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Updated: May 25, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Importance of questionnaire context for a physical activity question
M E Jørgensen1, M R Sørensen, O Ekholm
1Department of Epidemiology, Steno Diabetes Center, Gentofte, Denmark.
Questionnaire design significantly impacts physical activity reporting. Minor changes in question wording and order can alter how adults report their moderate physical activity levels and meeting health recommendations.
Area of Science:
- Public Health
- Epidemiology
- Survey Methodology
Background:
- Accurate physical activity data is crucial for public health surveillance and interventions.
- Previous research indicates question order and wording affect survey responses, but this is unconfirmed for physical activity.
- Understanding these influences is vital for reliable physical activity assessment.
Purpose of the Study:
- To investigate the impact of different question formulations and order on self-reported physical activity.
- To assess how questionnaire context influences responses in a population-based health interview survey.
Main Methods:
- A population-based health interview survey was conducted with four random samples of 1000 adults each.
- Variations in question wording were introduced in samples 1-3.
- The physical activity question's placement (end of questionnaire) was manipulated in sample 4.
Main Results:
- Mean daily moderate physical activity varied significantly across samples (57–100 min/day).
- Question order affected reported minutes of moderate-intensity physical activity and meeting recommendations.
- Differences in question formulation were linked to variations in reporting physical inactivity.
Conclusions:
- Questionnaire context, including wording and order, substantially influences self-reported physical activity.
- These findings highlight the need for systematic testing of question variations in physical activity questionnaire validation.
- Optimizing survey design is essential for accurate public health surveillance of physical activity.
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