READY SUMMARISED WGU D547 PA:
Evidence Based Healthcare
Administration STUDY GUIDE ||
Newest 2025/2026 Syllabus||Update
with Complete Solutions.
Domain 1: Foundations of Evidence-Based Management (EBMgt)
1. What is the primary definition of Evidence-Based Management (EBMgt) in healthcare
administration?
o ANSWER ✓ The systematic application of the best available evidence, combined with
practitioner expertise and organizational stakeholders' values, to management decision-
making.
2. How does EBMgt differ from Evidence-Based Medicine (EBM)?
o ANSWER ✓ EBMgt focuses on organizational processes (leadership, staffing, finance)
rather than clinical pathways, though it utilizes similar hierarchies of evidence and critical
appraisal skills.
3. What are the "Four Pillars" of evidence in the EBMgt framework?
o ANSWER ✓ (1) Best available scientific evidence, (2) Organizational data (internal
metrics), (3) Stakeholder values and concerns, and (4) Practitioner (administrator)
expertise.
4. Why is "managerial expertise" considered a valid source of evidence?
o ANSWER ✓ Because experienced administrators possess tacit knowledge about the
specific organizational culture, politics, and resource constraints that external research
cannot capture [citation:1].
5. What is the "Ask, Acquire, Appraise, Aggregate, Apply, Assess" framework?
o ANSWER ✓ A 6-step process for integrating evidence into daily administrative
decisions, often abbreviated as the 6A cycle.
, 6. In the 6A cycle, what distinguishes "Aggregate" from "Appraise"?
o ANSWER ✓ Appraise involves judging the validity and relevance of individual studies,
while Aggregate involves combining multiple pieces of evidence (e.g., via meta-analysis
or systematic review) to form a coherent conclusion.
7. What is a "PICO(T)" question in an administrative context?
o ANSWER ✓ A structured framework for asking clinical or operational questions:
Population (e.g., night shift nurses), Intervention (e.g., 4-day work week), Comparison
(e.g., standard 5-day week), Outcome (e.g., retention rate), and Time.
8. Give an example of an administrative PICO question.
o ANSWER ✓ "In inpatient hospital units (P), does bedside shift reporting (I) compared to
telephone handoffs (C) reduce medication errors (O) over 6 months (T)?"
9. What is the highest level of evidence for a management intervention?
o ANSWER ✓ Systematic reviews or Meta-analyses of randomized controlled trials (RCTs)
conducted in healthcare settings.
10. What is "Grade A" evidence according to the GRADE system for administrative
guidelines?
o ANSWER ✓ High confidence that the true effect lies close to the estimated effect;
further research is very unlikely to change the confidence in the estimate.
11. What is a "pre-appraised" source of evidence?
o ANSWER ✓ Sources (like AHRQ Evidence Reports or Cochrane Reviews) where experts
have already filtered and critically appraised the primary studies for validity.
12. Why is organizational data often considered "messier" than clinical trial data?
o ANSWER ✓ Because administrative data is subject to confounding variables (budget
cuts, staff turnover, seasonality) that cannot be controlled for as easily as in a clinical lab.
13. Define "contextual evidence" in healthcare administration.
o ANSWER ✓ Information about the specific setting, including organizational culture,
regulatory environment, financial health, and historical performance.
14. How does the "Hierarchy of Evidence" differ for organizational change vs. clinical
treatment?
o ANSWER ✓ In management, quasi-experimental designs (e.g., difference-in-differences)
are often considered higher validity than RCTs because organizational RCTs are
frequently impossible due to logistical or ethical constraints.
15. What is the "dirty hands" problem in EBMgt?
o ANSWER ✓ The ethical dilemma where administrators must balance the "best evidence"
(which may suggest layoffs or unit closures) against stakeholder values (employee
loyalty or community need).
Evidence Based Healthcare
Administration STUDY GUIDE ||
Newest 2025/2026 Syllabus||Update
with Complete Solutions.
Domain 1: Foundations of Evidence-Based Management (EBMgt)
1. What is the primary definition of Evidence-Based Management (EBMgt) in healthcare
administration?
o ANSWER ✓ The systematic application of the best available evidence, combined with
practitioner expertise and organizational stakeholders' values, to management decision-
making.
2. How does EBMgt differ from Evidence-Based Medicine (EBM)?
o ANSWER ✓ EBMgt focuses on organizational processes (leadership, staffing, finance)
rather than clinical pathways, though it utilizes similar hierarchies of evidence and critical
appraisal skills.
3. What are the "Four Pillars" of evidence in the EBMgt framework?
o ANSWER ✓ (1) Best available scientific evidence, (2) Organizational data (internal
metrics), (3) Stakeholder values and concerns, and (4) Practitioner (administrator)
expertise.
4. Why is "managerial expertise" considered a valid source of evidence?
o ANSWER ✓ Because experienced administrators possess tacit knowledge about the
specific organizational culture, politics, and resource constraints that external research
cannot capture [citation:1].
5. What is the "Ask, Acquire, Appraise, Aggregate, Apply, Assess" framework?
o ANSWER ✓ A 6-step process for integrating evidence into daily administrative
decisions, often abbreviated as the 6A cycle.
, 6. In the 6A cycle, what distinguishes "Aggregate" from "Appraise"?
o ANSWER ✓ Appraise involves judging the validity and relevance of individual studies,
while Aggregate involves combining multiple pieces of evidence (e.g., via meta-analysis
or systematic review) to form a coherent conclusion.
7. What is a "PICO(T)" question in an administrative context?
o ANSWER ✓ A structured framework for asking clinical or operational questions:
Population (e.g., night shift nurses), Intervention (e.g., 4-day work week), Comparison
(e.g., standard 5-day week), Outcome (e.g., retention rate), and Time.
8. Give an example of an administrative PICO question.
o ANSWER ✓ "In inpatient hospital units (P), does bedside shift reporting (I) compared to
telephone handoffs (C) reduce medication errors (O) over 6 months (T)?"
9. What is the highest level of evidence for a management intervention?
o ANSWER ✓ Systematic reviews or Meta-analyses of randomized controlled trials (RCTs)
conducted in healthcare settings.
10. What is "Grade A" evidence according to the GRADE system for administrative
guidelines?
o ANSWER ✓ High confidence that the true effect lies close to the estimated effect;
further research is very unlikely to change the confidence in the estimate.
11. What is a "pre-appraised" source of evidence?
o ANSWER ✓ Sources (like AHRQ Evidence Reports or Cochrane Reviews) where experts
have already filtered and critically appraised the primary studies for validity.
12. Why is organizational data often considered "messier" than clinical trial data?
o ANSWER ✓ Because administrative data is subject to confounding variables (budget
cuts, staff turnover, seasonality) that cannot be controlled for as easily as in a clinical lab.
13. Define "contextual evidence" in healthcare administration.
o ANSWER ✓ Information about the specific setting, including organizational culture,
regulatory environment, financial health, and historical performance.
14. How does the "Hierarchy of Evidence" differ for organizational change vs. clinical
treatment?
o ANSWER ✓ In management, quasi-experimental designs (e.g., difference-in-differences)
are often considered higher validity than RCTs because organizational RCTs are
frequently impossible due to logistical or ethical constraints.
15. What is the "dirty hands" problem in EBMgt?
o ANSWER ✓ The ethical dilemma where administrators must balance the "best evidence"
(which may suggest layoffs or unit closures) against stakeholder values (employee
loyalty or community need).
