Accelerometry-Assessed Latent Class Patterns of Physical Activity and Sedentary Behavior With Mortality

American Journal of Preventive Medicine

Volumn 52, Issue 2, 2017, Pages 135-143

  Evenson, Kelly R ^a,b   Herring, Amy H ^a   Wen, Fang ^a  

^a University of North Carolina at Chapel Hill   (United States)

^b UNIVERSITY OF NORTH CAROLINA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETER; ACCELEROMETRY; ADULT; AGED; ARTICLE; BEHAVIOR; CLINICAL ASSESSMENT; COMPARATIVE STUDY; CONTROLLED STUDY; FEMALE; FOLLOW UP; HEALTH SURVEY; HIGH RISK POPULATION; HUMAN; MAJOR CLINICAL STUDY; MALE; MEDICAL INFORMATION; MIDDLE AGED; MORTALITY RATE; MORTALITY RISK; PHYSICAL ACTIVITY; RISK ASSESSMENT; RISK FACTOR; SEDENTARY BEHAVIOR; EXERCISE; MORTALITY; MULTIVARIATE ANALYSIS; NUTRITION; PROPORTIONAL HAZARDS MODEL; SEDENTARY LIFESTYLE;

ACCELEROMETRY; ADULT; AGED; EXERCISE; FEMALE; FOLLOW-UP STUDIES; HUMANS; MALE; MIDDLE AGED; MORTALITY; MULTIVARIATE ANALYSIS; NUTRITION SURVEYS; PROPORTIONAL HAZARDS MODELS; RISK FACTORS; SEDENTARY LIFESTYLE;

EID: 85010051118     PISSN: 07493797     EISSN: 18732607     Source Type: Journal    
DOI: 10.1016/j.amepre.2016.10.033     Document Type: Article

References (39)

1. 1 Wijndaele, K., Westgate, K., Stephens, S.K., et al. Utilization and harmonization of adult accelerometry data: review and expert consensus. Med Sci Sports Exerc 47:10 (2015), 2129–2139, 10.1249/MSS.0000000000000661.
2. 2 Metzger, J.S., Catellier, D.J., Evenson, K.R., Treuth, M.S., Rosamond, W.D., Siega-Riz, A.M., Patterns of objectively measured physical activity in the United States. Med Sci Sports Exerc 40:4 (2008), 630–638, 10.1249/MSS.0b013e3181620ebc.
3. 3 Metzger, J., Catellier, D., Evenson, K., Treuth, M., Rosamond, W., Siega-Riz, A., Associations between patterns of objectively measured physical activity and risk factors for the metabolic syndrome. Am J Health Promot 24:3 (2010), 161–169, 10.4278/ajhp.08051151.
4. 4 Evenson, K.R., Wen, F., Metzger, J.S., Herring, A.H., Physical activity and sedentary behavior patterns using accelerometry from a national sample of United States adults. Int J Behav Nutr Phys Act, 12, 2015, 20, 10.1186/s12966-015-0183-7.
5. 5 Jones S, Wen F, Herring A, Evenson K. Correlates of U.S. adult physical activity and sedentary behavior patterns. J Sci Med Sport. Online March 26, 2016. http://dx.doi.org/10.1016/j.jsams.2016.03.009.
6. 6 Evenson, K., Wen, F., Herring, A., Association of accelerometry assessed and self-reported physical activity and sedentary behavior with all-cause and cardiovascular mortality among United States’ adults. Am J Epidemiol 184:9 (2016), 621–632, 10.1093/aje/kww070.
7. 7 IRB Approvals for NHANES. www.cdc.gov/nchs/nhanes/irba98.htm. Accessed February 1, 2016.
8. 8 John, D., Freedson, P., ActiGraph and Actical physical activity monitors: a peek under the hood. Med Sci Sports Exerc 44:suppl 1 (2012), S86–S89, 10.1249/MSS.0b013e3182399f5e.
9. 9 Choi, L., Liu, Z., Matthews, C.E., Buchowski, M.S., Validation of accelerometer wear and nonwear time classification algorithm. Med Sci Sports Exerc 43:2 (2011), 357–364, 10.1249/MSS.0b013e3181ed61a3.
10. 10 Troiano, R., Berrigan, D., Dodd, K., Masse, L., Tilert, T., McDowell, M., Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc 40:1 (2008), 181–188, 10.1249/mss.0b013e31815a51b3.
11. 11 Matthews, C., Calibration of accelerometer output for adults. Med Sci Sports Exerc 37:11 suppl (2005), S512–S522, 10.1249/01.mss.0000185659.11982.3d.
12. 12 Welk, G.J., McClain, J.J., Eisenmann, J.C., Wickel, E.E., Field validation of the MTI Actigraph and BodyMedia armband monitor using the IDEEA monitor. Obesity 15:4 (2007), 918–928, 10.1038/oby.2007.624.
13. 13 Crouter, S.E., DellaValle, D.M., Haas, J.D., Frongillo, E.A., Bassett, D.R., Validity of ActiGraph 2-regression model, Matthews cut-points, and NHANES cut-points for assessing free-living physical activity. J Phys Act Health 10:4 (2013), 504–514, 10.1123/jpah.10.4.504.
14. 14 Matthews, C.E., Keadle, S.K., Sampson, J., et al. Validation of a previous-day recall measure of active and sedentary behaviors. Med Sci Sports Exerc 45:8 (2013), 1629–1638, 10.1249/MSS.0b013e3182897690.
15. 15 Matthews, C., Chen, K., Freedson, P., et al. Amount of time spent in sedentary behaviors in the United States, 2003-2004. Am J Epidemiol 167:7 (2008), 875–881, 10.1093/aje/kwm390.
16. 16 Little, R., Weighting and prediction in sample surveys. University of Michigan Department of Biostatistics Working Paper Series Paper 81 (2009), 1–30 http://biostats.bepress.com/umichbiostat/paper81/ Accessed February 1, 2016.
17. 17 Collett, D., Modeling Survival Data in Medical Research. 1994, Chapman and Hall, London, 10.1007/978-1-4899-3115-3.
18. 18 Powell, K., Thompson, P., Caspersen, C., Kendrick, J., Physical activity and the incidence of coronary heart disease. Annu Rev Public Health 9 (1987), 253–287, 10.1146/annurev.pu.08.050187.001345.
19. 19 Nocon, M., Hiemann, T., Muller-Riemenschneider, F., Thalau, F., Roll, S., Willich, S.N., Association of physical activity with all-cause and cardiovascular mortality: a systematic review and meta-analysis. Eur J Cardiovasc Prev Rehabil 15:3 (2008), 239–246, 10.1097/HJR.0b013e3282f55e09.
20. 20 Boone-Heinonen, J., Evenson, K.R., Taber, D.R., Gordon-Larsen, P., Walking for prevention of cardiovascular disease in men and women: a systematic review of observational studies. Obes Rev 10:2 (2009), 204–217, 10.1111/j.1467-789X.2008.00533.x.
21. 21 Lollgen, H., Bockenhoff, A., Knapp, G., Physical activity and all-cause mortality: an updated meta-analysis with different intensity categories. Int J Sports Med 30:3 (2009), 213–224, 10.1055/s-0028-1128150.
22. 22 Lee, I., Current issues in examining dose-response relationships between physical activity and health outcomes. Lee, I., (eds.) ed. Epidemiologic Methods in Physical Activity Studies, 2009, Oxford University Press, New York, 56–76.
23. 23 Samitz, G., Egger, M., Zwahlen, M., Domains of physical activity and all-cause mortality: systematic review and dose-response meta-analysis of cohort studies. Int J Epidemiol 40:5 (2011), 1382–1400, 10.1093/ije/dyr112.
24. 24 Sabia, S., Dugravot, A., Kivimaki, M., Brunner, E., Shipley, M.J., Singh-Manoux, A., Effect of intensity and type of physical activity on mortality: results from the Whitehall II cohort study. Am J Public Health 102:4 (2012), 698–704, 10.2105/AJPH.2011.300257.
25. 25 Ford, E.S., Caspersen, C.J., Sedentary behaviour and cardiovascular disease: a review of prospective studies. Int J Epidemiol 41:5 (2012), 1338–1353, 10.1093/ije/dys078.
26. 26 Matthews, C.E., Cohen, S.S., Fowke, J.H., et al. Physical activity, sedentary behavior, and cause-specific mortality in black and white adults in the Southern Community Cohort Study. Am J Epidemiol 180:4 (2014), 394–405, 10.1093/aje/kwu142.
27. 27 Biswas, A., Oh, P.I., Faulkner, G.E., et al. Sedentary time and its association with risk for disease incidence, mortality, and hospitalization in adults: A systematic review and meta-analysis. Ann Intern Med 162:2 (2015), 123–132, 10.7326/M14-1651.
28. 28 Wilmot, E.G., Edwardson, C.L., Achana, F.A., et al. Sedentary time in adults and the association with diabetes, cardiovascular disease and death: systematic review and meta-analysis. Diabetologia 55:11 (2012), 2895–2905, 10.1007/s00125-012-2677-z.
29. 29 Manini, T., Everhart, J., Patel, K., et al. Daily activity energy expenditure and mortality among older adults. JAMA 296:2 (2006), 171–179, 10.1001/jama.296.2.171.
30. 30 Ensrud, K.E., Blackwell, T.L., Cauley, J.A., et al. Objective measures of activity level and mortality in older men. J Am Geriatr Soc 62:11 (2014), 2079–2087, 10.1111/jgs.13101.
31. 31 Garg, P.K., Tian, L., Criqui, M.H., et al. Physical activity during daily life and mortality in patients with peripheral arterial disease. Circulation 114:3 (2006), 242–248, 10.1161/CIRCULATIONAHA.105.605246.
32. 32 Conraads, V.M., Spruit, M.A., Braunschweig, F., et al. Physical activity measured with implanted devices predicts patient outcome in chronic heart failure. Circ Heart Fail 7 (2014), 279–287, 10.1161/CIRCHEARTFAILURE.113.000883.
33. 33 Shoemaker, M., Curtis, A., Vangsnes, E., Dickinson, M., Paul, R., Analysis of daily activity data from implanted cardiac defibrillators: the minimum clinically important difference and relationship to mortality / life expectancy. World J Cardiovasc Dis 2 (2012), 129–135, 10.4236/wjcd.2012.23021.
34. 34 Tyagi, S., Curley, M., Berger, M., et al. Pacemaker quantified physical activity predicts all-cause mortality. J Am Coll Cardiol 66:6 (2015), 754–755, 10.1016/j.jacc.2015.06.005.
35. 35 Fishman, E.I., Steeves, J.A., Zipunnikov, V., et al. Association between objectively measured physical activity and mortality in NHANES. Med Sci Sports Exerc 48:7 (2016), 1303–1311, 10.1249/MSS.0000000000000885.
36. 36 Koster, A., Caserotti, P., Patel, K.V., et al. Association of sedentary time with mortality independent of moderate to vigorous physical activity. PLoS One, 7(6), 2012, e37696, 10.1371/journal.pone.0037696.
37. 37 Schmid, D., Ricci, C., Leitzmann, M.F., Associations of objectively assessed physical activity and sedentary time with all-cause mortality in U.S. adults: the NHANES study. PLoS One, 10(3), 2015, e0119591, 10.1371/journal.pone.0119591.
38. 38 Lee, I.-M., Sesso, H., Oguma, Y., Paffenbarger, R. Jr, The “weekend warrior” and risk of mortality. Am J Epidemiol 160:7 (2004), 636–641, 10.1093/aje/kwh274.
39. 39 Evenson, K., Wen, F., Howard, A., Herring, A., Applying derived latent class assignments from NHANES 2003-2006 accelerometry to external populations. Data Brief 9 (2016), 926–930, 10.1016/j.dib.2016.11.007.