Table of Contents
Executive Summary2
Introduction3
Organizational Overview3
Focal Business Process and Supporting Information System5
Order Processing6
Inventory Management Systems7
Critical Success Factors8
Infrastructure and Architecture Requirements10
Information Management Issues11
Strategic Business Analysis13
Supply Chain13
Upstream13
Downstream15
Challenges Facing the Supply Chain16
Competitive Forces and Generic Response Strategies17
Porter’s Competitive Forces17
Generic Response Strategies20
Value Chain Analysis23
Primary Activities23
Support Activities25
References27
1
Group 12
Executive Summary
Completed During Milestone #6
Introduction
Group 12 decided to interview and research the Minnesota Mining and Manufacturing company (3M) for this paper. We decided on 3M because our team member, Mr. Hersey McCulloch, currently works as an engineer in the Industrial Mineral Division at the 3M Little Rock, Arkansas plant facility. Mr. McCulloch was able to provide in depth knowledge of the core processes at the local facility and companywide within the United States, as well as interview access to 3M’s Chief Information Officer, Mr. John Turner. Additionally, 3M is currently undergoing a massive business transformation (BT) from its legacy Information Systems (IS) to a new Enterprise Resource Platform (ERP), SAP. We felt this was an excellent example of how businesses utilize IS to support their primarily business processes.
The following sections present an overview of the 3M organization, the focal business processes we analyzed, and the associated supporting IS. We primarily focused on the legacy systems at the Little Rock, Arkansas plant, as well as the current BT to the new ERP run by SAP. Organizational Overview
The Minnesota Mining and Manufacturing company (3M) is a publicly-traded, multinational manufacturing company that began in 1902 in Northern Minnesota (3M, 2019). According to 3M (2019), the company started as a small-scale mining venture that grew into a global powerhouse to improve the lives of people around the world. 3M applies science to solve problems and meet customer needs by following the mission statement, “we explore, we connect, and we invent.” Their mission is executed through five (consolidated to four in March of 2019) business groups: Consumer, Electronics and Energy, Health Care, Industrial, and Safety and Graphics. 3M is an internationally recognized corporation with 90 manufacturing facilities in the U.S. states, and 125 facilities in 37 countries internationally. The company is headquartered in the Unites States in Saint Paul, Minnesota (3M, 2019).
According to 3M (2019) more than 60,000 of its products are used in homes, businesses, schools, hospitals, and other industries. Their products are sold through distribution channels, directly to their users, through wholesalers and retailers, jobbers, and dealers around the world (3M, 2019). In 2018, the company’s .
The document provides a literature review on Customer Relationship Management (CRM). It begins with an executive summary that outlines the topics to be discussed, including background information on CRM, dominant CRM vendors, challenges of implementing CRM systems, a case study of a successful Microsoft Dynamics CRM implementation, and security considerations for CRM systems. It then discusses how CRM systems can add value to businesses through benefits like centralized customer data, automated processes, and improved decision making. Popular CRM vendors and the types of solutions they offer are also reviewed.
This document summarizes a research article on warehouse management systems (WMS). It discusses how WMS has been shown to improve the overall effectiveness of warehouse operations by integrating technologies like barcoding, RFID, and warehouse control systems. The implementation of a WMS system can bring cost savings and help manage inventory more effectively. It also allows companies to be more competitive by providing real-time visibility of inventory levels and analytics. Successful implementation of a WMS requires aligning the system with business processes and providing training to operations staff so they can fully leverage the system's capabilities.
The document provides information about business analytics in different industries including business analytics, automotive analytics, FMCG analytics, and e-commerce analytics. It discusses key components of business analytics including data aggregation, data mining, association/sequence identification, and forecasting. For automotive analytics, it outlines use cases for predictive analytics, data from sensors for traffic and insurance, and cost/financial tracking. Top FMCG analytics uses cases include inventory optimization, forecast optimization, and price/promotion analytics. E-commerce analytics focuses on functions like supply chain management, merchant analytics, product analytics, online marketing, and user experience analytics.
Enterprise systems help businesses achieve operational excellence by standardizing key business processes, integrating data across the organization, and providing valuable information for improved decision making. Supply chain management systems coordinate planning, production, and logistics with suppliers by sharing accurate and up-to-date information to reduce uncertainties. Customer relationship management systems help firms achieve customer intimacy through tools that enhance customer service, support marketing campaigns, and provide sales automation. Summit Electric implemented a new ERP system to address problems with its outdated system and improve operational efficiency, such as faster order processing and inventory management.
This document provides an overview of iAge Technologies, a company that provides AI-powered email marketing solutions. Their core product, XR, uses machine learning algorithms to select the best content for each customer, customize send times, and optimize email campaigns. This allows clients to increase revenue by engaging customers through personalized automated email communications. The founders created iAge Technologies after realizing that granular audience segmentation and AI-driven personalized communications at scale could improve email marketing performance. As a company, they are working to implement AI solutions across different industries to increase results from email marketing.
The document summarizes Richards Industries' implementation of a machine monitoring system. Key points:
1) Richards Industries, a manufacturer of industrial valves, installed a machine monitoring system from Forcam to increase productivity.
2) They started with a 10 machine pilot program to test interfaces and data collection. This led to monitoring of 28 machines total.
3) Machine uptime increased significantly according to early results, with overall equipment effectiveness rising at least 20%.
The document provides a literature review on Customer Relationship Management (CRM). It begins with an executive summary that outlines the topics to be discussed, including background information on CRM, dominant CRM vendors, challenges of implementing CRM systems, a case study of a successful Microsoft Dynamics CRM implementation, and security considerations for CRM systems. It then discusses how CRM systems can add value to businesses through benefits like centralized customer data, automated processes, and improved decision making. Popular CRM vendors and the types of solutions they offer are also reviewed.
This document summarizes a research article on warehouse management systems (WMS). It discusses how WMS has been shown to improve the overall effectiveness of warehouse operations by integrating technologies like barcoding, RFID, and warehouse control systems. The implementation of a WMS system can bring cost savings and help manage inventory more effectively. It also allows companies to be more competitive by providing real-time visibility of inventory levels and analytics. Successful implementation of a WMS requires aligning the system with business processes and providing training to operations staff so they can fully leverage the system's capabilities.
The document provides information about business analytics in different industries including business analytics, automotive analytics, FMCG analytics, and e-commerce analytics. It discusses key components of business analytics including data aggregation, data mining, association/sequence identification, and forecasting. For automotive analytics, it outlines use cases for predictive analytics, data from sensors for traffic and insurance, and cost/financial tracking. Top FMCG analytics uses cases include inventory optimization, forecast optimization, and price/promotion analytics. E-commerce analytics focuses on functions like supply chain management, merchant analytics, product analytics, online marketing, and user experience analytics.
Enterprise systems help businesses achieve operational excellence by standardizing key business processes, integrating data across the organization, and providing valuable information for improved decision making. Supply chain management systems coordinate planning, production, and logistics with suppliers by sharing accurate and up-to-date information to reduce uncertainties. Customer relationship management systems help firms achieve customer intimacy through tools that enhance customer service, support marketing campaigns, and provide sales automation. Summit Electric implemented a new ERP system to address problems with its outdated system and improve operational efficiency, such as faster order processing and inventory management.
This document provides an overview of iAge Technologies, a company that provides AI-powered email marketing solutions. Their core product, XR, uses machine learning algorithms to select the best content for each customer, customize send times, and optimize email campaigns. This allows clients to increase revenue by engaging customers through personalized automated email communications. The founders created iAge Technologies after realizing that granular audience segmentation and AI-driven personalized communications at scale could improve email marketing performance. As a company, they are working to implement AI solutions across different industries to increase results from email marketing.
The document summarizes Richards Industries' implementation of a machine monitoring system. Key points:
1) Richards Industries, a manufacturer of industrial valves, installed a machine monitoring system from Forcam to increase productivity.
2) They started with a 10 machine pilot program to test interfaces and data collection. This led to monitoring of 28 machines total.
3) Machine uptime increased significantly according to early results, with overall equipment effectiveness rising at least 20%.
The document discusses a case study of Space Age Furniture Company, which is facing a problem in its manufacturing operations. As the Operations Officer, Coral Snodgrass is responsible for generating value through goods and services while balancing supply and demand. The document examines how operations managers are crucial to running a business efficiently and the challenges faced by Space Age Furniture Company.
A cloud-based TMS that Provides Real-Time Visibility.
Designed to provide visibility and manage
your global shipments from creation to delivery.
iMpact TMS is a configurable solution that meets
your exact needs and specifications.
Information systems are combinations of hardware, software, and networks that organizations use to collect, create, and distribute useful data. They help process and manage data, monitor performance, and support decision making. Information systems are central to virtually every organization and provide users with resources like Wi-Fi networks, database search services, and printers. They consist of hardware, software, data, knowledge, and telecommunications components. Data analytics uses specialized software to explore large volumes of data and provide insights to help organizations grow customer bases, improve efficiency, and detect fraud. Common types of information systems include transaction processing, office automation, decision support, and executive information systems.
Operations management involves managing resources like people, machines, and information to produce products and services. Operations managers make decisions about production scheduling, inventory management, and quality levels. They must transform inputs like staff time, materials, and equipment into outputs. Current trends in operations management include lean systems, e-commerce, and enterprise resource planning (ERP) systems. These trends emphasize efficiency, information sharing, and global collaboration.
Section 1: PROJECT INTRODUCTION
Section 1: PROJECT INTRODUCTION
Project Deliverable 1: Project Plan Inception
CIS 499 – Information Systems Capstone
Background
In the last two years, the ACME Company has experienced continued growth. This growth is expected to continue in the very near future. Specifically, the company is expected to experience a 60% growth in the next eighteen months. This rate of growth has presented new challenges for the company. It now has to redesign its information systems for the larger office space occupied. The continued growth has also highlighted the need to set up the company to deal with more data and ensure for safety and security for its clients. The ACME Company is currently valued at $25 million but is expected to experience significant growth in the future.
Type of Business
The ACME Company collects data using Web analytics and combines it with operational systems data. Increasingly, businesses have appreciated the competitive edge presented by analyzing market data. However, the successful use of data in decision making is a long process that has greatly influenced the growth of information systems. Some of the major steps in this process include collecting information and interpreting its significance. This is intended to compare the external and internal environments of a business and propose better practices that would benefit as a whole.
ACME based its information technology on a hybrid model where some of the systems are hosted and other in-house. This method was initially done with the goal of minimizing costs. However, a lot has changed in the business that necessitates major changes to be made.
Skilled Information Systems Personnel
At the moment, there are only four employees in the company dedicated to the Information Technology department. ACME has adopted a hybrid solution to information technology where much of the systems used by the company were hosted by other entities. This was believed to be part of cutting costs. As the business has continually grown, its information technology needs have expanded and redesigned to meet its current obligations.
The personnel at the company will need to be trained to use any other systems introduced at the workplace. Although all the workers are trained information technology experts, it will be important to involve them in the development of the new design to facilitate its effectiveness. This is primarily intended to ensure that all the qualified personnel at the organization are well-informed about the information technology changes occurring at the workplace.
Types of Data
ACME collects web analytics and combines it with operational systems data. Web analytics includes all the data tha.
This document provides an overview of supply chain management (SCM) and customer relationship management (CRM). It discusses how SCM involves collaboration between resellers and suppliers to deliver value to customers. CRM uses customer data to build stronger marketing programs and long-term customer relationships. The document argues that integrating SCM and CRM allows companies to achieve improvements in financial and performance metrics that would not be possible through standalone approaches. It provides details on the benefits and components of both SCM and CRM systems.
Companies’ perception toward manufacturing execution systems IJECEIAES
The use of information systems in manufacturing sector is very crucial to reach a high level of operational excellence and improve companies’ competitiveness. The use of such systems will definitely increase in the upcoming years, considering the digitalization strategies. Manufacturing execution systems gained a lot of attention in recent years due to showcased benefits in production management operations. Companies that adopted such systems witnessed an increase in process efficiency and enhancements with regards to cost savings and products quality. This paper seeks to analyze what makes the usage of manufacturing execution systems successful among manufacturing companies. We analyzed how the integration capabilities of such systems with other business applications and the company profile impact their usage and consequently the perceived benefits. A case study was conducted with 51 manufacturing companies and data were analyzed using partial least square structural equation modeling technique. The results confirmed the positive and significant impact of the company profile and solution integration capabilities on system usage. In addition, a ranking of solution modules importance for companies was also provided.
Managers face many challenges in managing information systems as organizations and systems continuously change. First-order effects are direct outcomes of a new system while second-order effects are indirect outcomes. Whether a system is successful depends on factors like the organization's competitive environment, culture, structure, processes, and existing IT infrastructure. Privacy is important for individuals in organizations because electronic monitoring can track sensitive personal data like internet usage, medical information, and physical movements. Organizations should consider balancing oversight with employees' reasonable expectations of privacy.
Computer managed maintenance systems, second edition a step-by-step guide to ...EBONG MICHAEL
This document provides an overview of a book that offers a comprehensive guide to implementing an effective computer-managed maintenance system (CMMS). The book discusses determining whether an organization needs a CMMS, developing a justification for gaining management approval, selecting the right vendor and system, creating an implementation plan, and ensuring long-term success. A CMMS can provide cost-effective management of maintenance data and optimize the use of resources to improve plant performance and reduce costs.
This document provides an overview of various business functions and how information systems support them. It discusses accounting, finance, engineering, supply chain management, customer relationship management, and human resource management. Information systems help with activities like inventory control, manufacturing scheduling, targeted marketing, and employee records management. The document also covers ethical issues around consumer privacy and the collection and use of personal data.
The Evolution of Smart Commodity ManagementCTRM Center
Over the last twenty or more years, global wholesale commodity markets have grown and evolved substantially and in the process, a sizeable new software category has been established. That software category is widely known as Commodity Management (CM) software and, at the highest level, it can be defined as those software applications, architectures and tools that support the business processes associated with managing commodities. CM software therefore comprises a broad set of functions that can vary considerably depending on which commodities are traded, what assets are employed in the business, where those assets are located, and what the nature of the company’s business strategy and associated business processes. CM software continues to evolve quite rapidly in lockstep with the industry. In past years, CM focused squarely on trading and risk management as CTRM software, but in recent years it has been extended into the supply chain with solutions such as shipping and stockyard bulk handling, for example.
As the software category has evolved, so has the volume and nature of the data that the software captures, manipulates and stores. Today, big data is an increasingly important aspect of the commodity management world as vast quantities of many types of structured and unstructured data potentially hold the key to profitability and even survival of companies that sell or purchase commodities and raw materials. As a result, the requirements that users place on CM software are also changing from essentially an after the trade recording and reporting system, to one that provides real intelligence and value back to the business.
The document discusses how adopting mobile technologies can help businesses in manufacturing and wholesale distribution overcome challenges and achieve growth. It outlines challenges these industries face, such as global competition and the need for real-time decision making. Harnessing mobility through mobile apps and devices can provide solutions like enabling workers to access vital information in the field, improving inventory management and supply chain visibility, and streamlining training. The document concludes that companies who implement a comprehensive mobile strategy tailored to their needs can gain productivity increases and cost savings to strengthen their competitive position.
1. McDonald's uses various information systems to handle its large volume of daily transactions from over 32,500 restaurants globally.
2. Key information systems used by McDonald's include transaction processing systems to track orders and suppliers, management information systems to support decision making, and point-of-sale systems to speed up the ordering process.
3. Additional systems like the "Made for You" system, "Hyperactive Bob" security cameras, and new touchscreen ordering machines help McDonald's maintain efficiency, forecast demand, and enhance the customer experience.
STS. Smarter devices. Smarter test systems.Hank Lydick
This document provides an overview of trends in automated test and measurement. It discusses how semiconductor companies are using real-time data analytics to reduce manufacturing test costs by harvesting production test data. It also discusses how test management software is becoming more important for handling new programming languages. Additionally, it discusses how RFIC companies are reusing IP and standardizing hardware to reduce costs and time to market across the product design cycle from characterization to production.
This document discusses trends in automated test systems and strategies. It covers topics like harvesting production test data through real-time analytics, challenges of life-cycle management for long-term projects due to software obsolescence and compatibility issues, and how off-the-shelf test executives can help address the influx of new programming languages. It also discusses standardizing platforms across product design cycles to reduce costs, and adopting modular solutions to validate high-frequency components economically.
The supply chain control tower enables companies to better understand, prioritize and resolve critical issues in real-time, leveraging advanced technologies such as artificial intelligence, deep learning to help you reduce or eliminate manual processes and gain actionable insights in real-time. It helps you better predict outages, increase resilience, manage exceptions, and respond to unplanned events while streamlining collaboration and communication between partners.
Performance management information systemclifercurtis
Performance management information systems have transformed business management by providing tools to help managers make better decisions. Computers can help analyze complex problems, examine multiple alternatives, and identify issues through reports more efficiently than doing so by hand. Effective MIS involves both computers to routinely generate standardized reports comparing actual performance to estimates, and humans to identify factors causing problems, take corrective actions, and exercise overall control through variance analysis and timely budget comparisons. While computers cannot replace management, the combination of automated information and human judgment provides powerful support to business operations.
For most raw materials and commodities, the supply chain is both long and complex. Increasingly, firms have been focusing on these supply chains in an effort to better control operational risks and exposures, but increased geopolitical and other risks have now served to sharpened that focus even further.
Issues like COVID-19 lockdowns and trade wars, for example, have meant that managing sourcing, movements, processing, production, procurement, contracts, storage and other activities along complex supply chains more effectively not only reduces costs and improves profitability, but also helps ensure business continuity. Meanwhile, although CTRM (Commodity Trading and Risk Management) software applications that help manage trades and the risks associated with trading are seen as critical, the broader commodity management aspects around managing the supply chain more effectively are rightly gaining in importance.
Take a few moments to research the contextual elements surrounding P.docxperryk1
Take a few moments to research the contextual elements surrounding President Kennedy’s inauguration in 1961 and then critically examine this speech:
“Inaugural Address,” by John F. KennedyLinks to an external site.<
https://urldefense.com/v3/__https://nam01.safelinks.protection.outlook.com/?url=https*3A*2F*2Furldefense.com*2Fv3*2F__https*3A*2F*2Fwww.jfklibrary.org*2FAsset-Viewer*2FBqXIEM9F4024ntFl7SVAjA.aspx__*3B!!ACPuPu0!nRyVaN_vHAO7VokwK2jIluLRE3Rbgg_zTzlKs2LU0jy7JJDLOQzoLng5O9kq8Ar2xqOxu6ASoTCCAw*24&data=02*7C01*7Cs3521396*40students.fscj.edu*7C3dbff0e6302e40df260508d83ebef2dd*7C4258f8b94f8d44abb87f21ab35a63470*7C0*7C0*7C637328337145689500&sdata=rjSnrpQbmBtBYheBjJTh*2B57JapV8a8uLTbS*2BwaXQFps*3D&reserved=0__;JSUlJSUlJSUlJSUlJSUlJSUlJSUlJSU!!ACPuPu0!lzlmNESbzfxzfV0D2RFZGvC0P4JM5SVIIXnoztdLO3J83rBb44XpTJOZcRrT89Wp_du_$
> is made available by the John F. Kennedy Presidential Library and Museum. It is in the public domain.
In a short rhetorical analysis (minimum of four paragraphs in length), please answer all of the questions below. Your work should include an introduction, a body of supporting evidence, and a conclusion. Please take some time to edit your writing for punctuation, usage, and clarity prior to submission.
Questions for Analysis
1. Which important historical and social realities had an impact on this speech in 1961, and how do these contextual elements figure in President Kennedy’s organization of this speech?
2. What is President Kennedy saying about the nature of human progress (science and technology) and the challenges that we must navigate as a global community? Are these challenges unique to 1961, or relative throughout human history?
3. What are the goals of this speech? Isolate at least three aims of President Kennedy’s address, identify his strategy for supporting these goals, and critique their efficacy. Is this an effective speech? Where applicable, please include a quotation or two from the speech.
In a rhetorical analysis (minimum of eight paragraphs in length), please answer all of the questions below. Your work should include an introduction, a body of supporting evidence, and a conclusion. Please take some time to edit your writing for punctuation, usage, and clarity prior to submission.
Questions for Analysis
1. How does Jefferson organize this important document? How many subdivisions does it have, how do they operate, and how does his approach to organization impact the document’s efficacy?
2. Using at least one citation from the text, analyze Jefferson’s approach to style, voice, and tone. How does he create a sense of urgency in moving toward the conclusion of the work?
3. The complexities of this document’s reach are immense. How many different audiences was Jefferson writing to, and what were the needs of those different groups?
4. In terms of the approaches to formal rhetoric that we studied in the first learning module, which does The Declaration of Independence most closely resemble? .
Table of Contents Section 2 Improving Healthcare Quality from.docxperryk1
Table of Contents Section 2: Improving Healthcare Quality from Within Week 4
Week 4 - Assignment: Interpret Performance Measures
Week 4 - Assignment: Interpret
Performance Measures
Instructions
Course Home Content Dropbox Grades Bookshelf ePortfolio Library The Commons Calendar
You have just been appointed as the administrator of a large managed healthcare organization
with multiple facilities in your state, including facilities in city X and Y (table below). A task your
office is charged with is to reimburse facilities based on how they perform on a set of healthcare
quality measures.
Based on the information provided below, what considerations will you make in your decision-
making process? To complete this assignment, prepare a PowerPoint presentation that
highlights whether or not these two facilities (A and B) should be treated equally when
conducting your assessment. If any, what are the implications of treating these facilities as
equals for the purpose of comparison? Also, address the techniques you will use to ensure these
facilities are assessed fairly.
Measures Facility A Facility B
1
Population
characteristics
City X: Mostly people
with high economic
status and those with
more than high school
education
City Y: Mostly people
with low economic
status, minorities,
high school or less
education
2 Population served All ages
Mostly older adults
and people with
disabilities and
chronic conditions
3
Staff to patient
ratio
1:4 1:8
4
Physician and
nurses continuing
education
Required Required
5 Average number of
hours staff work
per week
50 hours 60 hours
Reflect in ePortfolio
Submissions
No submissions yet. Drag and drop to upload your assignment below.
Drop files here, or click below!
Upload Choose Existing
You can upload files up to a maximum of 1 GB.
Length: 8-10 slides (excluding title slide and references slide)
References: Include a minimum of 3-5 peer-reviewed, scholarly resources referenced on a
separate slide at the end of your presentation.
Your assignment should reflect scholarly academic writing, current APA standards,
Record
Week 4
Course Home Content Dropbox Grades Bookshelf More
Interpreting Performance Improvement Measures
and Benchmarking
As a healthcare administrator/manager, it is in your best
interest to help the facility you serve to move in the
direction charted in the National Quality Strategy (Joshi et
al., 2014). Organizations that fail to meet set standards are
known to face sanctions and sometimes required to close
shop. In consideration of this, you will want to ensure that
the facility you manage is adopting a culture of quality that
puts its patients at the center of healthcare delivery. You will
want to do this by making sure that your facility provides
quality patient care, while also keeping the facility’s
bottom-line healthy.
To ensure you are moving in the right direction, you must
measure and monitor key qual.
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Section 1: PROJECT INTRODUCTION
Section 1: PROJECT INTRODUCTION
Project Deliverable 1: Project Plan Inception
CIS 499 – Information Systems Capstone
Background
In the last two years, the ACME Company has experienced continued growth. This growth is expected to continue in the very near future. Specifically, the company is expected to experience a 60% growth in the next eighteen months. This rate of growth has presented new challenges for the company. It now has to redesign its information systems for the larger office space occupied. The continued growth has also highlighted the need to set up the company to deal with more data and ensure for safety and security for its clients. The ACME Company is currently valued at $25 million but is expected to experience significant growth in the future.
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The ACME Company collects data using Web analytics and combines it with operational systems data. Increasingly, businesses have appreciated the competitive edge presented by analyzing market data. However, the successful use of data in decision making is a long process that has greatly influenced the growth of information systems. Some of the major steps in this process include collecting information and interpreting its significance. This is intended to compare the external and internal environments of a business and propose better practices that would benefit as a whole.
ACME based its information technology on a hybrid model where some of the systems are hosted and other in-house. This method was initially done with the goal of minimizing costs. However, a lot has changed in the business that necessitates major changes to be made.
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At the moment, there are only four employees in the company dedicated to the Information Technology department. ACME has adopted a hybrid solution to information technology where much of the systems used by the company were hosted by other entities. This was believed to be part of cutting costs. As the business has continually grown, its information technology needs have expanded and redesigned to meet its current obligations.
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As the software category has evolved, so has the volume and nature of the data that the software captures, manipulates and stores. Today, big data is an increasingly important aspect of the commodity management world as vast quantities of many types of structured and unstructured data potentially hold the key to profitability and even survival of companies that sell or purchase commodities and raw materials. As a result, the requirements that users place on CM software are also changing from essentially an after the trade recording and reporting system, to one that provides real intelligence and value back to the business.
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1. McDonald's uses various information systems to handle its large volume of daily transactions from over 32,500 restaurants globally.
2. Key information systems used by McDonald's include transaction processing systems to track orders and suppliers, management information systems to support decision making, and point-of-sale systems to speed up the ordering process.
3. Additional systems like the "Made for You" system, "Hyperactive Bob" security cameras, and new touchscreen ordering machines help McDonald's maintain efficiency, forecast demand, and enhance the customer experience.
STS. Smarter devices. Smarter test systems.Hank Lydick
This document provides an overview of trends in automated test and measurement. It discusses how semiconductor companies are using real-time data analytics to reduce manufacturing test costs by harvesting production test data. It also discusses how test management software is becoming more important for handling new programming languages. Additionally, it discusses how RFIC companies are reusing IP and standardizing hardware to reduce costs and time to market across the product design cycle from characterization to production.
This document discusses trends in automated test systems and strategies. It covers topics like harvesting production test data through real-time analytics, challenges of life-cycle management for long-term projects due to software obsolescence and compatibility issues, and how off-the-shelf test executives can help address the influx of new programming languages. It also discusses standardizing platforms across product design cycles to reduce costs, and adopting modular solutions to validate high-frequency components economically.
The supply chain control tower enables companies to better understand, prioritize and resolve critical issues in real-time, leveraging advanced technologies such as artificial intelligence, deep learning to help you reduce or eliminate manual processes and gain actionable insights in real-time. It helps you better predict outages, increase resilience, manage exceptions, and respond to unplanned events while streamlining collaboration and communication between partners.
Performance management information systemclifercurtis
Performance management information systems have transformed business management by providing tools to help managers make better decisions. Computers can help analyze complex problems, examine multiple alternatives, and identify issues through reports more efficiently than doing so by hand. Effective MIS involves both computers to routinely generate standardized reports comparing actual performance to estimates, and humans to identify factors causing problems, take corrective actions, and exercise overall control through variance analysis and timely budget comparisons. While computers cannot replace management, the combination of automated information and human judgment provides powerful support to business operations.
For most raw materials and commodities, the supply chain is both long and complex. Increasingly, firms have been focusing on these supply chains in an effort to better control operational risks and exposures, but increased geopolitical and other risks have now served to sharpened that focus even further.
Issues like COVID-19 lockdowns and trade wars, for example, have meant that managing sourcing, movements, processing, production, procurement, contracts, storage and other activities along complex supply chains more effectively not only reduces costs and improves profitability, but also helps ensure business continuity. Meanwhile, although CTRM (Commodity Trading and Risk Management) software applications that help manage trades and the risks associated with trading are seen as critical, the broader commodity management aspects around managing the supply chain more effectively are rightly gaining in importance.
Similar to Table of ContentsExecutive Summary2Introduction3Organizati.docx (20)
Take a few moments to research the contextual elements surrounding P.docxperryk1
Take a few moments to research the contextual elements surrounding President Kennedy’s inauguration in 1961 and then critically examine this speech:
“Inaugural Address,” by John F. KennedyLinks to an external site.<
https://urldefense.com/v3/__https://nam01.safelinks.protection.outlook.com/?url=https*3A*2F*2Furldefense.com*2Fv3*2F__https*3A*2F*2Fwww.jfklibrary.org*2FAsset-Viewer*2FBqXIEM9F4024ntFl7SVAjA.aspx__*3B!!ACPuPu0!nRyVaN_vHAO7VokwK2jIluLRE3Rbgg_zTzlKs2LU0jy7JJDLOQzoLng5O9kq8Ar2xqOxu6ASoTCCAw*24&data=02*7C01*7Cs3521396*40students.fscj.edu*7C3dbff0e6302e40df260508d83ebef2dd*7C4258f8b94f8d44abb87f21ab35a63470*7C0*7C0*7C637328337145689500&sdata=rjSnrpQbmBtBYheBjJTh*2B57JapV8a8uLTbS*2BwaXQFps*3D&reserved=0__;JSUlJSUlJSUlJSUlJSUlJSUlJSUlJSU!!ACPuPu0!lzlmNESbzfxzfV0D2RFZGvC0P4JM5SVIIXnoztdLO3J83rBb44XpTJOZcRrT89Wp_du_$
> is made available by the John F. Kennedy Presidential Library and Museum. It is in the public domain.
In a short rhetorical analysis (minimum of four paragraphs in length), please answer all of the questions below. Your work should include an introduction, a body of supporting evidence, and a conclusion. Please take some time to edit your writing for punctuation, usage, and clarity prior to submission.
Questions for Analysis
1. Which important historical and social realities had an impact on this speech in 1961, and how do these contextual elements figure in President Kennedy’s organization of this speech?
2. What is President Kennedy saying about the nature of human progress (science and technology) and the challenges that we must navigate as a global community? Are these challenges unique to 1961, or relative throughout human history?
3. What are the goals of this speech? Isolate at least three aims of President Kennedy’s address, identify his strategy for supporting these goals, and critique their efficacy. Is this an effective speech? Where applicable, please include a quotation or two from the speech.
In a rhetorical analysis (minimum of eight paragraphs in length), please answer all of the questions below. Your work should include an introduction, a body of supporting evidence, and a conclusion. Please take some time to edit your writing for punctuation, usage, and clarity prior to submission.
Questions for Analysis
1. How does Jefferson organize this important document? How many subdivisions does it have, how do they operate, and how does his approach to organization impact the document’s efficacy?
2. Using at least one citation from the text, analyze Jefferson’s approach to style, voice, and tone. How does he create a sense of urgency in moving toward the conclusion of the work?
3. The complexities of this document’s reach are immense. How many different audiences was Jefferson writing to, and what were the needs of those different groups?
4. In terms of the approaches to formal rhetoric that we studied in the first learning module, which does The Declaration of Independence most closely resemble? .
Table of Contents Section 2 Improving Healthcare Quality from.docxperryk1
Table of Contents Section 2: Improving Healthcare Quality from Within Week 4
Week 4 - Assignment: Interpret Performance Measures
Week 4 - Assignment: Interpret
Performance Measures
Instructions
Course Home Content Dropbox Grades Bookshelf ePortfolio Library The Commons Calendar
You have just been appointed as the administrator of a large managed healthcare organization
with multiple facilities in your state, including facilities in city X and Y (table below). A task your
office is charged with is to reimburse facilities based on how they perform on a set of healthcare
quality measures.
Based on the information provided below, what considerations will you make in your decision-
making process? To complete this assignment, prepare a PowerPoint presentation that
highlights whether or not these two facilities (A and B) should be treated equally when
conducting your assessment. If any, what are the implications of treating these facilities as
equals for the purpose of comparison? Also, address the techniques you will use to ensure these
facilities are assessed fairly.
Measures Facility A Facility B
1
Population
characteristics
City X: Mostly people
with high economic
status and those with
more than high school
education
City Y: Mostly people
with low economic
status, minorities,
high school or less
education
2 Population served All ages
Mostly older adults
and people with
disabilities and
chronic conditions
3
Staff to patient
ratio
1:4 1:8
4
Physician and
nurses continuing
education
Required Required
5 Average number of
hours staff work
per week
50 hours 60 hours
Reflect in ePortfolio
Submissions
No submissions yet. Drag and drop to upload your assignment below.
Drop files here, or click below!
Upload Choose Existing
You can upload files up to a maximum of 1 GB.
Length: 8-10 slides (excluding title slide and references slide)
References: Include a minimum of 3-5 peer-reviewed, scholarly resources referenced on a
separate slide at the end of your presentation.
Your assignment should reflect scholarly academic writing, current APA standards,
Record
Week 4
Course Home Content Dropbox Grades Bookshelf More
Interpreting Performance Improvement Measures
and Benchmarking
As a healthcare administrator/manager, it is in your best
interest to help the facility you serve to move in the
direction charted in the National Quality Strategy (Joshi et
al., 2014). Organizations that fail to meet set standards are
known to face sanctions and sometimes required to close
shop. In consideration of this, you will want to ensure that
the facility you manage is adopting a culture of quality that
puts its patients at the center of healthcare delivery. You will
want to do this by making sure that your facility provides
quality patient care, while also keeping the facility’s
bottom-line healthy.
To ensure you are moving in the right direction, you must
measure and monitor key qual.
Take a company and build a unique solution not currently offered. Bu.docxperryk1
This document outlines 5 frameworks to use when presenting a new business idea: 1) Start with Why by Simon Sinek to explain the purpose or belief behind the idea, 2) Blue Ocean Strategy by Chan Kim & Renee Mauborgne to create uncontested market space, 3) Being re'Markable' to stand out, 4) The Tipping Point by Malcolm Gladwell to explain how the idea can gain widespread adoption, and 5) Story Brand by Donald Miller to frame the idea as a compelling narrative.
Tackling a Crisis Head-onThis week, we will be starting our .docxperryk1
Tackling a Crisis Head-on
This week, we will be starting our work on Assignment 2. Go to
The Wall Street Journal
menu item and find an article about a crisis that occurred at a specific organization in the last year.
Considering the course materials for this week, answer the following:
Describe the crisis faced by the organization.
What communication tactics did the organization use to address its crisis? Refer to Jack and Warren's guidance for dealing with crises.
To what extent, if any, was the organization's crisis communication plan effective?
If you were a senior leader in the organization, would you have responded differently? Why or why not?
This week and next, continue to research this specific crisis so that you can better prepare for Assignment 2.
Post your initial response by Wednesday, midnight of your time zone, and reply to at least 2 of your classmates' initial posts by Sunday, midnight of your time zone.
1st response
The Bank of America Earnings Crisis
In 2020, many businesses experienced notable challenges due to the outbreak of the coronavirus. The Bank of America was no exception based on its reports of firm earnings in 2020. According to Eisen (2021), many large financial organizations in the United States withstood the recession due to COVID-19. However, the author explains that the banks have not been fully protected against the minimal rates brought about by the pandemic. For Bank of America, the outcomes of the COVID-19 outbreak have been felt in many ways, particularly the reduction of earnings by 22%. Additionally, lenders have also experienced significant challenges based on low-interest rates, and Bank of America is among them. Since the financial institution gains earnings on the difference between their lending payments and what they pay to depositors, the bank's interest rates downfall. The earnings crisis also affected the firm's operations in the last quarter of 2020 even though it made considerable profits.
Communication Tactics and Addressing the Crisis
Handling a crisis in organizations presents notable problems for managers and leaders that do not understand the proper ways of solving a crisis. Warren Buffet explains that there are four significant steps a leader can take to address a crisis. First, getting the crisis right and understanding why it happens and what can stop it will help address the crisis. The Bank of America leaders understood that the company needs to introduce measures that will increase the earnings. Secondly, according to Buffet, responding to the crisis fast is also a core step in managing a crisis. The Bank of America did not wait until the last quarter of 2020 to react to the earnings crisis. Rather, they resorted to ensuring the loan demands are stabilized by business consumers and focused more on investment activities (Eisen, 2021). The third and fourth steps based on Warren's advice involve getting the crisis out by dealing with it and getting over with. Th.
take a look at the latest Presidential Order that relates to str.docxperryk1
take a look at the latest Presidential Order that relates to strengthening cybersecurity that relates to critical infrastructure:
https://www.whitehouse.gov/presidential-actions/presidential-executive-order-strengthening-cybersecurity-federal-networks-critical-infrastructure/
Let’s look at a real-world scenario and how the Department of Homeland Security (DHS) plays into it. In the scenario, the United States will be hit by a large-scale, coordinated cyber attack organized by China. These attacks debilitate the functioning of government agencies, parts of the critical infrastructure, and commercial ventures. The IT infrastructure of several agencies are paralyzed, the electric grid in most of the country is shut down, telephone traffic is seriously limited and satellite communications are down (limiting the Department of Defense’s [DOD’s] ability to communicate with commands overseas). International commerce and financial institutions are also severely hit. Please explain how DHS should handle this situation.
please explain how DHS should handle the situation described in the preceding paragraph.
.
Take a look at the sculptures by Giacometti and Moore in your te.docxperryk1
Take a look at the sculptures by Giacometti and Moore in your text. Both pieces are good examples of the relationship between form, content, and subject matter. How do you feel the form of each sculpture expresses the content? What specific characteristics give us clues and communicate meaning?
Select a third work of art from the text and discuss how the form and content relate. Identify at least five visual elements and/or principles of design in your analysis of the third piece.
.
Table of ContentsLOCAL PEOPLE PERCEPTION TOWARDS SUSTAINABLE TOU.docxperryk1
Table of Contents
LOCAL PEOPLE PERCEPTION TOWARDS SUSTAINABLE TOURISM IN DENMARK1
Declaration:2
ACKNOWLEDGEMENT2
CHAPTER:15
Introduction5
1.1 Background of the study6
1.2 Problem Statement:7
1.3 Research Questions:8
1.4 Research Objectives:8
1.5 Thesis Structure8
CHAPTER:29
Literature review9
2.1 Attitudes of local people towards Sustainable tourism9
2.2 Practices of Sustainable tourism10
2.3 Sustainable tourism development.12
2.4 Involvement of people in Sustainability.14
2.5 Theoretical Framework.15
3.1 Introduction17
3.2 Research Design17
3.3 Sampling method18
3.4 Data collection18
3.5 Measurements and Variables18
3.6 Data analysis19
CHAPTER:1Introduction
Sustainable tourism is a form of tourism, which requires a tourist to respect the local culture, environment, preserving cultural heritage, and supporting local economies by purchasing local products which also benefits the people of that country. Sustainable tourism is a form of development, which is Social development, Economic development and Nature protection. According to the World Tourism Organization, Sustainable tourism is “Tourism that takes full account of its current and future economic, social and environmental impacts, addressing the needs of visitors, the industry, the environment, and host communities” UNWTO (2013). Denmark is more concerned about sustainable environment, for instance the Government is aiming at Copenhagen becoming the world’s first carbon-neutral capital by 2025. Government have put high taxation on vehicles, cars so Danes have to think twice before buying or using them. This could be the strategy of the nation. As they are on the way to gain something remarkable, they also have some challenges. The tourism industry has a million of turnover in Danish economy and Danish government puts a high effort in order to make it more sustainable. The big topic could be how the tourist react on it? All the government efforts could be result less if the customer and the business does not act smart. To the Danes, sustainability is a holistic approach that includes renewable energy, water management, waste recycling and green transportation including bicycle culture. Most of the local restaurants use re-usable things during their service also, practices waste deposable for take away.
Tourism is the best way to experience the culture however, damage and waste can occur due to inappropriate behavior of tourists. According to the Denmark statics (2019), every year tourist spends around 128 billion DKK in Denmark. Denmark is very responsible towards environment and most of the hotels are practicing Corporate Social Responsibility (CSR). For example, Scandic Kødbyen is one of the hotels practicing sustainability, first to implement CSR. It plays a significant support in sustainable tourism business, which includes hotel, restaurant and the service provided sectors. Visit Copenhagen states that 70% of hotels hold an official eco-certification and also known as the hap.
Table of Contents Title PageWELCOMETHE VAJRA.docxperryk1
Table of Contents
Title Page
WELCOME
THE VAJRACCHEDIKA PRAJÑAPARAMITA SUTRA
COMMENTARIES
PART ONE - THE DIALECTICS OF
PRAJÑAPARAMITA
Chapter 1 - THE SETTING
Chapter 2 - SUBHUTI’S QUESTION
Chapter 3 - THE FIRST FLASH OF LIGHTNING
Chapter 4 - THE GREATEST GIFT
Chapter 5 - SIGNLESSNESS
PART TWO - THE LANGUAGE OF
NONATTACHMENT
Chapter 6 - A ROSE IS NOT A ROSE
Chapter 7 - ENTERING THE OCEAN OF REALITY
Chapter 8 - NONATTACHMENT
PART THREE - THE ANSWER IS IN
THE QUESTION
Chapter 9 - DWELLING IN PEACE
Chapter 10 - CREATING A FORMLESS PURE
LAND
Chapter 11 - THE SAND IN THE GANGES
Chapter 12 - EVERY LAND IS A HOLY LAND
Chapter 13 - THE DIAMOND THAT CUTS
THROUGH ILLUSION
Chapter 14 - ABIDING IN NON-ABIDING
Chapter 15 - GREAT DETERMINATION
Chapter 16 - THE LAST EPOCH
Chapter 17 - THE ANSWER IS IN THE QUESTION
PART FOUR - MOUNTAINS AND
RIVERS ARE OUR OWN BODY
Chapter 18 - REALITY IS A STEADILY FLOWING
STREAM
Chapter 19 - GREAT HAPPINESS
Chapter 20 - THIRTY-TWO MARKS
Chapter 21 - INSIGHT-LIFE
Chapter 22 - THE SUNFLOWER
Chapter 23 - THE MOON IS JUST THE MOON
Chapter 24 - THE MOST VIRTUOUS ACT
Chapter 25 - ORGANIC LOVE
Chapter 26 - A BASKET FILLED WITH WORDS
Chapter 27 - NOT CUT OFF FROM LIFE
Chapter 28 - VIRTUE AND HAPPINESS
Chapter 29 - NEITHER COMING NOR GOING
Chapter 30 - THE INDESCRIBABLE NATURE OF
ALL THINGS
Chapter 31 - TORTOISE HAIR AND RABBIT
HORNS
Chapter 32 - TEACHING THE DHARMA
CONCLUSION
Copyright Page
WELCOME
WELCOME
BROTHERS AND SISTERS, please read The Diamond
That Cuts through Illusion with a serene mind, a mind
free from views. It’s the basic sutra for the practice of
meditation. Late at night, it’s a pleasure to recite the
Diamond Sutra alone, in complete silence. The sutra is
so deep and wonderful. It has its own language. The
first Western scholars who obtained the text thought it
was talking nonsense. Its language seems mysterious,
but when you look deeply, you can understand.
Don’t rush into the commentaries or you may be
unduly influenced by them. Please read the sutra first.
You may see things that no commentator has seen. You
can read as if you were chanting, using your clear body
and mind to be in touch with the words. Try to
understand the sutra from your own experiences and
your own suffering. It is helpful to ask, “Do these
teachings of the Buddha have anything to do with my
daily life?” Abstract ideas can be beautiful, but if they
have nothing to do with our life, of what use are they?
So please ask, “Do the words have anything to do with
eating a meal, drinking tea, cutting wood, or carrying
water?”
The sutra’s full name is The Diamond That Cuts
through Illusion, Vajracchedika Prajñaparamita in
Sanskrit. Vajracchedika means “the diamond that cuts
through afflictions, ignorance, delusion, or illusion.” In
China and Vietnam, people generally call it the Diamond
Sutra, emphasizing the word “diamond,” but, in fact,
the phrase “cutting through” is the most important.
Prajñaparamita means “per.
Take a few minutes to reflect on this course. How has your think.docxperryk1
Take a few minutes to reflect on this course. How has your thinking (e.g., worldview, knowledge, etc.) been challenged from what you thought prior to taking this course? What are your thoughts now on the significance of correctly diagnosing mental health disorders? What are your thoughts on the treatment of psychopathology? In general, what thoughts do you have about psychopathology and its impact on an individual and the family?
.
Taiwan The Tail That Wags DogsMichael McDevittAsia Po.docxperryk1
This document summarizes and analyzes a journal article about Taiwan's strategic importance and influence in its relationships with China, Japan, and the United States. The summary identifies four key factors that have allowed Taiwan to seize diplomatic initiative: 1) Taiwan's geographic position which leads China to seek reunification but Japan and US to prefer status quo, 2) Shared democratic values with Japan and US, 3) China's threats of force which empower Taiwan, and 4) Taiwan being a test of US credibility which Taiwan relies on. The document then analyzes each factor in turn and discusses policy implications, including the need to reduce tensions to prevent miscalculation leading to conflict.
TABLE 1-1 Milestones of Medicine and Medical Education 1700–2015 ■.docxperryk1
The document provides a summary of milestones in medicine, medical education, hospitals/healthcare systems, public health, and the U.S. health insurance system from 1700-2015. It describes key developments such as the establishment of the first medical school in 1765, the Flexner Report in 1910 which led to standardization of medical education, the creation of Medicare and Medicaid in 1965, and the passage of the Affordable Care Act in 2010. The document also summarizes milestones related to the development of hospitals and healthcare delivery systems over time as well as milestones in public health initiatives and the evolution of the U.S. health insurance system.
Tackling wicked problems A public policy perspective Ple.docxperryk1
Tackling wicked problems : A
public policy perspective
Please note - this is an archived publication.
Commissioner’s foreword
The Australian Public Service (APS) is increasingly being tasked with solving very
complex policy problems. Some of these policy issues are so complex they have
been called ‘wicked’ problems. The term ‘wicked’ in this context is used, not in the
sense of evil, but rather as an issue highly resistant to resolution.
Successfully solving or at least managing these wicked policy problems requires
a reassessment of some of the traditional ways of working and solving problems
in the APS. They challenge our governance structures, our skills base and our
organisational capacity.
It is important, as a first step, that wicked problems be recognised as such.
Successfully tackling wicked problems requires a broad recognition and
understanding, including from governments and Ministers, that there are no quick
fixes and simple solutions.
Tackling wicked problems is an evolving art. They require thinking that is capable
of grasping the big picture, including the interrelationships among the full range of
causal factors underlying them. They often require broader, more collaborative
and innovative approaches. This may result in the occasional failure or need for
policy change or adjustment.
Wicked problems highlight the fundamental importance of the APS building on the
progress that has been made with working across organisational boundaries both
within and outside the APS. The APS needs to continue to focus on effectively
engaging stakeholders and citizens in understanding the relevant issues and in
involving them in identifying possible solutions.
The purpose of this publication is more to stimulate debate around what is
needed for the successful tackling of wicked problems than to provide all the
answers. Such a debate is a necessary precursor to reassessing our current
systems, frameworks and ways of working to ensure they are capable of
responding to the complex issues facing the APS.
I hope that this publication will encourage public service managers to reflect on
these issues, and to look for ways to improve the capacity of the APS to deal
effectively with the complex policy problems confronting us.
Lynelle Briggs
Australian Public Service Commissioner
1. Introduction
Many of the most pressing policy challenges for the APS involve dealing with very
complex problems. These problems share a range of characteristics—they go
beyond the capacity of any one organisation to understand and respond to, and
there is often disagreement about the causes of the problems and the best way to
tackle them. These complex policy problems are sometimes called ‘wicked’
problems.
Usually, part of the solution to wicked problems involves changing the behaviour
of groups of citizens or all citizens. Other key ingredients in solving or at least
managing complex policy problems include successfu.
Tahira Longus Week 2 Discussion PostThe Public Administration.docxperryk1
Tahira Longus Week 2 Discussion Post:
The Public Administrations may entrust the development of collective bargaining activities to bodies created by them, of a strictly technical nature, which will hold their representation in collective bargaining before the corresponding political instructions and without prejudice to the ratification of the agreements reached by the bodies. Government or administrative with competence for it. In addition, public bargaining involves the process of resolving labor-management conflicts. It alsoensuresboth the employee and the employer fair treatment during the negotiation process. The Tables will be validly constituted when, in addition to the representation of the corresponding Administration, and without prejudice to the right of all legitimate trade union organizations to participate in them in proportion to their representatives, such union organizations represent, at least, the absolute majority of the members of the unitary representative bodies in the area in question.
www.ilo.org ›
The Public Administrations may entrust the development of collective bargaining activities to bodies created by them, of a strictly technical nature, which will hold their representation in collective bargaining before the corresponding political instructions and without prejudice to the ratification of the agreements reached by the bodies. Government or administrative with competence for it. In addition, public bargaining involves the process of resolving labor-management conflicts. It also assures both the employee and the employer fair treatment during the negotiation process. The Tables will be validly constituted when, in addition to the representation of the corresponding Administration, and without prejudice to the right of all legitimate trade union organizations to participate in them in proportion to their representatives, such union organizations represent, at least, the absolute majority of the members of the unitary representative bodies in the area in question.
Tara St Laurent Post
.
Tabular and Graphical PresentationsStatistics (exercises).docxperryk1
Tabular and Graphical Presentations
Statistics (exercises)
Aleksandra Pawłowska
April 7, 2020
Glossary (part 1)
Categorical data Labels or names used to identify categories of like items.
Quantitative data Numerical values that indicate how much or how many.
Frequency distribution A tabular summary of data showing the number (fre-
quency) of data values in each of several nonoverlapping classes.
Relative frequency distribution A tabular summary of data showing the fraction
or proportion of data values in each of several nonoverlapping classes.
Percent frequency distribution A tabular summary of data showing the percent-
age of data values in each of several nonoverlapping classes.
Bar chart A graphical device for depicting qualitative data that have been sum-
marized in a frequency, relative frequency, or percent frequency distribution.
Pie chart A graphical device for presenting data summaries based on subdivision
of a circle into sectors that correspond to the relative frequency for each class.
Dot plot A graphical device that summarizes data by the number of dots above
each data value on the horizontal axis.
Aleksandra Pawłowska Tabular and Graphical Presentations
Glossary (part 2)
Histogram A graphical presentation of a frequency distribution, relative frequency
distribution, or percent frequency distribution of quantitative data constructed
by placing the class intervals on the horizontal axis and the frequencies, relative
frequencies, or percent frequencies on the vertical axis.
Cumulative frequency distribution A tabular summary of quantitative data show-
ing the number of data values that are less than or equal to the upper class limit
of each class.
Cumulative relative frequency distribution A tabular summary of quantitative
data showing the fraction or proportion of data values that are less than or equal
to the upper class limit of each class.
Cumulative percent frequency distribution A tabular summary of quantitative
data showing the percentage of data values that are less than or equal to the
upper class limit of each class.
Ogive A graph of a cumulative distribution.
Scatter diagram A graphical presentation of the relationship between two quan-
titative variables. One variable is shown on the horizontal axis and the other
variable is shown on the vertical axis.
Trendline A line that provides an approximation of the relationship between two
variables.
Aleksandra Pawłowska Tabular and Graphical Presentations
Useful tips (part 1)
1 Often the number of classes in a frequency distribution is the same as the
number of categories found in the data. Most statisticians recommend
that classes with smaller frequencies be grouped into an aggregate class
called „other”. Classes with frequencies of 5% or less would most often be
treated in this fashion.
2 The sum of the frequencies in any frequency distribution always equals
the number of observations. The sum of the relative frequencies in any
relative frequency distribution.
Table 4-5 CSFs for ERP ImplementationCritical Success Fact.docxperryk1
Table 4-5 CSFs for ERP Implementation
Critical Success Factors
Description
Management Support
Top management advocacy, provision of adequate resources, and commitment to project
Release of Full-Time Subject Matter Experts (SME)
Release full time on to the project of relevant business experts who provide assistance to the project
Empowered Decision Makers
The members of the project team(s) must be empowered to make quick decisions
Deliverable Dates
At planning stage, set realistic milestones and end date
Champion
Advocate for system who is unswerving in promoting the benefits of the new system
Vanilla ERP
Minimal customization and uncomplicated option selection
Smaller Scope
Fewer modules and less functionality implemented, smaller user group, and fewer site(s)
Definition of Scope and Goals
The steering committee determines the scope and objectives of the project in advance and then adheres to it
Balanced Team
Right mix of business analysts, technical experts, and users from within the implementation company and consultants from external companies
Commitment to Change
Perseverance and determination in the face of inevitable problems with implementation
Question 11 pts
The melody of a piece of music is
the harmony
the rhythm
the tune
the chords
Flag this Question
Question 21 pts
Chords are an element of
melody
rhythm
all of the above
harmony
Flag this Question
Question 31 pts
The distance between pitches is called
a space
an interval
a beat
all of the above
Flag this Question
Question 41 pts
Rhythmic organization in pre-Conquest Native American music was
divisive
in duple meter
in triple meter
additive
Flag this Question
Question 51 pts
Pan-Indian music often uses:
all of the above
the Navajo language
vocables
English
Flag this Question
Question 61 pts
Pre-conquest Native American musicians were primarily valued for their expertise in spiritual matters.
True
False
Flag this Question
Question 71 pts
Traditional Native American melodies have a wide melodic range
True
False
Flag this Question
Question 81 pts
Early Native American music features intervals that are:
rhythmically longer
rhythmically shorter
farther apart than what we have in the western system
closer together than what we have in the western system
Flag this Question
Question 91 pts
In the early New England colonies folk songs were:
derived from Irish melodies
derived from English melodies
all of the above
usually sung without accompaniment
Flag this Question
Question 101 pts
Early Anglo - American folks songs were:
often in polymeters
often in triple meter
often in duple meter
often in free meter
Flag this Question
Question 111 pts
Of the following, which is not a form of early Anglo-American folk songs?
ballads
lyric songs
work songs
jubilees
Flag this Question
Question 121 pts
Of the following which instrument was not brought to the Americas by European colonists?
clavichord
recorder
viol
banjo
Flag this Question
Quest.
TableOfContentsTable of contents with hyperlinks for this document.docxperryk1
TableOfContentsTable of contents with hyperlinks for this documentExcluding standard worksheets that come with the original dataSheet namePurposeNotesOnDataPrep!A1Tips and tricks for students in doing data analysis in ExcelSalaryPivotTable!A1Using a histogram of salary to compare other variables in terms of chunks of salaryDescriptiveStatsForFrequency!A1Example of producing descriptive stats for chunks of a numeric variable (grouping, frequency table as 'categories')VariableDescriptiveStatsPHStat!A1Example of descriptive stats produced by PHStat and then edited, items removed that are not neededCorrelations!A1Instructor reference for how all variables are inter-relatedRegressionAge!A1Example of regression output highighting output to pay attention toSPSSRegressionAllEnter!A1Instructor reference - regressing salary on all independent variables to discern stongest, independent predictorsPivotTableCreatePercentPolygon!A1Example of comparing distributions between two categories with different number of cases or different scales, i.e., version of percent polygonAnalysis resultsGender univariate descriptive statisticsGenderAnalysis!A1Gender/Salary; Gender/Job Grade Classification analysis; Gender/other independent variables Salary histogram, distributionCompare gender/salary descriptive statisticsGenderCompareDescriptives!A1Comparison Table gender descriptive statistics in terms of all variables. This might be something worth doing.EthnicitySalaryAnalysis!A1Ethnicity/Salary analysisOptionalEthnicitySalaryAnalysis!A1Optional ethnicity/salary analysis - distribution of ethnicity over chunks of salary, percent polygonEthnicityJGClassAnalysis!A1Ethnicity/Job Grade Classification analysisAgeSalaryAnalysis!A1Age/Salary analysisAgeJobGradeClassAnalysis!A1Age/Job grade classification analysisYearsWorkedSalaryAnalysis!A1Years worked/Salary analysisYears worked/Job grade classification analysisRelationship between endogenous variablesJob grade classification/Salary analysisRelationship between independent variablesPercentPolygonGenderYearsWorked!A1Compare years worked distribution by gender; Example of comparing distributions between two categories with different number of cases or different scales, i.e., version of percent polygon Standard sheets that come with the dataVariable INFO'!A1Information on variablesHuman Resources DATA'!A1DataCross-Class-Table'!A1Summary Table'!A1Histogram!A1% Polygons 2 Groups'!A1Freq. & % Distribution'!A1
Variable INFOTableOfContents!A1The data are a random sample of 120 responses to a survey conducted by the VP of Human Resources at a large company.Source:INFO 501 class at Montclair State UniversityVariablesSalaryin thousands of dollars (K)Age in years YrsWorkin years JGClassjob-grade classification of 1, 3, 5, 7, 9, 11 (lowest skill job to highest skill job)Ethnicity1=Minority0=Not MinorityGender(Male, Female)Named ranges created in this worksheet - use these names to address the data more quickly then manually selecting dat.
Tajfel and Turner (in chapter two of our reader) give us the followi.docxperryk1
Tajfel and Turner (in chapter two of our reader) give us the following definition of Social Identity Theory: "SIT proposes that individuals make sense of their social environment by categorizing themselves and others into groups that can be contrasted with others" (Oksanen et al., 2014). SIT brings order to chaos, you might say, in that individuals define themselves as being different from everyone else.
Considering what we have read about the perpetrators of group violence, how do you suppose that it is that people make the leap from their own social identity to group violence? What social and psychological mechanisms are at work that would go from simple categorization to overt violence?
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How to Build a Module in Odoo 17 Using the Scaffold MethodCeline George
Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
How to Add Chatter in the odoo 17 ERP ModuleCeline George
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Physiology and chemistry of skin and pigmentation, hairs, scalp, lips and nail, Cleansing cream, Lotions, Face powders, Face packs, Lipsticks, Bath products, soaps and baby product,
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A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Strategies for Effective Upskilling is a presentation by Chinwendu Peace in a Your Skill Boost Masterclass organisation by the Excellence Foundation for South Sudan on 08th and 09th June 2024 from 1 PM to 3 PM on each day.
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Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
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Table of ContentsExecutive Summary2Introduction3Organizati.docx
1. Table of Contents
Executive Summary2
Introduction3
Organizational Overview3
Focal Business Process and Supporting Information System5
Order Processing6
Inventory Management Systems7
Critical Success Factors8
Infrastructure and Architecture Requirements10
Information Management Issues11
Strategic Business Analysis13
Supply Chain13
Upstream13
Downstream15
Challenges Facing the Supply Chain16
Competitive Forces and Generic Response Strategies17
Porter’s Competitive Forces17
Generic Response Strategies20
Value Chain Analysis23
Primary Activities23
Support Activities25
References27
1
Group 12
Executive Summary
3. Introduction
Group 12 decided to interview and research the Minnesota
Mining and Manufacturing company (3M) for this paper. We
decided on 3M because our team member, Mr. Hersey
McCulloch, currently works as an engineer in the Industrial
Mineral Division at the 3M Little Rock, Arkansas plant facility.
Mr. McCulloch was able to provide in depth knowledge of the
core processes at the local facility and companywide within the
United States, as well as interview access to 3M’s Chief
Information Officer, Mr. John Turner. Additionally, 3M is
currently undergoing a massive business transformation (BT)
from its legacy Information Systems (IS) to a new Enterprise
Resource Platform (ERP), SAP. We felt this was an excellent
example of how businesses utilize IS to support their primarily
business processes.
The following sections present an overview of the 3M
organization, the focal business processes we analyzed, and the
associated supporting IS. We primarily focused on the legacy
systems at the Little Rock, Arkansas plant, as well as the
current BT to the new ERP run by SAP. Organizational
Overview
The Minnesota Mining and Manufacturing company (3M) is a
publicly-traded, multinational manufacturing company that
began in 1902 in Northern Minnesota (3M, 2019). According to
3M (2019), the company started as a small-scale mining venture
that grew into a global powerhouse to improve the lives of
people around the world. 3M applies science to solve problems
and meet customer needs by following the mission statement,
“we explore, we connect, and we invent.” Their mission is
executed through five (consolidated to four in March of 2019)
4. business groups: Consumer, Electronics and Energy, Health
Care, Industrial, and Safety and Graphics. 3M is an
internationally recognized corporation with 90 manufacturing
facilities in the U.S. states, and 125 facilities in 37 countries
internationally. The company is headquartered in the Unites
States in Saint Paul, Minnesota (3M, 2019).
According to 3M (2019) more than 60,000 of its products are
used in homes, businesses, schools, hospitals, and other
industries. Their products are sold through distribution
channels, directly to their users, through wholesalers and
retailers, jobbers, and dealers around the world (3M, 2019). In
2018, the company’s annual revenue was $32.8 billion earning
it the rank of 97 on the Fortune 500 list of largest U.S.
corporations by revenue. 3M is ranked second among its top ten
competitors which include Avery Dennison, Corning, and PPG,
and employs over 91,000 people in more than 70 countries
(Owler, 2019). Figures 1 & 2 provide historical revenue data
dating back to 2014, as well as the revenue trend for 2018 (3M,
2019). As noted in Figure 2, revenue declined from the
beginning of 2018.
Figure 1: 3M company sales from 2014 to 2018.
5. Figure 2: 3M quarterly sales and annual revenue.
Focal Business Process and Supporting Information System
3M has a substantial presence in manufacturing. The life blood
of these operations is the value stream, which looks at the entire
process from sourcing raw materials to payment for finished
goods. The majority of sites within the 3M manufacturing
network employ Lean Six Sigma Black Belts, and Value Stream
Managers at the site, and sometimes there are multiple roles of
that type assigned to separate departments within the same
facility (Turner, 2019). We looked at the 3M manufacturing
facility in Little Rock, Arkansas. There they manufacture
roofing granules of over 22 different colors and value stream
management is supported by a wealth of information systems.
Figure 3 shows an example of the roofing granules
manufactured at the facility (Addington, 2019).
Figure 3
There are over 30 information systems utilized at and around
the Little Rock plant to facilitate management of the value
stream and customer relationships. The upcoming transition to
SAP will consolidate most of them into a single platform. The
focus of this paper is the value stream related aspects of order
processing and inventory management, and the IT ticket
processing system.
Order Processing
Orders placed to the 3M Little Rock plant can be initiated
6. through two avenues. The Customer Service Management
System (CSMS) is the most common ordering system and is
responsible for more than 80 percent of the orders that are
received. The CSMS is structured like a shopping cart system
whereas customers log in, fill up their carts, and checkout. The
customer is able to tailor the order quantity, delivery date, and
several other elements within the stated business rules. That
information is then passed to COMS (Corporate Order
Management System) where it is sent to production in the form
of a work order, which will be produced by the operations team.
At each individual 3M manufacturing facility (herein, the
plant), the inventory management system allocates finished
goods inventories to transportation vessels and fills them with
product. From there the information is passed back to the plant
to OFO (Order Fulfillment Operations) and COMS for shipping
and billing.
The second avenue for order entry is customer specific. Owens
Corning is one of the larger companies that buys 3M roofing
granules for making asphalt shingles. Owens Corning uses an
automated forecasting system to place orders with 3M. Instead
of CSMS, Owen Corning uses Vendor Managed Inventory
(VMI). The VMI regularly tracks their usage and inventories
and sends order forecasts to 3M. These forecasts bypass the
normal routing and are almost immediately turned into orders
for production. The information is still relayed to the COMS
system and OFO for shipping and billing. The next critical
component of the process is the finished product itself and it
being ready to ship. This is where the inventory management
system provides support.
Inventory Management Systems
3M Little Rock manages inventory using several information
systems that exchange data and information. This is a vital part
of the value stream because of the targets they set for DOTIF
(Delivery On-Time In-Full). The plant produces an average of
50,000 tons of granule per month, with an inventory capacity of
7. 7,000 tons for finished product. That comes out to at least 7 full
inventory turns per month, so failures in the inventory
management system can lead to cascading delays for customers.
Finished goods are loaded in trucks that can hold a maximum of
25 tons and railcars that can hold a maximum of 115 tons.
Plant operations manages the production reporting through
CRM (Coloring Run Manager). The CRM tracks raw material
usage, as well as total quantities produced per work order. The
finished goods quantities are mirrored in BSM (Blend Shipment
Manager). BSM tracks finished goods levels in over 130 tanks
and assigns inventory to outbound shipments. Once shipments
are loaded, they are passed to OFO, but the history is retained
within BSM. Other useful functions performed by BSM are
truck and railcar monitoring. 3M Little Rock is capable of
loading 80 trucks and 20 railcars on a busy day. For that reason
BSM must be accurate and reliable. The system tracks the
transport vessels from the time they enter the site to the time
the leave. Metrics like load times, wait times, late pick-ups, late
loadouts, and inventory on hand are reviewed at least once each
day. Figure 4 shows a diagram of the process links (Addington,
2019).
Figure 4
Figure 4: Diagram of the information systems flow
According to Addington (2019), the grey areas in Figure 4 will
eventually be replaced by SAP in the next one to two years.
This will ultimately create immense efficiencies in
8. communication between facilities, which in turn will improve
accuracy and speed associated with order processing, inventory
management accuracy, and the IT ticketing system. Critical
Success Factors
In an ever-changing competitive marketplace, it is crucial for
firms to have well structured, easy to understand, clear metrics
to identify growth, expansion, and overall performance in the
workplace. With the integration of IT systems and metrics in
everyday activities performed by employees across the
company, it is imperative for employees and management to
communicate these metrics to all levels of the organization and
set the base level of expectations. These established metrics
will help identify successes, challenges, and overall company
performance. It allows the firm to know if decisions are winning
in the marketplace, and if they are not, then why. At the 3M
Industrial Mineral Division in Little Rock, Arkansas,
performance with the assistance of IT tools is clearly defined
through goals and standards outlined in their key performance
indicators (KPI’s) presented by top line management and pushed
down to all level of employees.
With respect to IT and the utilization of these tools to increase
value in the activities performed by employees, as well as to
track overall company performance, 3M Industrial Mineral
Division utilizes a handful of technology focused key
performance indicators (KPIs) to assist in operations quality
improvement and increasing customer satisfaction. According to
Turner (2019), one KPI used to improve overall customer
satisfaction is the CRM system’s Deliveries on Time in Full
(DOTIF). This metric has an ambitious goal of 100 percent. To
simplify, one may ask the question, “Did the customer get
everything they requested, when they requested it?” This tool is
cloud based and it is an operations level Critical Success Factor
(CSF). Customer satisfaction resides at the core of all 3M’s
operations. Therefore, maintaining customer satisfaction as the
pinnacle of KPI’s shows the criticality of this component
(Turner, 2019).
9. Turner (2019) notes a second tool that is tracked through
metrics at 3M’s Industrial Mineral Division is a ticketing
system for issues presented by customers to the company due to
service level attainment issues such as delivery, quality of
product, and any other concerns. The goal of this KPI is to
respond to a minimum of 80 percent of these customer tickets
within 24 hours, and have a ticket completed and resolved
within 48 hours. Although it is pertinent to the industrial
mineral division, this KPI is managed by a companywide team
located at their corporate facility located in St. Paul, Minnesota
(Turner, 2019).
Finally, Turner (2019) provided a third KPI metric used to track
performance using a 3M proprietary tool called COMS, which
serves as the primary ordering and invoicing system. This
system will be replaced with a SAP module in the near future;
however, integration for the new tool will require very precise
implementation to avoid interruption in the ordering and
invoicing system. This system has precise business rules that
govern and feed out order data from this system to the
operations plant during established time intervals. However,
orders may be requested outside of these governing business
rules and entered manually through an electronic data exchange
(EDI). This critical success factor is also maintained by a
companywide team located at 3M’s corporate headquarters
(Turner, 2019).
Maintaining and accurately monitoring the critical success
factors in 3M’s Industrial Mineral Division is critical to
identifying opportunities, challenges, and successes in the
division. These metrics will identify whether the firm was
successful, or not, and serve as the drive of all levels of
everyday operations. Adhering to these key performance
indicators and their attached goals allows 3M Industrial Mineral
Division to continue to grow and enhance the overall customer
experience.Infrastructure and Architecture Requirements
According to Addington (2019), the infrastructure and
architecture requirements at the 3M Little Rock, Arkansas
10. facility leverages at least 90 or more local workstations
connected to various servers throughout the business. There are
over 10,000 internal communications to the various servers that
run the business applications scattered across the different
facilitates in the United States. 3M requires a high security
network infrastructure that uses a Virtual Private Network
(VPN) for employee access inside and outside the company
network. As part of their daily operations the 3M Little Rock,
Arkansas location currently employs seven servers used solely
for storage purposes with a combined capacity of 12.5 Terabytes
(Addington, 2019). To put this in perspective, if the average
song is 3 to 6 megabytes (Mb) the on-site server has the
capacity to store 2.5 to 4.1 million individual song files.
Addington (2019) estimates 3M requires at least a Petabyte of
storage capacity to manage 3M’s facilities in the United States.
Finally, Abbington (2019) indicated that the 3M Little Rock,
Arkansas facility servers leverage a 10 Mb fiber connection to
another 3M facility for data replication purposes. These
processes are leveraged to ensure business continuity in the
event of a hardware failure, data corruption issue, or any other
issue that would warrant restoring their data from a backup.
3M’s infrastructure needs are massive. Not only does 3M’s
operations require stout network capabilities to link their
facilities together, but they also require very powerful servers
with access to large amounts of storage capacity. 3M’s business
has not transformed thanks to these computer systems, but now
depend on them to ensure continued successful operations for
all of their business functions.Information Management Issues
According to Addington (2019), 3M’s Information Technology
department is organized into two broad groups, the corporate
department and local departments that support each individual
division (plant or distribution center). Both groups support
3M’s order processing, inventory management, and IT ticket
processing. The corporate IT department handles all
applications at the SAP level, while on-site IT departments
handle specific local applications used at the division level.
11. Additionally, both the local and corporate levels may outsource
some of their IT support, particular when it involves large-scale
build outs or programming issues. 3M’s IT Ticketing System is
primarily managed by the corporate IT department, but tickets
may be assigned to the local departments depending on the type
of issue or application involved (Addington, 2019).
As noted previously, 3M is currently in the middle of a major
business transformation from its legacy systems to a new
Enterprise Resource Platform (ERP), SAP, which will
encompass the order processing, inventory management, and IT
ticketing systems. According to Mr. John Turner (2019), 3M
CIO, corporate leaders are pushing to have all software and
applications continuously upgraded using the AGILE
methodology. Upgrades and troubleshooting are handled by the
most qualified personnel within the applicable IT department
(i.e. corporate or local). However, major application issues or
large-scale build outs are completed in coordination with an
outside consultant. In contrast, the legacy systems had a few
dedicated team members who were responsible for system
maintenance and upgrades (Turner, 2019).
As 3M undergoes its BT, the firm faces unique challenges
associated with the transition. Most notably, 3M needed to build
an integration layer, known as MIL, to permit each plant and
distribution center to communicate with SAP during the
transition without going out of service (Turner, 2019).
Additionally, VMI, the link between orders sent between COMs
and the plants, was initially mismatching order dates (i.e.
promise dates, order dates, load dates, etc.) (Addington, 2019).
In this example, local IT personnel at the plant level created
temporary fixes via programming scripts while broad
programming solutions were developed at the corporate level.
As the firm navigates through its BT, 3M must rely on constant
and effective communication between the localized and
corporate IT departments. The local IT divisions identify and
communicate issues to corporate and develop fast, temporary
solutions, while the corporate IT department develops a
12. permanent solution. The ultimate goal is to integrate all
operations, information, and order processing into SAP. This
will ultimately reduce order error, increase efficiency via
improved inventory management, and improve customer
service.Strategic Business AnalysisSupply Chain
Upstream
Located a few miles southwest of the Bill and Hillary Clinton
Airport in Little Rock, Arkansas is the 3M roofing granule
processing plant. Camp-Hays & Toland (2019) indicate that 3M
Little Rock strives to provide roofing granule products to their
customers with the highest levels of quality, flexibility, and
service. The granule plant is where 3M adds the greatest value
to the value stream; however, the supply chain starts three miles
west of the main plant at the 3M quarry. Roofing granules
require crushed rock as the primary input. Initially the quarry
was located at the granule plant itself when it opened 70 years
ago, but it was determined that there was not enough suitable
rock at that location, so it was moved to the current location
(Camp-Hays & Toland, 2019).
According to Camp-Hays & Toland (2019), the quarry is owned
and operated by 3M, and is more than 2,500 acres, making 3M
one of the largest landowners in Little Rock and the state of
Arkansas.
The rock is blasted off in sections and then hauled using 26-foot
tall trucks, to be crushed on site. The rock is a naturally
occurring resource and therefore is subject to variation. The
rock is graded after blasting as A, B, and C stone. Grade-A rock
is the only input suitable for use in roofing granules and must
meet a required set of standards related to the hardness,
porosity, mineral composition, color, and other factors. By
itself grade-A rock is not of great value; however, its value to
the roofing granule manufacturing process increases due to the
scarcity of the precise type of rock required. The rock is not
easily substitutable, and products that imitate it are costly
and/or have a shorter lifespan. The quarry is a clear source of
13. strategic advantage due to these factors. To protect this
strategic advantage, 3M employs geologists that conduct
surveys and establish mine plans using 3D drone modeling to
ensure a stable supply of resources as far as 40 years into the
future. The B and C grade stone are sold to the Arkansas
Aggregates Company, which repurposes or processes it for use
in road construction and several other areas which reduces
management costs for unsuitable material. From there, the
grade-A crushed rock is transported, using a railroad system
owned by 3M, to the granule plant (Camp-Hays & Toland,
2019).
Figure 5: 3M Quarry in Arkansas
Camp-Hays & Toland (2019) report that the granule plant
maintains at least a three to four-day supply of raw rock on site
should an interruption in the supply from the quarry occur due
to flooding or other factors. Next, the rock is crushed, screened,
coated with a proprietary pigmented ceramic coating, fired in
1,200-degree Fahrenheit kilns, and post-treated with additional
compounds, prior to being placed in finished goods inventory.
Total demand is forecast; however, with over 23 different
products, demand for raw material inventories are not managed
for a specific product. Monthly meetings with the account
manager are used to help gauge the overall market direction and
receive feedback from customer visits. 3M Little Rock takes
advantage of a local warehouse to minimize onsite inventory
costs and unsure accurate supply even during periods of
interruption from upstream suppliers. Enough raw materials are
warehoused to allow for extraordinary lead times on most
products. The inbound materials buffer allows ample time for
the plant to respond to changes in demand without interrupting
production. 3Ms competitors often set fixed run schedules
weeks in advance and customers must wait their turn if they
need a specific product (Camp-Hays & Toland, 2019). 3M is
customer centered and sets their production schedule according
to customer needs, while also allowing for added complexities
14. required by each unique client.
Downstream
3M Little Rock ships over half a million tons of finished
product to over 30 locations in the United States via rail and
truck (Camp-Hays & Toland, 2019). In order to maintain their
target of 100 percent On Time in Full (OTIF) shipments, careful
attention must be given to promised dates (the date the customer
is promised to receive the product), shipment dates, and
inventories. According to Camp-Hays & Toland (2019), this is
accomplished through an Information Systems (IS) network of
several applications, including Blend Shipment Manager (BSM),
which manages the Little Rock plant’s finished goods
inventories. BSM also communicates certificate of analyses
(COA) and bill of materials (BOM) data to COMS to ensure the
customer receives all the required documentation with the
finished product upon delivery. Additionally, testing is
conducted on the product as it is produced, and each individual
shipment is also tested prior to shipping. These results are
passed along to the customer upon receipt to certify to the
customer the quality of the product (Camp-Hays & Toland,
2019).
Figure 6: List of 3M’s Top Customers and Delivery Location
Challenges Facing the Supply Chain
Historically, 3M Little Rock experienced problems with
deliveries and pick-ups. Customers were scheduling their own
trucks and often those trucks were missing pick-up times,
cancelling orders without notification, and showing up late
attempting to charge demurrage. In response, 3M decided to
coordinate the majority of shipments internally by hiring a
private contractor and scheduling trucks for deliveries for their
customers. This provided 3M the ability to directly control
quality of service issues with the carrier responsible for
deliveries and drive down costs associated with schedule
15. compliance issues. However, 3M experiences other issues with
deliveries related to general problems associated with the
trucking industry. The industry is under-staffed and unable to
meet modern transport needs of consumers and businesses
(Patton, Townsend, & Bloomberg, 2019). This causes delays in
delivery times and increased delivery costs due to a shortage of
drivers.
In response, 3M Little Rock has positioned itself to negotiate
competitive contract rates (i.e. bargaining power) and generates
enough volume to keep transport costs down (i.e. economies of
scale). 3M also utilizes trains as an alternative transportation
option. However, railroads have become increasingly less
flexible and small interruptions to the railroad company can
cascade into huge delays for 3M’s deliveries. Further, many of
3M’s customers are not capable to receive rail shipments, which
reduces 3M’s bargaining power if rail is the only option for
delivery. Competitive Forces and Generic Response Strategies
Porter’s Competitive Forces
According to Porter’s Five Competitive Forces framework, there
are five separate components utilized to analyze a firm’s
competitive environment that will dictate how efficient and
effective a firm is able to combat its rivals, potential new
market entrants, the threat of potential substitute good and
services in the marketplace, the bargaining power of buyers at
the negotiation table, and on the flip side scenario, the
bargaining power suppliers have at the negotiation table as well
(Martin, 2018). In order for 3M’s Industrial Mineral Division to
supersede the competition in the marketplace and show
profitability year over year, 3M must strategically attack every
one of Porter’s Five Competitive Forces.
3M is known as pioneer in research and development of new
technology and innovative development of products in the
marketplace; the Industrial Mineral Division is not the
exception. In order for 3M to effectively combat current rivals
and potential new rivals, a top-level strategy must be in place.
16. Currently, 3M Industrial Mineral Division has one strong
competitor named Owens Corning. This firm, Owens Corning, is
also producing a very similar product that is designed to replace
the usage of 3M’s granule with GAF (Global Home
Improvement, 2013). With a product so similar to 3M’s
characteristics, the deciding factor will reside in the ultimate
quality of the product combined with the appropriate marketing
mix to support this product in the marketplace. Although 3M
serves as the pinnacle of product quality and innovation and in
most other divisions in the company the threat of new
competitors is elevated, in the Industrial Mineral Division the
elevated costs and conditions needed for a firm to enter into this
space make it difficult for new entrants to meet the customer
demands that 3M has mastered and continuously executes
(Moor, 2018). In order for a firm to enter this space and match
up to the likes of 3M, a firm must have the technological and
logistical distribution channel capabilities to efficiently create
the raw material mix for their products. This process involves
crushing rocks, transporting the raw material from plant to
plant, and cooking it at an estimated 1,000 degrees Fahrenheit.
Most of 3M Industrial Mineral Division’s primary focus
revolves around producing the roofing material compound found
in customary shingles.
In today’s environmental focused society, the substitution of
3M’s product for more environmentally friendly products is a
substitution threat to 3M. The utilization of solar panel roofing,
metal roofing, and concrete clay tiles instead of shingles
produced using 3M’s material mix are contenders as threats of
substitute goods under Porter’s Five Competitive Forces.
The bargaining power of buyers is the fourth component under
Porter’s Five Competitive Forces that must be strategically
attacked by 3M in order to remain at its highest level of
competition. The bargaining power of buyers remains low in
this industry as the mixing material composition of 3M’s
products is superior and costs less. With higher inventory
turnover rates, incremental quantity orders, and better quality
17. than the competition and higher switching costs, 3M is able to
provide a better everyday low cost to their customers than other
competitors in this industry; this eliminates the bargaining
power from buyers at the negotiation table because a better
pricing for a quality product is already being offered (What is
Bargaining Power of Suppliers?, 2019).
Finally, the last of Porter’s Five Competitive Forces that must
be strategically attacked is the bargaining power of suppliers.
Suppliers are willing to provide a lower cost for raw materials
if their needs are met. With the capability to purchase larger
inventory orders of raw materials from suppliers than most of
its competitors, 3M Industrial Mineral Division has the
capability of negotiating the best everyday low cost in exchange
for first in market products and becoming one of the world’s
fastest growing consumer packaged goods preferred supplier. In
today’s marketplace, the strength of bargaining powers of
suppliers and buyers conducting business with 3M are less
impactful than before. 3M is an industry leader and, as such,
holds the bargaining power on both ends when conducting
business operations.
Generic Response Strategies
According to Camp-Hays & Toland (2019), 3M’s manufacturing
facility in Little Rock, Arkansas faces two significant threats to
their market share in the roofing granules manufacturing
industry; (1) intensity of rivalry among existing competitors and
(2) substitute products. These forces pose the greatest threat to
3M and are further detailed in the following sections.Intensity
of Rivalry Among Competitors
Camp-Hays & Toland (2019) indicated that 3M’s top rivals in
the roofing granules industry include GAF and Lucas Specialty
Rock’s (Lucas). Both companies compete directly with 3M in
roofing granules production and sell to 3M’s existing
customers, most notably Owens Corning. What makes these
companies distinct is that they also manufacture asphalt
shingles from their roofing granule products. 3M currently only
18. produces roofing granules and sells the final product to
manufacturers that create asphalt shingles (Camp-Hays &
Toland, 2019). This direct competition and vertical integration
on the downstream side of the supply chain by GAF and Lucas
poses a significant threat to 3M.
In addition to 3M’s direct competition for customers, the firm is
facing a looming threat due to cooperation between GAF and
Owens Corning. Camp-Hays & Toland (2019) reported that both
their competitor (GAF) and customer (Owens Corning) are
working together to develop a replacement for the 3M granule
products that Owens Corning currently purchases. If the
partnership should succeed, this would not only turn Owens
Corning into a direct competitor and potential lost customer, but
it would create an additional substitute product, which is
discussed later in this section.
In response, 3M is leveraging its vertical integration of the
main raw material for their granule product and its custom-made
products for Owens Corning in an effort to raise the switching
costs too high for Owens Corning to ditch 3M (Campy-Hays &
Toland, 2019). Specifically, Camp-Hays & Toland (2019)
indicated that only a particular type of rock can be used to
create the raw material needed to produce the granules, which is
extremely difficult to find, mine, and refine. As such, 3M has
vertically integrated its supply chain to ensure it has direct
access to quarries with the specific rock needed to create
granules, which ultimately gives 3M control over the supply of
this particular raw material (Camp-Hays & Toland, 2019).
Additionally, customers are reliant on specific shades of
granules in order to maintain quality and uniformity in their
roofing shingle products. According to Camp-Hays & Toland
(2019), 3M has developed a process of blending colors for their
customers in order to provide a consistent product. Ultimately,
this practice has made their customers more reliant on 3M’s
product as their customers may be unable to switch to another
supplier without compromising their end product (Camp-Hays &
Toland, 2019). As such, if GAF and Owens Corning are unable
19. to develop a substitute to 3M’s granule that can deliver the
same results, 3M may be able to squash this threat. However,
3M must continue to refine its blending process to ensure its
product remains superior.Threat of Substitute Products
The threat of substitute products also poses a significant threat
to 3M. According to Camp-Hays & Toland (2019), solar, metal,
and concrete tile roofing products are the main substitute
products that consumers may choose over asphalt shingles.
These materials do not utilize roofing granules to manufacture
and offer different benefits and disadvantages than asphalt
shingles.
Specifically, these substitute products last longer than
asphalt shingles but are more expensive per square foot or may
involve higher maintenance expenses after installation (Morr,
2018). For example, Figure 7 (Morr, 2018) shows the average
cost per 100 square feet of asphalt shingles versus concrete and
metal. Although asphalt shingles are less expensive, concrete
and metal materials will last at least twice a long (Morr, 2018).
Additionally, substitute products offer energy saving advantages
that asphalt shingles to not provide (i.e. power generating and
cooling).
Figure 7: Average Cost of Various Types of Roofing Materials
Although asphalt shingles remain the dominant roofing
material for buildings, the usage of asphalt shingles has reduced
from approximately 83 percent to 75 percent between 2004 and
2015, with metal increasing to almost 10 percent in the same
period, as shown in Figure 8 (ProRemodeler, 2017). As such,
3M faces the potential of decreased demand for roofing granules
as substitute products continue to advance, reduce in price, and
provide desirable advantages.
The substitute products noted above represent a current
threat to 3M’s roofing granules manufacturing business. In
response to growing popularity in substitute products, 3M is
producing new granules that can help reduce smog pollution,
provide cooling properties to increase building energy
20. efficiency, and prevent the build-up of algae on rooftops (3M,
2019). Therefore, 3M is reducing this threat by providing
asphalt shingle manufacturers the raw materials to match the
properties of the substitute products that are threatening 3M’s
business.
Figure 8: Share of Roofing Materials for Construction
Value Chain Analysis
The following sections discuss 3M Little Rock facility’s value
chain. Information was provided by an interview with Camp-
Hays & Toland (2019). Primary Activities Inbound Logistics
3M sources base materials to produce their granules from
multiple locations across the world. The base for all the granule
products is natural ingenious rock which can be found and
sourced from domestic and international underground hard rock
miners across the world including its own on-site quarry. Other
entities are also used to supply product packaging, as well as
ceramic which is embedded into various product lines.
Operations
3M Little Rock’s operations include quarrying, crushing,
screening and coating the various granules produced onsite. To
differentiate itself, 3M is continuously improving its operations
by implementing six sigma, lean management concepts and
committing to environmental, health and safety efforts leading
to not only a more efficient operation but also a safer
environment. 3M relies on business intelligence reports based
on information tracked by the firm’s KPIs, energy usage
statistics, waste information, and target versus actual
production information. This information is then used to make
data-driven decisions to ensure continuous, safe operations of
their facility. Outbound logistics
The 3M Little Rock facility provides outbound logistics
capability to its suppliers via railcar, bulk trucks, and bags.
These products are sent to various shingle manufacturers in the
United States that include, but are not limited to, Gerard, Owens
Corning, Atlas, and Certain Teed.Marketing and Sales
3M is beginning to leverage social media, as well as traditional
21. press, to market its granule products. Traditionally, 3M markets
their products online by providing technical data sheets and
color guides, as well as attending trade shows. Their National
Account Managers regularly meets with their customers to
assure that 3M is meeting their needs, and also requests
feedback via scorecards. According to Camp-Hays & Toland
(2019), 3M Little Rock’s sales territory includes 14 different
states in the south and southeastern United States. 3M’s
trademarks and marketing intellectual property are also used by
its suppliers to market the finished products created with 3M
products.Services
3M Little Rock brings value to its customers by providing and
distributing regular roofing granules, algae resistant granules,
and even aggregate rock for road base or landscaping (3M,
2019). 3M also provides emergency support that allows orders
to be fulfilled in as little as 48 hours. To ensure that their
service is meeting the needs of their customers, 3M maintains
an open chain of communication with customers providing
opportunities for constant customer feedback.Support Activities
Firm Infrastructure
More than 30 systems are used together for daily operations.
CSMS provides an online b2b ecommerce platform to its
customers. Data is then fed into COMS, which sends the order
information to the operations side to be fulfilled. 3M Little
Rock also employs multiple systems such as CRM, which tracks
inventory used in producing the different types and colors of
granules. This information is also tied to a Blend Shipment
Manager (BSM), which acts as a historian for finished goods.
The information in BSM is critical for outbound logistics to
allow 3M to serve its customers accurately and on time. In the
near future, 3M will also employ a new ERP, SAP, which will
add additional value into the Customer Relationship
Management and operations processes of the business. SAP
customers have reported profit increases of up to 60 percent
(SAP, 2019).
Human Resource Management
22. 3M leverages the platform named Workday for Human
Resources (HR) management. 3M Little Rock engages in a
practice of contracting out initial hiring and may offer new
employees a permanent position as a hourly worker after 3 to 12
months of tenure. Salaried employees are trained and onboarded
in line with their position and duties, there is a required
compliance training schedule that is updated and completed by
all employees each year to assure that employees understand the
rules and organizational goals. This training also aims to
enforce organizational behaviors and positive psychological
practicesTechnology development
3M is actively searching out new ways to deliver products and
services to its customers more efficiently. The Little Rock
Arkansas facility is using technology develop new ways to mine
raw materials sustainably to protect the environment.
Additionally, the Little Rock facility uses continuous
improvement methods to improve the design of their production
processes and control mechanisms used to develop their
industrial mineral products. Examples include Cool Roofing
Granules that reflect heat instead of absorbing it, allowing their
customers to have more energy efficient properties. Another
example is Smog-reducing Granules that help eliminate smog
pollutants to improve air quality (3M, 2019). Procurement
To ensure consistency and quality, 3M’s procurement regularly
reviews their suppliers and rates them to determine if there are
areas of potential improvement, or if an alternative should be
explored. With many of their materials being sourced globally,
many factors come into play that require 3M to consistently
review this information to ensure the business can successfully
turn inventory into quality products.
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