Lifestyle and cardiovascular disease in middle-aged British men: the effect of adjusting for within-person variation.
Abstract
Aims To examine the effect that within-person variation has on the estimated risk associations between cigarette smoking, physical inactivity, and increased body mass index (BMI) and the development of cardiovascular disease (CVD) in middle-aged British men. Methods and results In total, 6452 men aged 40-59 with no prior evidence of CVD were followed for major CVD events (fatal/non-fatal myocardial infarction or stroke) and all-cause mortality over 20 years; lifestyle characteristics were ascertained at regular points throughout the study. A major CVD event within the first 20 years was observed in 1194 men (18.5%). Use of baseline assessments of cigarette smoking and physical activity in analyses resulted in underestimation of the associations between average cumulative exposure to these factors and major CVD risk. After correction for within-person variation, major CVD rates were over four times higher for heavy smokers (> or =40 cigarettes/day) compared with never smokers and three times higher for physically inactive men compared with moderately active men. Major CVD risk increased by 6% for each 1 kg/m(2) increase in usual BMI. If all men had experienced the risk levels of the men who had never regularly smoked cigarettes, were moderately active, and had a BMI of Conclusion Failure to take account of within-person variation can lead to underestimation of the importance of lifestyle characteristics in determining CVD risk. Primary prevention through lifestyle modification…
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The study did not adjust BMI SD for within-person variation because studies with multiple BMI measurements have not found evidence for substantial within-person variability in BMI.
“We did not adjust the SD of BMI for within-person variations in body weight, because studies with multiple BMI measurements have not found evidence for substantial within-person variability in BMI [9].”
From The Preventable Causes of Death in the United States: Comparative Risk Assessment of Dietary, Lifestyle, and Metabolic Risk Factors (2009) · cites this paper as [9]
The study did not adjust alcohol and physical activity distributions for within-person variation because few prospective studies with multiple measurements provide reliable evidence for the relationship between one-off and usual exposure distributions.
“We also did not adjust the distributions of alcohol use and physical activity, because there were very few prospective studies with multiple measurements to provide reliable evidence for the relationship between one-off and usual exposure distributions [9], [10].”
From The Preventable Causes of Death in the United States: Comparative Risk Assessment of Dietary, Lifestyle, and Metabolic Risk Factors (2009) · cites this paper as [9]
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References 50 · Cited by 50
- Authors
- Emberson, J. R., Whincup, P. H., Morris, R. W., Wannamethee, S. G., & Shaper, A. G.
- Affiliations
- The Royal Free Hospital (GB)
- University of Bristol (GB)
- Corresponding author
- Emberson, Jonathan Robert
- Venue
- European Heart Journal
- Publisher
- Oxford University Press (OUP)
- Published
- 2005-04-08
- Volume
- 26
- Issue
- 17
- Pages
- 1774-1782
- ISSN
- 0195-668X (ISSN-L)
- 1522-9645
- OpenAlex
- W2136384958
- Cited by
- 50
- References
- 50
- Citations by year
- 2026: 3 · 2025: 1 · 2024: 1 · 2022: 1 · 2021: 1 · 2020: 1 · 2019: 2 · 2018: 2 · 2017: 1 · 2015: 2 · 2014: 3 · 2013: 1 · 2012: 3
- FWCI
- 2.06
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Heart Journal (publishedVersion)
- PubMed (publishedVersion)
- Explore Bristol Research (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- HighWire Press Open Archive (submittedVersion)
- Bristol Research (University of Bristol) (submittedVersion)
- Funders
- British Heart Foundation
- European Society of Cardiology
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
- Health Sciences › Health Professions › General Health Professions › Health and Lifestyle Studies
- Keywords
- cardiovascular disease, within-person variability, lifestyle risk factors, cigarette smoking, physical inactivity, body mass index, myocardial infarction, stroke, all-cause mortality, middle-aged men, cumulative exposure, lifestyle modification, primary prevention
- MeSH terms
- Cardiovascular Diseases, Epidemiologic Methods, United Kingdom, Humans, Life Style, Male, Middle Aged, Motor Activity, Smoking, Body Mass Index
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