What age group left against medical advice most often

Reference no: EM133553292

Health Data Analytics

Tableau Data Mining and Analysis of HCUP and WISQARS

The purpose of this assignment is to query a federal database to analyze utilization of the emergency department, and to identify trends and patterns.

This is a two-part assignment. Part I will utilize the HCUPS database.Part II will utilize the WISQARS database. You can answer all questions below and submit this document to the drop box.

In a 750-word reflective essay,

discuss how health information technology assists with the management of health data. Include the following in your essay: Compare HCUP and WISQARS. Describe how to utilize health information technologies, applications, tools, processes, and structures to manage health data. Identify which specific analytics technologies that are utilized most often by health care organizations. Synthesize the data from "Tableau Data Mining and Analysis" assignment to explain how the data can be used to improve health care quality and health-related outcomes and promote wellness among populations. Prepare this assignment using APA style.

Part I
Before starting Part I, watch "The HCUP Overview Course" video, located in the topic Resources for an overview of how to use HCUP database.

Follow the directions to analyze diagnoses data from the inpatient setting.

1. Go to HCUPnetin the topic Resources
2. Select thePriority Topics/Fast stats
3. Select the Emergency Department Setting tab.

Analyze the diagnosis of appendicitis.
• Select your State to analyze a diagnosis in the ED.
• Select Diagnoses-Clinical Classification Software Refined (CCSR), Principal/First-listed Diagnoses, Diagnoses: Appendicitis &Other Appendiceal Conditions.
• Select Type of ED Visit: Number of ED Visits.
• Leave the Start Year and End Year as displayed to see an aggregation of total numbers.
• Analyze the type of ED visits that were treat-and-released and required hospital admission.
Answer the questions below regarding the number of ED visits.

1. What is the total number of ED Treat-and-release visits for the last three years?

2. What is the total number of ED visits resulting in hospital admission for the last three years?

Analyze percentage of age groups utilizing the Emergency Department by your state
• Reset the ED databaseand select Outcome: Percent of ED visits.
• Show the age group by selecting Patient Age Group

Answer the questions below regarding the percentage of age groups utilizing the ED by your state.
1. What age group comprises the highest percentage of Treat-and-release visits to the ED in your state?

2. What age group comprises the highest percentage of hospital admission in your state?

3. What age group left against medical advice most often?

4. What trends or patterns can you determine for the average hospital charges per ED visit for the type of ED visit - Treat-and-release?

5. What are other reasons health care organizations may want to data-mine the Healthcare Cost and Utilization Project (HCUPNet) online database?

Part 2: WISQARS

Analyze data from WISQARs to explore fatal injuries and identify trends.

Before starting Part II, watch the "WISQARS Data Visualization Training: Filter Data" video and the "WISQARS Data Visualizations Training: Export Data" videolocated in the topic Resources.
1. Go to WISQARs websitein the topic Resources
2. Filter Data to analyze injury type, intent of death, mechanism of death, select your state to evaluate.

Answer the questions below regarding trends of injuries.

1. What are notable trends and patterns of cause of injury-related deathsin your state?

2. Reset the filter and analyze mechanism of death, adverse effects, for your region. What trends are depicted in the graphs?

3. How could the data be used for improving patient care?

Attachment:- DataMiningAndAnalysis.rar

Reference no: EM133553292

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10/22/2023 10:11:36 PM

The purpose of this assignment is to reflect on how technology assists with the management of health care data to improve services and outcomes. This is a reflective paper that is intended to be completed after you have successfully completed the "Tableau Data Mining and Analysis" assignment. In a 750-word reflective essay, discuss how health information technology assists with the management of health data. Include the following in your essay: Compare HCUP and WISQARS. Describe how to utilize health information technologies, applications, tools, processes, and structures to manage health data. Identify which specific analytics technologies that are utilized most often by health care organizations. Synthesize the data from "Tableau Data Mining and Analysis" assignment to explain how the data can be used to improve health care quality and health-related outcomes and promote wellness among populations. Prepare this assignment using APA style.

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