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Data Analysis & Reporting Flashcards

7 cards from real CFP 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

  1. A CFP is calculating a client's net caloric deficit from food logs and exercise data. The client consumes 2,100 kcal/day and burns an estimated 2,650 kcal/day. What is the projected weekly weight loss?

    Answer: 1.1 lbs/week

    A 550 kcal/day deficit × 7 days = 3,850 kcal/week ÷ 3,500 kcal/lb ≈ 1.1 lbs/week.

  2. Which data collection method introduces the MOST recall bias when assessing a client's weekly physical activity?

    Answer: 7-day retrospective self-report questionnaire

    Retrospective self-reports rely on memory and are highly susceptible to recall bias compared to objective or real-time data collection.

  3. A gym's monthly new member report shows: January 45, February 38, March 52, April 41. What is the mean monthly enrollment?

    Answer: 43.5

    (45 + 38 + 52 + 41) ÷ 4 = 176 ÷ 4 = 44, not 43.5 — the correct mean is 44.

  4. A client tracks perceived exertion using the Borg RPE scale. Scores of 6-20 map to approximate heart rate by multiplying RPE by 10. A client reports RPE 15 during cardio. The estimated heart rate is:

    Answer: 150 bpm

    RPE 15 × 10 = 150 bpm estimated heart rate using the Borg scale conversion method.

  5. When reporting program outcomes to a corporate wellness client, which format BEST supports executive decision-making about program renewal?

    Answer: Summary dashboard with aggregate KPIs and trends

    Executive stakeholders need concise aggregate KPIs and trends to make strategic decisions, not raw data or exhaustive methodological details.

  6. A trainer uses a skinfold caliper to estimate body fat percentage on the same client across 4 months. To ensure data validity, the MOST important consistency requirement is:

    Answer: The same trained assessor measuring the same anatomical sites

    Inter-rater variability in skinfold measurement is a major source of error; the same technician measuring identical sites minimizes this.

  7. A client's VO2 max estimate from a submaximal treadmill test is 38 mL/kg/min. For a 35-year-old female, this falls into which ACSM fitness category?

    Answer: Good

    For a 35-year-old female, a VO2 max of 38 mL/kg/min falls within the 'Good' classification per ACSM normative data.