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Data Analysis & Reporting Flashcards

7 cards from real ABCS practice questions. Tap to flip, then mark Knew It or Still Learning โ€” missed cards come back until you master them.

Read the first 7 Data Analysis & Reporting flashcards as text
  1. A cosmetic surgery practice implements a new pre-operative checklist. To measure its impact on complication rates, which study design provides the strongest causal evidence?

    Answer: Randomized controlled trial

    An RCT randomly assigns patients to intervention and control groups, providing the strongest evidence for causal inference.

  2. In a PDCA (Plan-Do-Check-Act) quality cycle for a cosmetic surgery practice, the 'Check' phase primarily involves which data activity?

    Answer: Analyzing outcomes data to evaluate whether the change worked

    The 'Check' phase involves measuring and analyzing results to determine if the intervention achieved the intended improvement.

  3. When a cosmetic surgeon reports patient-reported outcomes (PROs), which instrument is most validated for assessing aesthetic surgery satisfaction?

    Answer: FACE-Q

    FACE-Q is a rigorously developed and validated PRO instrument specifically designed for facial aesthetic surgery patients.

  4. A practice's data shows that patient satisfaction scores are significantly lower for procedures performed on Fridays. This finding most likely represents which analytical concept?

    Answer: Confounding

    Day-of-week effects may be confounded by factors like staff fatigue, case complexity scheduling, or staffing patterns that affect both scheduling and outcomes.

  5. Which reporting format is most appropriate for communicating complex surgical outcomes data to non-clinician administrative stakeholders in an ABCS quality review?

    Answer: Executive dashboard with visual KPIs and narrative summary

    Executive dashboards with visual KPIs translate complex clinical data into accessible, actionable summaries for non-clinical audiences.

  6. A surgeon wants to track the proportion of patients achieving a 'clinically meaningful improvement' after facelift surgery. What is the most appropriate statistical approach?

    Answer: Determine the minimal clinically important difference (MCID) threshold and report the proportion exceeding it

    The MCID defines the smallest change that patients perceive as beneficial; reporting the proportion exceeding this threshold is more clinically meaningful than average change.

  7. In cosmetic surgery registry data, 'loss to follow-up' is most problematic because it can introduce which type of bias?

    Answer: Attrition bias

    Attrition bias occurs when patients who drop out differ systematically from those who remain, skewing outcomes data.