HAC Healthcare Analyst Performance Measurement & Reporting 3 — Questions and Answers
Question 1: What is the primary purpose of a funnel plot in healthcare performance reporting?
- To show trends over time for a single organization
- To identify outlier organizations while accounting for differences in sample size (Correct answer)
- To compare pre- and post-intervention outcomes
- To display the distribution of patient satisfaction scores
Correct answer: To identify outlier organizations while accounting for differences in sample size
Funnel plots display organization-level performance against a target, with control limits that widen for smaller sample sizes, making it easy to identify true outliers.
Question 2: Which CMS value-based purchasing program financially penalizes hospitals with excess readmissions for specific conditions?
- Hospital Value-Based Purchasing (HVBP) Program
- Hospital Readmissions Reduction Program (HRRP) (Correct answer)
- Hospital-Acquired Condition Reduction Program (HACRP)
- Merit-based Incentive Payment System (MIPS)
Correct answer: Hospital Readmissions Reduction Program (HRRP)
The Hospital Readmissions Reduction Program (HRRP) reduces Medicare payments to hospitals with excess readmissions for conditions like AMI, heart failure, and pneumonia.
Question 3: An analyst is asked to report HEDIS measures for a health plan. HEDIS stands for:
- Health Effectiveness Data and Information Set (Correct answer)
- Healthcare Efficiency and Data Improvement Standards
- Hospital Evaluation and Diagnostic Information System
- Health Equity Data Integration and Stratification
Correct answer: Health Effectiveness Data and Information Set
HEDIS (Healthcare Effectiveness Data and Information Set) is a standardized set of performance measures developed by NCQA used widely by health plans.
Question 4: When calculating a standardized mortality ratio (SMR), a value greater than 1.0 indicates:
- Observed deaths are fewer than expected — better-than-average performance
- Observed deaths exceed expected deaths — worse-than-average performance (Correct answer)
- The calculation methodology is incorrect
- Mortality rates are within the normal range
Correct answer: Observed deaths exceed expected deaths — worse-than-average performance
An SMR > 1.0 means more deaths occurred than were expected based on the risk-adjusted model, signaling potentially worse performance.
Question 5: Which of the following is an example of a leading indicator in healthcare performance measurement?
- Annual mortality rate
- 30-day readmission rate
- Hand hygiene compliance rate (Correct answer)
- Patient satisfaction scores from last quarter
Correct answer: Hand hygiene compliance rate
Hand hygiene compliance is a leading indicator because it predicts future infection rates, whereas mortality and readmissions are lagging indicators of past care quality.
Question 6: A healthcare analyst is tasked with comparing patient experience data across multiple facilities. Which survey instrument is the national standard for inpatient experience measurement?
- Press Ganey Survey
- CAHPS Hospital Survey (HCAHPS) (Correct answer)
- CGCAHPS Survey
- NRC Health Survey
Correct answer: CAHPS Hospital Survey (HCAHPS)
HCAHPS (Hospital Consumer Assessment of Healthcare Providers and Systems) is the national, standardized, publicly reported survey for measuring inpatient patient experience.
Question 7: In the PDSA (Plan-Do-Study-Act) cycle, the 'Study' phase in the context of performance measurement refers to:
- Planning the data collection methodology
- Implementing the change on a small scale
- Analyzing data to determine if the change produced the desired improvement (Correct answer)
- Deciding whether to adopt, adapt, or abandon the change
Correct answer: Analyzing data to determine if the change produced the desired improvement
The Study phase involves analyzing the data collected during the Do phase to evaluate whether the change achieved the intended improvement.
HAC Healthcare Analyst Performance Measurement & Reporting 3
What is the primary purpose of a funnel plot in healthcare performance reporting?