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D514 Analytical Methods of Healthcare Leaders (D514) – Western Governors University (WGU) 2025–2026 – Final Exam Questions and Verified Answers Compilation

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This document provides a structured collection of final exam-style questions and detailed verified answers for D514 Analytical Methods of Healthcare Leaders at Western Governors University. It covers essential course topics including descriptive and inferential statistics, hypothesis testing, confidence intervals, healthcare quality metrics, predictive analytics, and data-driven decision-making in healthcare leadership. The Q&A format is designed to support focused exam preparation and reinforce mastery of the analytical competencies assessed in the D514 final objective assessment.

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WGU D514 FINAL EXAM (NEW 2025-2026
UPDATE) ANALYTICAL METHODS OF HEALTHCARE
LEADERS| QS & AS| GRADE A| 100% CORRECT
(VERIFIED ANSWERS)

A pharmaceutical company wants to forecast the potential revenue for
developing a new drug for a rare disease. - ANS ✓Predictive modeling


A pharmaceutical company wants to forecast the increase in demand for a
cancer drug for each of the next ten years. - ANS ✓Predictive modeling


A pharmaceutical company wants to determine the number of diabetic
patients whose A1c levels improved following a 90-day course of a new drug. -
ANS ✓Statistical modeling


A pharmaceutical company wants to identify the percentage of cases where
evidence-based medicine aligns with the outcomes for various cancer
treatments. - ANS ✓Statistical modeling


An accountable care organization wants to identify the most effective targeted
treatments based on a patient's symptoms. - ANS ✓Predictive modeling


A clinician wants to know the number of patients whose symptoms improved
after taking a new drug as compared to those who took a placebo. - ANS
✓Statistical modeling




WGU D514

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A dialysis center wants to compare the patient satisfaction rate between home
dialysis versus in-center dialysis. - ANS ✓Statistical modeling


Based on the results of a market study of potential surgery patients, a surgical
services manager hires a new reconstructive surgeon. Which information from
the study informed this hiring decision?
Cost of surgical supplies
Age distribution of patients
Quality measures to monitor

Potential new patient volume - ANS ✓Potential new patient volume


A hospital is evaluating its ability to provide additional advanced dietary care to
hospital inpatients with food allergies. The hospital completed a predictive
analysis to determine the need for this extra service. Which information can be
gained from this study?
Current capacity for dietary care
Estimated cost per qualified patient
A site location for a part-time dietitian

Feasibility of expanding nutrition services - ANS ✓Feasibility of expanding
nutrition services


A hospital wants to open a new women's health clinic in a low income area of
the county after it performs an assessment of future demand for women's
services. Which information will this assessment provide to the hospital?
Needs of current patients
Estimated cost per patient
Age distribution of patients

Volume of potential patients - ANS ✓Volume of potential patients

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Estimating relationship among variables

"related to" "associated with" "linked" - ANS ✓Regression Analysis
Combination of age, sex, wt., family hx is linked to DM


Values of observed data are expressed as functions of a number of possible
causes in order to find which are most important - ANS ✓Factor Analysis


Quantitative test that compares mean score of a sample to known mean - ANS
✓T test


Quantitative, group of similar subjects divided into 2 groups- intervention x
and y - ANS ✓Two-Sample T test


Looks for differences withing same group at different points in time - ANS
✓Paired T Test


Used when comparing apples to apples but not sure
alternative to two sample t test looks for ranked

differences or equality - ANS ✓U test


Whether 2 population means are different when variances are known and
sample size is large - ANS ✓Z test



Tests hypothesis, probability/ chance - ANS ✓p-value




WGU D514

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