Assignment: EPIDEMIOLOGY AND BIOSTAT
Imagine that you are an executive for a health organization. As part of your role within the healthcare leadership team, you are tasked with analyzing organizational data for decision-making purposes. For this assignment, you will obtain raw data, analyze it, and make recommendations for organizational decisions. Please follow the instructions below in completion of this multi-part assignment.
Apply analytical results to facilitate decision-making
Part
Competency Assessed
Instructions
1. Apply analytical results to facilitate decision-making
Create a presentation on your exploratory data analysis of mined data sets for an executive healthcare team. Include a summary of your analysis, statistical tables, and data visualizations. Conclude your presentation on the importance of executive dashboards.
2. Recommended organizational action based on knowledge obtained from data exploration and mining
Based on your analysis, make three recommendations for evidence-based decision-making relevant for organizational action or change.
3. Analyze clinical data to identify trends that demonstrate quality, safety, and effectiveness of healthcare
Examine the clinical data to identify trends related to healthcare (1) quality, (2) safety, and (3) effectiveness.
4. Evaluate administrative reports using appropriate software
Obtain a raw data set from www.healthdata.gov and explore the data set using PSPP. Generate analytical outputs from PSPP that include the appropriate selection of both descriptive and inferential statistics. If you are not able to process one data set using descriptive and inferential statistics, then select one data set for descriptive statistics and another data set for inferential statistics. Generate tables in PSPP that reflect your statistical analyses and include at least three (3) appropriate data visualizations.
5. Interpret inferential statistics
Compose a discussion in which you evaluate the findings from your analyses-interpreting the descriptive and inferential statistics.
6. Analyze statistical data for decision making
Within your presentation, analyze the statistical data for decision-making by organizing various presentations of data visualizations-highlighting multiple perspectives on the same topic.
7. Plan adherence to Institutional Review Board (IRB) Processes and policies
Format your assignment according to the following formatting requirements:
1. The answer should be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides.
2. The response also include a cover page containing the title of the assignment, the student's name, the course title, and the date. The cover page is not included in the required page length.
3. Also Include a reference page. The Citations and references should follow APA format. The reference page is not included in the required page length.