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What Drives Healthcare Spending

  Download and read the Deloitte Synopsis (PDF)
 

Consider the relationship between healthcare costs and consumer behavior. Include the 

following aspects in the discussion:

  • After reviewing the Synopsis version, focus on the Consumers and the human experience section.
  • In a few short sentences, this report asserts that healthcare consumers have needs, goals, preferences, demands, and expectations. Do you agree with this? Why or why not?
  • Share what your needs, goals, preferences, demands, and expectations are.
  • Discuss the impact these consumer drivers have on healthcare costs.
  • Do you think the US can afford to meet consumer needs, goals, preferences, demands, and expectations? If not, how would the system ration each so it was affordable?
  • Cite any references. Proper grammar, sentence structure, and spelling are required. Use your own words. Copying and pasting are not allowed.

    Comparing Healthcare Performance

     There are frequent articles blaring how poor the U.S. healthcare system is compared to other developed countries.

    Watch the provided video and read the following web site articles:

     Is U.S. health care the best or 'least effective' system in the modern world? PBS NewsHour Video (12:23) 

     Despite cutting-edge technology and government overspending, the U.S. approach to healthcare falls short when compared with other countries.

    How the U.S. health-care system works – and how its failures are worsening the pandemic And on and on. But how helpful is this? Or does the constant bombardment about the deficiencies in healthcare simply create an atmosphere of distrust and hopelessness? Perhaps even more important these articles do not contain rigorous research that supports actions. Be sure to look for assertions backed by rigorous research as the article below is.
    Mirror, Mirror 2021: Reflecting Poorly 

    Measured five performance domains:

    • Access to care
    • Care process
    • Administrative efficiency
    • Equity
    • Health care outcomes

    For Australia, Canada, France, Germany, the Netherlands, New Zealand, Norway, Sweden, Switzerland, the United Kingdom, and the United States. Using data for the performance domains, the following ranking was developed.
     

    As you can see  (Per the screenshot attachment) under overall rankings Norway, Netherlands, and Australia are the top three. The U.S. is last at 11.The report conclusions were: Four features distinguish top-performing countries from the United States: 1) they provide for universal coverage and remove cost barriers; 2) they invest in primary care systems to ensure that high-value services are equitably available in all communities to all people; 3) they reduce administrative burdens that divert time, efforts, and spending from health improvement efforts; and 4) they invest in social services, especially for children and working-age adults. 

    Compare U.S. healthcare performance on a global scale. Include the following aspects in the assignment:

    • Read the research article.
    • Summarize the finding for each of the 5 performance domains:
      • Access to care
      • Care process
      • Administrative efficiency
      • Equity
      • Health care outcomes
    • Under the Discussion section (Achieving better health outcomes will require policy changes within and beyond health care) identify one policy change for each performance domain that you feel would have the greatest impact.
    • Do you agree with the findings of the report? Why or why not?
    • Cite any references. Proper grammar, sentence structure, and spelling are required. Use your own words. Copying and pasting are not allowed.
    • Cite this article: Eric C. Schneider et al., Mirror, Mirror 2021 — Reflecting Poorly: Health Care in the U.S. Compared to Other High-Income Countries (Commonwealth Fund, Aug. 2021).

    cis 512

    Write a 2 page paper in which you:

    • Recommend at least three specific tasks that could be performed to improve the quality of data sets using the software development life cycle (SDLC) methodology. Include a thorough description of each activity per each phase.
    • Recommend the actions that should be performed to optimize record selections and to improve database performance from a quantitative data quality assessment.
    • Suggest three maintenance plans and three activities that could be performed to improve data quality.
    • Suggest methods that would be efficient for planning proactive concurrency control methods and lock granularities. Assess how your selected method can be used to minimize the database security risks that may occur within a multiuser environment.
    • Analyze how the method can be used to plan out the system effectively and ensure that the number of transactions does not produce record-level locking while the database is in operation.
    • Go to the Strayer Library to find at least three quality resources in this assignment.

      IT Security in HIMS

       2 paragraph, include references- SWS format 

      Choose a current health care breach from any online source. Briefly explain what had occurred. Be sure you include details like cost of the breach to all stakeholders.

        Data Mining (assingment)

        Week 4 Assignment

        Complete the following assignment in one MS Word document: 

        Chapter 4 – discussion questions #1 through 5 & exercise 1. Note: For exercise 1, if the link provided in the textbook is not working, use this alternative link: https://www.teradata.com/University/Academics
        When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
        All work must be original (not copied from any source).

        Questions for Discussion

        1Define data mining. Why are there many names and definitions for data mining?

        Exercises

        Teradata University Network (tun) and Other Hands-On Exercises

        1.Visit teradatauniversitynetwork.com. Identify case studies and white papers about data mining. Describe recent developments in the field of data mining and predictive modeling.

        5. This exercise introduces you to association rule mining. The Excel data set baskets1ntrans.xlsx has around 2,800 observations/records of supermarket transaction products data. Each record contains the customer’s ID and products that they have purchased. Use this data set to understand the relationships among products (i.e., which products are purchased together). Look for interesting relationships and add screenshots of any subtle association patterns that you might find. More specifically, answer the following questions.

        Which association rules do you think are most important?

        Based on some of the association rules you found, make at least three business recommendations that might be beneficial to the company. These recommendations can include ideas about shelf organization, up-selling, or cross-selling products. (Bonus points will be given to new/innovative ideas.)

        What are the Support, Confidence, and Lift values for the following rule?

        Wine, Canned Veg→FrozenMeal

        (SUBJECT= BUSINESS INTELLIGENCE

        BOOK= ANALYTICS, DATA SCIENCE AND ARTIFICIAL INTELLIGENCE

        CHAPTER 4= DATA MINING PROCESS,METHODS AND ALGORITHMS)

        Transformational Leadership (assingment)

        This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organization, please review these concepts and answer the following questions:

        1. How do trustworthy and ethical leaders enhance knowledge sharing in organizations?  How does this impact the rate of information technology implementations?  How does this impact data management within organizations? 
        2. How does servant leadership assist with transferring knowledge in an organization?
        3. When thinking about data analytics, how does transformational leadership assist with building good data structures?

        Be sure to use the UC Library for scholarly research. Google Scholar is also a great source for research.  Please be sure that journal articles are peer-reviewed and are published within the last five years.The paper should meet the following requirements:

        • 4-5 pages in length (not including title page or references)
        • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
        • A minimum of five peer-reviewed journal articles.

        The writing should be clear and concise.  Headings should be used to transition thoughts.  Don’t forget that the grade also includes the quality of writing.

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