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Updated: Dec 13, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Well-being, physical activity and long-term conditions: cross-sectional analysis of Health Survey for England 2016
C Harvey1, P Ratcliffe1, M C Gulliford1
1King's College London, School of Population Health and Environmental Sciences, Guy's Campus, London SE1 1UL, UK.
Objectives:
We investigated whether physical activity is associated with greater well-being in people with multiple long-term conditions or limiting long-term illness (LLI).
Study Design:
Cross-sectional analysis of data from the Health Survey for England 2016.
Methods:
The Warwick-Edinburgh mental well-being score (WEMWBS) was evaluated according to number of days per week with >30 min moderate or vigorous activity. LLI and number of long-term conditions were evaluated as effect modifiers, adjusting for age, sex, smoking, body mass index and education. Marginal effects were estimated for female non-smokers, aged 45-54 years.
Results:
Data were analyzed for 5952 adults (female, 3275; male, 2677) including 1104 (19%) with non-limiting long-term illness and 1486 (25%) with LLI. There were 2065 (35%) with 1-2 long-term conditions, 461 (8%) with 3-4 and 58 (1%) with 5-6 long-term conditions. Participants with LLI were less likely to engage in physical activity on 5 or more days per week (LLI, 24%; No LLI, 47%) and more likely to be inactive (LLI, 41%; No LLI 13%). The adjusted marginal mean WEMWBS for inactive participants with no long-term illness was 49.0 (95% confidence interval 48.1 to 50.0), compared with 51.1 (50.4-51.8) if active on 5+ days per week. In LLI, the adjusted marginal mean WEMWBS was 41.6 (40.7-42.5) if inactive but 47.6 (46.6-48.6) if active on 5+ days per week. Similar associations were observed for the number of long-term conditions.
Conclusions:
Physical activity may be associated with greater increments in well-being among people with multiple long-term conditions or LLI than those without.
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