Healthcare Analyst Performance Measurement & Reporting Flashcards

Which of the following best describes 'case mix adjustment' in healthcare performance reporting?

Answer: Statistically accounting for differences in patient severity or complexity before comparing outcomes

Case mix adjustment (risk adjustment) controls for differences in patient demographics, diagnoses, and severity so comparisons between providers are fair and valid.

A healthcare analyst must report on the percentage of diabetic patients who received an HbA1c test. This is an example of which measure type?

Answer: Process measure

Whether a patient received an HbA1c test is a process measure because it tracks adherence to evidence-based care protocols, not the clinical result itself.

According to the Triple Aim framework developed by the IHI, the three dimensions of healthcare improvement are:

Answer: Patient Experience, Population Health, and Per Capita Cost

The IHI Triple Aim focuses on improving patient experience of care, improving the health of populations, and reducing the per capita cost of healthcare simultaneously.

Which statistical tool is used to determine whether variation in a process is due to common cause or special cause?

Answer: Statistical Process Control (SPC) chart

SPC charts display data over time with control limits that distinguish normal (common cause) variation from unusual (special cause) variation requiring investigation.

A hospital wants to benchmark its surgical site infection rate. The most appropriate national benchmark source for this metric is:

Answer: CDC's National Healthcare Safety Network (NHSN)

The CDC's NHSN is the primary national surveillance system for healthcare-associated infections, including surgical site infections, and provides risk-adjusted benchmarks.

When using a run chart to monitor a quality improvement initiative, how many consecutive data points above or below the median typically signals a non-random pattern?

Answer: 6

Six or more consecutive data points on the same side of the median is a recognized signal of non-random variation on a run chart, indicating a true shift in the process.

An analyst is preparing a performance dashboard and wants to show which metrics are on-track versus at-risk. Which visual indicator is most effective for executive-level reporting?

Answer: RAG status indicators (Red/Amber/Green)

RAG (Red/Amber/Green) status indicators provide an immediate at-a-glance view of performance against targets, making them ideal for executive dashboards.