Performance Improvement and Data Analytics Flashcards

What is the primary purpose of a balanced scorecard in healthcare leadership?

Answer: To measure performance across financial, patient, process, and learning perspectives

A balanced scorecard measures performance across financial, customer/patient, internal process, and learning/growth dimensions to provide a comprehensive organizational view.

Which tool is most commonly used to identify the root cause of a quality problem in healthcare?

Answer: Fishbone (Ishikawa) Diagram

The Fishbone (Ishikawa) diagram visually maps potential causes of a problem across categories to help teams identify root causes systematically.

In the Plan-Do-Study-Act (PDSA) cycle, what occurs during the 'Study' phase?

Answer: Analyzing results and comparing them to predictions

The Study phase involves analyzing data collected during the Do phase and comparing actual results to predicted outcomes to determine if the change worked.

What does the term 'benchmarking' mean in healthcare performance improvement?

Answer: Comparing performance against best practices or industry standards to identify improvement opportunities

Benchmarking involves comparing an organization's performance metrics against industry standards or high-performing peers to identify gaps and opportunities.

Which metric measures hospital efficiency by reflecting the relative complexity and resource requirements of the patient population?

Answer: Case mix index

Case mix index reflects the average complexity and resource intensity of a hospital's patient population, enabling efficiency comparisons adjusted for patient acuity.

What is the purpose of a run chart in healthcare quality improvement?

Answer: To display data over time to detect trends, shifts, or patterns

A run chart plots data points over time, allowing leaders to visually detect trends, cycles, or shifts in a process before formal statistical analysis.

Which of the following best describes key performance indicators (KPIs) in healthcare?

Answer: Measurable values that demonstrate how effectively an organization is achieving key objectives

KPIs are quantifiable measures that evaluate the success of an organization in meeting its performance objectives across clinical, financial, and operational domains.