Beslenme Epidemiyolojisinde Fiziksel Aktivitenin Değerlendirilmesi
Özet
Fiziksel aktivitenin doğru bir şekilde ölçülmesi, epidemiyolojik çalışmalarda büyük bir zorluk olmaya devam etmektedir. Diyet gibi, fiziksel aktivite de günden güne büyük farklılıklar gösteren karmaşık bir insan davranışıdır. Fiziksel aktivitenin türü, yoğunluğu, sıklığı ve süresi sağlık sonuçları üzerinde bağımsız etkiler gösterebildiğinden, etkileri enerji harcamasının ötesine geçer. Yapılandırılmış egzersiz veya spor katılımının standart anketlerle değerlendirilmesi nispeten kolaydır. Bununla birlikte, genellikle günlük rutinlere dahil edilen hafif ila orta şiddetteki fiziksel aktivitelerin (örneğin, ulaşım, mesleki işler ve ev işleri) ölçülmesi daha zordur. Fiziksel aktiviteyi ölçmek için çeşitli yöntemler mevcuttur; her birinin güçlü yönleri ve sınırlılıkları vardır. İvmeölçer tabanlı cihazlardaki son gelişmeler, katılımcıların serbest yaşayan popülasyonlardaki tüm aktivitelerin sıklığını, süresini ve yoğunluğunu gerçek zamanlı olarak izlemelerini sağlar. Bununla birlikte, uzun vadeli fiziksel aktivite modellerini ölçmek için bu yaklaşımın kullanılması, muhtemelen yılın her mevsimi için en az bir haftalık kayıt gerektirir. Ancak bu durum uzun süreli takipli büyük epidemiyolojik çalışmalarda genellikle mümkün değildir.
Çeşitli öz-bildirim yöntemleri arasında, valide edilmiş anketler, büyük epidemiyolojik çalışmalarda fiziksel aktivite değerlendirme yöntemlerinin temel dayanağı olmaya devam etmektedir. Pek çok iyileştirme ve geliştirmeye rağmen, anketlerden elde edilen çoğu alışılagelmiş fiziksel aktivitenin geçerlik katsayıları, yaygın olarak kullanılan referans yöntemlere göre daha azdır. Bu durum, hem fiziksel aktivite davranışlarının karmaşıklığını hem de uzun vadeli fiziksel aktiviteyi ölçmede gerçek bir altın standardın eksikliğini yansıtmaktadır. Ölçüm hatalarını azaltmak ve uzun vadeli fiziksel aktivite paternlerini yansıtmak için, fiziksel aktivite bilgilerinin sadece başlangıçta değil, aynı zamanda takip sırasında da toplanması çok önemlidir. Fiziksel aktivite bilgilerinin periyodik olarak güncellenmesi ve ölçüm hatası düzeltmesi gibi epidemiyolojik çalışma tasarımı ve analitik stratejilerdeki iyileştirmeler, fiziksel aktivite ile sağlık sonuçları arasındaki ilişkiyi saptama ve anlama yeteneğimizi geliştirecektir.
Referanslar
Ainsworth, B. E., W. L. Haskell, A. S. Leon, et al. (1993a). Compendium of physical activities: classifi cation of energy costs of human physical activities. Med Sci Sports Exerc 2571–2580.
Ainsworth, B. E., D. R. Jacobs, Jr., A. S. Leon, et al. (1993b). Assessment of the accuracy of physical activity questionnaire occupational data. J Occup Med 35:1017–1027.
Ainsworth, B. E., W. L. Haskell, M. C. Whitt, et al. (2000). Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32(9 Suppl):S498–S504.
Baecke, J. A., J. Burema, and J. E. Frijters. (1982). A short questionnaire for the measurement of habitual physical activity in epidemiological studies. Am J Clin Nutr 36:936–942.
Balke, B., and R. W. Ware. (1959). An experimental study of physical fi tness of Air Force personnel. U S Armed Forces Med J 10:875–888.
Bassett, D. R., Jr., B. E. Ainsworth, S. R. Leggett, et al. (1996). Accuracy of five electronic pedometers for measuring distance walked. Med Sci Sports Exerc 28:1071–1077.
Bassett Jr., D. R., and S. J. Strath. (2002). “Chapter 10. Use of pedometers to assess physical activity,” in Physical Activity Assessments for Health-Related Research . Edited by G. J. Welk, pp. 163–178. Champaign, Illinois: Human Kinetics, Inc.
Blair, S. N., H. W. Kohl, 3rd., R. S. Paff enbarger, Jr., et al. (1989). Physical fitness and all-cause mortality. A prospective study of healthy men and women. JAMA 262:2395–2401.
Bonnefoy, M., S. Normand, C. Pachiaudi, et al. (2001). Simultaneous validation of ten physical activity questionnaires in older men: a doubly labeled water study. J Am Geriatr Soc 49:28–35.
Borg, G. (1998). Borg’s Perceived Exertion and Pain Scales . Champaign, IL: Human Kinetics.
Bruce, R. A., L. D. Fisher, M. N. Cooper, et al. (1974). Separation of effects of cardiovascular disease and age on ventricular function with maximal exercise. Am J Cardiol 34:757–763.
Campbell, K. L., P. R. Crocker, and D. C. McKenzie. (2002). Field evaluation of energy expenditure in women using Tritrac accelerometers. Med Sci Sports Exerc 34:1667–1674.
Carnethon, M. R., S. S. Gidding, R. Nehgme, et al. (2003). Cardiorespiratory fitness in young adulthood and the development of cardiovascular disease risk factors. JAMA 290:3092–3100.
Carnethon, M. R., i. M. Gulat, and P. Greenland. (2005). Prevalence and cardiovascular disease correlates of low cardiorespiratory fi tness in adolescents and adults. JAMA 294:2981–2988.
Caspersen, C. J., K. E. Powell, and G. M. Christenson. (1985). Physical activity, exercise, and physical fi tness: defi nitions and distinctions for health-related research. Public Health Rep 100:126–131.
Chasan-Taber, S., E. B. Rimm, M. J. Stampfer, et al. (1996). Reproducibility and validity of a self-administered physical activity questionnaire for male health professionals. Epidemiology 7:81–86.
Chen, K. Y., and D. R. Bassett, Jr. (2005). The technology of accelerometry-based activity monitors: current and future. Med Sci Sports Exerc 37(11 Suppl):S490–S500.
Craig, C. L., A. L. Marshall, M. Sjostrom, et al. (2003). International physical activity questionnaire:12-country reliability and validity. Med Sci Sports Exerc 35:1381–1395.
Dale, D., G. J. Welk, and C. E. Matthews. (2002). “Chapter 1. Methods for assessing physical activity and challenges for research,” in Physical Activity Assessments for Health-Related Research. Edited by G. J. Welk, pp. 19–34. Champaign, Illinois: Human Kinetics, etc.
da Rocha, E. E., V. G. Alves, and R. B. da Fonseca. (2006). Indirect calorimetry: methodology, instruments and clinical application. Curr Opin Clin Nutr Metab Care 9:247–256.
Duncan, G. E., S. M. Li, and X. H. Zhou. (2005). Cardiovascular fi tness among U.S. adults: NHANES 1999–2000 and 2001–2002. Med Sci Sports Exerc 37:1324–1328.
Ekelund, U., S. Brage, P. W. Franks, et al. (2005). Physical activity energy expenditure predicts changes in body composition in middle-aged healthy whites: effect modification by age. Am J Clin Nutr 81:964–969.
Fletcher, G. F., G. J. Balady, E. A. Amsterdam, et al. (2001). Exercise standards for testing and training: a statement for healthcare professionals from the American Heart Association. Circulation 104:1694–1740.
Franks, P. W., U. Ekelund, S. Brage, et al. (2004). Does the association of habitual physical activity with the metabolic syndrome differ by level of cardiorespiratory fitness? Diabetes Care 27: 1187–1193.
Freedson, P., D. Pober, and K. F. Janz. (2005). Calibration of accelerometer output for children. Med Sci Sports Exerc 37(11 Suppl):S523–S530.
Friedenreich, C. M., K. S. Courneya, and H. E. Bryant. (1998). The lifetime total physical activity questionnaire: development and reliability. Med Sci Sports Exerc 30:266–274.
Fung, T. T., F. B. Hu, J. Yu, et al. (2000). Leisure-time physical activity, television watching, and plasma biomarkers of obesity and cardiovascular disease risk. Am J Epidemiol 152:1171–1178.
Godin, G., and R. J. Shephard. (1985). A simple method to assess exercise behavior in the community. Can J Appl Sport Sci 10:141–146.
Goran, M. I. (1998). Measurement issues related to studies of childhood obesity: assessment of body composition, body fat distribution, physical activity, and food intake. Pediatrics 101(3 Pt 2):505–518.
Haskell, W. L., and M. Kiernan. (2000). Methodologic issues in measuring physical activity and physical fitness when evaluating the role of dietary supplements for physically active people. Am J Clin Nutr 72(2 Suppl):541S–550S.
Horton, E. S. (1983). Introduction: an overview of the assessment and regulation of energy balance in humans. Am J Clin Nutr 38:972–977.
Hu, F. Editor. (2008a). Obesity Epidemiology . New York: Oxford University Press.
Hu, F. B., T. Y. Li, G. A. Colditz, et al. (2003). Television watching and other sedentary behaviors in relation to risk of obesity and type 2 diabetes mellitus in women. JAMA 289:1785–1791.
Hu, F. B. (2008b). “Physical Activity Measurements,” in Obesity Epidemiology . Edited by F. B. Hu, pp. 119–145. New York: Oxford University Press.
Jacobs, D. R., Jr., B. E. Ainsworth, T. J. Hartman, et al. (1993). A simultaneous evaluation of 10 commonly used physical activity questionnaires Med Sci Sports Exerc 25:81–91.
Jakicic, J. M., C. Winters, K. Lagally, et al. (1999). The accuracy of the TriTrac-R3D accelerometer to estimate energy expenditure. Med Sci Sports Exerc 31:747–754.
Janz, K. F. (2002). “Chapter 9. Use of heart rate monitors to assess physical activity,” in Physical Activity Assessments for Health-Related Research Edited by G. J. Welk, pp. 143–162. Champaign, Illinois: Human Kinetics, Inc.
Joint FAO/WHO/UNU Expert Consultation (2001). Human energy requirements. Rome October 17–24, 2001. Report No.: 1. URL: http://www.fao. org/docrep/007/y5686e/y5686e04.htm.
Kaaks, R. J. (1997). Biochemical markers as additional measurements in studies of the accuracy of dietary questionnaire measurements: conceptual issues. Am J Clin Nutr 65 (4 Suppl):1232S–1239S.
Kabagambe, E. K., A. Baylin, D. A. Allan, et al. (2001). Application of the method of triads to evaluate the performance of food frequency questionnaires and biomarkers as indicators of long-term dietary intake. Am J Epidemiol 154: 1126–1135.
Lee, I. M., C. C. Hsieh, and R. S. Paff enbarger, Jr. (1995). Exercise intensity and longevity in men. The Harvard Alumni Health Study. JAMA 273:1179–1184.
Lee, I.-M. Editor. (2009). Epidemiologic Methods in Physical Activity Studies . New York: Oxford University Press.
Leon, A. S., J. Connett, D. R. Jacobs, Jr., et al. (1987). Leisure-time physical activity levels and risk of coronary heart disease and death. The Multiple Risk Factor Intervention Trial. JAMA 258:2388–2395.
Martinez-Gonzalez, M. A., C. Lopez-Fontana, J. J. Varo, et al. (2005). Validation of the Spanish version of the physical activity questionnaire used in the Nurses’ Health Study and the Health Professionals’ Follow-up Study. Public Health Nutr 8:920–927.
Matthews, C. E., P. S. Freedson, J. R. Hebert, et al. (2000). Comparing physical activity assessment methods in the Seasonal Variation of Blood Cholesterol Study. Med Sci Sports Exerc 32:976–984.
Matthews, C. E., J. R. Hebert, P. S. Freedson, et al. (2001). Sources of variance in daily physical activity levels in the seasonal variation of blood cholesterol study. Am J Epidemiol 153:987–995.
Matthews, C. E. (2002). “Chapter 7. Use of self-report instruments to assess physical acitvity,” in Physical Activity Assessments for Health-Related Research . Edited by G. J. Welk, pp. 107–124. Champaign, Illinois: Human Kinetics, Inc.
Matthews, C. E., B. E. Ainsworth, R. W. Thompson, et al. (2002). Sources of variance in daily physical activity levels as measured by an accelerometer.
Med Sci Sports Exerc 34:1376–1381.
Matthews, C. E. (2005). Calibration of accelerometer output for adults. Med Sci Sports Exerc 37(11 Suppl):S512–S522.
Mekary, R. A., W. C. Willett, F. B. Hu, et al. (2009). Isotemporal substitution paradigm for physical activity epidemiology and weight change. Am J Epidemiol 170:519–527.
Montgomery, D. L., G. Reid, and L. P. Koziris. (1992). Reliability and validity of three fitness tests for adults with mental handicaps. Can J Sport Sci 17:309–315.
Paff enbarger, R. S., Jr., R. T. Hyde, A. L. Wing, et al. (1993). The association of changes in physical-activity level and other lifestyle characteristics with mortality among men. N Engl J Med 328:538–545.
Pereira, M. A., S. J. FitzerGerald, E. W. Gregg, et al. (1997). A collection of Physical Activity Questionnaires for health-related research. Med
Sci Sports Exerc 29(6 Suppl):S1–S205.
Philippaerts, R. M., K. R. Westerterp, and J. Lefevre. (1999). Doubly labelled water validation of three physical activity questionnaires. Int J Sports Med 20:284–289.
Rennie, K. L., and N. J. Wareham. (1998). The validation of physical activity instruments for measuring energy expenditure: problems and pitfalls. Public Health Nutr 1:265–271.
Rockhill, B., W. C. Willett, J. E. Manson, et al. (2001). Physical activity and mortality: a prospective study among women. Am J Public Health 91:578–583.
Rosner, B., W. C. Willett, and D. Spiegelman. (1989). Correction of logistic regression relative risk estimates and confi dence intervals for systematic within-person measurement error. Stat Med 8:1051–1069.
Sallis, J. F., W. L. Haskell, P. D. Wood, et al. (1985). Physical activity assessment methodology in the Five-City Project. Am J Epidemiol 121:91–106.
Sallis, J. F., and B. E. Saelens. (2000). Assessment of physical activity by self-report: status, limitations, and future directions. Res Q Exerc Sport 7(2 Suppl):S1–S14.
Schneider, P. L., S. E. Crouter, and D. R. Bassett. (2004). Pedometer measures of free-living physical activity: comparison of 13 models. Med Sci Sports Exerc 36:331–335.
Shephard, R. J. (1984). Tests of maximum oxygen intake. A critical review. Sports Med 1:99–124.
Shephard, R. J. (2003). Limits to the measurement of habitual physical activity by questionnaires. Brit J Sports Med 37:197–206.
Siscovick, D. S., L. G. Ekelund, J. S. Hyde, et al. (1988). Physical activity and coronary heart disease among asymptomatic hypercholesterolemic men (the Lipid Research Clinics Coronary Primary Prevention Trial). Am J Public Health 78:1428–1431.
Speakman, J. R. (1997). Doubly Labelled Water. Theory and Practice . London: Chapman and Hall.
Starling, R. D. (2002). Chapter 12. “Use of doubly labeled water and indirect calorimetry to assess physical activity,” in Physical Activity Assessments for Health-Related Research . Edited by G. J. Welk, pp. 197–210. Champaign, IL: Human Kinetics, Inc.
Steele, B. G., B. Belza, K. Cain, et al. (2003). Bodies in motion: monitoring daily activity and exercise with motion sensors in people with chronic pulmonary disease. J Rehabil Res Dev 40(5 Suppl):45–58.
Stevens, J., J. Cai, K. R. Evenson, et al. (2002). Fitness and fatness as predictors of mortality from all causes and from cardiovascular disease in men and women in the lipid research clinics study. Am J Epidemiol 156:832–841.
Strath, S. J., A. M. Swartz, D. R. Bassett, Jr., et al. (2000). Evaluation of heart rate as a method for assessing moderate intensity physical activity. Med Sci Sports Exerc 32(9 Suppl): S465–S470.
Strath, S. J., D. R. Bassett, Jr., A. M. Swartz, et al. (2001). Simultaneous heart rate-motion sensor technique to estimate energy expenditure. Med Sci Sports Exerc 33:2118–2123.
Strath, S. J., D. R. Bassett, Jr., D. L. Thompson, et al. (2002). Validity of the simultaneous heart rate-motion sensor technique for measuring energy expenditure. Med Sci Sports Exerc 34:888–894.
Tanasescu, M., M. F. Leitzmann, R. E.B., et al. (2002). Exercise type and intensity in relation to coronary heart disease in men. JAMA 288:1994–2000.
Trabulsi, J., and D. A. Schoeller. (2001). Evaluation of dietary assessment instruments against doubly labeled water, a biomarker of habitual energy intake. Am J Physiol Endocrinol Metab 281:E891–E899.
Trost, S. G. (2001). Objective measurement of physical activity in youth: current issues, future directions.Exerc Sport Sci Rev 29:32–36.
Trost, S. G., K. L. McIver, and R. R. Pate. (2005). Conducting accelerometer-based activity assessments in fi eld-based research. Med Sci Sports Exerc 37(11 Suppl):S531–S543.
Tudor-Locke, C., J. E. Williams, J. P. Reis, et al. (2002). Utility of pedometers for assessing physical activity: convergent validity. Sports Med 32:795–808.
Tudor-Locke, C., J. E. Williams, J. P. Reis, et al. (2004). Utility of pedometers for assessing physical activity: construct validity. Sports Med 34:281–291.
U.S. Department of Health and Human Services. (1996). Physical activity and health: a report of the Surgeon General . U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion.
Wareham, N. J., S. J. Hennings, A. M. Prentice, et al. (1997). Feasibility of heart-rate monitoring to estimate total level and pattern of energy expenditure in a population-based epidemiological study: the Ely Young Cohort Feasibility Study 1994–5. Brit J Nutr 78:889–900.
Wareham, N. J., R. W. Jakes, K. L. Rennie, et al. (2002). Validity and repeatability of the EPIC-Norfolk Physical Activity Questionnaire. Int J Epidemiol 31:168–174.
Washburn, R. A., and H. J. Montoye. (1986). The assessment of physical activity by questionnaire. Am J Epidemiol 123:563–576.
Welk, G. J. Editor. (2002). Physical Activity Assessments for Health-Related Research Champaign, Illinois: Human Kinetics, Inc.
Welk, G. J. (2005). Principles of design and analyses for the calibration of accelerometry-based activity monitors. Med Sci Sports Exerc 37 (11Suppl):S501–11.
Welk, G. J., S. N. Blair, K. Wood, et al. (2000). A comparative evaluation of three accelerometry-based physical activity monitors. Med Sci Sports Exerc 32(9 Suppl):S489–S497.
Welk, G. J., J. R. J. Morrow, and H. B. Falls. Editors. (2002). Fitnessgram Reference Guide . Dallas, TX: The Cooper Institute.
Wolf, A. M., D. J. Hunter, G. A. Colditz, et al. (1994). Reproducibility and validity of a self-administered physical activity questionnaire. Int J Epidemiol 23:991–999.
Zhang, K., P. Werner, M. Sun, et al. (2003). Measurement of human daily physical activity. Obes Res 11:33–40.
Zhang, K., F. X. Pi-Sunyer, and C. N. Boozer. (2004). Improving energy expenditure estimation for physical activity. Med Sci Sports Exerc 36:883–889.