D. Mayo's slides "“The Statistics Wars and Intellectual Conflicts of Interest” for Special Session of the (remote) Phil Stat Forum: “Statistical Significance Test Anxiety” on 11 January 2022
This document introduces decision-analytic modeling techniques for clinical and economic projections. It discusses why modeling is useful, provides a taxonomy of modeling techniques including Markov models, and showcases examples of models that project clinical and economic outcomes. It concludes by guiding interested audience members to further information on modeling tools, societies, journals, and educational institutions.
Root Cause Analysis – A Practice to Understanding and Control the Failure Man...inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Funderburk et al 2011 ICHPS_Using_Propensity_Score_& MI_Analysis_10-6-11Frank Funderburk
This document discusses using propensity score analysis to assess the effectiveness of social marketing campaigns in healthcare, using data from Medicare open enrollment surveys. It describes traditional approaches to evaluation like pre-post comparisons and regression, and their limitations. Propensity score matching aims to balance treated and untreated groups on covariates to mimic a randomized experiment. The document provides an example using Medicare data to estimate the effect of TV advertising exposure on beneficiaries reviewing their coverage options, including modeling propensity scores, matching, and inference on the treatment effect. It also discusses issues and benefits of the propensity score approach.
This document provides an introduction to regression discontinuity (RD) designs, which estimate treatment effects when treatment is determined by whether an observed variable exceeds a known cutoff. The document discusses how RD designs were developed in the 1960s but gained popularity in economics in the late 1990s. It notes that recent work has shown RD designs require weaker assumptions than other non-experimental methods and can be used in a variety of contexts. The document aims to comprehensively summarize understanding of when RD designs are valid or invalid, their strengths and weaknesses, and how to implement them in practice.
The fishbone diagram is a tool developed by Kaoru Ishikawa to identify potential causes of problems through a structured brainstorming process. It provides a visual representation with the problem as the backbone and major categories of causes as branches, then identifies specific causes within each category by asking "why" each cause occurs. The fishbone diagram helps teams discover root causes of issues in a systematic way.
Cause & Effect Diagram Use for H&S System Hazard IdentificationPECB
The webinar covers:
• The three types of diagram
• Common main header categories
• Adoption of tool in H&S systems
Presenter:
This webinar was hosted by PECB Certified Trainer and Managing Director of Smart ISO Systems & Smart Mentoring, Mr. David Smart.
Link of the recorded session published on YouTube: https://youtu.be/7qFGcY8HnV4
The document describes the steps to create a cause-and-effect diagram, also known as an Ishikawa or fishbone diagram, which is a visual tool for identifying potential causes of a particular effect or problem. It lists 6 steps: 1) define the effect, 2) draw the spine and effect box, 3) identify main cause categories, 4) identify specific causes, 5) drill down on causes, and 6) analyze the diagram. An example diagram shows potential causes for the inaccurate submission of billing to clients, with repeated causes like poor training and a manual filing system identified for corrective action.
D. Mayo's slides "“The Statistics Wars and Intellectual Conflicts of Interest” for Special Session of the (remote) Phil Stat Forum: “Statistical Significance Test Anxiety” on 11 January 2022
This document introduces decision-analytic modeling techniques for clinical and economic projections. It discusses why modeling is useful, provides a taxonomy of modeling techniques including Markov models, and showcases examples of models that project clinical and economic outcomes. It concludes by guiding interested audience members to further information on modeling tools, societies, journals, and educational institutions.
Root Cause Analysis – A Practice to Understanding and Control the Failure Man...inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Funderburk et al 2011 ICHPS_Using_Propensity_Score_& MI_Analysis_10-6-11Frank Funderburk
This document discusses using propensity score analysis to assess the effectiveness of social marketing campaigns in healthcare, using data from Medicare open enrollment surveys. It describes traditional approaches to evaluation like pre-post comparisons and regression, and their limitations. Propensity score matching aims to balance treated and untreated groups on covariates to mimic a randomized experiment. The document provides an example using Medicare data to estimate the effect of TV advertising exposure on beneficiaries reviewing their coverage options, including modeling propensity scores, matching, and inference on the treatment effect. It also discusses issues and benefits of the propensity score approach.
This document provides an introduction to regression discontinuity (RD) designs, which estimate treatment effects when treatment is determined by whether an observed variable exceeds a known cutoff. The document discusses how RD designs were developed in the 1960s but gained popularity in economics in the late 1990s. It notes that recent work has shown RD designs require weaker assumptions than other non-experimental methods and can be used in a variety of contexts. The document aims to comprehensively summarize understanding of when RD designs are valid or invalid, their strengths and weaknesses, and how to implement them in practice.
The fishbone diagram is a tool developed by Kaoru Ishikawa to identify potential causes of problems through a structured brainstorming process. It provides a visual representation with the problem as the backbone and major categories of causes as branches, then identifies specific causes within each category by asking "why" each cause occurs. The fishbone diagram helps teams discover root causes of issues in a systematic way.
Cause & Effect Diagram Use for H&S System Hazard IdentificationPECB
The webinar covers:
• The three types of diagram
• Common main header categories
• Adoption of tool in H&S systems
Presenter:
This webinar was hosted by PECB Certified Trainer and Managing Director of Smart ISO Systems & Smart Mentoring, Mr. David Smart.
Link of the recorded session published on YouTube: https://youtu.be/7qFGcY8HnV4
The document describes the steps to create a cause-and-effect diagram, also known as an Ishikawa or fishbone diagram, which is a visual tool for identifying potential causes of a particular effect or problem. It lists 6 steps: 1) define the effect, 2) draw the spine and effect box, 3) identify main cause categories, 4) identify specific causes, 5) drill down on causes, and 6) analyze the diagram. An example diagram shows potential causes for the inaccurate submission of billing to clients, with repeated causes like poor training and a manual filing system identified for corrective action.
Strengthening CMMI Maturity Levels with a Quantitative Approach to Root-Cause...Luigi Buglione
This presentation discusses and analyzes the opportunity to approach a typical TQM qualitative technique such as Root-Cause Analysis (RCA), expressed with the well-known Ishikawa (or Fishbone) diagrams, in a quantitative manner. Adding a control measure at the end of each ‘cause bone’ can help decision-makers in their determination of corrective/improvement actions to take in terms of how much to introduce into the related action plan in the way of resources. The ISO 15939 Measurement Information Model can be the appropriate technique to help derive such measures, as it overcomes the intrinsic limitations of Orthogonal Defect Classification (ODC) by providing direct process improvement at ML2 on Measurement & Analysis (ME) and at ML3 on Organizational Process Focus (OPF), in particular taking care of the specific practice SP1.4 concerning the establishment of the organization’s measurement repository), as well as on the General Practice GP2.8 (Monitor & Control the Process) across all the process areas involved in each single cause-effect analysis. The communication issue is discussed, an alternative way to express Ishikawa diagrams is proposed (Mind Maps), and how Mind Maps can facilitate the diffusion of RCA and its quantitative variant (Q-RCA) into organizations, and subsequently be used by organizations, is shown.
1. Fishbone diagrams (also called Ishikawa or cause-and-effect diagrams) are a visual tool for identifying potential causes of problems or effects.
2. They resemble a fish skeleton and are used to structure a team's brainstorming to generate possible causes for quality issues or other problems in products, processes, or services.
3. The creation of fishbone diagrams involves identifying the main problem or effect, major causes, secondary causes, and relationships between causes to understand root causes and facilitate problem-solving.
The document provides an overview of using a fishbone diagram to analyze problems. It discusses the agenda, which includes reviewing cause and effect analysis and constructing a fishbone diagram. The steps involve defining a problem statement, brainstorming potential causes, categorizing the causes, analyzing the root causes, and recommending next steps. The goal is to identify all possible reasons for a problem in order to discover the deepest underlying causes.
LIVE TRAINING LAUNCH YOUR ONLINE COURSE PLAN & MINDMAP PART 1
Today’s training is going to be full of information and I am going to move very quickly.
I will giving an overview of what is needed.
I will be offering a download of this training later.
More information in the download
The document introduces three personal growth tools: the Life Wheel for assessing life balance, Mind Mapping for clearer thinking, and SMART goals for setting achievable objectives. The reader is guided through exercises for each tool, including circling an area of focus on the Life Wheel, creating a Mind Map around a chosen topic, and refining a draft goal using SMART criteria. The overall message is to help the reader apply different techniques for personal development.
This mindmap from Melting Pot's Sleep Solutions explores the causes of sleeping problems such as stress, medical issues, and lifestyle habits. It provides solutions for sleeping problems including changes to diet, bedroom environment, and other lifestyle tips that are accessible by clicking links at http://pear.ly/bO9lf. The mindmap categorizes sleeping problems and their potential causes and solutions.
A mindmap is a visual way of organizing ideas in a web-like structure. It uses images, colors, and branches connected to a central concept to engage both sides of the brain. Mindmaps are beneficial for brainstorming, planning, note-taking, and documenting ideas in an easy to create and visualize format. The key aspects of mindmaps include a central concept, branches of related ideas, and sub-branches of less important details represented by single keywords, colors, and images.
2014 Golden Globe Awards mindmap by ConceptDraw MindMapAnastasia Krylova
This document lists the nominees and winners for various categories at the 2014 Golden Globe Awards. It includes categories for both movies and television shows, with nominees for Best Motion Picture, Best Actor/Actress, Best Director, and more. 12 Years a Slave won multiple awards including Best Motion Picture - Drama, while American Hustle won Best Musical or Comedy. Television winners included Breaking Bad for Best Drama and Brooklyn Nine-Nine for Best Musical or Comedy.
It's lots of fun to make presentations with ConceptDraw MindMap. You just need to import needed data and program will build a beautiful map which you can export to PowerPoint in one click.
Incorporating Mindmapping into EFL classroomsdoggerwu
The document discusses integrating mind mapping into the English classroom. It covers using mind mapping for memorizing vocabulary, reading comprehension, and writing. For reading, mind maps can be used for pre-reading activities like brainstorming and while-reading activities like semantic maps or graphic organizers to organize information. Specific examples are given from the textbook "Joy" to illustrate how mind maps can be created for different units and chapters.
Men's Health Goals presentation by ConceptDraw MindMapAnastasia Krylova
This document provides a list of 10 tips for self-improvement, including becoming a better lover, shaking off colds fast, getting hair to be proud of, detoxing the body, bulletproofing the heart, getting a good night's sleep, quitting smoking for good, becoming smarter than others, getting a beach ready body, and getting bigger biceps.
Linda Oestreich's Mindmap Your Way to Project SuccessSTC San Diego
This document provides an overview of mind mapping and how it can be used for project management. It discusses what mind mapping is, common visual project management techniques, and how mind mapping helps with project management. It then demonstrates how to create a mind map, provides an exercise and example, and reviews several online mind mapping tools. The goal is to illustrate how mind mapping can help with organizing, planning, and managing projects from initial brainstorming through completion.
This document discusses potential root causes of contamination issues at a manufacturing plant. It identifies several areas to investigate such as compatibility of different fluids used in machines, cleanliness practices over time, types of oils and coolants used, and potential issues with hoses and fittings. Next steps proposed include evaluating costs and ease of addressing different issues, improving communications between shifts, and presenting options to a workshop board.
Sales Standards Presentation by ConceptDraw MINDMAPAnastasia Krylova
The document does not contain any substantive content to summarize. It consists only of line numbers without any accompanying text or information. In 3 sentences or less, a summary cannot be provided as there is no information within the given document to summarize.
This document discusses how to create and use mind maps on the computer. It explains that mind maps allow you to group related information in an organized way, with a central title and main and sub-branches. It then provides examples of how mind maps can be used for brainstorming, research, sequencing, categorizing, identifying pros and cons, planning assignments and units of work, and more. Finally, it lists some resources for mind mapping software and support.
This document discusses building information modeling (BIM) and its benefits. It distinguishes between "BIG BIM", which transforms the construction industry through advanced tools that change business processes, and "little bim", which refers to the suite of BIM software tools. Using BIM tools like Revit and Google SketchUp, along with project management practices, can help reduce waste in construction by 31% and save $400 billion annually according to industry studies. The document advocates for BIM and argues it provides certainty, reduces costs and claims, and ensures projects are completed on schedule and budget.
Qcl 14-v3 [pareto diagram - potholes in the city]-[banasthali university]_[an...av2194
The Pareto diagram analyzes the major causes of potholes in a city. It finds that 80% of potholes are caused by three main factors: pavement design and material issues, weather effects, and heavy traffic weight. Together these account for 89 + 75 + 64 = 228 instances out of the total 356 cases. Focusing efforts on improving pavement structure and material, preventing water damage from weather, and controlling overloading would potentially solve 80% of the pothole problems in the city.
This document provides information about psychosis, including its symptoms, causes, and effective treatment options. It summarizes that psychosis causes people to perceive or interpret things differently than others around them. Common symptoms include hallucinations and delusions. Early treatment is most effective and the sooner someone seeks treatment, the more likely they are to recover well. Ignoring symptoms can lead to problems like hospitalization or incarceration, while early treatment programs provide medication, therapy and support for a better outcome.
Fishbone diagrams, also known as Ishikawa diagrams or cause-and-effect diagrams, are a visual tool for organizing potential causes for a specific problem or effect. They help identify root causes by sorting possible causes into categories such as methods, materials, machines, people, measurements, and environment. To create a fishbone diagram, the problem is written at the head and main categories of causes are listed as bones extending from the head. Potential specific causes are then listed branching off from each category bone. The diagram can identify root causes and areas for further investigation through a visual representation of the interrelationships between various causes and effects.
Strengthening CMMI Maturity Levels with a Quantitative Approach to Root-Cause...Luigi Buglione
This presentation discusses and analyzes the opportunity to approach a typical TQM qualitative technique such as Root-Cause Analysis (RCA), expressed with the well-known Ishikawa (or Fishbone) diagrams, in a quantitative manner. Adding a control measure at the end of each ‘cause bone’ can help decision-makers in their determination of corrective/improvement actions to take in terms of how much to introduce into the related action plan in the way of resources. The ISO 15939 Measurement Information Model can be the appropriate technique to help derive such measures, as it overcomes the intrinsic limitations of Orthogonal Defect Classification (ODC) by providing direct process improvement at ML2 on Measurement & Analysis (ME) and at ML3 on Organizational Process Focus (OPF), in particular taking care of the specific practice SP1.4 concerning the establishment of the organization’s measurement repository), as well as on the General Practice GP2.8 (Monitor & Control the Process) across all the process areas involved in each single cause-effect analysis. The communication issue is discussed, an alternative way to express Ishikawa diagrams is proposed (Mind Maps), and how Mind Maps can facilitate the diffusion of RCA and its quantitative variant (Q-RCA) into organizations, and subsequently be used by organizations, is shown.
1. Fishbone diagrams (also called Ishikawa or cause-and-effect diagrams) are a visual tool for identifying potential causes of problems or effects.
2. They resemble a fish skeleton and are used to structure a team's brainstorming to generate possible causes for quality issues or other problems in products, processes, or services.
3. The creation of fishbone diagrams involves identifying the main problem or effect, major causes, secondary causes, and relationships between causes to understand root causes and facilitate problem-solving.
The document provides an overview of using a fishbone diagram to analyze problems. It discusses the agenda, which includes reviewing cause and effect analysis and constructing a fishbone diagram. The steps involve defining a problem statement, brainstorming potential causes, categorizing the causes, analyzing the root causes, and recommending next steps. The goal is to identify all possible reasons for a problem in order to discover the deepest underlying causes.
LIVE TRAINING LAUNCH YOUR ONLINE COURSE PLAN & MINDMAP PART 1
Today’s training is going to be full of information and I am going to move very quickly.
I will giving an overview of what is needed.
I will be offering a download of this training later.
More information in the download
The document introduces three personal growth tools: the Life Wheel for assessing life balance, Mind Mapping for clearer thinking, and SMART goals for setting achievable objectives. The reader is guided through exercises for each tool, including circling an area of focus on the Life Wheel, creating a Mind Map around a chosen topic, and refining a draft goal using SMART criteria. The overall message is to help the reader apply different techniques for personal development.
This mindmap from Melting Pot's Sleep Solutions explores the causes of sleeping problems such as stress, medical issues, and lifestyle habits. It provides solutions for sleeping problems including changes to diet, bedroom environment, and other lifestyle tips that are accessible by clicking links at http://pear.ly/bO9lf. The mindmap categorizes sleeping problems and their potential causes and solutions.
A mindmap is a visual way of organizing ideas in a web-like structure. It uses images, colors, and branches connected to a central concept to engage both sides of the brain. Mindmaps are beneficial for brainstorming, planning, note-taking, and documenting ideas in an easy to create and visualize format. The key aspects of mindmaps include a central concept, branches of related ideas, and sub-branches of less important details represented by single keywords, colors, and images.
2014 Golden Globe Awards mindmap by ConceptDraw MindMapAnastasia Krylova
This document lists the nominees and winners for various categories at the 2014 Golden Globe Awards. It includes categories for both movies and television shows, with nominees for Best Motion Picture, Best Actor/Actress, Best Director, and more. 12 Years a Slave won multiple awards including Best Motion Picture - Drama, while American Hustle won Best Musical or Comedy. Television winners included Breaking Bad for Best Drama and Brooklyn Nine-Nine for Best Musical or Comedy.
It's lots of fun to make presentations with ConceptDraw MindMap. You just need to import needed data and program will build a beautiful map which you can export to PowerPoint in one click.
Incorporating Mindmapping into EFL classroomsdoggerwu
The document discusses integrating mind mapping into the English classroom. It covers using mind mapping for memorizing vocabulary, reading comprehension, and writing. For reading, mind maps can be used for pre-reading activities like brainstorming and while-reading activities like semantic maps or graphic organizers to organize information. Specific examples are given from the textbook "Joy" to illustrate how mind maps can be created for different units and chapters.
Men's Health Goals presentation by ConceptDraw MindMapAnastasia Krylova
This document provides a list of 10 tips for self-improvement, including becoming a better lover, shaking off colds fast, getting hair to be proud of, detoxing the body, bulletproofing the heart, getting a good night's sleep, quitting smoking for good, becoming smarter than others, getting a beach ready body, and getting bigger biceps.
Linda Oestreich's Mindmap Your Way to Project SuccessSTC San Diego
This document provides an overview of mind mapping and how it can be used for project management. It discusses what mind mapping is, common visual project management techniques, and how mind mapping helps with project management. It then demonstrates how to create a mind map, provides an exercise and example, and reviews several online mind mapping tools. The goal is to illustrate how mind mapping can help with organizing, planning, and managing projects from initial brainstorming through completion.
This document discusses potential root causes of contamination issues at a manufacturing plant. It identifies several areas to investigate such as compatibility of different fluids used in machines, cleanliness practices over time, types of oils and coolants used, and potential issues with hoses and fittings. Next steps proposed include evaluating costs and ease of addressing different issues, improving communications between shifts, and presenting options to a workshop board.
Sales Standards Presentation by ConceptDraw MINDMAPAnastasia Krylova
The document does not contain any substantive content to summarize. It consists only of line numbers without any accompanying text or information. In 3 sentences or less, a summary cannot be provided as there is no information within the given document to summarize.
This document discusses how to create and use mind maps on the computer. It explains that mind maps allow you to group related information in an organized way, with a central title and main and sub-branches. It then provides examples of how mind maps can be used for brainstorming, research, sequencing, categorizing, identifying pros and cons, planning assignments and units of work, and more. Finally, it lists some resources for mind mapping software and support.
This document discusses building information modeling (BIM) and its benefits. It distinguishes between "BIG BIM", which transforms the construction industry through advanced tools that change business processes, and "little bim", which refers to the suite of BIM software tools. Using BIM tools like Revit and Google SketchUp, along with project management practices, can help reduce waste in construction by 31% and save $400 billion annually according to industry studies. The document advocates for BIM and argues it provides certainty, reduces costs and claims, and ensures projects are completed on schedule and budget.
Qcl 14-v3 [pareto diagram - potholes in the city]-[banasthali university]_[an...av2194
The Pareto diagram analyzes the major causes of potholes in a city. It finds that 80% of potholes are caused by three main factors: pavement design and material issues, weather effects, and heavy traffic weight. Together these account for 89 + 75 + 64 = 228 instances out of the total 356 cases. Focusing efforts on improving pavement structure and material, preventing water damage from weather, and controlling overloading would potentially solve 80% of the pothole problems in the city.
This document provides information about psychosis, including its symptoms, causes, and effective treatment options. It summarizes that psychosis causes people to perceive or interpret things differently than others around them. Common symptoms include hallucinations and delusions. Early treatment is most effective and the sooner someone seeks treatment, the more likely they are to recover well. Ignoring symptoms can lead to problems like hospitalization or incarceration, while early treatment programs provide medication, therapy and support for a better outcome.
Fishbone diagrams, also known as Ishikawa diagrams or cause-and-effect diagrams, are a visual tool for organizing potential causes for a specific problem or effect. They help identify root causes by sorting possible causes into categories such as methods, materials, machines, people, measurements, and environment. To create a fishbone diagram, the problem is written at the head and main categories of causes are listed as bones extending from the head. Potential specific causes are then listed branching off from each category bone. The diagram can identify root causes and areas for further investigation through a visual representation of the interrelationships between various causes and effects.
Running head PYXIS MEDICATION DISPENSING SYSTEM1PYXIS MED.docxtodd581
Running head: PYXIS MEDICATION DISPENSING SYSTEM 1
PYXIS MEDICATION DISPENSING SYSTEM 4
Pyxis Medication Dispensing System (PMDS)
PMDS Adoption
Over the last few decades, the world has witnessed a tremendous growth in technology that is being applied across all sectors of the economy to aid its daily operations. Notably, one of the most significant healthcare technologies adopted by most healthcare providers is the Pyxis Medication Dispensing System (PMDS). PMDS is a “sophisticated automated medication dispensing system that uses technology to help healthcare practitioners to store medications, dispense them, and also track the medication records” (Mackert et al., 2016). PMDS is fitted with an enhanced technology comprising of a bar-code scan that helps clinicians to get the right medication for a particular patient. Medical practitioners and nurses can also use this system to ensure they issue the right dosage to a patient while at the same evading errors that may occur when prescribing drugs to the patient. This inbuilt scanner also helps to ensure that the right medications are put into the cabinet during the process of restocking. The system has also the capability of warning the users from taking more than the prescribed drugs in order to avoid waste (Tsao et al., 2014).
Advantages
The adoption of Pyxis Medication Dispensing System can be advantageous to both the patients and the healthcare providers. First, it helps to enhance and improve the efficiency during the process of dispensing drugs since the system offers a single and central point of drug dispensation. This is because it reduces the manual way of counting medication to ensure that they are in their right doses hence saving labor and time (de-Carvalho, Alvim-Borges & Toscano, 2017). Secondly, the system helps to ensure that the patient safety is enhanced. By using the inbuilt scanner, the clinician can ensure that right medication is issued to the patient in the appropriate dosage. Thirdly, the system can be used to minimize the costs linked to carrying out the inventory process manually since the PMDS helps the organization to order the pharmaceuticals according to the current demand and supply (de-Carvalho, Alvim-Borges & Toscano, 2017).
Disadvantages
Despite the advantages associated with the adoption of Pyxis Medication Dispensing System by any healthcare facility, the system has got a number of shortcomings. The first disadvantage is costs linked to the installation and maintenance of the system is very high. Secondly, is the security and system failure can lead to the administration of wrong medication –something that can be dangerous to patients or end users (de-Carvalho, Alvim-Borges & Toscano, 2017).
Legal and Ethical Issues
There are several legal and ethical issues linked to the adoption and utilization of PMDS to dispense drugs in the hospitals. One of the most significant legal and ethical issues is the confidentiality and privacy of the patient data captu.
SYSTEMS THEORYAs noted in the Learning Resources, systems theory p.docxjonghollingberry
SYSTEMS THEORY
As noted in the Learning Resources, systems theory provides a meaningful and beneficial means of examining challenges in health care organizations. To do this effectively, however, it is essential to assess
all
system components, as some may be relatively healthy while others are problematic.
For this Assignment, you apply systems theory to the examination of a problem in a department or a unit within a health care organization. (
Note:
You may use the same problem you identified for the Discussion as long as it meets the criteria for this assignment.)
To prepare:
·
Review the Meyer article, “Nursing Services Delivery Theory: An Open System Approach,” in this week’s Learning Resources. Focus especially on the information presented in Table 1 (p. 2831) and Figure 2 (p. 2833).
·
Reflect on your organization or one with which you are familiar. Within a particular department or unit in this organization, identify a problem the staff is encountering.
·
Using Table 1 in the Meyer article as a guide, analyze the department or unit, identifying inputs, throughput, output, cycles of events, and negative feedback. Consider whether the problem you have selected relates to input, throughput, output, cycles of events, and/or negative feedback.
·
Think about how you could address the problem: Consider what a desired outcome would be, then formulate related goals and objectives, and translate those goals into policies and procedures.
·
Research professional standards that are pertinent to your identified problem.
·
Reflect on the organization’s mission statement and values. In addition, consider how addressing this problem would uphold the mission and values, while improving the organizational culture and climate. (Depending on the organization you have selected, you may have explored these in the Week 1 Discussion.)
To complete:
Write a 3- to 5-page paper (page count does not include title and reference page) that addresses the following:
·
Describe a department or unit within a health care organization using systems theory terminology. Include a description of inputs, throughput, output, cycles of events, and negative feedback.
·
Describe the problem you identified within the department or unit using an open- systems approach, and state where the problem exists using the systems theory model (input, throughput, output, cycles of events, or negative feedback).
·
Based on this information, explain how you would address the problem as follows:
o
Formulate a desired outcome.
o
Identify goals and objectives that would facilitate that outcome.
o
Translate those goals and objectives into policies and procedures for the department or unit.
o
Describe relevant professional standards.
·
Explain how your proposed resolution to the problem would uphold the organization’s mission and values and improve the culture and climate.
*This paper must include a title page, introduction, summary, and references.
* Follow APA 6
th
ed for the ci.
Paper 2 Summarize, Quote, Critique, 750-1000 words)· Choos.docxbunyansaturnina
Paper 2: Summarize, Quote, Critique, 750-1000 words)
· Choose one of the readings we discuss during the next several weeks. In the first part of your paper, write an extended summary of this reading (300-400 words)
Then, in the same paper, follow up your summary with your critique of her arguments. Your critique should focus on the essay’s strengths or weakness as an argument (rather than on whether or not the author agrees with you.) In other words, simply pointing out that you agree with her (or disagree with her) is not a critique unless you also indicate WHY you agree or disagree with her. What in her argument is flawed or what is particularly well argued and why?
In your summary section, you should not quote at all. You should be able to state her argument in your own words. In the critique section, however, make sure you include at least two quotations, and make sure you “sandwich” them properly, as described in Chapter 3 of They Say, I Say.
Whether you are summarizing or critiquing, make sure you use synonyms for “say.” Use at least five different verbs listed in pages 38-39. Be sure you know what they mean so you can use them correctly!
In addition to the general writing criteria that is applicable to all of the papers in this course (introduction and conclusions, focus, audience, thesis, organization, development, language, grammar and mechanics, proper citation of outside sources ), this paper will be graded on the following criteria:
For the summary portion
· Accuracy of your summary. In other words, did you understand the main points the author was trying to make? This is the most important criterion.
· The objectivity of your summary. Make sure you give the writer a fair hearing, even if you disagree with her.
· Ability to distinguish between the main points and supporting or minor points of the text. Your summary should include ALL of the main points and ONLY the main points.
· The ability to summarize the contents in your own words.
For the critique portion:
· Clear statement of argument’s strength and weaknesses
· Clearly stated support for why you consider the argument strong or weak
.
· Evidence that you have read and considered the argument carefully (rather than skimming and making assumptions
This assignment connects to these University Outcomes of Writing: Relate content to an audience, to develop and organize material, to construct fluent sentences using standard grammar, mechanics and references.
For a more detailed assignment description and the grading rubric, please see Blackboard.
SAMPLE PAPER FROM A CLASSMATE.
Week 7 Discussion System Design and Workflow
As I completed the assignment this past week, I am learning and finding more interest in the topic of Health Information Technology (HIT). According to the Agency for Healthcare Research and Quality (AHRQ) a successful implementation of HIT balances both the clinical and administrative workflow (U.S. Department of Health & Human S.
The document discusses cause and effect diagrams, also known as fishbone diagrams. It begins by defining cause and effect diagrams as visual problem-solving tools used to identify the causes of problems in relation to their effects or observed results. It then discusses that Kaoru Ishikawa, a Japanese quality expert, invented the fishbone diagram in 1943 to help engineers understand complex factor relationships. The major purpose of cause and effect diagrams is to generate a comprehensive list of possible causes as an initial step in problem-solving. Finally, it discusses that possible causes can be categorized into sources like measurement, method, people, materials, equipment, and environment when using a fishbone diagram.
The document discusses different approaches to conducting root cause analyses (RCA) when investigating medical errors or adverse outcomes. It compares the 5-Whys approach, fishbone diagram, and logic tree analytical tools. The 5-Whys approach involves asking "why" five times to drill down to the root cause, but it may overlook other contributing factors. A case study of a maternal death is presented to demonstrate how the different tools would analyze the same situation. The document advocates for a comprehensive RCA approach that involves a team, evidence-based analysis of multiple contributing causes.
Corrective and Preventative Action (CAPA) is a system of quality procedures required to eliminate the causes of an existing nonconformity and to prevent recurrence of nonconforming product, processes, and other quality problems.
Discussion Workflow ModelingWorkflow modeling is widely used .docxmickietanger
Discussion: Workflow Modeling
Workflow modeling is widely used throughout many different types of businesses, including health care organizations, to visually summarize the steps of complex processes and systems. When constructing a workflow model, it is important to ensure that the model accurately reflects the actual steps in a process.
In this Discussion, you consider a case study of a health care clinic and its process for ordering medical supplies. You then examine a workflow model that is meant to reflect that process and analyze the model’s accuracy based on the information in the case study. You also analyze the importance of accurate workflow modeling and consider strategies for creating accurate workflow models for health care processes.
Case Study:
Deerborne Dialysis is a local dialysis clinic that is part of a larger health care network, Buckeye Health. Buckeye Health executives have recently been examining the processes by which organizations within the network manage their supplies. Deerborne Dialysis was identified as an exemplary model of efficient supply management, and Buckeye Health executives have requested a workflow model of how Deerborne Dialysis handles their supply management process.
Sharon is the nurse who oversees the process of ordering and stocking supplies for Deerborne Dialysis. She knows the process well and developed a description of the steps in the supply management process. First, Sharon conducts a daily check of the supplies in the storage room. If there is a supply that is running low, Sharon submits an order to the medical supplier. When the clinic receives the shipment, Sharon unpacks the shipment and cross-checks the supplies that were shipped with the supplies that were ordered. If there is a discrepancy, the entire shipment must be returned to the medical supplier, who then rushes a new shipment to the clinic to be received the next day. If there is no discrepancy, or once the new shipment is received, unpacked, and cross-checked, Sharon stocks the shelves in the storage room and gives the supply bill to the clinic’s accountant, who ensures that the medical supplier receives payment.
Sharon has created the following workflow model to reflect the steps she goes through to manage the clinic’s inventory of supplies:
To prepare:
Review the case study above and examine the workflow model that is meant to reflect the process described in the case study.
Identify problems with the workflow model. How could the model be revised to be more accurate, clear, and effective?
Reflect on the importance of creating an accurate workflow model of health care processes. What are the challenges involved in workflow modeling? What are the consequences of inaccurate workflow models?
Consider strategies that you can use to ensure that workflow models are effective and accurate.
With these thoughts in mind:
Post
by tomorrow 9/27/16 a minimum of 550 words essay in APA format with 3 references (References .
Discussion Workflow ModelingWorkflow modeling is widely used th.docxelinoraudley582231
Discussion: Workflow Modeling
Workflow modeling is widely used throughout many different types of businesses, including health care organizations, to visually summarize the steps of complex processes and systems. When constructing a workflow model, it is important to ensure that the model accurately reflects the actual steps in a process.
In this Discussion, you consider a case study of a health care clinic and its process for ordering medical supplies. You then examine a workflow model that is meant to reflect that process and analyze the model’s accuracy based on the information in the case study. You also analyze the importance of accurate workflow modeling and consider strategies for creating accurate workflow models for health care processes.
Case Study:
Deerborne Dialysis is a local dialysis clinic that is part of a larger health care network, Buckeye Health. Buckeye Health executives have recently been examining the processes by which organizations within the network manage their supplies. Deerborne Dialysis was identified as an exemplary model of efficient supply management, and Buckeye Health executives have requested a workflow model of how Deerborne Dialysis handles their supply management process.
Sharon is the nurse who oversees the process of ordering and stocking supplies for Deerborne Dialysis. She knows the process well and developed a description of the steps in the supply management process. First, Sharon conducts a daily check of the supplies in the storage room. If there is a supply that is running low, Sharon submits an order to the medical supplier. When the clinic receives the shipment, Sharon unpacks the shipment and cross-checks the supplies that were shipped with the supplies that were ordered. If there is a discrepancy, the entire shipment must be returned to the medical supplier, who then rushes a new shipment to the clinic to be received the next day. If there is no discrepancy, or once the new shipment is received, unpacked, and cross-checked, Sharon stocks the shelves in the storage room and gives the supply bill to the clinic’s accountant, who ensures that the medical supplier receives payment.
Sharon has created the following workflow model to reflect the steps she goes through to manage the clinic’s inventory of supplies:
To prepare:
· Review the case study above and examine the workflow model that is meant to reflect the process described in the case study.
· Identify problems with the workflow model. How could the model be revised to be more accurate, clear, and effective?
· Reflect on the importance of creating an accurate workflow model of health care processes. What are the challenges involved in workflow modeling? What are the consequences of inaccurate workflow models?
· Consider strategies that you can use to ensure that workflow models are effective and accurate.
With these thoughts in mind:
Postby tomorrow 9/27/16 a minimum of 550 words essay in APA format with 3 references (References must c.
EBSCO Publishing Citation Format APA (American Psychologica.docxtidwellveronique
EBSCO Publishing Citation Format: APA (American Psychological Assoc.):
NOTE: Review the instructions at http://support.ebsco.com.library.capella.edu/help/?int=ehost&lang=&feature_id=APA and make any
necessary corrections before using. Pay special attention to personal names, capitalization, and dates. Always consult your library
resources for the exact formatting and punctuation guidelines.
References
Brossart, D. F., Meythaler, J. M., Parker, R. I., McNamara, J., & Elliott, T. R. (2008). Advanced regression methods for single-
case designs: Studying propranolol in the treatment for agitation associated with traumatic brain injury. Rehabilitation
Psychology, 53(3), 357–369. https://doi-org.library.capella.edu/10.1037/a0012973
<!--Additional Information:
Persistent link to this record (Permalink): http://library.capella.edu/login?url=http://search.ebscohost.com
/login.aspx?direct=true&db=pdh&AN=2008-11210-010&site=ehost-live&scope=site
End of citation-->
Advanced Regression Methods for Single-Case Designs: Studying Propranolol in the Treatment for Agitation
Associated With Traumatic Brain Injury
By: Daniel F. Brossart
Department of Educational Psychology, Texas A&M University;
Jay M. Meythaler
Department of Physical Medicine and Rehabilitation, Wayne State University;
Rehabilitation Institute of Michigan, Detroit, Michigan
Richard I. Parker
Department of Educational Psychology, Texas A&M University
James McNamara
Department of Educational Psychology, Texas A&M University
Timothy R. Elliott
Department of Educational Psychology, Texas A&M University
Acknowledgement: This study was funded in part by National Institute of Disability Research and Rehabilitation
Grant H 133G000072 awarded to Jay M. Meythaler. Appreciation is expressed to Michael E. Dunn for sharing
information and opinions about the history of single-case designs in rehabilitation psychology research. Graphs of
participant data not presented in this article are available upon request from Daniel F. Brossart.
In a thoughtful commentary, Aeschleman (1991) observed a decreasing interest in single-case research (SCR)
designs in the rehabilitation psychology literature: Between 1985 and 1989, Aeschleman found only 6 out of 402
empirical papers published in Rehabilitation Psychology, Archives of Physical Medicine and Rehabilitation, and
Rehabilitation Counseling Bulletin used a single-subject design (<1.5% of the total; Aeschleman, 1991, p. 43). A brief
examination of the past 15 years of Rehabilitation Psychology reveals one article that offered an innovative way to
analyze single-case data (Callahan & Barisa, 2005) and another that was a true single-case study (Pijnenborg,
Withaar, Evans, van den Bosch, & Brouwer, 2007).
We disagree with Aeschleman's bleak conclusion that SCR designs “… have not made a methodological impact on
research in reh.
The document discusses fishbone analysis (also known as Ishikawa diagram), which is a tool for systematically analyzing the potential causes of quality, process, or project problems. It provides the following key points:
1. Dr. Kaoru Ishikawa invented the fishbone diagram to systematically analyze the effects and causes that contribute to those effects.
2. The fishbone diagram looks like the skeleton of a fish, with the "head" representing the problem/effect and the "bones" and sub-branches representing categories of causes and specific potential causes.
3. Basic steps for constructing a fishbone diagram include identifying the problem/effect, categorizing potential cause factors, brainstorming specific causes within
Running head WEEK 7 ASSIGNMENTA THEORETICAL FRAMEWORK 1WEE.docxrtodd599
Running head: WEEK 7 ASSIGNMENT:A THEORETICAL FRAMEWORK
1
WEEK 7 ASSIGNMENT:A THEORETICAL FRAMEWORK
3
Week 7 Assignment:A Theoretical Framework
Name
Name of the Institution
A Theoretical Framework
Several theories have been conceptualized in the past on the concept of employees’ wellbeing and health. Studies have liked the deterioration of employee health and wellbeing on lack or reduced motivation in the organization or among employees in the organization. In most cases, the theories that have been used to study employees’ health and wellbeing in connection to motivation are naturally content and process theories. Process theories are focused on studying the needs of the employees while process theories are focused on understanding the behaviors of the employees. This study will investigate both the needs and the behaviors of the employees based on the variables in the research topic.
According to a study that was done by Abbot and Doucouliagos (2003), most of the content theories investigates the incentives, necessities and the basic elements of the job that contribute to human contentment. They also focus on understanding the basic factor in the organization that influences the conduct of the employees. Some of the commonly known content theories include Herzberg’s two-factor theory, McClelland’s theory, Maslow’s hierarchy of needs theory, and Alderfer’s ERG theory. This study will employ McClelland’s theory, Maslow’s hierarchy of needs theory
to understand the needs of the employees in this study. Similarly, Burns and Others (2015) argues that process theories are the kind of theories that investigate and explains factors that stimulate, direct, maintain and stop employees’ behaviors in an organizational perspective. There are four types of process theories and they include Expectancy, Equity, Reinforcement, and Goal setting theories. However, based on the goals and objectives of this study, expectancy and equity theories will be used alongside the identified content theories.
References
Abbott, M. & Doucouliagos, C. (2003). The efficiency of Australian universities: A data envelopment analysis. Economics of Education Review, 22(1), 89-97
Burns, A. J., Roberts, T. L., Posey, C., Bennett, R. J. & Courtney, J. F. (2015). Assessing the role of security education, training, and awareness on insiders' security-related behavior: An expectancy theory approach. In: System Sciences (HICSS), 2015 48th Hawaii International Conference.
Top of Form
Bottom of Form
Top of Form
�This section should be organized by these two…one subheading for each with a detailed discussion on each….
���������
���
�� �
������������
����������
�
������
�����������
�����
������������
�������
��� ����� ����
�
�������� �
���������
�����
��
�������
�
����
�����
�
������������
��
������������ ������������������������������
��� �������
��
�������������
����
��������
�����
����� �
���� !"�
�
"��#�
�$��"���� %&��'���
������������
��
���������.
Essay on Positive Thinking | Short and Long Essays on Positive Thinking .... Importance Of Positive Thinking for Success Free Essay Example. 8 Positive Thinking Assignments for Students - Brookes Publishing Co.. The Power of Positive Thinking for Those Diagnosed with Challenges Free .... Write a short essay on Positive Thinking | Essay Writing | English .... Essay On Positive Thinking in English for Students | 500 Words Essay.
The research question investigated the effect of the independent variable (IV) on the dependent variable (DV) in XXXX as measured by a specific method. The author hypothesized that if the IV was changed by specific values, the DV would change in a predictable way based on scientific theory and previous research. Experiments were conducted where the IV was systematically altered while controlling other variables, and the DV was measured. Statistical analysis of the results provided support for the hypothesis. While limitations were identified, overall the study contributed meaningful findings to the scientific question.
The research question investigated the effect of the independent variable (IV) on the dependent variable (DV) in XXXX as measured by a specific method. The author hypothesized that if the IV was changed by specific values, the DV would change in a predictable way based on scientific theory and previous research. Experiments were conducted where the IV was systematically altered while controlling other variables, and the DV was measured. Statistical analysis of the results provided support for the hypothesis. While limitations were identified, overall the study contributed meaningful findings to the scientific question.
Application Of Statistical Process Control In Manufacturing Company To Unders...Martha Brown
This document describes a systematic review of 57 studies on the application of statistical process control (SPC) in healthcare quality improvement. The review found that SPC was applied in a wide range of healthcare settings and specialties using 97 different variables. Benefits identified included helping various stakeholders manage change and improve processes. Limitations included the complexity of correctly applying SPC. Barriers were things like lack of staff training, while factors facilitating use included leadership support and data feedback. Overall, SPC was found to be a versatile tool for quality improvement when applied appropriately.
The document discusses quality management courses in India. It provides information about the infrastructure, laboratories, language lab, business lab, hostels, health center, yoga/meditation, gymnasium, and cafeteria at Acharya Bangalore B School (ABBS). It also outlines six common quality management tools - check sheets, control charts, Pareto charts, scatter plots, Ishikawa diagrams, and histograms. Finally, it lists additional quality management topics for further reading.
This document outlines the typical chapters and sections contained in a research paper or thesis. It includes an introduction presenting the problem, a literature review section, methodology section describing the research design and subjects, a results and discussion section, and a conclusion. It provides examples of how each section might be structured and the types of information typically included.
This document discusses the pull system of production control. It provides an introduction to pull systems, also known as just-in-time manufacturing. Pull systems were developed in Japan after World War II by Toyota to reduce waste and minimize inventory. The document outlines the seven wastes of pull systems and lists principles, requirements, advantages, and disadvantages of pull systems. It also provides examples of companies that follow pull system approaches.
This document summarizes information about photodiodes, including:
1. Photodiode technology originated from developments in PN junction diodes in the 1940s and was refined with the PIN photodiode in the 1950s.
2. Photodiodes are similar to regular diodes but are exposed to detect light or packaged with windows. Many use a PIN junction to increase response speed.
3. Photodiodes can deliver a trigger signal when exposed to light and convert light into a power signal or voltage through the photovoltaic and photoconductive modes. They are not used for low light measurement where other devices are better.
The document provides an overview of manufacturing planning and control (MPC) systems. It defines MPC as a methodology to efficiently manage material flows, resource utilization, and customer requirements. It describes the key components of an MPC system framework including the front end for direction setting, the engine for detailed planning through material requirements planning, and the back end for execution. Finally, it notes that while MPC systems involve substantial costs, the potential rewards can also be significant.
Vector calculus is used extensively in physics and engineering applications like electromagnetic fields and fluid mechanics. Some key applications of vector calculus include analyzing the center of mass, studying field theory, modeling kinematics, and weather analysis. Vector calculus operations like vector addition, scalar multiplication, and dot and cross products are used to model real-world phenomena like wind speed and direction. Vector fields and differential operators allow modeling physical quantities with direction and magnitude, like velocity, in multiple applications.
This document contains an assignment submitted by three students on the topics of vector calculus, maxima-minima, and convergent and divergent series. It includes introductions to each topic, examples of applications in engineering and real life, and conclusions. References and websites visited in preparing the assignment are listed at the end.
The document is a report submitted by three students on surface and volume integrals and linear systems in real world problems. It discusses line, surface, and volume integrals and defines linear systems. It provides examples of applying integrals in electrostatics, magnetism, and gravity. It also discusses applications of linear systems and integrals in areas like fluid dynamics, mass continuity, and conservation of momentum. The conclusion reiterates that linear systems can have zero, one, or infinite solutions depending on consistency and independence, and methods for solving systems like graphing, substitution, and addition/subtraction are introduced.
The document discusses composite materials and provides information on their types, applications, and manufacturing methods. It defines a composite material as consisting of two or more constituents that differ in composition and are insoluble in each other. Composites are classified by their matrix as metal matrix, ceramic matrix, or polymer matrix. Common manufacturing techniques include hand lay-up/spray-up, prepreg, filament winding, and pultrusion. Composites enhance the properties of the matrix material, improving strength, stiffness, and other characteristics for uses in various industries.
The document reports on a simulation of an LC circuit with a 220V AC power supply. It includes diagrams of the circuit components, screenshots of the simulation process in Matlab, and an analysis of the voltage and current waveforms across each component. The simulation aims to observe and verify the lag and lead relationships between voltage and current in the inductor and capacitor. Applications of LC circuits include use in oscillators to generate signals at a particular frequency.
This document summarizes single-phase induction motors. It discusses the circuit structure and types of single-phase induction motors, including split-phase induction motors, capacitor start induction motors, capacitor start capacitor run induction motors, permanent split capacitor motors, and shaded pole induction motors. It provides examples of applications for each type of single-phase induction motor.
Refrigerants are substances that are used in heat transfer equipment to absorb and remove heat from the space being cooled. An ideal refrigerant has favorable thermodynamic properties, is non-toxic and non-corrosive. Common refrigerants include ammonia, hydrocarbons like propane, and fluorocarbons. Refrigerants work by undergoing phase changes in a vapor compression or absorption refrigeration cycle. They absorb heat in the evaporator and reject heat in the condenser. Properties like low boiling point, high heat of vaporization, and moderate pressures allow efficient heat transfer. [/SUMMARY]
The document discusses automatic transmissions in vehicles. It describes how early automatic transmissions from the 1900s had issues with abrupt gear changes that could cause failures. Modern automatic transmissions can sense road speed and engine load to select appropriate gears for the driver. The driver can still override the system by using gear selectors or "kickdown" to accelerate faster. Proper use of automatic transmissions involves applying the footbrake before changing to drive and using the handbrake when stationary.
The document provides information about differential amplifiers, including:
- Differential amplifiers can measure and amplify small signals buried in larger signals by using two input terminals and amplifying the difference between the inputs.
- Historically, differential amplifiers were implemented using a long-tailed pair circuit with vacuum tubes. This circuit provides benefits like immunity to component variations and high gain.
- The common-mode rejection ratio (CMRR) measures a differential amplifier's ability to reject common-mode signals (signals that appear at both inputs equally) and is important for cancelling interference. Higher CMRR means better common-mode signal rejection.
- Connecting the two inputs together and applying a common voltage allows
This document reports on a simulation of an LC circuit with a 220V AC supply. It includes:
1. A simulation of the circuit diagram and waveform showing the lag and lead of current and voltage across the components.
2. Images showing the components used in the simulation, including an inductor, capacitor, voltage measurement, AC source, and scope.
3. Process images of the simulation done in Matlab by opening Simulink, adding circuit components from the Simpower Systems library, and creating a new model.
4. An explanation of the theory behind how the voltage and current relate in an LC circuit based on the impedance and phase shift caused by the inductor and capacitor.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Manufacturing Process of molasses based distillery ppt.pptx
k10772 shivkant tiwari
1.
2. An analysis tool that provides a
systematic way of looking at effects and
their respective causes.
Developed by Dr. Kaoru Ishikawa of
Japan in 1943 and is sometimes referred
to as an Ishikawa Diagram or a Fishbone
Diagram because of its shape, similar to
side view of a fish skeleton.
It was first used in the 1960s,and is
considered one of the seven basic tools
of quality management,[1] along with
the histogram, Paretochart, check sheet,
control chart, flowchart and scatter
diagram.
3. These can be found using the 5 Whys
technique. When the most probable causes
have been identified, they are written in the
box along with the original effect. The more
populated bones generally outline more
influential factors, with the opposite applying
to bones with fewer”branches”. Further
analysis of the diagram can be achieved with a
paretochart. The fishbone concept can also be
documented and analysed through depiction in
a matrix format.[1]
4.
5. It helps determine the root causes of a problem using a
structured approach.
It encourages group participation and utilizes group
knowledge of the process.
It uses an orderly, easy-to-read format to diagram cause-and-
effect. relationships
It indicates possible causes of variation in a process.
It increases knowledge of the process by helping everyone to
learn more about the factors at work and how they relate.
It identifies areas where data should be collected for further
study.
It increases knowledge of the process by helping everyone to
learn more about the factors at work and how they relate.
It identifies areas where data should be collected for further
study.
6. • Look for causes that appear repeatedly. These may
represent root causes.
• Look for what you can measure in each cause so you can
quantify the effects of any changes you make.
• Most importantly, identify and circle the causes that you
can take action on.
• Write the main categories your team has selected to the
left of the effect box. Draw some above and below the
spine.
• Draw a box around each category label and use a
diagonal
line to form a branch from the box to the spine.
7. >POSITIVE
– pride and ownership over productive areas
– upbeat atmosphere that encourages the participation of the group
NEGATIVE
– justifying why the problem occurred and placing blame
– easier for a team to focus on what causes a problem than what
causes an excellent outcome
– concentrate on things that can go wrong may foster a more relaxed
atmosphere which sometimes enhances group participation
– A thick cluster of items in one area may indicate a need for further
study.
– A main category having only a few specific causes may indicate a
need for further identification of causes.
– If several major branches have only a few sub-branches, you may
need to combine them under a single category
9. Materials
Inaccurate
Submission of
Billing to Client
Methods People
Machinery
Ignorance
People fail to inform
client thru call/e-mail
Unreliable
mail system
Erroneous
sorting
of billing
statementsInvalid
list of
updates
Phone line
disconnected
Erroneous
Information
in BIS
No file for
record of billing
statements
in clients’
folders
10. Business process is certainly a complex one and
in this hyper-competitive market the
complexity is even of more extremity. In this
turbulence outset, every firm strive to make
their every activity as efficient as possible. In
doing so, they analyze and evaluate the current
position and by that process they find-out areas
where they can correct themselves and go
forward towards obtaining excellence in
operation (Southern, 1995).
11. Over the years academicians and researchers has
been working intensely to provide business
operators different models and analysis tools.
The objectives to provide such tools is to assists
the business professionals to uncover the key
issues of business and take corrective actions for
continuous improvement (Balanced Scorecard
Institute, 2007). Among those models “The
Fishbone Analysis” is without any doubt a
popular one. This study is about “The Fishbone
Analysis” and its application to find out the
problems and providing solutions to the case
studies of St James Hospital, W.H.O geneva,
H.A.R.H and Lucas Engineering system
(Balanced Scorecard Institute, 2007).
12. The fishbone analyze is a tool for analyzing the
business process and its effectiveness. It is also
commonly referred as “Ishikawa Diagram”
because it was invented and incorporated by Mr.
Kaoru Ishikawa, a Japanese quality control
statistician. It is defined as a fishbone because of
its structural outlook and appearance. In normal
stature it looks like a skeleton of a fish. The
fishbone diagram and analysis typically
evaluates the causes and sub-causes of one
particular problem and therefore assists to
uncover all the symptoms of any business
13. For that particular reason it is also termed as
“Cause-Effect analysis”. In a typical fishbone
diagram the main problem which is required to be
resolved has been put on the head of the diagram
and the causes are put as the bones and then
smaller bones are created as the resemblances of
the sub-causes Ultimately after completion of the
diagram it’s a comprehensive evaluation of the
causes of the main problems and also reveals the
root causes as well (Balanced Scorecard Institute,
2007). There are six classic categories of a fishbone
diagram which are categorized as the main causes
of any problems of business process
14. Those are people, equipment, materials,
environment, management and process. The
analysis of these six variables reveals the
reasons of a problem irrespective of its type or
severity (Ishikawa, 1986). In this study the
same thing will be done for the St James
Hospital , W.H.O geneva ,H.A.R.H and Lucas
Engineering system. First of all the fishbone
analysis will be done with six classic variables
and in the second analysis those will be further
analyzed with more causes or bones.
15. This case studies on Hospitals ,W.H.O,. reveals a quite
interesting picture. It is about the supply chain management
and directed toward achieving highest possible efficiency in
that. The case study reveals that the hospital is facing
immense problem to ensure sound supply chain
management. There is no coordination among every action
and everywhere there is haphazardness. Too many people
are giving orders, sometimes they are experiencing
overstocking and sometimes there is no stock to fulfil the
demand of the patients, the numbers of suppliers are too
many and too many people are interfering in the supply
chain management system.
16. There are other problem areas as well like staffs
are not linked in the system, peoples are
unwilling to share information and people are
direction less. As a result the hospital is
increasingly failing to maintain its well
established and long lasted reputation. In this
fishbone analysis the causes of the inefficient
supply chain management of the hospitals and
orgnizations will be uncovered and
simultaneously solution will be provided to get
back to the operational excellence (Bence,
1995).
17. The case studies St James Hospital , W.H.O
geneva ,H.A.R.H and Lucas Engineering system of
reveal that the major issue of the hospital that has
been highlighted here is its supply chain
management system. Supply chain management is
comprehensively defined as the summation and
integration of all the sub-systems that require
providing goods or services to the customers
(Gregory, 1992). Here, this hospital is a service
organization and its supply chain consists of
inventory management, ordering, stock-keeping,
delivery, patient admission, tracking of order,
information system and all other process require
running the hospital smoothly.
18. Like every organization this process has been carried
out by people and it comprises of the operation of
different classic items of the fishbone diagram like
process, materials, equipment (Bence, 1995). In addition
all of this takes place in the environmental set-up of the
hospital and it carried-out by the management. The
first fishbone analysis reveals that the major issue of the
hospital is to ensure smooth system of supply chain. If
that has been fulfilled then there is no reason why the
organization can’t achieve its historical success
(Ishikawa, 1990). But why it is not happening? Where
the problem exists? Whether peoples are inefficient, or
the entire process is faulty? The second fishbone
analysis will give the answer.
19. For mitigating and resolving the process
problem the hospital need to adopt an
Electronic ordering system. That system will
track all the stocks and will order automatically
when it is necessary. The electronic system will
solve the problems of overstocking, stock out
as well as faulty ordering process. The hospital
also needs to select specific suppliers as too
many suppliers are spoiling the party (Bence,
1995). They also can undertake BPR or JIT
strategy.
20. The fishbone analysis is definitely a very effective
tool to find out the causes of problems. The
fishbone analysis was really helpful to find out the
reasons for supply chain problems of the St James
Hospital and also come up with solutions to solve
those problems. However, in few literatures some
drawbacks of the method have been pointed out.
Here in this article a brief overlook of those will be
provided. Fishbone analysis outlines the causes of
the problems but it does not clarify the sequence of
the causes (Public Health Infrastructure, 2008). In
real life world a problem may occur due to several
reasons but the magnitude or extremity of every
reason cannot be the same. The fishbone diagram
also fails to satisfy this issue (Ruhm, 2004).
21. It also seldom defines the categories clearly and
the verification among the causal relationships is
also inadequate. It is a gist of outcomes and
therefore fails to represents details of the relevant
cases (Watson, 2004). Few researchers (Ruhm,
2004, Straker, 2010 and Watson, 2004) outlined
that the fishbone diagram and analysis identifies
causes under pre-defined categories only and
does not relate causes to each other and to each
category as well. Another major failure of the
diagram is it does not isolate major issues of the
problems and presents each in a same way.
22. ANALYSIS
The level of detail is well-balanced.
The causes poor/no training and manual file
organization/system are repeated several times.
These causes stated above are the ones that should be
attended to and given action on ASAP.
23. RECOMMENDED SOLUTIONS:
1.Poor/No Training - Give tutorials and seminars to new
and old employees alike. Have people check employees’
performances every once in a while.
2.Manual File System - Have a computer-based
information system to maintain the organization. It will
not only give you back-up files but make the system
work faster. Make sure it is maintained and updated at
all times.
RECOMMENDED SOLUTIONS:
1.Poor/No Training - Give tutorials and seminars to new
and old employees alike. Have people check employees’
performances every once in a while.
2.Manual File System - Have a computer-based
information system to maintain the organization. It will
not only give you back-up files but make the system
work faster. Make sure it is maintained and updated at
all times.
24. Advantages:-
Helps determine root causes
Uses an orderly, easy-to-format
By using a fishbone diagram, you are able to focus the
group on the big picture as to possible causes or factors
influencing the problem or need.
Even after the need has been addressed, the fishbone
diagram shows areas of weakness that once exposed
can be rectified before causing more sustained
difficulties.
Encourages group participation
Indicates possible causes of variation
Increases process knowledge
Identifies areas for collecting data.
25. Disadvantages:-
As a weakness, the simplicity of the fishbone
diagram may make it difficult to represent the truly
interrelated nature of problems and causes in
some very complex situations.
Unless you have an extremely large space on which
to draw and develop the fishbone diagram, you
may find that you are not able to explore the cause
and effect relationships in as much detail as you
would like to
26. This diagram is of resembles the skeleton of a fish, it also
focus on causes rather than symptoms of a problem and
This diagram emphasizes group communication and
brainstorming and mainly stimulates discussion The Cause
Mapping approach builds upon and refines some of the
fishbone diagrams original concepts. The concepts,
example and exercises involved with Cause Mapping
improve the way people analyze, document, communicate
and solve problems. The purpose of an investigation is to
find the best solutions to prevent an incident from
occurring, and a Cause Map helps reach this ideal by
efficiently laying out on one map-the organizations goals,
problems and the systems of evidence supported causes.
So this Diagram helps to determine the root causes of a
problem or Quality characteristic, Encourages group
participation and increase the knowledge of process.
27. As presented in the previous section, the
fishbone analysis has some limitations and
requires some sorts of enhancement. It only can
be done through academic and scientific
researches. Future researches on this method
can be taken place in areas like sequencing the
cause and also how to put more emphasize on
the causes of higher magnitudes. Research also
can be done in the areas of design of the
diagram and drawing of relationships between
causes of different categories and sub-
categories.
28. FROM GIVEN EXAMPLE:
Q: Why is there an invalid list of updates?
Ans: Because the data was mixed up.
Q: Why was the data mixed up?
Ans: There was a problem with the manual organization of
the files.
Q: Why is there a problem with the manual organization of
the files?
Ans: Because there are no back-up files and since it was
manually prearranged, inaccuracy is inevitable.