Paine College Statistics SPSS and 2 Tailed Hypothesis Lab Report

Procurement Strategies for Companies when Encountering Natural Disasters Case Study

Introduction The concept of procurement directly relates to the process of acquiring goods or services whether (raw or manufactured) in a way that enables a company to meet the needs of its clientele in terms of the quality of the product and quantity it is needed in. Through the analysis of ( ), it can be seen that procurement is an essential process in all company operations since not all companies are able to extract raw materials, are capable of processing it into different components and have the capacity to assemble it into a viable product. It is based on this that when examining the manufacturing industry as a while it can be divided into 3 distinct types of companies: A raw materials supplier A components manufacturer End product manufacturer Manufacturing industry supply chain progression Companies are separated into these distinct categories based on the need to focus on a type of a specialization that they are good at rather than attempting to diversify itself into all aspects that go into creating a finished product. By doing so, this enables a company to significantly reduce its cost of operations while increasing its capacity to be able to develop better product types. Process in creating a finished product A finished product can this be considered as the culmination of a company utilizing different suppliers and using its own manufacturing processes to create products to be sold. For example, one of the most popular gadgets that has been sold within the past 5 years has been the Apple iPad, yet, the company itself merely sourced the materials needed in its constructions from other companies within its supply chain iPads are primarily manufactured in China by Foxconn (one of the largest electronic manufacturers in the world) with each individual part being purchased from different parts suppliers. The processor utilized within the tablet was purchased from Intel, the motherboard was bought from local suppliers in Taiwan, the memory components that go into it were from suppliers in China, and the solid state hard drive was from Seagate. In essence, nearly every single part that went into you average Apple was the result of procuring individual product components from a robust supply chain. Process Components Involved in the Development of the iPad The parts manufacturers involved in the process of creating an iPad in turn sourced the needed materials that went into their own products from their own raw material suppliers as well. Get your 100% original paper on any topic done in as little as 3 hours Learn More This process is known as a procurement supply chain that starts from raw material suppliers and ends with the final product on the shelves of a store. Do note though that this procurement supply chain is not primarily limited to consumer electronics, it can also include manufactured agricultural goods and most of the everyday items that people see around their home. The reason this is being brought up is due to the fact that while each type of product has its own manufacturing process and supply chain, all of them have the same characteristic in that they depend on the integrity and reliability of their respective procurement supply chains in order for their product to be created (Shuguang, 2010). Supply Chain Concept Due to the necessity of reliability in the provision of raw materials and equipment, this immediately brings up the question of what would happen a supply chain should an integral link in the process be removed due to an unforeseen external event (Shuguang, 2010). The end result would of course be obvious, the total and subsequent collapse of the chain which would prevent a product from being completed. What must be understood is that the inherent problems with doing business in the current global system is the fact that unforeseen circumstances such as natural disasters have severe ramifications on the supply chains for most corporations. Analysis Method Diagram Production processes are vulnerable due to their dependence on a continuous stream of raw materials and components (Stecke

HIM FPX4620 Enterprise Information Management and Data Integration Worksheets

programming assignment help HIM FPX4620 Enterprise Information Management and Data Integration Worksheets.

Create an Excel spreadsheet that defines data elements and formats that support enterprise information management and data integration. Write a data discovery report (4-5 pages) that identifies data quality issues and recommends strategies for addressing and preventing them.Health care organizations are constantly challenged to assess data quality procedures. Data entered into information systems often contains redundant data elements, disparate data, and inconsistent definitions. Health care technology, such as an EHR system, helps to improve data quality; however, it cannot completely eliminate data quality challenges.Data can be organized to identify trends, transforming raw data into useful information. Data discovery is a detection process that involves searching for trends, patterns, or specific items in a particular data set. It can also include identifying potential data quality issues and leveraging data mining techniques. Data discovery’s goal is to analyze data from different perspectives, summarize it, and use it to meet organizational needs.In this assessment, you will investigate potential data quality issues that pose a risk to Independence Medical Center and then propose recommendations to address these issues.Demonstration of ProficiencyBy successfully completing this assessment, you will demonstrate your proficiency in the course competencies through the following assessment scoring guide criteria: Competency 1: Manage data from multiple sources.Use various strategies to maintain clean data from multiple sources.Describe data quality issues when using multiple sources.Competency 3: Analyze the impacts of data warehousing.Explain data formatting issues when using and storing data from multiple sources.Competency 4: Analyze effects of database design and architecture in integrating and using various data sources.Create a spreadsheet describing data elements and formats supporting enterprise information management and data integration.Competency 5: Communicate professionally in a health care environment.Create clear, well-organized, professional documents that are generally free of errors in grammar, punctuation, and spelling.Follow APA formatting and style guidelines for citations and references.PreparationDo the following to prepare to successfully complete Assessment 2 on data discovery:Review the work you did in Assessment 1, as it will inform the work you do in this second assessment.Conduct independent research on clean data characteristics. Consult the Health Care Administration Undergraduate Library Research Guide for research tips and help in identifying current, scholarly, and/or authoritative sources. You will be using the information from the research you conduct to complete the assessment. Analyze Independence Medical Center’s Core Data Sets [XLSX]. Be sure to analyze all the tabs in the spreadsheet. InstructionsFor this second assessment, continue on in your role as Independence Medical Center’s privacy and security manager. Your boss, the CIO, is impressed with the work you did in recommending a DMGP framework for Independence Medical Center. (This is the work you completed in Assessment 1.) As is often the case in health care administration, good work is rewarded with more work. Various departments at Independence Medical Center have brought potential data quality issues to the CIO’s attention.As a result, you have a new task. Your boss wants you to conduct an investigation into potential data quality issues that could pose risks to the organization. You will evaluate Independence Medical Center’s core data sets from multiple data sources. After identifying the potential data quality issues, your boss has asked you to prepare a data discovery report in which you propose recommendations to help resolve the data quality issues you identified. As part of this process you will also create a spreadsheet that defines Independence Medical Center’s data elements and formats. This assessment consists of two parts. Part 1: SpreadsheetBased on your analysis of Independence Medical Center’s data sources, systems, and noted recommendations, create a spreadsheet to define data elements and formats. Do this in the Recommendations tab included in the Independence Medical Center’s Core Data Sets [XLSX] spreadsheet. Be sure to create your spreadsheet according to recommended data collection practices and formats that support enterprise information management and data integration.Part 2: Data Discovery ReportWrite a 4–5 page data discovery report that identifies potential issues related to enterprise information management and data integration based on all of the following:Your review of your proposed framework for a DMGP for Independence Medical Center from Assessment 1.Your research on the characteristics of clean data.Your analysis of Independence Medical Center’s core data sets.Your boss has asked you to include all of the following headings in your data discovery report and to answer all of the questions underneath each heading:Best Practices for Clean Data When Using Multiple Sources (1/2 page).What are the best practices for maintaining clean data when using multiple sources?Data Quality Issues When Using Multiple Sources (1 page).What data quality issues in general do organizations face when using multiple sources?What specific data quality issues appear in Independence Medical Center’s core data sets?Data Formatting Issues Related to Integration When Using and Storing Data from Multiple Sources (1 page).What data formatting issues related to integration in general do organizations encounter when using and storing data from multiple sources?What specific data formatting issues appear in Independence Medical Center’s core data sets?Recommendations for Data Sources, Systems, and Core Data Set Items (1 page).What are your top 3–5 recommendations for Independence Medical Center’s data sources, systems, and items to be included in its core data set? Be sure to include the rationale behind your recommendations.Conclusion (1 to 2 paragraphs).What are the 3–5 key pieces of information you want your CIO to remember from your data discovery report?Note: You know that the CIO has a reputation for asking a lot of questions about how someone came to his or her conclusions. Be sure to include references to current, scholarly, and/or authoritative sources throughout your data discovery report. Additional RequirementsLength: 4–5 double-spaced pages, along with the Excel spreadsheet.Font and font size: Times Roman, 12-point type.APA: Follow APA style and formatting guidelines for citations and references. Include a separate References page.Writing: Create a clear, well-organized, professional document that is generally free of errors in grammar, punctuation, and spelling. SCORING GUIDEUse the scoring guide to understand how your assessment will be evaluated.VIEW SCORING GUIDECRITERIANON-PERFORMANCEBASICPROFICIENTDISTINGUISHEDUse various strategies to maintain clean data from multiple sources.Does not use various strategies to maintain clean data from multiple sources.Attempts to use various strategies to maintain clean data from multiple sources; however, omissions and/or errors exist.Uses various strategies to maintain clean data from multiple sources.Uses various strategies to maintain clean data from multiple sources. Narrative includes multiple examples and references to current, scholarly, and/or authoritative sources.Describe data quality issues when using multiple sources.Does not describe data quality issues when using multiple sources.Attempts to describe data quality issues when using multiple sources; however, omissions and/or errors exist.Describes data quality issues when using multiple sources.Describes data quality issues when using multiple sources. Description includes multiples examples and references to current, scholarly, and/or authoritative sources.Explain data formatting issues when using and storing data from multiple sources.Does not explain data formatting issues when using and storing data from multiple sources.Attempts to explain data formatting issues when using and storing data from multiple sources. However, omissions and/or errors exist.Explains data formatting issues when using and storing data from multiple sources.Explains data formatting issues when using and storing data from multiple sources. Explanation includes multiple examples and references to current, scholarly, and/or authoritative sources.Create a spreadsheet describing data elements and formats supporting enterprise information management and data integration.Does not create a spreadsheet describing data elements and formats supporting enterprise information management and data integration.Attempts to create a spreadsheet describing data elements and formats supporting enterprise information management and data integration. However, omissions and/or errors exist.Creates a spreadsheet describing data elements and formats supporting enterprise information management and data integration.Creates a spreadsheet describing industry-approved best practices for data elements and formats that support enterprise information management and data integration.Create clear, well-organized, professional documents that are generally free of errors in grammar, punctuation, and spelling.Does not create documents that are clear, well organized, professional, and generally free of errors in grammar, punctuation, and spelling.Attempts to create documents that are clear, well organized, professional, and generally free of errors in grammar, punctuation, and spelling. However, lapses, omissions, and/or errors exist.Creates clear, well-organized, professional documents that are generally free of errors in grammar, punctuation, and spelling.Creates clear, well-organized, professional, and error-free documents. Documents contain multiple examples and references to current, scholarly, and/or authoritative sources.Follow APA style and formatting guidelines for citations and references.Does not follow APA style and formatting guidelines for citations and references.Attempts to follow APA style and formatting guidelines for citations and references; however, omissions and/or errors exist.Follows APA style and formatting guidelines for citations and references.Follows APA style and formatting guidelines for citations and references without omissions and/or errors.
HIM FPX4620 Enterprise Information Management and Data Integration Worksheets

ENG 111 NVCC Wk 1 How Do You Define Yourself? Watch Video by Lizzie Velasquez Discussion

ENG 111 NVCC Wk 1 How Do You Define Yourself? Watch Video by Lizzie Velasquez Discussion.

Watch the video below titled “How do you define yourself,” featuring Lizzie Velasquez. ” While watching, respond to the questions on the “How You Define Yourself” (Links to an external site.) questionnaire. (Click Here to Download Video Transcript (Links to an external site.)) Next, write a letter to a classmate, friend, or family member about your reaction to the video “How Do YOU Define Yourself.” Include in your letter a description of a challenge you have faced and how you responded to it.Your letter needs to be 150-200 words in length, and it needs to be reflective, thoughtful, and complete. “How do YOU Define Yourself” Video Question Guide Make a list of what goes through your mind while you watch the video and what went through your mind after you watched the video. Please include the following: What was going on in your mind AS you were watching?What was going on in your mind AFTER you watched the video?Try to remember and think back and tell the story of your feelings and thoughts in sequence. For example, At first I thought… but then I thought…and then…and so on. Feel free to include thoughts and feelings that are not about the video.What did you find most memorable about the video?What caught your attention most?What personal experiences might have led to your reactions?In what way were your reactions like or unlike those you expect from family members, friends and teachers?
ENG 111 NVCC Wk 1 How Do You Define Yourself? Watch Video by Lizzie Velasquez Discussion

New York University Sequential A B Testing Worksheet

New York University Sequential A B Testing Worksheet.

Questions: Assignment: Please write a 1-page response to the below homework assignment
Background:
In the article, A Refresher on A/B Testing, by Amy Gallo, the writer interviews
author and college professor Kaiser Fung on the pros and cons of A|B testing and
how marketers should use this technique in the age of digital platforms. Please indicate: • Why does Fung believe sequential A|B testing is “suboptimal”?
•What are the proper conditions needed to execute a statistically valid A|B
testing?
• What are the advantages of Multivariate testing vs sequential A|B testing?
While not stated in the article explicitly, can you think of 1 or 2
disadvantages of Multivariate testing?
New York University Sequential A B Testing Worksheet