Data Analysis & Reporting Flashcards
7 cards from real ACC practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Data Analysis & Reporting flashcards as text
Which of the following BEST describes a 'cohort analysis' in the context of activity programming?
Answer: Tracking a specific group of residents over time to observe participation patterns
Cohort analysis follows a defined group of residents (e.g., those admitted in the same quarter) over time to identify trends and outcomes in their participation.
A facility wants to evaluate whether a new music therapy program improved cognitive engagement scores. Which study design is MOST rigorous?
Answer: Pre- and post-intervention assessment comparison for enrolled residents
Comparing standardized assessments before and after the intervention allows direct measurement of change attributable to the music therapy program.
In activity reporting, 'incidence' refers to:
Answer: The number of new occurrences (e.g., new non-participators) over a specific time period
Incidence measures new cases or events within a defined time period, distinguishing it from prevalence which captures all existing cases at one moment.
A consultant presents monthly activity data to the Quality Assurance and Performance Improvement (QAPI) committee. The PRIMARY purpose of this reporting is to:
Answer: Drive facility-wide accountability and evidence-based improvements
QAPI reporting is designed to drive ongoing, evidence-based quality improvement across the facility using data to identify problems and track solutions.
Which term describes the minimum acceptable level of activity participation established by a facility as a performance target?
Answer: Threshold
A threshold is a predetermined performance target that defines the minimum acceptable standard for measuring program success or triggering review.
When a resident's care plan documents 'will attend 3 group activities per week,' this goal functions as which type of measure in activity reporting?
Answer: Outcome measure
Attendance frequency goals reflect observable results of the care plan interventions, making them outcome measures that capture what the resident achieves.
An activity director notices that fall incident reports spike on days when large group programming is scheduled. Which analytical approach should be used NEXT?
Answer: Conduct a stratified analysis comparing fall rates on high vs. low activity days
Stratifying data to compare fall rates across different programming conditions tests whether a true relationship exists before drawing conclusions or taking action.