For this assignment you will present data, analyze the data, and propose recommendations to solve your selected problem. Instructions Use the Data Analysis and Evidenc

 : Data Analysis and Evidence-Based Recommendations

Introduction

For this assignment you will present data, analyze the data, and propose recommendations to solve your selected problem.

Instructions

Use the Data Analysis and Evidence-Based Recommendations Template to complete this assignment.

  1. List the factors that cause the selected problem and identify how each factor is measured numerically within the literature (dollars, days, percentage, et cetera).
  2. Locate and describe the data sets you intend to analyze.
    • Important: If you are using private organizational data, you must provide signed, written permission from someone at the organization permitting you to use the data in this course. Include the organization name, the individual's name, title, workplace address, email address, and contact phone number. Use the Learner and Employer Acknowledgement and Release Form [PDF]Links to an external site. to obtain this signed permission.
  3. Create a proposed graphic structure in which to display each major factor that contributes to your selected problem. Examples of graphics might include a bar graph, pie chart, et cetera.
    • See the resources in What You Need to Know for Week 5 for assistance in creating graphics.
  4. Under each graphic, provide a sentence or two about how this graphic is relevant to understanding the problem.
  5. Finally, complete the section, “Evidence-Based Recommendations,” by listing each evidence-based best practice recommendation for team implementation separately in one sentence, citing the source. Then you may add additional content to explain the recommendation.
  6. Include a final full reference list in APA format, which includes all sources integrated into the assignment.
  7. Submit your assignment to TurnItIn as a draft. Open the resulting report, review the highlighted sections, and make any needed corrections before submitting your work for grading.

Additional Requirements

  • Document Format: Use the provided Data Analysis and Evidence-Based Recommendations Template to create your data analysis and evidence-based recommendations.
  • Document Length: Respond to all prompts in the template.
  • Supporting Evidence: Include at least 12 academic or scholarly sources that match in-text citations.
    • Supporting evidence may include current accrediting body standards, industry standards, and government agency reports, including such sources as the AHA, National Academy of Medicine, Harvard Business Review (HBR), et cetera.
  • APA Formatting: Format in-text citations and references according to current APA style and formatting. Evidence and APALinks to an external site. can help with this.
  • Submission Requirements: Submit your Data Analysis and Evidence-Based Recommendations document and any signed permission documents in the Assignment area.

Competencies Measured

By successfully completing this assignment, you will demonstrate your proficiency in the following course competencies and rubric criteria:

  • Competency 1: Execution: Translate strategy to develop and maintain optimal organizational performance in health care settings.
    • Describe data sets that will be analyzed.
    • Convey purpose, in an appropriate tone and style, incorporating supporting evidence and adhering to organizational, professional, and scholarly writing standards.
  • Competency 3: Transformation: Facilitate a change process that effectively involves patients, communities, and professionals in the improvement and delivery of health care and wellness.
    • List the factors that cause a specified problem and explain how the factors are measured.
    • Create a graphic structure in which to display each major factor that contributes to a selected problem.
    • Explain how graphics are relevant to understanding a problem, including any trends the graphics indicate.
  • Competency 5: Team Development: Develop high-performing teams by inspiring individual excellence and leading talent development in healthcare organizations.
    • Provide evidence-based best practice recommendations for team implementation, cite the sources, and include a full reference list.

Data Analysis and Evidence Based Recommendations Assignment

PROBLEM STATEMENT

Copy and paste the one-sentence problem statement and citation from your previous assignment.

FACTORS AND METRICS

Copy and paste all Factors and Metrics tables from your previous assignment below. A minimum of two factors that contribute to the problem statement are required.

Path 1:

Factor #1 Examined

Precise Unit of Measurement (days, dollars, %…)

Type of Graphic Data Summary Structure (pie chart, bar graph, other)

Organization Name

Employee Name who Authorized Data Sharing

Employee Name who approved using organizations name in the report.

Employee Name who directed learner to redact the organization’s name in the report.

Factor #2 Examined

Precise Unit of Measurement (days, dollars, %…)

Type of Graphic Data Summary Structure (pie chart, bar graph, other)

Organization Name

Employee Name who Authorized Data Sharing

Employee Name who approved using organizations name in the report.

Employee Name who directed learner to redact the organization’s name in the report.

Path 2:

Factor #1 Examined

Precise Unit of Measurement (days, dollars, %…)

Type of Graphic Data Summary (pie chart, bar graph, other)

Source of Data (APA Format)

Factor #2 Examined

Precise Unit of Measurement (days, dollars, %…)

Type of Graphic Data Summary (pie chart, bar graph, other)

Source of Data (APA Format)

Include the graphic you have constructed for each factor in the space below.

Factor #1 Graphic Structure

Create a title that includes the organization or region represented, the factor examined, and the year or time frame.

Construct a data summary graphic and insert it below. Make sure that all axes or sections are clearly labeled, and that the unit of measurement is clearly identified. (e.g., percent, total number, other).

Cite the source for the data.

Example: Pie chart

A blue pie chart with white text Description automatically generated with medium confidence

Explain how the Factor 1 graphic relates to the problem: Insights, observations… (a succinct summary in a few sentences).

Factor 1 Graphic Observation or Insight

A

B

C

D

Factor #2 Graphic Structure

Create a title that includes the organization or region represented, the factor examined, and the year or time frame.

Construct a data summary graphic and insert it below. Make sure that all axes or sections are clearly labeled, and that the unit of measurement is clearly identified. (e.g., percent, total number, other).

Cite the source for the data.

Example: Histogram

A picture containing text, screenshot, diagram, plot Description automatically generated

Shaikh, U. (2021, April 1). Strategies and approches for tracking improvements in patient safety. Patient Safety Network. https://psnet.ahrq.gov/primer/strategies-and-approaches-tracking-improvements-patient-safety

Explain how the Factor 2 graphic relates to the problem: Insights, observations… (a succinct summary in a few sentences).

Factor 2 Graphic Observation or Insight

A

B

C

D

[ FACTOR #3 GRAPHIC STRUCTURE…]

Create a title that includes the organization or region represented, the factor examined, and the year or time frame.

Construct a data summary graphic and insert it below. Make sure that all axes or sections are clearly labeled, and that the unit of measurement is clearly identified. (e.g., percent, total number, other).

Cite the source for the data.

Example: Variance analysis

A picture containing text, screenshot, font, line Description automatically generated

Brennan, T. (n.d.). Certified healthcare financial professional. HFMA. https://slideplayer.com/slide/14324295/

Explain how the Factor 3 graphic relates to the problem: Insights, observations… (a succinct summary in a few sentences).

Factor 3 Graphic Observation or Insight

A

B

C

D

[ FACTOR #4 GRAPHIC STRUCTURE…]

Create a title that includes the organization or region represented, the factor examined, and the year or time frame.

Construct a data summary graphic and insert it below. Make sure that all axes or sections are clearly labeled, and that the unit of measurement is clearly identified. (e.g., percent, total number, other).

Cite the source for the data.

Example: (Balanced scorecard)

A picture containing text, screenshot, diagram, font Description automatically generated

Explain how the Factor 4 graphic relates to the problem: Insights, observations… (a succinct summary in a few sentences).

Factor 4 Graphic Observation or Insight

A

B

C

D

[ FACTOR #5 GRAPHIC STRUCTURE…]

Create a title that includes the organization or region represented, the factor examined, and the year or time frame.

Construct a data summary graphic and insert it below. Make sure that all axes or sections are clearly labeled, and that the unit of measurement is clearly identified. (e.g., percent, total number, other).

Cite the source for the data.

Example: Compliance Audit Summary Infographic

A picture containing text, screenshot, diagram, font Description automatically generated

Deo, R. N. (2017, September 19). On-site audits to follow OCR Phase 2 HIPAA desk audits. 24By7Security. https://blog.24by7security.com/ocr-phase-2-hipaa-desk-audits

Note: This example is taken from a blog. Blogs are not considered authoritative sources for Master's level projects.

Explain how the Factor 5 graphic relates to the problem: Insights, observations… (a succinct summary in a few sentences.

Factor 5 Graphic Observation or Insight

A

B

C

D

EVIDENCE BASED RECOMMENDATIONS

Please list a minimum of three evidence-based recommendations which directly address the problem. State the recommendations in the form of action step sentences. Each recommendation must be supported by a different authoritative, peer-reviewed, source or sources.

Examples:

· Implement best practice initiative X to address problem Z (Agency for Best Practices, 202x).

· Have all patient care navigators successfully complete cultural competence best-practice training program C (DEI Institute, 202x).

· Conduct a quarterly audit to assess compliance with regulatory standard R (CMS, 202x).

EVIDENCE BASED RECOMMENDATIONS:

Recommendation:

Source

1

2

3

….

OPTIONAL: MY ORIGINAL RECOMMENDATIONS:

Share any new insights which represent your original recommendations which are not found in literature.

Recommendation:

Rationale

1

2

…..

REFERENCES

Provide a full APA-formatted reference list by listing any additional sources which were not included in your literature review.

SOURCE VERIFICATION: SELF CHECK

Name of Source Verification Software (SafeAssign, TurnItIn)

Date of Initial DRAFT submission

Date report result was opened, reviewed, and any needed corrections made

Name: I confirm that I have reviewed source citation and originality of the content that I submitted for academic credit.

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