Abstract
OBJECTIVE: To assess the interaction between leisure-time physical activity (LTPA) and occupational activity (OA) on the prevalence of obesity.
DESIGN: Secondary data analysis of a population based cross-sectional US national sample (NHANES III).
SUBJECTS: A total of 4889 disease-free, currently employed adults over age 20 y.
MEASUREMENTS: Subjects body mass index (BMI) was categorized as (1) obese (BMI≥30 kg/m2), or (2) non-obese (BMI<30 kg/m2). LTPA was divided into four categories: (1) no LTPA; (2) irregular LTPA; (3) regular moderate intensity LTPA; and (4) regular vigorous intensity LTPA. OA was grouped as (1) high OA and (2) low OA. Age, gender, race–ethnicity, smoking status, urbanization classification, alcohol consumption and income were statistically controlled.
RESULTS: In all, 16.8% (s.e. 0.7) of the total subject population were obese (15.1% (s.e. 1.1) of men and 19.1% (s.e. 1.1) of women). Logistic regression revealed that compared to those who engage in no LTPA and have low levels of OA, the likelihood of being obese is 42% (95% CI 0.35, 0.96) lower for those who engage in no LTPA and have high OA, 48% (95% CI 0.32, 0.83) lower for those who have irregular LTPA and have high levels of OA, and about 50% lower for all those who have regular LTPA through moderate or vigorous activity levels regardless of OA level.
CONCLUSION: When considering disease free adults above 20 y of age employed in high and low activity occupations, a high level of occupational activity is associated with a decreased likelihood of being obese.
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References
US Department of Health and Human Services . Healthy people 2010 (Conference edition in two volumes) US Department of Health and Human Services: Washington, DC; January 2000.
Kuczmarski RJ, Flegal KM, Campbell SM, Johnson CL . Increasing prevalence of overweight among US adults. The National Health and Nutrition Examination Surveys, 1960 to 1991 JAMA 1994 272: 205–211.
US Department of Health and Human Services . National Health and Nutrition Examination Survey III 1988–94 US Department of Health and Human Services Centers for Disease Control and Prevention National Center for Health Statistics: Hyattsville, MD 1997.
Kannel WB . Blood pressure as a cardiovascular risk factor JAMA 1996 275: 1571–1576.
DeFronzo RA, Ferrannini E . Insulin resistance: a multifaceted syndrome responsible for NIDDM, obesity, hypertension, dyslipidemia, and atherosclerotic cardiovascular disease Diabetes Care 1991 14: 173–194.
Helmrich SP, Ragland DR, Leung RW, Paffenbarger RS Jr . Physical activity and reduced occurrence of non-insulin-dependent diabetes mellitus New Engl J Med 1991 325: 147–152.
Joffres MR, Titanich KL, Hessel PA . The Alberta Heart Health Survey: methods and results Can J Cardiol 1993 9: 300–308.
Flegal KM . The obesity epidemic in children and adults: current evidence and research issues Med Sci Sports Exerc 1999 31: S509–514.
Colditz GA . Economic costs of obesity and inactivity Med Sci Sports Exerc 1999 31: S663–667.
DiPietro L . Physical activity in the prevention of obesity: current evidence and research issues Med Sci Sports Exerc 1999 31: S542–546.
Williamson DF, Madans J, Anda RF, Kleinman JC, Kahn HS, Byers T . Recreational physical activity and ten-year weight change in a US national cohort Int J Obes Relat Metab Disord 1993 17: 279–286.
Paffenbarger RS Jr, Wing AL, Hyde RT . Physical activity as an index of heart attack risk in college alumni Am J Epidemiol 1978 108: 161–175.
Paffenbarger RS Jr, Hyde RT, Wing AL, Steinmetz CH . A natural history of athleticism and cardiovascular health JAMA 1984 252: 491–495.
Paffenbarger RS Jr, Hyde RT, Wing AL, Hsieh CC . Physical activity, all-cause mortality, and longevity of college alumni New Engl J Med 1986 314: 605–613.
Paffenbarger RS Jr, Hyde RT, Wing AL, Lee I-M, Jung DL, Kampert JB . The association of changes in physical-activity level and other lifestyle characteristics with mortality among men New Engl J Med 1993 328: 538–545.
Lee I-M, Hsieh CC, Paffenbarger RS Jr . Exercise intensity and longevity in men. The Harvard Alumni Health Study JAMA 1995 273: 1179–1184.
Morris JN, Everitt MG, Pollard R, Chave SP, Semmence AM . Vigorous exercise in leisure-time: protection against coronary heart disease Lancet 1980 ii: 1207–1210.
Leon AS, Connett J, Jacobs DR, Rauramaa R . Leisure-time physical activity levels and risk of coronary heart disease and death JAMA 1987 258: 2388–2395.
Morris JN, Heady JA, Raffle PA, Roberts CG, Parks JW . Coronary heart-disease and physical activity of work Lancet 1953 ii: 1053–1057.
Dorn JP, Cerny FJ, Epstein LH, Naughton J, Vena JE, Warren Winkelstien J, Schisterman E, Trevisan M . Work and leisure time physical activity and mortality in men and women from a general population sample Ann Epidemiol 1999 9: 366–373.
Paffenbarger RS, Hale WE . Work activity and coronary heart mortality New Engl J Med 1975 292: 545–550.
Stender M, Hense HW, Doring A, Keil U . Physical activity at work and cardiovascular disease risk: results from the MONICA Augsburg study Int J Epidemiol 1993 22: 644–650.
Garabrant DH, Peters JM, Mack TM, Bernstein L . Job activity and colon cancer risk Am J Epidemiol 1984 119: 1005–1014.
Gerhardsson M, Norell SE, Kiviranta H, Pedersen NL, Ahlbom A . Sedentary jobs and colon cancer Am J Epidemiol 1986 123: 775–780.
Vena JE, Graham S, Zielezny M, Swanson MK, Barnes RE, Nolan J . Lifetime occupational exercise and colon cancer Am J Epidemiol 1985 122: 357–365.
Liira JP, Shannon HS, Chambers LW, Haines TA . Long-term back problems and physical work exposures in the 1990 Ontario Health Survey Am J Public Health 1996 86: 382–387.
National Center for Health Statistics . Plan and operation of the Third National Health and Nutrition Examination Survey, 1988–94. Vital and health statistics, series 1, no.32 US Department of Health and Human Services, Public Health Service, Centers for Disease Control and Prevention, National Center for Health Statistics: Hyattsville, MD; 1988–1994
Ainsworth BE, Haskell WL, Leon AS Jr, Montoye HJ, Sallis JF, Paffenbarger RS Jr . Compendium of physical activities: classification of energy costs of human physical activities Med Sci Sports Exerc 1993 25: 71–80.
Pate RR, Pratt M, Blair SN, Haskell WL, Marcera CA, Bouchard C, Buchner D, Ettinger W, Heath GW, King AC, Kriska A, Leon AS, Marcus BH, Morris J, Paffenbarger RS, Patrick K, Pollock ML, Rippe JM, Sallis J, Wilmore JH . Physical activity and public health: a recommendation from the Centers for Disease Control and Prevention and the American College of Sports Medicine JAMA 1995 273: 402–407.
US Department of Health and Human Services . Physical activity and health: a report of the Surgeon General US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion: Atlanta, GA 1996.
US Bureau of the Census . Alphabetical index of occupations and industries US Bureau of the Census: Washington, DC 1980.
US Department of Labor . Standard occupational classification Bureau of Labor Statistics: Washington, DC 1998.
US Department of Labor . Occupational outlook handbook Bureau of Labor Statistics: Washington, DC 1999.
World Health Organization . Obesity: preventing and managing the global epidemic World Health Organization: Geneva 1997.
Shah BV, Barnwell BG, Bieler GS . SUDAAN User's Manual, Release 7.5. Research Triangle Institute: Research Triangle Park, NC 1997.
SAS Institute Inc . SAS/STAT User's Manual, Version 6 SAS Institute Inc.: Cary, NC 1989.
National Center for Health Statistics, Benson V, Marano M . Current estimates from the National Health Interview Survey, 1992. Vital and health statistics, series 10, no. 189. US Department of Health and Human Services, Public Health Service, Centers for Disease Control and Prevention, National Center for Health Statistics: Hyattsville, MD 1992.
Crespo CJ, Keteyian SJ, Heath GW, Sempos CT . Leisure-time physical activity among US adults. Results from the Third National Health and Nutrition Examination Survey Arch Intern Med 1996 156: 93–98.
Crespo CJ, Ainsworth BE, Deteyian SJ, Heath GW, Smit E . Prevalence of physical inactivity and its relation to social class in US adults: results from the Third National Health and Nutrition Examination Survey, 1988–1994 Med Sci Sports Exerc 1999 31: 1821–1827.
Rosmond R, Lapidus L, Bjorntorp P . The influence of occupational and social factors on obesity and body fat distribution in middle-aged men Int J Obes Relat Metab Disord 1996 20: 599–607.
Brunner D, Manelis G, Modan M, Levin S . Physical activity at work and the incidence of myocardial infarction, angina pectoris and death due to ischemic heart disease. An epidemiological study in Israeli collective settlements (Kibbutzim) J Chron Dis 1974 27: 217–233.
Slattery ML, Jacobs DR Jr, Nichaman MZ . Leisure time physical activity and coronary heart disease death. The US Railroad Study Circulation 1989 79: 304–311.
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King, G., Fitzhugh, E., Bassett Jr, D. et al. Relationship of leisure-time physical activity and occupational activity to the prevalence of obesity. Int J Obes 25, 606–612 (2001). https://doi.org/10.1038/sj.ijo.0801583
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DOI: https://doi.org/10.1038/sj.ijo.0801583
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