Using a two-sample t-test, test if pain scores (a numeric variable that you create) are different between men and women. Which other variables in this dataset can you use to test for differences between groups?

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Creating new variables

-Transform the Variable “Sex” into a Numeric Variable and rename it as “Sex_recode”. Use 1 for females and 0 for males.
-Transform the “Painscale” variable into a Numeric Variable
-Rename all “Unknown” into -1 and “Blank” into -9.
-If values are in the following ranges, give them the following values:

  • Unknown [0] if pain values are -1.
  • Mild [1] if pain values are in the range of [0-3]
  • Moderate [2] if pain values are in the range of [4-7]
  • Severe [3] if pain values are in the range of [8-10]

-In order to test if Pulse [Col L] is statistically different between men and women, run a two-sample T-test using the Data Analysis ToolPak {Use a two-sample T-test assuming unequal variances}.

Hint: You may need to re-organize the data in order to run this test.

-Using a two-sample t-test, test if pain scores (a numeric variable that you create) are different between men and women.
-Which other variables in this dataset can you use to test for differences between groups?

-Estimate the correlation coefficient between “Age” [Column E] and “Total Number of Chronic Conditions” [Column P].

Identify prevention techniques you can implement to mitigate health risks. What are specific habits you should adopt or change to improve your chance for success? What specific strategies (ways to increase knowledge, skill, or attitude) can you use to help with habit change or adoption?

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Behavorial and Familial Assessments

Write a paper discussing your behavioral and familial risks (PTSD, Asthma, Depression, Anxiety, Pre-Diabetes, and IBS).

1)Identify prevention techniques you can implement to mitigate health risks.
2)What are specific habits you should adopt or change to improve your chance for success?
3)What specific strategies (ways to increase knowledge, skill, or attitude) can you use to help with habit change or adoption?

Use the school library to search for peer review articles on the subject of their choice and prepare a final paper/report of at least 7 – 8 double-spaced typed pages in APA format.

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Mental Healthcare Delivery

Students should use the school library to search for peer review articles on the subject of their choice and prepare a final paper/report of at least 7 – 8 double-spaced typed pages in APA format.

Mental Healthcare Delivery

Houston, Michael J. and Martin Richard D. The Delivery of Mental Health Care: Where Are We and Where Are We Goin?

Sundararaman, Ramya: the US Mental Health delivery System Infrastructure: A primer. Analyst in Public Health 2009.

Qureshi, O., Endole, T Ryan, G et al. Barrier and drivers to service delivery in global mental health projects.

Lake, James & Spain Mason Urgent Need for Improved Mental Health Care and a mor Collaborative Model of Care.

Evaluate the approach of an analytics team and interpret and present statistical results to support a health care recommendation.

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Presenting Statistical Results for Decision Making

Introduction

The ability to translate analytic results into clear, concise, and actionable results is a vital skill for health care administrators. Because decision making is increasingly data-driven and evidence-based, managers are frequently required to formally present statistical results to leadership. Sometimes, decision makers differ as to how well they comprehend the information being delivered. Your job as a health care professional is to know how to distill and synthesize data analytics and present complex concepts in the pursuit of value, quality, and safety. You must be able to clearly communicate the results of your team’s data analysis and it should be both insightful and informative. How much your work is valued can depend heavily on how well the results of that analysis are articulated. Effectively communicating the results so the issues and recommendations are clear and explicit can greatly enhance the value of your analytic work.

For this assignment, you will evaluate the approach of an analytics team and interpret and present statistical results to support a health care recommendation.

Preparation

Review the Vila Health: Presenting Statistical Results for Decision Making simulation to evaluate, interpret, and present statistical results to support a health care recommendation.

 

How can managers distinguish a motivational problem from other factors that affect an individual’s performance?

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Motivation Among Employees

Write a 3-page minimum response to the following question. Remember that cover sheets, reiterating the assignment, and reference pages do not count. APA style is required and you should have a minimum of 3 references.

How can managers distinguish a motivational problem from other factors that affect an individual’s performance?

What role can managers and clinical leaders play to improve staff morale and motivatio

Write an essay discussing sexual and reproductive health and rights violations in the middle east.

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Sexual and reproductive health

Write an essay discussing sexual and reproductive health and rights violations in the middle east.

Describe your research topic and what the issue is. Why is the issue important? How extensive a problem is the topic? How much is this topic on the minds of people in America and the health services industry? What are some related issues in your topic?

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Covid vaccine laws regarding minors in the state of Illinois

Describe your research topic and what the issue is. Why is the issue important? How extensive a problem is the topic? How much is this topic on the minds of people in America and the health services industry? What are some related issues in your topic?

1-discuss the requirements for the municipalities within Illinois that is requiring the vaccine card to enter certain places.

2- The laws you mentioned such as requiring everyone over 5 to be vaccinated against covid don’t just apply to minors. Thus, you will need to tie in your topic in a coherent fashion. The legal issue will likely boil down to minor consent and if they need or don’t need parental consent for certain things

Write a literature review or meta analysis using case studies , cohort studies to highlight implicit bias . Focus on how implicit bias affects medicine and medical treatment as it relates to culturally diverse and those of transgender subsets. T

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Effect of gender and cultural biases in medicine

Write a literature review or meta analysis using case studies , cohort studies to highlight implicit bias . Focus on how implicit bias affects medicine and medical treatment as it relates to culturally diverse and those of transgender subsets. Tests that address and possibly quantify implicit bias. How to address implicit bias in clinicians beginning in medical training.

Evaluate the effectiveness of the intended outcomes of the program in contributing to the improvement of the health of the program’s audience. Assess how the use of a logic model will help you in your evaluation of the program you chose for your Final Project.

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Logic Model Journal

Create a logic model diagram for your chosen public health program.

Include all components (inputs, resources, activities, outputs, short-term outcomes, and long-term outcomes).
In addition to your required reading, use the examples on pages 65-68 of Developing an Effective Evaluation Report: Setting the course for effective program evaluation as a guide for creating your logic model diagram. If you are using PowerPoint these designs are available under ”Insert” then ”Smart Art”

Once the Logic Model is made, then using a screencast program (Jing, Screencast-O-Matic, etc.), create a video presentation (no more than 5 minutes) to explain the rationale behind the components you have included in your logic model diagram.

Evaluate the effectiveness of the intended outcomes of the program in contributing to the improvement of the health of the program’s audience.
Assess how the use of a logic model will help you in your evaluation of the program you chose for your Final Project.

Your initial contribution should be a minimum of three pages in length.

Explain your recommendations related to technological and logistical changes to an organization’s HIM system. Describe 2–3 data services and how their potential outcomes align with an organization’s administrative and clinical goals .

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Health Information Improvement Proposal

Scenario

You have been asked to create a proposal for improving data collection and analysis based on the current EHR at Independence Medical center and the recommendations you already made during your work. Despite being meaningful use certified, the leadership team feels that the organization needs to make better use of patient data to improve clinical outcomes, quality, and efficiency.

Your board of directors have asked you to prepare a full proposal and are relying on you to provide them with the most current and relevant information to help them decide on the next steps related to improvements and analysis.

Instructions

For this assignment, write a 4–6-page, APA-formatted paper that summarizes proposed data services and their potential outcomes. Next, align the appropriate data with the organization’s strategic goals, identify current trends in data analytics, and provide recommendations for next steps based on your assessment of the organization’s health information needs. Feel free to draw on relevant aspects of the previous assignments in this course to help you complete this assignment.

In your proposal:

Explain your recommendations related to technological and logistical changes to an organization’s HIM system (1–2 pages).
Describe 2–3 data services and how their potential outcomes align with an organization’s administrative and clinical goals (1–2 pages).
Analyze how contemporary data analysis trends could be leveraged to improve current practices in an organization (1 page).
Recommend best practices for collecting data, securely storing data, and converting data analytics into useful and understandable deliverables (1 page).