期刊论文详细信息
Emerging Themes in Epidemiology
Adjustment for physical activity in studies of sedentary behaviour
Dafna Merom1  Geeske Peeters3  Andrew Page2 
[1] School of Science and Health, University of Western Sydney, Campbelltown, Australia;Centre for Health Research, School of Medicine, University of Western Sydney, Campbelltown, Australia;School of Public Health, The University of Queensland, Brisbane, Australia
关键词: Collinearity;    Measurement;    Methods;    Physical activity;    Sedentary behaviour;   
Others  :  1219840
DOI  :  10.1186/s12982-015-0032-9
 received in 2015-02-26, accepted in 2015-06-30,  发布年份 2015
PDF
【 摘 要 】

Sedentary behaviour (too much sitting, as distinct from too little exercise) has emerged as a potentially significant public health issue. Analytically, researchers have reported ‘independent’ associations between sedentary behaviour (SB) and a number of health outcomes by adjusting for physical activity (PA) (and other confounders), and conclude that SB is associated with the outcome even in those who are physically active. However, the logical rationale for why adjustments for PA are required is often not delineated, and as a consequence, PA has been conceptualised as a confounder, an intermediary, and an effect measure modifier—sometimes simultaneously—in studies of SB and health outcomes. This paper discusses the analytical assumptions underlying adjustment for PA in studies of SB and a given outcome, and considers the implications for associations between SB and health.

【 授权许可】

   
2015 Page et al.

【 预 览 】
附件列表
Files Size Format View
20150719031903830.pdf 798KB PDF download
Figure4. 4KB Image download
Figure3. 7KB Image download
Figure2. 7KB Image download
Figure1. 9KB Image download
【 图 表 】

Figure1.

Figure2.

Figure3.

Figure4.

【 参考文献 】
  • [1]Thorp AA, Owen N, Neuhaus M, Dunstan DW. Sedentary behaviors and subsequent health outcomes in adults a systematic review of longitudinal studies, 1996–2011. Am J Prev Med. 2011; 41(2):207-215.
  • [2]Chau JY, Grunseit AC, Chey T, Stamatakis E, Brown WJ, Matthews CE et al.. Daily sitting time and all-cause mortality: a meta-analysis. PLoS One. 2013; 8(11):e80000.
  • [3]Katzmarzyk PT, Church TS, Craig CL, Bouchard C. Sitting time and mortality from all causes, cardiovascular disease, and cancer. Med Sci Sports Exerc. 2009; 41(5):998-1005.
  • [4]Koster A, Caserotti P, Patel KV, Matthews CE, Berrigan D, Van Domelen DR et al.. Association of sedentary time with mortality independent of moderate to vigorous physical activity. PLoS One. 2012; 7(6):e37696.
  • [5]Matthews CE, George SM, Moore SC, Bowles HR, Blair A, Park Y et al.. Amount of time spent in sedentary behaviors and cause-specific mortality in US adults. Am J Clin Nutr. 2012; 95(2):437-445.
  • [6]Tremblay MS, Colley RC, Saunders TJ, Healy GN, Owen N. Physiological and health implications of a sedentary lifestyle. Appl Physiol Nutr Metab. 2010; 35(6):725-740.
  • [7]Brown WJ, Bauman AE, Owen N. Stand up, sit down, keep moving: turning circles in physical activity research? Br J Sports Med. 2009; 43(2):86-88.
  • [8]Paffenbarger RS, Lee IM. Exercise and fitness. Prevention of myocardial infraction. Manson J, Ridker P, Gaziano J, Hennekens C, editors. Oxford University Press, New York; 1996.
  • [9]Kelley GA, Kelley KS, Tran ZV. Walking and resting blood pressure in adults: a meta-analysis. Prev Med. 2001; 33(2):120-127.
  • [10]Kelley GA, Kelley KS, Tran ZV. Walking, lipids, and lipoproteins: a meta-analysis of randomized controlled trials. Prev Med. 2004; 38(5):651-661.
  • [11]Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, Walker EA et al.. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med. 2002; 346(6):393.
  • [12]Hamilton MT, Hamilton DG, Zderic TW. Role of low energy expenditure and sitting in obesity, metabolic syndrome, type 2 diabetes, and cardiovascular disease. Diabetes. 2007; 56(11):2655-2667.
  • [13]Hamilton MT, Hamilton DG, Zderic TW. Exercise physiology versus inactivity physiology: an essential concept for understanding lipoprotein lipase regulation. Exerc Sport Sci Rev. 2004; 32(4):161.
  • [14]Cole SR, Hernan MA. Fallibility in estimating direct effects. Int J Epidemiol. 2002; 31(1):163-165.
  • [15]Cole SR, Platt RW, Schisterman EF, Chu H, Westreich D, Richardson D et al.. Illustrating bias due to conditioning on a collider. Int J Epidemiol. 2010; 39(2):417-420.
  • [16]Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology. 2000; 11(5):550-560.
  • [17]Patel AV, Bernstein L, Deka A, Feigelson HS, Campbell PT, Gapstur SM et al.. Leisure time spent sitting in relation to total mortality in a prospective cohort of US adults. Am J Epidemiol. 2010; 172(4):419-429.
  • [18]Pavey TG, Peeters GG, Brown WJ. Sitting-time and 9-year all-cause mortality in older women. Br J Sports Med. 2015; 49(2):95-99.
  • [19]VanderWeele TJ, Robins JM. Four types of effect modification: a classification based on directed acyclic graphs. Epidemiology. 2007; 18(5):561-568.
  • [20]Weinberg CR. Can DAGs clarify effect modification? Epidemiology. 2007; 18(5):569-572.
  • [21]Greenland S, Pearl J, Robins JM. Causal diagrams for epidemiologic research. Epidemiology. 1999; 10(1):37-48.
  • [22]Seguin R, Buchner DM, Liu J, Allison M, Manini T, Wang C-Y et al.. Sedentary behavior and mortality in older women: the women’s health initiative. Am J Prev Med. 2014; 46(2):122-135.
  • [23]Greenland S, Lash T, Rothman K. Concepts of interaction. In: Modern epidemiology. Rothman K, Greenland S, Lash T, editors. Lippincott Williams and Wilkins, Philadelphia; 2008: p.71-86.
  • [24]Greenland S. Interactions in epidemiology: relevance, identification, and estimation. Epidemiology. 2009; 20(1):14-17.
  • [25]Lawlor DA. Biological interaction: time to drop the term? Epidemiology. 2011; 22(2):148-150.
  • [26]Pedišić Ž. Measurement issues and poor adjustments for physical activity and sleep undermine sedentary behaviour research—the focus should shift to the balance between sleep, sedentary behaviour, standing and activity. Kinesiology. 2014; 46:135-146.
  文献评价指标  
  下载次数:54次 浏览次数:21次