HAC Healthcare Analyst Performance Measurement & Reporting 2

Question 1

Which statistical method is most appropriate for comparing performance rates across hospitals when sample sizes vary significantly?

Accepted Answer

Risk-adjusted analysis using hierarchical modeling

Answer

Hierarchical modeling accounts for varying sample sizes and case mix differences, producing more reliable comparisons across hospitals.

Question 2

A hospital's 30-day readmission rate is 18%. The national benchmark is 15%. What does this indicate?

Accepted Answer

The hospital has a higher-than-average readmission rate, suggesting a performance gap

Answer

A readmission rate above the national benchmark indicates poorer performance, as lower readmission rates reflect better care coordination and discharge planning.

Question 3

Which reporting framework is most commonly used to stratify quality measures by race, ethnicity, and socioeconomic status in US healthcare?

Accepted Answer

AHRQ National Healthcare Quality and Disparities Report framework

Answer

The AHRQ National Healthcare Quality and Disparities Report framework provides standardized methods for stratifying measures to identify health equity gaps.

Question 4

A healthcare analyst notices a sudden spike in a quality metric in month 6 of a 12-month trend. Which analytical step should be taken first?

Accepted Answer

Investigate data integrity, coding changes, or operational events in that period

Answer

Before interpreting a data anomaly, analysts must verify that the spike reflects a true change rather than a data error, coding change, or reporting artifact.

Question 5

Which measure type evaluates what actually happened to a patient as a direct result of care?

Accepted Answer

Outcome measure

Answer

Outcome measures capture the end result of care, such as mortality, readmission, or complication rates, reflecting the actual health status of patients.

(HAC) Healthcare Analyst Certification Practice Test

(HAC) Healthcare Analyst Certification Practice Test

HAC Healthcare Analyst Performance Measurement & Reporting 2