Abstract
Purpose
Body mass index (BMI) and physical activity (PA) affect health-related quality of life (HRQL); however, the long-term impact of youth BMI and PA on adult HRQL is unknown. We investigated the relationship of youth BMI and PA to adult HRQL 22 years later.
Methods
Subjects included 310 participants aged 7 to 18 in the 1981 Canada Fitness Survey, followed up in 2002–2004. The associations of youth BMI and leisure time PA to adult HRQL were examined, comparing to age- and sex-adjusted Canadian SF-36 norms.
Results
Bivariate analyses revealed positive associations between youth overweight and mental aspects of adult HRQL, but little association with physical aspects. In logistic regression adjusting for adult BMI and other covariates, overweight youth were 7 times more likely than healthy weight youth to score at/above the norm on both mental health (MH) and bodily pain, and almost 18 times more likely on the mental component score (MCS). Youth BMI was also positively associated with general health (GH), social functioning, and role emotional. Removing adult BMI from the models led to attenuated associations with mental HRQL and no association with GH. Longitudinal BMI status change was explored, and findings supported the main regression results. Youth PA was not associated with adult HRQL.
Conclusions
Youth overweight conveyed a long-term positive impact on several aspects of adult HRQL, and this impact may be both direct and indirect through BMI change and the effect on adult BMI. Youth PA had no long-term impact on adult HRQL.
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Abbreviations
- HRQL:
-
Health-related quality of life
- BMI:
-
Body mass index
- PA:
-
Physical activity
- CFS:
-
Canada Fitness Survey
- CSWB:
-
Campbell Survey of Wellbeing
- PALS:
-
Physical Activity Longitudinal Study
- SF-36:
-
Medical Outcomes Study Short Form 36
- KKD:
-
Kilocalories kilogram−1 day−1
- SD:
-
Standard deviation
- OR:
-
Odds ratio
- CI:
-
Confidence interval
- PF:
-
Physical functioning
- RP:
-
Role physical
- BP:
-
Bodily pain
- GH:
-
General health
- VT:
-
Vitality
- SF:
-
Social functioning
- RE:
-
Role emotional
- MH:
-
Mental health
- PCS:
-
Physical component summary
- MCS:
-
Mental component summary
References
Haslam, D. W., & James, W. P. (2005). Obesity. Lancet, 366, 1197–1209.
Bouchard, C., Blair, S. N., & Haskell, W. L. (Eds.). (2007). Physical activity and health. Champaign, IL: Human Kinetics.
Warburton, D., Katzmarzyk, P. T., Rhodes, R. E., & Shephard, R. J. (2007). Evidence-informed physical activity guidelines for Canadian adults. Applied Physiology, Nutrition, and Metabolism, 32, S16–S68.
Statistics Canada (2006) Health Indicators, June 2006. Government of Canada, Ottawa, ON, pp. Catalogue No. 82-221-XIE. www.statcan.ca/english/freepub/82-221-XIE/82-221-XIE2006001.htm.
Cameron, C., Wolfe, R., & Craig, C.L. (2007) Physical activity among Canadians: The current situation. In: Physical activity and sport: Encouraging children to be active. Canadian Fitness and Lifestyle Research Institute, Ottawa, ON, pp. 5–31.
Bize, R., Johnson, J. A., & Plotnikoff, R. C. (2007). Physical activity level and health-related quality of life in the general adult population: A systematic review. Preventive Medicine, 45, 401–415.
Kolotkin, R. L., Meter, K., & Williams, G. R. (2001). Quality of life and obesity. Obesity Reviews, 2, 219–229.
Hassan, M. K., Joshi, A. V., Madhavan, S. S., & Amonkar, M. M. (2003). Obesity and health-related quality of life: A cross-sectional analysis of the US population. International Journal of Obesity and Related Metabolic Disorders, 27, 1227–1232.
Brown, D. W., Balluz, L. S., Heath, G. W., Moriarty, D. G., Ford, E. S., Giles, W. H., et al. (2003). Associations between recommended levels of physical activity and health-related quality of life Findings from the 2001 Behavioral Risk Factor Surveillance System (BRFSS) survey. Preventive Medicine, 37, 520–528.
Friedlander, S. L., Larkin, E. K., Rosen, C. L., Palermo, T. M., & Redline, S. (2003). Decreased quality of life associated with obesity in school-aged children. Archives of Pediatric and Adolescent Medicine, 157, 1206–1211.
Sagatun, A., Sogaard, A. J., Bjertness, E., Selmer, R., & Heyerdahl, S. (2007). The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15–16-year-old students in the city of Oslo, Norway. BMC Public Health, 7, 155.
Sanchez-Lopez, M., Salcedo-Aguilar, F., Solera-Martinez, M., Moya-Martinez, P., Notario-Pacheco, B., & Martinez-Vizcaino, V. (2008) Physical activity and quality of life in schoolchildren aged 11–13 years of Cuenca, Spain. Scandinavian Journal of Medicine and Science in Sports, 19, 879–884.
Swallen, K. C., Reither, E. N., Haas, S. A., & Meier, A. M. (2005). Overweight, obesity, and health-related quality of life among adolescents: The National Longitudinal Study of Adolescent Health. Pediatrics, 115, 340–347.
Williams, J., Wake, M., Hesketh, K., Maher, E., & Waters, E. (2005). Health-related quality of life of overweight and obese children. Journal of the American Medical Association, 293, 70–76.
Hopman, W. M., Berger, C., Joseph, L., Barr, S. I., Gao, Y., Prior, J. C., et al. (2007). The association between body mass index and health-related quality of life: Data from CaMos, a stratified population study. Quality of Life Research, 16, 1595–1603.
Lopez-Garcia, E., Banegas Banegas, J. R., Gutierrez-Fisac, J. L., Perez-Regadera, A. G., Ganan, L. D., & Rodriguez-Artalejo, F. (2003). Relation between body weight and health-related quality of life among the elderly in Spain. International Journal of Obesity and Related Metabolic Disorders, 27, 701–709.
Jorm, A. F., Korten, A. E., Christensen, H., Jacomb, P. A., Rodgers, B., & Parslow, R. A. (2003). Association of obesity with anxiety, depression and emotional well-being: A community survey. Australian and New Zealand Journal of Public Health, 27, 434–440.
Must, A., & Strauss, R. S. (1999). Risks and consequences of childhood and adolescent obesity. International Journal of Obesity and Related Metabolic Disorders, 23 Suppl 2, S2–S11.
Strong, W. B., Malina, R. M., Blimkie, C. J., Daniels, S. R., Dishman, R. K., Gutin, B., et al. (2005). Evidence based physical activity for school-age youth. Journal of Pediatrics, 146, 732–737.
Wang, F., & Veugelers, P. J. (2008). Self-esteem and cognitive development in the era of the childhood obesity epidemic. Obesity Reviews, 9, 615–623.
Janssen, I., Craig, W. M., Boyce, W. F., & Pickett, W. (2004). Associations between overweight and obesity with bullying behaviors in school-aged children. Pediatrics, 113, 1187–1194.
Story, M. T., Neumark-Stzainer, D. R., Sherwood, N. E., Holt, K., Sofka, D., Trowbridge, F. L., et al. (2002). Management of child and adolescent obesity: Attitudes, barriers, skills, and training needs among health care professionals. Pediatrics, 110, 210–214.
Stephens, T., Craig, C. L., & Ferris, B. F. (1986). Adult physical activity in Canada: Findings from the Canada Fitness Survey I. Canadian Journal of Public Health, 77, 285–290.
Stephens, T., & Craig, C. L. (1990). The well-being of Canadians: Highlights of the 1988 Campbell’s Survey on Well-Being. Ottawa, ON: Canadian Fitness and Lifestyle Research Institute.
Craig, C. L., Gauvin, L., Cragg, S., Katzmarzyk, P. T., Stephens, T., Russell, et al. (2005). Towards a social epidemiological perspective on physical activity and health: The aims, design, and methods of the Physical Activity Longitudinal Study (PALS). Journal of Physical Activity and Health, 2, 272–284.
Cole, T. J., Bellizzi, M. C., Flegal, K. M., & Dietz, W. H. (2000). Establishing a standard definition for child overweight and obesity worldwide: International survey. British Medical Journal, 320, 1240–1243.
World Health Organization. (1998). Obesity. Preventing and managing the global epidemic. Report of a WHO consultation on obesity. World Health Organization, Geneva.
Taylor, H., Jacobs, D. R., Schucker, B., Knudsen, J., Leon, A. S., & DeBacker, G. (1978). A questionnaire for the assessment of leisure time physical activities. Journal of Chronic Diseases, 31, 741–755.
Craig, C. L., Russell, S. J., & Cameron, C. (2002). Reliability and validity of Canada’s Physical Activity Monitor for assessing trends. Medicine and Science in Sports and Exercise, 34, 1462–1467.
Ainsworth, B. E., Haskell, W. L., Whitt, M. C., Irwin, M. L., Swartz, A. M., Strath, S. J., et al. (2000). Compendium of physical activities: An update of activity codes and MET intensities. Medicine and Science in Sports and Exercise, 32(9 Suppl), S498–S504.
Institute of Medicine (2002) Physical Activity. In: Dietary reference intakes: Energy, carbohydrate, fiber, fat, fatty acids, cholesterol, protein, and amino acids (pp. 880–935). Washington, DC: National Academy Press. www.nap.edu/books/0309085373/html.
Ware, J. E., Snow, K. K., Kosinski, M., & Gandek, B. (1993). SF-36 health survey manual and interpretation guide. The Health Institute. Boston, MA: New England Medical Centre.
Ware, J. E., Kosinski, M., & Keller, S. D. (1994). SF-36 Physical and mental health summary scales: A user’s manual. Boston, MA: The Health Institute.
Hopman, W. M., Towheed, T., Anastassiades, T., Tenenhouse, A., Poliquin, S., Berger, C., et al. (2000). Canadian normative data for the SF-36 health survey. Canadian Multicentre Osteoporosis Study research group. Canadian Medical Association Journal, 163, 265–271.
Wadden, T. A., Foster, G. D., Stunkard, A. J., & Linowitz, J. R. (1989). Dissatisfaction with weight and figure in obese girls: Discontent but not depression. International Journal of Obesity, 13, 89–97.
Hopman, W. M., Berger, C., Joseph, L., Towheed, T., VandenKerkhof, E., Anastassiades, T., et al. (2006). The natural progression of health-related quality of life: Results of a five-year prospective study of SF-36 scores in a normative population. Quality of Life Research, 15, 527–536.
Lucas, A., Fewtrell, M. S., & Cole, T. J. (1999). Fetal origins of adult disease—The hypothesis revisited. British Medical Journal, 319, 245–249.
Tu, Y. K., West, R., Ellison, G. T. H., & Gilthorpe, M. S. (2005). Why evidence for the fetal origins of adult disease might be a statistical artifact: The “reversal paradox” for the relation between birth weight and blood pressure in later life. American Journal of Epidemiology, 161, 27–32.
Tu, Y. K., Gunnell, D., & Gilthorpe, M. S. (2008). Simpson’s paradox, Lord’s paradox, and suppression effects are the same phenomenon—The reversal paradox. Emerging Themes in Epidemiology, 5, 2. doi:10.1186/1742-7622-5-2.
Herman, K. M., Craig, C. L., Gauvin, L., & Katzmarzyk, P. T. (2009). Tracking of obesity and physical activity from childhood to adulthood: The Physical Activity Longitudinal Study. International Journal of Pediatric Obesity, 4, 281–288.
Doll, H. A., Petersen, S. E., & Stewart-Brown, S. L. (2000). Obesity and physical and emotional well-being: Associations between body mass index, chronic illness, and the physical and mental components of the SF-36 questionnaire. Obesity Research, 8, 160–170.
Ni Mhurchu, C., Bennett, D., Lin, R., Hackett, M., Jull, A., & Rodgers, A. (2004). Obesity and health-related quality of life: Results from a weight loss trial. New Zealand Medical Journal, 117, U1211.
Huang, I. C., Frangakis, C., & Wu, A. W. (2006). The relationship of excess body weight and health-related quality of life: Evidence from a population study in Taiwan. International Journal of Obesity, 30, 1250–1259.
Larsson, U., Karlsson, J., & Sullivan, M. (2002). Impact of overweight and obesity on health-related quality of life—A Swedish population study. International Journal of Obesity and Related Metabolic Disorders, 26, 417–424.
Brown, W. J., Mishra, G., Lee, C., & Bauman, A. (2000). Leisure time physical activity in Australian women: Relationship with well being and symptoms. Research Quarterly in Exercise and Sport, 71, 206–216.
Lee, C., & Russell, A. (2003). Effects of physical activity on emotional well-being among older Australian women: Cross-sectional and longitudinal analyses. Journal of Psychosomatic Research, 54, 155–160.
Morimoto, T., Oguma, Y., Yamazaki, S., Sokejima, S., Nakayama, T., & Fukuhara, S. (2006). Gender differences in effects of physical activity on quality of life and resource utilization. Quality of Life Research, 15, 537–546.
Vuillemin, A., Boini, S., Bertrais, S., Tessier, S., Oppert, J. M., Hercberg, S., et al. (2005). Leisure time physical activity and health-related quality of life. Preventive Medicine, 41, 562–569.
Asbury, E. A., Chandrruangphen, P., & Collins, P. (2006). The importance of continued exercise participation in quality of life and psychological well-being in previously inactive postmenopausal women: A pilot study. Menopause, 13, 561–567.
Paffenbarger, R. S., Jr., Hyde, R. T., Wing, A. L., & Hsieh, C. C. (1986). Physical activity, all-cause mortality, and longevity of college alumni. New England Journal of Medicine, 314, 605–613.
Kohl, H. W., I. I. I., Fulton, J. E., & Caspersen, C. J. (2000). Assessment of physical activity among children and adolescents: A review and synthesis. Preventive Medicine, 31, S54–S76.
Connor-Gorber, S., Tremblay, M., Moher, D., & Gorber, B. (2007). A comparison of direct vs. self-report measures for assessing height, weight and body mass index: A systematic review. Obesity Reviews, 8, 307–326.
Nyholm, M., Gullberg, B., Merlo, J., Lundqvist-Persson, C., Rastam, L., & Lindblad, U. (2007). The validity of obesity based on self-reported weight and height: Implications for population studies. Obesity, 15, 197–208.
Schwimmer, J. B., Burwinkle, T. M., & Varni, J. W. (2003). Health-related quality of life of severely obese children and adolescents. Journal of the American Medical Association, 289, 1813–1819.
Pinhas-Hamiel, O., Singer, S., Pilpel, N., Fradkin, A., Modan, D., & Reichman, B. (2006). Health-related quality of life among children and adolescents: Associations with obesity. International Journal of Obesity, 30, 267–272.
Acknowledgments
K. M. Herman is supported by a Canadian Institutes for Health Research Doctoral Research Award. PALS was funded by the Social Sciences and Humanities Research Council of Canada and the Canadian Institutes of Health Research (Strategic Joint Initiative Grant on Society, Culture and the Health of Canadians II Grant No. 839.2000-1032; C. L. Craig, L. Gauvin). The 1981 CFS was supported by Fitness and Amateur Sport (now the Physical Activity Unit of the Public Health Agency of Canada; C. L. Craig), and the 1988 CSWB was funded by Fitness and Amateur Sport, the National Health Research and Development Program of Health Canada (Grant No. 6606-32-46; C. L. Craig), and the Campbell Soup Company, Ltd. The authors would like to thank Dr. Peter Katzmarzyk for his contribution to the conceptualization of the paper and direction provided during early stages of this work.
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Herman, K.M., Hopman, W.M. & Craig, C.L. Are youth BMI and physical activity associated with better or worse than expected health-related quality of life in adulthood? The Physical Activity Longitudinal Study. Qual Life Res 19, 339–349 (2010). https://doi.org/10.1007/s11136-010-9586-8
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DOI: https://doi.org/10.1007/s11136-010-9586-8