaga Nation
School. She is a clan mother, the school-community liaison, and
a generous
teacher. She explains to me that the Thanksgiving Address
embodies the Onondaga relationship with the world. Each part
of Creation is thanked in turn for fulfilling its Creator-given
duty to the others. “It reminds you every day that you have
enough,” she says. “More than enough. Everything needed to
sustain life is already here. When we do this, every day, it leads
us to an outlook of contentment and respect for all of Creation.”
You can’t listen to the Thanksgiving Address without feeling
wealthy. And, while expressing gratitude seems innocent
35. enough, it is a revolutionary idea. In a consumer society,
contentment is a radical proposition. Recognizing abundance
rather than scarcity undermines an economy that thrives by
creating unmet desires.
Gratitude cultivates an ethic of fullness, but the economy needs
emptiness. The Thanksgiving Address reminds you that you
already have everything you need. Gratitude doesn’t send you
out shopping to find satisfaction; it comes as a gift rather than a
commodity, subverting the foundation of the whole economy.
That’s good medicine for land and people alike.
We put our minds together as one and thank all the birds who
move and fly about over our heads. The Creator gave them the
gift of beautiful songs. Each morning they greet the day and
with their songs remind us to enjoy and appreciate life. The
Eagle was chosen to be their leader and to watch over the world.
To all the Birds, from the smallest to the largest, we send our
joyful greetings and thanks. Now our minds are one.
The oratory is more than an economic model; it’s a civics
lesson, too. Freida emphasizes that hearing the Thanksgiving
Address every day lifts up models of leadership for the young
people: the strawberry as leader of the berries, the eagle as
leader of the birds. “It reminds them that much is expected of
them eventually. It says this is what it means to be a good
leader, to have vision, and to be generous, to sacrifice on behalf
of the people. Like the maple, leaders are the first to offer their
gifts.” It reminds the whole community that leadership is rooted
not in power and authority, but in service and wisdom.
We are all thankful for the powers we know as the Four Winds.
We hear their voices in the moving air as they refresh us and
purify the air we breathe. They help to bring the change of
seasons. From the four directions they come, bringing us
messages and giving us strength.
36. With one mind we send our greetings and thanks to the Four
Winds. Now our minds are one.
As Freida says, “The Thanksgiving Address is a reminder we
cannot hear too often, that we human beings are not in charge of
the world, but are subject to the same forces as all of the rest of
life.”
For me, the cumulative impact of the Pledge of Allegiance, from
my time as a schoolgirl to my adulthood, was the cultivation of
cynicism and a sense of the nation’s hypocrisy—not the pride it
was meant to instill. As I grew to understand the gifts of the
earth, I couldn’t understand how “love of country” could omit
recognition of the actual country itself. The only promise it
requires is to a flag. What of the promises to each other and to
the land?
What would it be like to be raised on gratitude, to speak to the
natural world as a member of the democracy of species, to raise
a pledge of Interdependence? No declarations of political
loyalty are required, just a response to a repeated question:
“Can we agree to be grateful for all that is given?” In the
Thanksgiving Address, I hear respect toward all our nonhuman
relatives, not one political entity, but to all of life. What
happens to nationalism, to political boundaries, when allegiance
lies with winds and waters that know no boundaries, that cannot
be bought or sold?
Now we turn to the west where our grandfathers the Thunder
Beings live. With lightning and thundering voices they bring
with them the water that renews life. We bring our minds
together as one to send greetings and thanks to our
Grandfathers, the Thunderers.
We now send greetings and thanks to our eldest brother the Sun.
Each day without fail he travels the sky from east to west,
bringing the light of a new day. He is the source of all the fires
of life. With one mind, we send greetings and thanks to our
37. Brother, the Sun. Now our minds are one.
The Haudenosaunee have been recognized for centuries as
masters of negotiation, for the political prowess by which
they’ve survived against all odds. The Thanksgiving Address
serves the people in myriad ways, including diplomacy. Most
everyone knows the tension that squeezes your jaw before a
difficult conversation or a meeting that is bound to be
contentious. You straighten your pile of papers more than once
while the arguments you have prepared stand at attention like
soldiers in your throat, ready to be deployed. But then the
Words That Come Before All Else begin to flow, and you start
to answer. Yes, of course we can agree that we are grateful for
Mother Earth. Yes, the same sun shines on each and every one
of us. Yes, we are united in our respect for the
trees. By the time we greet Grandmother Moon, the harsh faces
have softened a bit in the gentle light of remembrance. Piece by
piece, the cadence begins to eddy around the boulder of
disagreement and erode the edges of the barriers between us.
Yes, we can all agree that the waters are still here. Yes, we can
unite our minds in gratitude for the winds. Not surprisingly,
Haudenosaunee decision¬ making proceeds from consensus, not
by a vote of the majority. A decision is made only “when our
minds are one.” Those words are a brilliant political preamble
to negotiation, strong medicine for soothing partisan fervor.
Imagine if our government meetings began with the
Thanksgiving Address. What if our leaders first found common
ground before fighting over their differences?
We put our minds together and give thanks to our oldest
Grandmother, the Moon, who lights the nighttime sky. She is
the leader of women all over the world and she governs the
movement of the ocean tides. By her changing face we measure
time and it is the Moon who watches over the arrival of children
here on Earth. Let us gather our thanks for Grandmother Moon
38. together in a pile, layer upon layer of gratitude, and then
joyfully fling that pile of thanks high into the night sky that she
will know. With one mind, we send greetings and thanks to our
Grandmother, the Moon.
We give thanks to the Stars who are spread across the sky like
jewelry. We see them at night, helping the Moon to light the
darkness and bringing dew to the gardens and growing things.
When we travel at night, they guide us home. With our minds
gathered as one, we send greetings and thanks to all the Stars.
Now our minds are one.
Thanksgiving also reminds us of how the world was meant to be
in its original condition. We can compare the roll call of gifts
bestowed on us with their current status. Are all the pieces of
the ecosystem still here and doing their duty? Is the water still
supporting life? Are all those birds still healthy? When we can
no longer see the stars because of light pollution, the words of
Thanksgiving should awaken us to our loss and spur us to
restorative action. Like the stars themselves, the words can
guide us back home.
We gather our minds to greet and thank the enlightened
Teachers who have come to help throughout the ages. When we
forget how to live in harmony, they remind us of the way we
were instructed to live as people. With one mind, we send
greetings and thanks to these caring Teachers. Now our minds
are one.
While there is a clear structure and progression to the oratory, it
is usually not recited verbatim or exactly the same by different
speakers. Some renditions are low murmurs, barely discernible.
Some are nearly songs. I love to hear elder Tom Porter hold a
circle of listeners in the bowl of his hand. He lights up every
face and no matter how long the delivery, you wish it was
longer. Tommy says, “Let us pile up our thanks like a heap of
flowers on a blanket. We will each take a corner and toss it high
39. into the sky. And so our thanks should be as rich as the gifts of
the world that shower down upon us,” and we stand there
together, grateful in the rain of blessings.
We now turn our thoughts to the Creator, or Great Spirit, and
send greetings and thanks for all the gifts of Creation.
Everything we need to live a good life is here on Mother Earth.
For all the love that is still around us, we gather our minds
together as one and send our choicest words of greetings and
thanks to the Creator. Now our minds are one.
The words are simple, but in the art of their joining, they
become a statement of sovereignty, a political structure, a Bill
of Responsibilities, an educational model, a family tree, and a
scientific inventory of ecosystem services. It is a powerful
political document, a social contract, a way of being—all in one
piece. But first and foremost, it is the credo for a culture of
gratitude.
Cultures of gratitude must also be cultures of reciprocity. Each
person, human or no, is bound to every other in a reciprocal
relationship. Just as all beings have a duty to me, I have a duty
to them. If an animal gives its life to feed me, I am in turn
bound to support its life. If I receive a stream’s gift of pure
water, then I am
responsible for returning a gift in kind. An integral part of a
human’s education is to know those duties and how to perform
them.
The Thanksgiving Address reminds us that duties and gifts are
two sides of the same coin. Eagles were given the gift of far
sight, so it is their duty to watch over us. Rain fulfills its duty
as it falls, because it was given the gift of sustaining life. What
is the duty of humans? If gifts and responsibilities are one, then
asking “What is our responsibility?” is the same as asking
“What is our gift?” It is said that only humans have the capacity
for gratitude. This is among our gifts.
40. It’s such a simple thing, but we all know the power of gratitude
to incite a cycle of reciprocity. If my girls run out the door with
lunch in hand without a “Thanks, Mama!” I confess I get to
feeling a tad miserly with my time and energy. But when I get a
hug of appreciation, I want to stay up late to bake cookies for
tomorrow’s lunch bag. We know that appreciation begets
abundance. Why should it not be so for Mother Earth, who
packs us a lunch every single day?
Living as a neighbor to the Haudenosaunee, I have heard the
Thanksgiving Address in many forms, spoken by many different
voices, and I raise my heart to it like raising my face to the rain.
But I am not a Haudenosaunee citizen or scholar—just a
respectful neighbor and a listener. Because I feared
overstepping my boundaries in sharing what I have been told, I
asked permission to write about it and how it has influenced my
own thinking. Over and over, I was told that these words are a
gift of the Haudenosaunee to the world. When I asked Onondaga
Faithkeeper Oren Lyons about it, he gave his signature slightly
bemused smile and said, “Of course you should write about it.
It’s supposed to be shared, otherwise how can it work? We’ve
been waiting five hundred years for people to listen. If they’d
understood the Thanksgiving then, we wouldn’t be in this
mess.”
The Haudenosaunee have published the Address widely and it
has now been translated into over forty languages and is heard
all around the world. Why not here in this land? I’m trying to
imagine how it would be if schools transformed their mornings
to include something like the Thanksgiving Address. I mean no
disrespect for the whitehaired veterans in my town, who stand
with hand on heart as the flag goes by, whose eyes fill with
tears as they recite the Pledge in raspy voices. I love my
country too, and its hopes for freedom and justice. But the
boundaries of what I honor are bigger than the republic. Let us
pledge reciprocity with the living world. The Thanksgiving
Address describes our mutual allegiance as human delegates to
the democracy of species. If what we want for our people is
41. patriotism, then let us inspire true love of country by invoking
the land herself. If we want to raise good leaders, let us remind
our children of the eagle and the maple. If we want to grow
good citizens, then let us teach reciprocity. If what we aspire to
is justice for all, then let it be justice for all of Creation.
We have now arrived at the place where we end our words. Of
all the things we have named, it is not our intention to leave
anything out. If something was forgotten, we leave it to each
individual to send such greetings and thanks in their own way.
And now our minds are one.
Every day, with these words, the people give thanks to the land.
In the silence that falls at the end of those words I listen,
longing for the day when we can hear the land give thanks for
the people in return.
Learning the Grammar of Animacy by Robin Wall Kimmerer
(from her book: Braiding Sweetgrass: Indigenous Wisdom,
Scientific Knowledge, and the Teachings of Plants) To be native
to a place we must learn to speak its language.
I come here to listen, to nestle in the curve of the roots in a soft
hollow of pine needles, to lean my bones against the column of
white pine, to turn off the voice in my head until I can hear the
voices outside it: the shhh of wind in needles, water trickling
over rock, nuthatch tapping, chipmunks digging, beechnut
falling, mosquito in my ear, and something more—something
that is not for me, for which we have no language, the wordless
being of others in which we are never alone. After the drumbeat
of my mother’s heart, this was my first language.
I could spend a whole day listening. And a whole night. And in
the morning, without my hearing it, there might be a mushroom
that was not there the night before, creamy white, pushed up
42. from the pine needle duff, out of the darkness to the light, still
glistening with the fluid of its passage. Puhpowee.
Listening in wild places, we are audience to conversations in a
language not our own. I think now it was a longing to
comprehend this language I hear in the woods that led me to
science, to learn over the years to speak fluent botany. A tongue
that should not, by the way, be mistaken for the language of
plants. I did learn another language in science, though, one of
careful observation, an intimate vocabulary that names each
little part. To
name and describe you must first see, and science polishes the
gift of seeing. I honor the strength of the language that has
become a second tongue to me. But beneath the richness of its
vocabulary and its descriptive power, something is missing, the
same something that swells around you and in you when you
listen to the world. Science can be a language of distance which
reduces a being to its working parts; it is a language of objects.
The language scientists speak, however precise, is based on a
profound error in grammar, an omission, a grave loss in
translation from the native languages of these shores.
My first taste of the missing language was the word Puhpowee
on my tongue. I stumbled upon it in a book by the Anishinaabe
ethnobotanist Keewaydinaquay, in a treatise on the traditional
uses of fungi by our people. Puhpowee, she explained,
translates as “the force which causes mushrooms to push up
from the earth overnight.” As a biologist, I was stunned that
such a word existed. In all its technical vocabulary, Wester
science has no such term, no words to hold this mystery. You’d
think that biologists, of all people, would have words for life.
But in scientific language our terminology is used to define the
boundaries of our knowing. What lies beyond our grasp remains
unnamed.
In the three syllables of this new word I could see an entire
process of close observation in the damp morning woods, the
formulation of a theory for which English has no equivalents.
43. The makers of this word understood a world of being, full of
unseen energies that animate everything. I’ve cherished it for
many years, as a talisman, and longed for the people who gave a
name to the life force of mushrooms. The language that holds
Puhpowee is one that I wanted to speak. So when I learned that
the word for rising, for emergence, belonged to the language of
my ancestors, it became a signpost for me.
Had history been different, I would likely speak
Bodewadmimwin, or Potawatomi, an Anishinaabe language.
But, like many of the three hundred and fifty indigenous
languages of the Americas, Potawatomi is threatened, and I
speak the language you read. The powers of assimilation did
their work as a chance of hearing that language, and yours too,
was washed from the mouths of Indian children in government
boarding schools where speaking your native tongue was
forbidden. Children like my grandfather, who was taken from
his family when he was just a little boy of nine years old. This
history scattered not only our words but also our people.
Today I live far from our reservation, so even if I could speak
the language, I would have no one to talk to. Ut a few summers
ago, at our yearly tribal gathering, a language class was held
and I slipped into the tent to listen.
There was a great deal of excitement about the class because,
for the first time, every single fluent speaker in our tribe would
be there as a teacher. When the speakers were called forward to
the circle of folding chairs, they moved slowly—with canes,
walkers, and wheelchairs, only a few entirely under their own
power. I counted them as they filled the chairs. Nine. Nine
fluent speakers. In the whole world. Our language, millennia in
the making, sits in those nine chairs. The words that praised
creation, told the old stories, lulled my ancestors to sleep, rests
today in the tongues of nine very mortal men and women. Each
in turn addresses the small group of would-be students.
A man with long gray braids tells how his mother hid him away
when the Indian agents came to take the children. He escaped
44. boarding school by hiding under an overhung bank where the
sound of the stream covered his crying. The others were all
taken and had their mouths washed out with soap, or worse, for
“talking that dirty Indian language.” Because he alone stayed
home and was raised up calling the plants and animals by the
name Creator gave them, he is here today, a carrier of the
language. The engines of assimilation worked well. The
speaker’s eyes blaze as he tells us, “We’re the end of the road.
We are all that is left. If you young people do not learn, the
language will die. The missionaries and the U.S. government
will have their victory at last.”
A great-grandmother from the circle pushes her walker up close
to the microphone. “It’s not just the words that will be lost,”
she says. “The language is the heart of our culture; it holds our
thoughts, our way of seeing the world. It’s too beautiful for
English to explain.” Puhpowee.
Jim Thunder, at seventy-five the youngest of the speakers, is a
round brown man of serious demeanor who spoke only in
Potawatomi. He began solemnly, but as he warmed to his
subject his voice lifted like a breeze in the birch trees and his
hands began to tell the story. He became more and more
animated, rising to his feet, holding up rapt and silent although
almost no one understood a single word. He paused as if
reaching the climax of his story and looked out at the audience
with a twinkle of expectation. One of the grandmothers behind
him covered her mouth in a giggle and his stern face suddenly
broke into a smile as big and sweet as a cracked watermelon. He
bent over laughing and the grandmas dabbed away tears of
laughter, holding their sides, while the rest of us looked on in
wonderment. When the laughter subsided, he spoke at last in
English: “What will happen to a joke when no one can hear it
anymore? How lonely those words will be, when their power is
gone.
Where will they go? Off to join the stories that can never be
told again.”
So now my house is spangled with Post-it notes in another
45. language, as if I were studying for a trip abroad. But I’m not
going away, I’m coming home.
Ni pi je ezhyayen? Asks the little yellow sticky note on my back
door. My hands are full and the car is running, but I switch my
bag to the other hip and pause long enough to respond. Odanek
nde zhya, I’m going to town. And so I do, to work, to class, to
meetings, to the bank, to the grocery store. I talk all day and
sometimes write all evening in the beautiful language I was
born to, the same one used by 70 percent of the world’s people,
a tongue viewed as the most useful, with the richest vocabulary
in the modern world. English. When I get home at night to my
quiet house, there is a faithful Post-it note on the closet door.
Gisken I gbiskewagen! And so I take off my coat.
I cook dinner, pulling utensils from cupboards labeled
emkwanen, nagen. I have become a woman who speaks
Potawatomi to household objects. When the phone rings I barely
glance at the Post-it there as I dopnen the giktogan. And
whether it is a solicitor or a friend, they speak English. Once a
week or so, it is my sister from the West Coast who says Bozho.
Moktthewenkwe nda—as if she needed to identify herself: who
else speaks Potawatomi? To call it speaking is a stretch. Really,
all we do is blurt garbled phrases to each other in a parody of
conversation: How are you? I am fine. Go to town. See bird.
Red. Frybread good. We sound like Tonto’s side of the
Hollywood dialogue with the Lone Ranger. “Me try talk good
Injun way.” On the rare occasion when we actually can string
together a halfway coherent thought, we freely insert high
school Spanish words to fill in the gaps, making a language we
call Spanawatomi.
Tuesdays and Thursdays at 12:15 Oklahoma time, I join the
Potawatomi lunchtime language class, streaming from tribal
headquarters ia the Internet. There are usually about ten of us,
from all over the country. Together we learn to count and to say
pass the salt. Someone asks, “How do you say please pass the
salt?” Our teacher, Justin Neely, a young man devoted to
46. language revival, explains that while there are several words for
thank you, there is no word for please. Food was meant to be
shared, no added politeness needed; it was simply a cultural
given that one was asking respectfully. The missionaries took
this absence as further evidence of crude manners.
Many nights, when I should be grading papers or paying bills,
I’m at the computer running through Potawatomi language
drills. After months, I have mastered the kindergarten
vocabulary and can confidently match the pictures of animals to
their indigenous names. It reminds me of reading picture books
to my children; “Can you point to the squirrel? Where is the
bunny?” All the while I’m telling myself that I really don’t have
time for this, and what’s more, little need to know the words for
bass and fox anyway. Since our tribal diaspora left us scattered
to the four winds, who would I talk to?
The simple phrases I’m learning are perfect for my dog. Sit!
Eat! Come here! Be quiet! But since she scarcely responds to
these commands in English, I’m reluctant to train her to be
bilingual. An admiring student once asked me if I spoke my
native language. I was tempted to say, “Oh yes, we speak
Potawatomi at home”— me, the dog, and the Post-it notes. Our
teacher tells us not to be discouraged and thanks us every time a
word is spoken—thanks us for breathing life into the language,
even if we only speak a single word. “But I have no one to talk
to, “I complain. “None of us do,“ he reassures me, “but
someday we will.”
So I dutifully learn the vocabulary but find I hard to see the
“heart of our culture” in translating bed and sink into
Potawatomi. Learning nouns was pretty easy; after all, I’d
learned thousands of botanical Latin names and scientific terms.
I reasoned that this could not be too much different—just a one-
for-one substitution, memorization. At least on paper, where
you can see letters, this is true. Hearing the language is a
different story. There are fewer letters in our alphabet, so the
distinction among words for a beginner is often subtle. With the
beautiful clusters of consonants of zh and mb and shwe and kwe
47. and mshk, our language sounds like wind in the pines and water
over rocks, sounds our ears may have been more delicately
attuned to in the past, but no longer. To learn again, you really
have to listen.
To actually speak, of course, requires verbs, and here is where
my kindergarten proficiency at naming things leaves off.
English is a noun-based language, somehow appropriate to a
culture so obsessed with things. Only 30 percent of English
words are verbs, but in Potawatomi that proportion is 70
percent. Which means that 70 percent of the words have to be
conjugated, and 70 percent have different tenses and cases to be
mastered.
European languages often assign gender to nouns, but
Potawatomi does not divide the world into masculine and
feminine. Nouns and verbs both are animate and inanimate. You
hear a person with a word that is completely different from the
one with which you hear an airplane. Pronouns, articles, plurals,
demonstratives, verbs—all those syntactical bits I never could
keep straight in high school English are all aligned in
Potawatomi to provide different ways to speak of the living
world and the lifeless one. Different verb forms, different
plurals, different everything apply depending on whether what
you are speaking of is alive.
No wonder there are only nine speakers left! I try, but the
complexity makes my head hurt and my ear can barely
distinguish between words that mean completely different
things. One teacher reassures us that this will come with
practice, but another elder concedes that these close similarities
are inherent in the language. As Stewart King, a knowledge
keeper and great teacher, reminds us, the Creator meant for us
to laugh, so humor is
deliberately built into the syntax. Even a small slip of the
tongue can convert “We need more firewood” to “Take off your
clothes.” In fact, I learned that the mystical word Puhpowee is
used not only for mushrooms, but also for certain other shafts
48. that rise mysteriously in the night.
My sister’s gift to me one Christmas was a set of magnetic tiles
for the refrigerator in Ojibwe, or Anishinabemowin, a language
closely related to Potawatomi. I spread them out on my kitchen
table looking for familiar words, but the more I looked, the
more worried I got. Among the hundred or more tiles, there was
but a single word that I recognized: megwech, thank you. The
small feeling of accomplishment from months of study
evaporated in a moment.
I remember paging through the Ojibwe dictionary she sent,
trying to decipher the tiles, but the spellings didn’t always
match and the print was too small and there are way too many
variations on a single word and I was feeling that this was just
way too hard. The threads in my brain knotted and the harder I
tried, the tighter they became. Pages blurred and my eyes
settled on a word—a verb, of course: “to be a Saturday.” Pfft! I
threw down the book. Since when is Saturday a verb? Everyone
knows it’s a noun. I grabbed the dictionary and flipped more
pages and all kinds of things seemed to be verbs: “to be a hill,”
“to be red,” “to be a long sandy stretch of beach,” and then my
finger rested on Wiikwegamaa: “to be a bay.” ” Ridiculous!” I
ranted in my head. “There is no reason to make it so
complicated. No wonder no one speaks it. A cumbersome
language, impossible to learn, and more than that, it’s all
wrong. A bay is most definitely a person, place, or thing—a
noun and not a verb.” I was ready to give up. I’d learned a few
words, done my duty to the language that was taken from my
grandfather. Oh, the ghosts of the missionaries in the boarding
schools must have been rubbing their hands in glee at my
frustration. “She’s going to surrender,” they said.
And then I swear I heard the zap of synapses firing. An electric
current sizzled down my arm and through my finger, and
practically scorched the page where that one word lay. In that
moment I could smell the water of the bay, watch it rock against
the shore and hear it sift onto the sand. A bay is a noun only if
water is dead. When bay is a noun, it is defined by humans,
49. trapped between its shores and contained by the word. But the
verb wiikwegamaa—to be a bay—releases the water from
bondage and lets it live. “to be a bay” holds the wonder that, for
this moment, the living water has decided to shelter itself
between these shores, conversing with cedar roots and a flock of
baby mergansers. Because it could to otherwise—become a
stream or an ocean or a waterfall, and there are erbs for that
too. To be a hill, to be a sandy beach, to be a Saturday, all are
possible verbs in a world where everything is alive. Water, land,
and even a day, the language a mirror for seeing the animacy of
the world, the life that pulses through all things, through pines
and nuthatches and mushrooms. This is the language I hear in
the woods; this is the language that lets us speak of what wells
up all around us. And the vestiges of boarding schools, the
soap-wielding missionary wraiths, hand their heads in defeat.
This is the grammar of animacy. Imagine seeing your
grandmother standing at the stove in her apron and then saying
of her, “Look, it is making soup. It has gray hair.” We might
snicker at such a mistake, but we also recoil from it. In English,
we never refer to a member of our family, or indeed to any
person, as it. That would be a profound act of disrespect. It
robs a person of selfhood and kinship, reducing a person to a
mere thing. So it is that in Potawatomi and most other
indigenous languages, we use the same words to address the
living world as we use for our family. Because they are our
family.
To whom does our language extend the grammar of animacy?
Naturally, plants and animals are animate, but as I learn, I am
discovering that the Potawatomi understanding of what it means
to be animate diverges from the list of attributes of living
beings we all learned in Biology 101. In Potawatomi 101, rocks
are animate, as are mountains and water and fire and places.
Beings that are imbued with spirit, our sacred medicines, our
songs, drums, and even stories, are all animate. The list of the
inanimate seems to be smaller, filled with objects that are made
by people. Of an inanimate being, like a table, we say, “What is
50. it?” And we answer Dopwen yewe. Table it is. But of apple, we
must say, “Who is that being?” And reply Mshimin yawe. Apple
that being is.
Yawe—The animate to be. I am, you are, s/he is. To speak of
those possessed with life and spirit we must say yawe. By what
linguistic confluence do Yahweh of the Old Testament and yawe
of the New World both fall from the mouths of the reverent?
Isn’t this just what it means, to be, to have the breath of life
within, to be the offspring of Creation? The language reminds
us in every sentence, of our kinship with all of the animate
world.
English doesn’t give us many tools for incorporating respect for
animacy. In English, you are either a human or a thing. Our
grammar boxes us in by the choice of reducing a nonhuman
being to an it, or it must be gendered, inappropriately, as a he or
a she. Where are our words for the simple existence of another
living being? Where is our yawe? My friend Michael Nelson, an
ethicist who thinks a great deal about moral inclusion, told me
about a woman he knows, a field biologist whose work is among
other-than-humans. Most of her companions are not two-legged,
and so her language has shifted to accommodate her
relationships. She kneels along the trail to inspect a set of
moose tracks, saying, “Someone’s already been this way this
morning.” “Someone is in my hat,” she says, shaking out a
deerfly. Someone, not something.
When I am in the woods with my students, teaching them the
gifts of plants and how to call them by name, I try to be mindful
of my language, to be bilingual between the lexicon of science
and the grammar of animacy. Although they still have to learn
scientific roles and Latin names, I hope I am also teaching them
to know the world as a neighborhood of nonhuman residents, to
know that, as ecotheologian Thomas Berry has written, “we
must say of the universe that it is a communion o subjects, no a
collection of objects.”
On afternoon, I sate with my field ecology students by a
51. wiikwergamaa and shared this idea of animate language. One
young man, Andy, splashing his feet in the clear water, asked
the big question. “Wait a second,” he said as he wrapped his
mind around this linguistic distinction, “doesn’t this mean that
speaking English, thinking in English, somehow gives us
permission to disrespect nature? By denying everyone else the
right to be persons?
Wouldn’t things be different if nothing was an it?”
Swept away with the idea, he said I felt like an awakening to
him. More like a remembering, I think. The animacy of the
world is something we already know, but the language of
animacy teeters on extinction—not just for Native peoples, but
for everyone. Our toddlers speak of plants and animals as if
they were people, extending to them self and intention and
compassion—until we teach them not to. We quickly retrain
them and make them forget. When we tell them that the tree is
not a who, but an it, we make that maple an object; we put a
barrier between us, absolving ourselves of moral responsibility
and opening the door to exploitation. Saying it makes a living
land into “natural resources.” If a maple is an it, we can take up
the chain saw. If a maple is a her, we think twice.
Another student countered Andy’s argument. “But we can’t say
he or she. That would be anthropomorphism.” They are well-
schooled biologists who have been instructed, in no uncertain
terms, never to ascribe human characteristics to a study object,
to another species. It’s a cardinal sin that leads to a loss of
objectivity. Carla pointed out that “it’s also disrespectful to
animals. We shouldn’t project our perceptions onto them. They
have their own ways—they’re not just people in furry
costumes.” Andy countered, “But just because we don’t think of
them as humans doesn’t mean they aren’t beings. Isn’t it even
more disrespectful to assume that we’re the only species that
counts as “persons”? The arrogance of English is that the only
way to be animate, to be worthy of respect and moral concern,
is to be a human.
A language teacher I know explained that grammar is just the
52. way we chart relationships in language.
Maybe it also reflects our relationships with each other. Maybe
a grammar of animacy could lead us to whole new ways of
living in the world, other species a sovereign people, a world
with a democracy of species, not a tyranny of one—with moral
responsibility to water and wolves, and with a legal system that
recognizes the standing of other species. It’s all in the
pronouns.
Any is right. Learning the grammar of animacy could well be a
restraint on our mindless exploitation of land. But there is more
to it. I have heard our elders give advice like “You should go
among the standing people” or “Go spend some time with those
Beaver people.” They remind us of the capacity of others as our
teachers, as holders of knowledge, as guides. Imagine walking
through a richly inhabited world of Birch people, Bear people,
Rock people, beings we think of and therefore speak of as
persons worthy of our respect, of inclusion in a peopled world.
We Americans are reluctant to learn a foreign language of our
own species, let alone another species. But imagine the
possibilities. Imagine the access we would have to different
perspectives, possibilities, the things we might see through
other eyes, the wisdom that surrounds us. We don’t have to
figure out everything by ourselves: there are intelligences other
than our own, teachers all around us. Imagine how much less
lonely the world would be.
Every word I learn comes with a breath of gratitude for our
elders who have kept this language alive and passed along its
poetry. I still struggle mightily with verbs, can hardly speak at
all, and I’m still most adept with only kindergarten vocabulary.
But I like that in the morning I can go for my walk around the
meadow greeting neighbors by name. When Crow caws at me
from the hedgerow, I can call back Mno gizhget andushukwe! I
can brush my hand over the soft grasses and murmur Bozho
mishkos. It’s a small thing, but it makes me happy.
I’m not advocating that we all learn Potawatomi or Hopi or
Seminole, even if we could. Immigrants came to these shores
53. bearing a legacy of languages, all to be cherished. But to
become native to the place, if we are to survive here, and our
neighbors too, our work is to learn to speak the grammar of
animacy, so that we might truly be at home.
I remember the words of Bill Tall Bull, a Cheyenne elder. As a
young person, I spoke to him with a heavy heart, lamenting that
I had no native language with which to speak to the plants and
the places that I love. “They love to hear the old language,” he
said, “it’s true.” “But,” he said, with fingers on his lips, “You
don’t have to speak it here.” “if you speak it here,” he said,
patting his chest, “They will hear you.”