Page 1 of 93
WGU D547 PA EVIDENCE-BASED HEALTHCARE
ADMINISTRATION EXAM QUESTIONS AND CORRECT VERIFIED
SOLUTIONS LATEST UPDATE THIS YEAR – JUST RELEASED
WGU D547 PA: EVIDENCE-BASED HEALTHCARE ADMINISTRATION
MOSTLY TESTED AREAS
1. Evidence-based healthcare administration and data-driven decision-making
2. Research paradigms, research questions, and appropriate methodologies
3. Quantitative and qualitative research designs and evidence appraisal
4. Data collection instruments, validity, reliability, bias, and sampling
5. Descriptive and inferential statistics used in healthcare administration
6. Data analytics, Excel-based analysis, pivot tables, charts, and interpretation
7. Healthcare quality improvement, outcomes, utilization, and performance measurement
8. Ethical decision-making, privacy, confidentiality, and responsible data use
9. Artificial intelligence, machine learning, predictive analytics, and healthcare applications
10. Communicating findings, translating evidence into administrative action, and
stakeholder engagement
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QUESTIONS
1. A healthcare administrator wants to determine whether staffing changes improved
emergency department performance using historical organizational data. Which approach is
most appropriate?
A. Rely exclusively on staff opinions collected informally
B. ✓ Analyze relevant performance data before and after the staffing intervention
C. Select only the most favorable monthly results
D. Replace quantitative information with anecdotal observations
Rationale: Evidence-based administration requires systematic analysis of relevant data to
determine whether an intervention is associated with meaningful improvement.
2. Which statement best describes the central purpose of evidence-based healthcare
administration when organizational leaders make operational decisions?
A. To eliminate the need for professional judgment
B. To ensure every organization uses identical policies
C. To prioritize financial outcomes regardless of patient consequences
D. ✓ To integrate credible evidence with organizational expertise and stakeholder needs
Rationale: Evidence-based decisions combine the best available evidence with professional
expertise, context, and relevant stakeholder considerations.
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3. An administrator notices emergency department visits increasing over several years and
wants to understand whether the increase represents a sustained trend. What should occur
first?
A. ✓ Examine historical data systematically for patterns and trends
B. Immediately implement a new staffing model
C. Assume the increase resulted from population growth
D. Remove unusual observations before reviewing the dataset
Rationale: Historical data should be examined before conclusions or interventions are made.
4. Why is data quality particularly important when administrators use analytics to guide
healthcare resource allocation?
A. Poor data only affects presentation formatting
B. Data quality has no effect on administrative decisions
C. ✓ Inaccurate data can produce misleading conclusions and inappropriate decisions
D. High-quality data eliminates the need for interpretation
Rationale: Decisions based on incomplete, inaccurate, inconsistent, or biased data can produce
incorrect conclusions.
5. A hospital leader combines research findings, internal performance metrics, employee
expertise, and patient needs before changing a policy. What principle is demonstrated?
A. Randomized sampling
B. Descriptive statistics
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C. Data suppression
D. ✓ Evidence-based decision-making
Rationale: Evidence-based decision-making integrates multiple credible information sources to
support an appropriate organizational decision.
6. Which characteristic most strongly distinguishes evidence-based management from decision-
making based solely on tradition?
A. Evidence-based management avoids organizational experience
B. ✓ Evidence-based management systematically evaluates available evidence before acting
C. Evidence-based management uses only financial data
D. Evidence-based management requires randomized trials for every decision
Rationale: Evidence-based management emphasizes systematic use and evaluation of relevant
evidence rather than relying exclusively on tradition.
7. A quality improvement analyst is asked to identify which emergency department
characteristics should receive administrative attention. What is the best initial strategy?
A. ✓ Define the management question and identify relevant measurable variables
B. Build a predictive model immediately
C. Select variables based solely on personal preference
D. Remove all categorical variables
Rationale: Clearly defining the question and relevant variables establishes a sound foundation
for analysis.
WGU D547 PA EVIDENCE-BASED HEALTHCARE
ADMINISTRATION EXAM QUESTIONS AND CORRECT VERIFIED
SOLUTIONS LATEST UPDATE THIS YEAR – JUST RELEASED
WGU D547 PA: EVIDENCE-BASED HEALTHCARE ADMINISTRATION
MOSTLY TESTED AREAS
1. Evidence-based healthcare administration and data-driven decision-making
2. Research paradigms, research questions, and appropriate methodologies
3. Quantitative and qualitative research designs and evidence appraisal
4. Data collection instruments, validity, reliability, bias, and sampling
5. Descriptive and inferential statistics used in healthcare administration
6. Data analytics, Excel-based analysis, pivot tables, charts, and interpretation
7. Healthcare quality improvement, outcomes, utilization, and performance measurement
8. Ethical decision-making, privacy, confidentiality, and responsible data use
9. Artificial intelligence, machine learning, predictive analytics, and healthcare applications
10. Communicating findings, translating evidence into administrative action, and
stakeholder engagement
, Page 2 of 93
QUESTIONS
1. A healthcare administrator wants to determine whether staffing changes improved
emergency department performance using historical organizational data. Which approach is
most appropriate?
A. Rely exclusively on staff opinions collected informally
B. ✓ Analyze relevant performance data before and after the staffing intervention
C. Select only the most favorable monthly results
D. Replace quantitative information with anecdotal observations
Rationale: Evidence-based administration requires systematic analysis of relevant data to
determine whether an intervention is associated with meaningful improvement.
2. Which statement best describes the central purpose of evidence-based healthcare
administration when organizational leaders make operational decisions?
A. To eliminate the need for professional judgment
B. To ensure every organization uses identical policies
C. To prioritize financial outcomes regardless of patient consequences
D. ✓ To integrate credible evidence with organizational expertise and stakeholder needs
Rationale: Evidence-based decisions combine the best available evidence with professional
expertise, context, and relevant stakeholder considerations.
, Page 3 of 93
3. An administrator notices emergency department visits increasing over several years and
wants to understand whether the increase represents a sustained trend. What should occur
first?
A. ✓ Examine historical data systematically for patterns and trends
B. Immediately implement a new staffing model
C. Assume the increase resulted from population growth
D. Remove unusual observations before reviewing the dataset
Rationale: Historical data should be examined before conclusions or interventions are made.
4. Why is data quality particularly important when administrators use analytics to guide
healthcare resource allocation?
A. Poor data only affects presentation formatting
B. Data quality has no effect on administrative decisions
C. ✓ Inaccurate data can produce misleading conclusions and inappropriate decisions
D. High-quality data eliminates the need for interpretation
Rationale: Decisions based on incomplete, inaccurate, inconsistent, or biased data can produce
incorrect conclusions.
5. A hospital leader combines research findings, internal performance metrics, employee
expertise, and patient needs before changing a policy. What principle is demonstrated?
A. Randomized sampling
B. Descriptive statistics
, Page 4 of 93
C. Data suppression
D. ✓ Evidence-based decision-making
Rationale: Evidence-based decision-making integrates multiple credible information sources to
support an appropriate organizational decision.
6. Which characteristic most strongly distinguishes evidence-based management from decision-
making based solely on tradition?
A. Evidence-based management avoids organizational experience
B. ✓ Evidence-based management systematically evaluates available evidence before acting
C. Evidence-based management uses only financial data
D. Evidence-based management requires randomized trials for every decision
Rationale: Evidence-based management emphasizes systematic use and evaluation of relevant
evidence rather than relying exclusively on tradition.
7. A quality improvement analyst is asked to identify which emergency department
characteristics should receive administrative attention. What is the best initial strategy?
A. ✓ Define the management question and identify relevant measurable variables
B. Build a predictive model immediately
C. Select variables based solely on personal preference
D. Remove all categorical variables
Rationale: Clearly defining the question and relevant variables establishes a sound foundation
for analysis.
