WGU D601 VKN2: Tasks 1 and 2 | New 2026 Update with complete solutions.

WGU D601 VKN2: Tasks 1 and 2 | New 2026 Update with complete
solutions.

D601 – Task 1: Data Analysis Plan
A. Business Problem Summary
Hospital readmissions within 30 days are a major concern in the healthcare industry. The Centers
for Medicare and Medicaid Services (CMS) penalize hospitals with excessive readmissions

Medical_Readmission_Scenario_an…

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The hospital chain wants to:

 Identify key drivers of 30-day readmissions
 Detect demographic and regional trends
 Analyze correlations between patient conditions and readmissions
 Provide executive leadership with actionable insights

The goal is to reduce penalties and improve patient outcomes through data-driven strategies.




B. Stakeholder Needs
1. Senior Vice President (SVP) of Hospital Operations

Interested in:

 Regional readmission trends (State, County, Area)
 Demographic trends (Age, Gender, Income)
 Population density impact

2. Executive Vice President (EVP) of Research

Interested in:

 Patterns between health conditions and readmissions
 Risk factors (Diabetes, HighBlood, Stroke, Complication_risk)
 Admission type impact

, 3. Chief Medical Officer (CMO)

Interested in:

 Correlations between treatments and readmission
 Length of stay (Initial_days)
 Services provided
 Clinical care effectiveness




C. Dataset Description
The dataset contains:

 10,000 patients
 50 variables
 Includes:
o Demographics
o Hospitalization data
o Medical conditions
o Survey responses
o Readmission indicator (ReAdmis)

The target variable:

 ReAdmis (Yes/No)




D. Key Variables for Analysis
Dependent Variable:

 ReAdmis

Independent Variables:

Demographics

 Age
 Gender
 Income
 Marital
 State