Reference no: EM132632237

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 (3) 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

Demonstrate your understanding of IRBs by earning a certification on national guidelines regarding human-subjects research. Begin by first creating an account at https://phrp.nihtraining.com/users/login.php. Once you have completed the Readings for each module, complete the quizzes and obtain the training certificate. You will take a screenshot of your certificate of completion and insert this image into this paper. Following a screenshot of your earned certificate in protecting human subjects, plan adherence to Institutional Review Board (IRB) processes and policies by reflecting upon the concepts of (1) Respect, (2) Justice, (3) Nonmaleficence, and (4) Beneficence by providing (A) your interpretation of the concept, (B) an example of complying with the principle within healhcare, and (C) connecting each concept with the characteristics of quality data.