Healthcare Analytics Performance Measurement & Reporting Flashcards

A health system wants to measure progress toward the Quadruple Aim. Which element was ADDED to the Triple Aim to create the Quadruple Aim?

Answer: Care team well-being and provider experience

The Quadruple Aim adds improving the work life and well-being of healthcare providers to the original Triple Aim's three components.

In a control chart used for quality monitoring, the upper control limit (UCL) and lower control limit (LCL) are typically set at:

Answer: Three standard deviations above and below the mean

Standard control chart methodology places control limits at ±3 standard deviations, capturing 99.73% of common-cause variation.

A healthcare analyst is tasked with measuring 'unnecessary variation' in clinical practice. Which analytic approach BEST identifies unwarranted variation?

Answer: Small area variation analysis comparing rates across geographic regions

Small area variation analysis reveals geographic differences in utilization that cannot be explained by patient illness rates, highlighting potential overuse or underuse.

Which reporting standard requires healthcare organizations to submit quality measure data electronically using standardized formats to CMS for programs like Meaningful Use/Promoting Interoperability?

Answer: HL7 Quality Reporting Document Architecture (QRDA)

QRDA is the HL7 standard for submitting electronic clinical quality measure (eCQM) data to CMS and other reporting entities.

When a hospital system implements a new sepsis protocol and wants to evaluate its effectiveness, which study design provides the strongest evidence of causality?

Answer: Interrupted time series analysis with a control group

Interrupted time series with a control group controls for secular trends and confounders, providing the strongest quasi-experimental evidence of intervention impact.

A managed care organization is measuring the PMPM (per member per month) cost of a diabetic population. The PMPM for pharmacy costs increased 15% year-over-year. Before concluding costs rose, the analyst should check for:

Answer: Changes in member enrollment size or demographic mix of the diabetic population

Changes in the size or risk profile of the enrolled population can distort PMPM trends independent of actual per-member cost changes.

A hospital's Patient Safety Indicator 90 (PSI 90) composite score is used by CMS in which value-based program?

Answer: Hospital-Acquired Condition Reduction Program (HACRP)

PSI 90 is used in the Hospital-Acquired Condition Reduction Program (HACRP), where poor performance results in a 1% payment penalty.