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Measures of physical activity and their correlates: The Swedish National March Cohort

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Abstract

We compared the results of self-estimates of physical activity obtained with a novel instrument (the Energy Expenditure Questionnaire, EEQ) to those obtained from questions typically asked in epidemiological investigations (reference method) in a cohort of 42,150 Swedish men and women, aged 18–94. In the EEQ, participants were asked to report total physical activity by estimating the total time during a typical day and night spent on different physical activity intensity levels from the lowest (corresponding to lying in bed, 0.9 Metabolic Energy Turnover; MET) to the highest, (exceeding the intensity of to shovelling snow by hand, i.e., >6 MET). As a comparison, they also estimated hours per week devoted to household chores, commuting and leisure time physical activities classified as; light, moderate and heavy. The average physical activity estimated with the EEQ was 1.36 MET or 32.6 METh/day or 2,341 kcal/day. In comparison, physical activity estimated with the reference method represented no more than 17% of this amount. The Spearman’s correlation coefficient between the two measures was 0.26. Using EEQ, men reported significantly more physical activity than women (mean = 36.3 vs. 30.6 METh/day). Body mass index (BMI) ≥ 25, education ≥ 12 years, and age ≥ 60 years were significantly associated with lower physical activity. Questions focusing on leisure time exercise and a few other selected activities provide estimates of activity that correlate poorly with self-reported total energy output from all physical activity and inactivity. Investigators need to be more explicit about which component of activity they investigate.

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References

  1. IARC. IARC handbooks of cancer prevention: weight control and physical activity. Lyon: IARC Press; 2002.

    Google Scholar 

  2. CDC. Physical activity and health: a report of the surgeon general. Atlanta, GA: USA: US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, 1996.

  3. Tanasescu M, Leitzmann MF, Rimm EB, Willett WC, Stampfer MJ, Hu FB. Exercise type and intensity in relation to coronary heart disease in men. JAMA. 2002;288:1994–2000. doi:10.1001/jama.288.16.1994.

    Article  PubMed  Google Scholar 

  4. Samad AK, Taylor RS, Marshall T, Chapman MA. A meta-analysis of the association of physical activity with reduced risk of colorectal cancer. Colorectal Dis. 2005;7:204–13. doi:10.1111/j.1463-1318.2005.00747.x.

    Article  PubMed  CAS  Google Scholar 

  5. Monninkhof EM, Elias SG, Vlems FA, van der Tweel I, Schuit AJ, Voskuil DW, et al. Physical activity and breast cancer: a systematic review. Epidemiology. 2007;18:137–57. doi:10.1097/01.ede.0000251167.75581.98.

    Article  PubMed  Google Scholar 

  6. LaMonte MJ, Blair SN, Church TS. Physical activity and diabetes prevention. J Appl Physiol. 2005;99:1205–13. doi:10.1152/japplphysiol.00193.2005.

    Article  PubMed  Google Scholar 

  7. Thune I, Furberg AS. Physical activity and cancer risk: dose-response and cancer, all sites and site-specific. Med Sci Sports Exerc. 2001;33:S530–50. doi:10.1097/00005768-200106001-00025. discussion S609-10.

    Article  PubMed  CAS  Google Scholar 

  8. Matthews CE, Ockene IS, Freedson PS, Rosal MC, Merriam PA, Hebert JR. Moderate to vigorous physical activity and risk of upper-respiratory tract infection. Med Sci Sports Exerc. 2002;34:1242–8. doi:10.1097/00005768-200208000-00003.

    Article  PubMed  Google Scholar 

  9. Lagerros YT, Lagiou P. Assessment of physical activity and energy expenditure in epidemiological research of chronic diseases. Eur J Epidemiol. 2007;22:353–62. doi:10.1007/s10654-007-9154-x.

    Article  PubMed  Google Scholar 

  10. Levine JA. Nonexercise activity thermogenesis–liberating the life-force. J Intern Med. 2007;262:273–87. doi:10.1111/j.1365-2796.2007.01842.x.

    Article  PubMed  CAS  Google Scholar 

  11. Magnusson CM, Roddam AW, Pike MC, Chilvers C, Crossley B, Hermon C, et al. Body fatness and physical activity at young ages and the risk of breast cancer in premenopausal women. Br J Cancer. 2005;93:817–24. doi:10.1038/sj.bjc.6602758.

    Article  PubMed  CAS  Google Scholar 

  12. Li TY, Rana JS, Manson JE, Willett WC, Stampfer MJ, Colditz GA, et al. Obesity as compared with physical activity in predicting risk of coronary heart disease in women. Circulation. 2006;113:499–506. doi:10.1161/CIRCULATIONAHA.105.574087.

    Article  PubMed  Google Scholar 

  13. Kalter-Leibovici O, Wainstein J, Ziv A, Harman-Bohem I, Murad H, Raz I. Clinical, socioeconomic, and lifestyle parameters associated with erectile dysfunction among diabetic men. Diabetes Care. 2005;28:1739–44. doi:10.2337/diacare.28.7.1739.

    Article  PubMed  Google Scholar 

  14. Weller I, Corey P. The impact of excluding non-leisure energy expenditure on the relation between physical activity and mortality in women. Epidemiology. 1998;9:632–5. doi:10.1097/00001648-199811000-00012.

    Article  PubMed  CAS  Google Scholar 

  15. Lagerros YT, Mucci LA, Bellocco R, Nyren O, Balter O, Balter KA. Validity and reliability of self-reported total energy expenditure using a novel instrument. Eur J Epidemiol. 2006;21:227–36. doi:10.1007/s10654-006-0013-y.

    Article  PubMed  Google Scholar 

  16. McTiernan A, Kooperberg C, White E, Wilcox S, Coates R, Adams-Campbell LL, et al. Recreational physical activity and the risk of breast cancer in postmenopausal women: the women’s health initiative cohort study. JAMA. 2003;290:1331–6. doi:10.1001/jama.290.10.1331.

    Article  PubMed  CAS  Google Scholar 

  17. Godin G, Shephard RJ. A simple method to assess exercise behavior in the community. Can J Appl Sport Sci. 1985;10:141–6.

    PubMed  CAS  Google Scholar 

  18. Jacobs DR Jr, Ainsworth BE, Hartman TJ, Leon AS. A simultaneous evaluation of 10 commonly used physical activity questionnaires. Med Sci Sports Exerc. 1993;25:81–91. doi:10.1249/00005768-199301000-00012.

    Article  PubMed  Google Scholar 

  19. Miller DJ, Freedson PS, Kline GM. Comparison of activity levels using the Caltrac accelerometer and five questionnaires. Med Sci Sports Exerc. 1994;26:376–82.

    PubMed  CAS  Google Scholar 

  20. Villeneuve PJ, Morrison HI, Craig CL, Schaubel DE. Physical activity, physical fitness, and risk of dying. Epidemiology. 1998;9:626–31. doi:10.1097/00001648-199811000-00011.

    Article  PubMed  CAS  Google Scholar 

  21. Smith GD, Shipley MJ, Batty GD, Morris JN, Marmot M. Physical activity and cause-specific mortality in the Whitehall study. Public Health. 2000;114:308–15. doi:10.1016/S0033-3506(00)00353-X.

    Article  Google Scholar 

  22. Lamb KL, Brodie DA. Leisure-time physical activity as an estimate of physical fitness: a validation study. J Clin Epidemiol. 1991;44:41–52. doi:10.1016/0895-4356(91)90199-J.

    Article  PubMed  CAS  Google Scholar 

  23. Sequeira MM, Rickenbach M, Wietlisbach V, Tullen B, Schutz Y. Physical activity assessment using a pedometer and its comparison with a questionnaire in a large population survey. Am J Epidemiol. 1995;142:989–99.

    PubMed  CAS  Google Scholar 

  24. Baecke JA, Burema J, Frijters JE. A short questionnaire for the measurement of habitual physical activity in epidemiological studies. Am J Clin Nutr. 1982;36:936–42.

    PubMed  CAS  Google Scholar 

  25. Plan and operation of the Third National Health and Nutrition Examination Survey, 1988-94. Series 1: programs and collection procedures. Vital Health Stat 1. 1994;1:1–407.

  26. Pereira MA, FitzerGerald SJ, Gregg EW, Joswiak ML, Ryan WJ, Suminski RR, et al. A collection of physical activity questionnaires for health-related research. Med Sci Sports Exerc. 1997;29:S1–205. doi:10.1097/00005768-199705001-01074.

    PubMed  CAS  Google Scholar 

  27. Ainsworth BE, Jacobs DR Jr, Leon AS. Validity and reliability of self-reported physical activity status: the lipid research clinics questionnaire. Med Sci Sports Exerc. 1993;25:92–8. doi:10.1249/00005768-199301000-00013.

    Article  PubMed  CAS  Google Scholar 

  28. Albanes D, Conway JM, Taylor PR, Moe PW, Judd J. Validation and comparison of eight physical activity questionnaires. Epidemiology. 1990;1:65–71. doi:10.1097/00001648-199001000-00014.

    Article  PubMed  CAS  Google Scholar 

  29. Ainsworth BE, Haskell WL, Leon AS, Jacobs DR Jr, Montoye HJ, Sallis JF, et al. Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc. 1993;25:71–80. doi:10.1249/00005768-199301000-00011. See comments.

    Article  PubMed  CAS  Google Scholar 

  30. Eaker S, Bergstrom R, Bergstrom A, Adami HO, Nyren O. Response rate to mailed epidemiologic questionnaires: a population-based randomized trial of variations in design and mailing routines. Am J Epidemiol. 1998;147:74–82.

    PubMed  CAS  Google Scholar 

  31. Feveile H, Olsen O, Hogh A. A randomized trial of mailed questionnaires versus telephone interviews: response patterns in a survey. BMC Med Res Methodol. 2007;7:27. doi:10.1186/1471-2288-7-27.

    Article  PubMed  Google Scholar 

  32. Hazell ML, Morris JA, Linehan MF, Frank PI, Frank TL. Factors influencing the response to postal questionnaire surveys about respiratory symptoms. Prim Care Respir J 2008 (in press).

  33. Orsini N, Bellocco R, Bottai M, Hagstromer M, Sjostrom M, Pagano M, et al. Validity of self-reported total physical activity questionnaire among older women. Eur J Epidemiol. 2008;23:661–7. doi:10.1007/s10654-008-9273-z.

    Article  PubMed  Google Scholar 

  34. Klesges RC, Eck LH, Mellon MW, Fulliton W, Somes GW, Hanson CL. The accuracy of self-reports of physical activity. Med Sci Sports Exerc. 1990;22:690–7. doi:10.1249/00005768-199010000-00022.

    Article  PubMed  CAS  Google Scholar 

  35. Pols MA, Peeters PH, Ocke MC, Bueno-de-Mesquita HB, Slimani N, Kemper HC, et al. Relative validity and repeatability of a new questionnaire on physical activity. Prev Med. 1997;26:37–43. doi:10.1006/pmed.1996.9995.

    Article  PubMed  CAS  Google Scholar 

  36. Gal DL, Santos AC, Barros H. Leisure-time versus full-day energy expenditure: a cross-sectional study of sedentarism in a Portuguese urban population. BMC Public Health. 2005;5:16. doi:10.1186/1471-2458-5-16.

    Article  PubMed  Google Scholar 

  37. Orsini N, Bellocco R, Bottai M, Pagano M, Wolk A. Correlates of total physical activity among middle-aged and elderly women. Int J Behav Nutr Phys Act. 2007;4:16. doi:10.1186/1479-5868-4-16.

    Article  PubMed  Google Scholar 

  38. Trost SG, Owen N, Bauman AE, Sallis JF, Brown W. Correlates of adults’ participation in physical activity: review and update. Med Sci Sports Exerc. 2002;34:1996–2001. doi:10.1097/00005768-200212000-00020.

    Article  PubMed  Google Scholar 

  39. Wilcox S, Castro C, King AC, Housemann R, Brownson RC. Determinants of leisure time physical activity in rural compared with urban older and ethnically diverse women in the United States. J Epidemiol Commun Health. 2000;54:667–72. doi:10.1136/jech.54.9.667.

    Article  CAS  Google Scholar 

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Acknowledgments

We would like to express sincere gratitude to Cancerfonden and volunteers who worked with the National March. We also would like to thank ICA AB and Ericsson for financial support and Statistics Sweden for scanning the questionnaires.

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Correspondence to Ylva Trolle Lagerros.

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Lagerros, Y.T., Bellocco, R., Adami, HO. et al. Measures of physical activity and their correlates: The Swedish National March Cohort. Eur J Epidemiol 24, 161–169 (2009). https://doi.org/10.1007/s10654-009-9327-x

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