Reproducibility of Accelerometer-Assessed Physical Activity and Sedentary Time
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Introduction Accelerometers are used increasingly in large epidemiologic studies, but, given logistic and cost constraints, most studies are restricted to a single, 7-day accelerometer monitoring period. It is unknown how well a 7-day accelerometer monitoring period estimates longer-term patterns of behavior, which is critical for interpreting, and potentially improving, disease risk estimates in etiologic studies.Methods A subset of participants from the Women's Health Study (N=209; mean age, 70.6 [SD=5.7] years) completed at least two 7-day accelerometer administrations (ActiGraph GT3X+) within a period of 2-3 years. Monitor output was translated into total counts, steps, and time spent in sedentary, light-intensity, and moderate to vigorous-intensity activity (MVPA) and bouted-MVPA (i.e., 10-minute bouts). For each metric, intraclass correlations (ICCs) and 95% CIs were calculated using linear-mixed models and adjusted for wear time, age, BMI, and season. The data were collected in 2011-2015 and analyzed in 2015-2016.Results The ICCs ranged from 0.67 (95% CI=0.60, 0.73) for bouted-MVPA to 0.82 (95% CI=0.77, 0.85) for total daily counts and were similar across age, BMI, and for less and more active women. For all metrics, classification accuracy within 1 quartile was >90%.Conclusions These data provide reassurance that a 7-day accelerometer-assessment protocol provides a reproducible (and practical) measure of physical activity and sedentary time. However, ICCs varied by metric; therefore, future prospective studies of chronic diseases might benefit from existing methods to adjust risk estimates for within-person variability in activity to get a better estimate of the true strength of association.
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Adults' accelerometry-measured physical activity is stable over time, with >90% classification accuracy within one quartile over 2-3 years.
“adults’ accelerometry-measured physical activity has been shown to be stable over time (for example, >90% of classification accuracy within one quartile over a period of 2–3 years)42.”
From Association of wearable device-measured vigorous intermittent lifestyle physical activity with mortality (2022) · cites this paper as [42]
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Cites
‘Small Changes' to Diet and Physical Activity Behaviors for Weight Management
Hills, A. P., Byrne, N. M., Lindstrom, R. C., & Hill, J. O. (2013) · Obesity Facts · doi:10.1159/000345030 · Cited by 9,526 · see citing works
Physical Activity in the United States Measured by Accelerometer
TROIANO, R. P., BERRIGAN, D., DODD, K. W., MÂSSE, L. C., TILERT, T., & MCDOWELL, M. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31815a51b3 · Cited by 7,638 · see citing works
Fundamentals of Biostatistics.
(1969) · Annals of Internal Medicine · doi:10.7326/0003-4819-70-4-873 · Cited by 4,573 · see citing works
Validation of Accelerometer Wear and Nonwear Time Classification Algorithm
CHOI, L., LIU, Z., MATTHEWS, C. E., & BUCHOWSKI, M. S. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181ed61a3 · Cited by 1,804 · see citing works
Self-citationValidation and comparison of ActiGraph activity monitors
Sasaki, J. E., John, D., & Freedson, P. S. (2011) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2011.04.003 · Cited by 1,317 · see citing works
Lee, I.-M., Cook, N. R., Gaziano, J. M., Gordon, D., Ridker, P. M., Manson, J. E., Hennekens, C. H., & Buring, J. E. (2005) · JAMA · doi:10.1001/jama.294.1.56 · Cited by 1,137 · see citing works
Self-citationReproducibility and validity of a self-administered physical activity questionnaire
WOLF, A. M., HUNTER, D. J., COLDITZ, G. A., MANSON, J. E., STAMPFER, M. J., CORSANO, K. A., ROSNER, B., KRISKA, A., & WILLETT, W. C. (1994) · International Journal of Epidemiology · doi:10.1093/ije/23.5.991 · Cited by 1,038 · see citing works
Sanjeev, B. (2006) · Jaypee Brothers Medical Publishers (P) Ltd. eBooks · doi:10.5005/jp/books/10313 · Cited by 1,005 · see citing works
Cook, N. R., Lee, I.-M., Gaziano, J. M., Gordon, D., Ridker, P. M., Manson, J. E., Hennekens, C. H., & Buring, J. E. (2005) · JAMA · doi:10.1001/jama.294.1.47 · Cited by 796 · see citing works
Self-citationRandom measurement error and regression dilution bias
Hutcheon, J. A., Chiolero, A., & Hanley, J. A. (2010) · BMJ · doi:10.1136/bmj.c2289 · Cited by 752 · see citing works
Chasan-Taber, S., Rimm, E. B., Stampfer, M. J., Spiegelman, D., Colditz, G. A., Giovannucci, E., Ascherio, A., & Willett, W. C. (1996) · Epidemiology · doi:10.1097/00001648-199601000-00014 · Cited by 508 · see citing works
Assessment of Wear/Nonwear Time Classification Algorithms for Triaxial Accelerometer
Choi, L., WARD, S. C., Schnelle, J. F., & Buchowski, M. S. (2012) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318258cb36 · Cited by 479 · see citing works
How many days of monitoring predict physical activity and sedentary behaviour in older adults?
Hart, T. L., Swartz, A. M., Cashin, S. E., & Strath, S. J. (2011) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-8-62 · Cited by 469 · see citing works
Lee, I.-M., & Shiroma, E. J. (2014) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-093154 · Cited by 415 · see citing works
Self-citationReproducibility of plasma hormone levels in postmenopausal women over a 2-3-year period.
Hankinson, S. E., Manson, J. E., Spiegelman, D. L., Willett, W. C., Longcope, C., & Speizer, F. E. (1995) · PubMed · Cited by 359 · see citing works
Pols, M. A. (1997) · International Journal of Epidemiology · doi:10.1093/ije/26.suppl_1.s181 · Cited by 346 · see citing works
Aguilar-Farías, N., Brown, W. J., & Peeters, G. M. E. E. (2013) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2013.07.002 · Cited by 305 · see citing works
ROSNER, B. A., Spiegelman, D. L., & Willett, W. C. (1992) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116453 · Cited by 262 · see citing works
Physical activity by self-report: a brief history and future issues
Haskell, W. L. (2012) · Journal of Physical Activity and Health · doi:10.1123/jpah.9.s1.s5 · Cited by 221 · see citing works
Reliability and Validity of the Past Year Total Physical Activity Questionnaire
Friedenreich, C. M., Courneya, K. S., Neilson, H. K., Matthews, C. E., Willis, G., Irwin, M. L., Troiano, R. P., & Ballard-Barbash, R. R. (2006) · American Journal of Epidemiology · doi:10.1093/aje/kwj112 · Cited by 212 · see citing works
Self-citationAssociation between Objectively Measured Physical Activity and Mortality in NHANES
Fishman, E., Steeves, J. A., Zipunnikov, V., Koster, A., Berrigan, D. A., Harris, T. B., & Murphy, R. A. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000885 · Cited by 206 · see citing works
Self-citationKelly, P., Fitzsimons, C. F., & Baker, G. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0351-4 · Cited by 190 · see citing works
Reproducibility and Validity of the Shanghai Women's Health Study Physical Activity Questionnaire
Matthews, C. E. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg255 · Cited by 184 · see citing works
Self-citationSchmid, D., Ricci, C., & Leitzmann, M. F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0119591 · Cited by 158 · see citing works
Keadle, S. K., Shiroma, E. J., Freedson, P. S., & Lee, I.-M. M. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-1210 · Cited by 148 · see citing works
Self-citationChasan‐Taber, L. (2002) · American Journal of Epidemiology · doi:10.1093/aje/155.3.282 · Cited by 138 · see citing works
Missmer, S. A., Spiegelman, D. L., Bertone‐Johnson, E. R., Barbieri, R. L., Pollak, M., & Hankinson, S. E. (2006) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-05-0848 · Cited by 128 · see citing works
Impact of accelerometer wear time on physical activity data: a NHANES semisimulation data approach
Herrmann, S. D., Barreira, T. V., Kang, M., & Ainsworth, B. E. (2012) · British Journal of Sports Medicine · doi:10.1136/bjsports-2012-091410 · Cited by 126 · see citing works
How Many Days Was That? We're Still Not Sure, But We're Asking the Question Better!
Baranowski, T., Mâsse, L. C., Ragan, B. G., & Welk, G. J. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31817c6651 · Cited by 96 · see citing works
Light-Intensity Physical Activity and All-Cause Mortality
Loprinzi, P. D. (2016) · American Journal of Health Promotion · doi:10.4278/ajhp.150515-arb-882 · Cited by 85 · see citing works
Adjustment for Regression Dilution in Epidemiological Regression Analyses
Knuiman, M. W., Divitini, M., Buzas, J. S., & FitzGerald, P. E. B. (1998) · Annals of Epidemiology · doi:10.1016/s1047-2797(97)00107-5 · Cited by 83 · see citing works
How Many Days of Pedometer Use Predict the Annual Activity of the Elderly Reliably?
Togo, F., Watanabe, E., Park, H., Yasunaga, A., Park, S. J., Shephard, R. J., & Aoyagi, Y. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318167469a · Cited by 79 · see citing works
Lim, S., Wyker, B., Bartley, K., & Eisenhower, D. L. (2015) · American Journal of Epidemiology · doi:10.1093/aje/kwu470 · Cited by 60 · see citing works
Hooker, S. P., Hutto, B., Zhu, W., Blair, S. N., Colabianchi, N., Vena, J. E., Rhodes, D., & Howard, V. J. (2015) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2015.04.006 · Cited by 59 · see citing works
Reproducibility and Validity of the Shanghai Men's Health Study Physical Activity Questionnaire
Jurj, A. L., Wen, W., Xiang, Y. ‐., Matthews, C. E., Liu, D., Zheng, W., & Shu, X. (2007) · American Journal of Epidemiology · doi:10.1093/aje/kwk119 · Cited by 50 · see citing works
Self-citationTooze, J. A., Troiano, R. P., Carroll, R. J., Moshfegh, A. J., & Freedman, L. S. (2013) · American Journal of Epidemiology · doi:10.1093/aje/kws379 · Cited by 48 · see citing works
Orsini, N., Bellocco, R., Bottai, M., Pagano, M., & Wolk, A. (2007) · European Journal of Epidemiology · doi:10.1007/s10654-006-9102-1 · Cited by 35 · see citing works
Invited Commentary: Meta-Physical Activity and the Search for the Truth
Arem, H. E., Keadle, S. K., & Matthews, C. E. (2015) · American Journal of Epidemiology · doi:10.1093/aje/kwu472 · Cited by 14 · see citing works
Self-citationJackson, S. E., van Jaarsveld, C. H. M., Beeken, R. J., Gunter, M. J., Steptoe, A., & Wardle, J. (2015) · Biomarkers in Medicine · doi:10.2217/bmm.14.78 · Cited by 14 · see citing works
Patel, M. R., Baeza, R. G., Goyal, A., Halabi, A. R., Melloni, C., Oliveira, G. B. F., Tricoci, P., & Valente, A. M. (2005) · American Heart Journal · doi:10.1016/j.ahj.2005.04.001 · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 41 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Association of daily step count and step intensity with mortality among US adults
Saint-Maurice, P. F., Troiano, R. P., Bassett, D. R., Graubard, B. I., Carlson, S. A., Shiroma, E. J., Fulton, J. E., & Matthews, C. E. (2020) · JAMA · doi:10.1001/jama.2020.1382 · Cited by 660 · see citing works
Self-citationAssociation of Step Volume and Intensity With All-Cause Mortality in Older Women
Lee, I.-M., Shiroma, E. J., Kamada, M., Bassett, D. R., Matthews, C. E., & Buring, J. E. (2019) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2019.0899 · Cited by 604 · see citing works
Self-citationDaily steps and all-cause mortality: a meta-analysis of 15 international cohorts
Paluch, A. E., Bajpai, S., Bassett, D. R., Carnethon, M. R., Ekelund, U., Evenson, K. R., Galuska, D. A., Jefferis, B. J., Kraus, W. E., Lee, I.-M., et al. (2022) · The Lancet Public Health · doi:10.1016/s2468-2667(21)00302-9 · Cited by 582 · see citing works
Self-citationEkelund, U., Tarp, J., Fagerland, M. W., Johannessen, J. S., Hansen, B. H., Jefferis, B. J. M. H., Whincup, P. H., Diaz, K. M., Hooker, S. P., Howard, V. J., et al. (2020) · British Journal of Sports Medicine · doi:10.1136/bjsports-2020-103270 · Cited by 367 · see citing works
Self-citationHall, K. S., Hyde, E. T., Bassett, D. R., Carlson, S. A., Carnethon, M. R., Ekelund, U., Evenson, K. R., Galuska, D. A., Kraus, W. E., Lee, I.-M., et al. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00978-9 · Cited by 361 · see citing works
Self-citationStamatakis, E., Ahmadi, M. N., Gill, J. M. R., Thøgersen-Ntoumani, C., Gibala, M. J., Doherty, A., & Hamer, M. (2022) · Nature Medicine · doi:10.1038/s41591-022-02100-x · Cited by 336 · see citing works
Sedentary Behavior and Cardiovascular Disease in Older Women: The OPACH Study
Bellettiere, J., LaMonte, M. J., Evenson, K. R., Rillamas-Sun, E., Kerr, J., Lee, I.-M., Di, C., Rosenberg, D. E., Stefanick, M. L., Buchner, D. M., et al. (2019) · Circulation · doi:10.1161/circulationaha.118.035312 · Cited by 252 · see citing works
Self-citationBellettiere, J., Winkler, E. A. H., Chastin, S. F. M., Kerr, J., Owen, N., Dunstan, D. W., & Healy, G. N. (2017) · PLOS ONE · doi:10.1371/journal.pone.0180119 · Cited by 169 · see citing works
“The exposure variables were measured over a requested 7-days, which is sufficient to produce reliable measures of total sedentary time over a 3-year period [48].”
Wearable activity monitors in oncology trials: Current use of an emerging technology
Gresham, G. K., Schrack, J. A., Gresham, L. M., Shinde, A. M., Hendifar, A. E., Tuli, R., Rimel, B. J., Figlin, R. A., Meinert, C. L., & Piantadosi, S. (2017) · Contemporary Clinical Trials · doi:10.1016/j.cct.2017.11.002 · Cited by 144 · see citing works
Impact of Seasonality on Physical Activity: A Systematic Review
Garriga, A., Sempere-Rubio, N., Molina-Prados, M. J., & Faubel, R. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19010002 · Cited by 128 · see citing works
Prospective Association of Daily Steps With Cardiovascular Disease: A Harmonized Meta-Analysis
Paluch, A. E., Bajpai, S., Ballin, M., Bassett, D. R., Buford, T. W., Carnethon, M. R., Chernofsky, A., Dooley, E. E., Ekelund, U., Evenson, K. R., et al. (2022) · Circulation · doi:10.1161/circulationaha.122.061288 · Cited by 122 · see citing works
Self-citationLaMonte, M. J., Lewis, C. E., Buchner, D. M., Evenson, K. R., Rillamas‐Sun, E., Di, C., Lee, I., Bellettiere, J., Stefanick, M. L., Eaton, C. B., et al. (2017) · Journal of the American Heart Association · doi:10.1161/jaha.117.007064 · Cited by 97 · see citing works
Self-citationValidity of objective methods for measuring sedentary behaviour in older adults: a systematic review
Heesch, K. C., Hill, R. L., Aguilar-Farías, N., van Uffelen, J. G. Z., & Pavey, T. (2018) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-018-0749-2 · Cited by 90 · see citing works
Burchartz, A., Anedda, B., Auerswald, T., Giurgiu, M., Hill, H., Ketelhut, S., Kolb, S., Mall, C., Manz, K., Nigg, C. R., et al. (2020) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2020.101703 · Cited by 90 · see citing works
Self-citationAlbalak, G., Stijntjes, M., van Bodegom, D., Jukema, J. W., Atsma, D. E., van Heemst, D., & Noordam, R. (2022) · European Journal of Preventive Cardiology · doi:10.1093/eurjpc/zwac239 · Cited by 90 · see citing works
Sagelv, E. H., Hopstock, L. A., Morseth, B., Hansen, B. H., Steene‐Johannessen, J., Johansson, J., Nordström, A., Saint‐Maurice, P. F., Løvsletten, O., Wilsgaard, T., et al. (2023) · British Journal of Sports Medicine · doi:10.1136/bjsports-2022-106568 · Cited by 88 · see citing works
Jayedi, A., Gohari, A., & Shab‐Bidar, S. (2021) · Sports Medicine · doi:10.1007/s40279-021-01536-4 · Cited by 85 · see citing works
Ballin, M., Nordström, P., Niklasson, J., & Nordström, A. (2020) · Sports Medicine · doi:10.1007/s40279-020-01356-y · Cited by 80 · see citing works
Mañas, A., Cruz, B. D. P., Ekelund, U., Losa‐Reyna, J., Rodríguez‐Gómez, I., Carnicero, J. A. C., Rodríguez‐Mañas, L., García‐García, F. J., & Ara, I. (2021) · Journal of sport and health science/Journal of Sport and Health Science · doi:10.1016/j.jshs.2021.05.004 · Cited by 55 · see citing works
Time- vs Step-Based Physical Activity Metrics for Health
Hamaya, R., Shiroma, E. J., Moore, C. C., Buring, J. E., Evenson, K. R., & Lee, I.-M. M. (2024) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2024.0892 · Cited by 48 · see citing works
Self-citationShreves, A. H., Small, S. R., Walmsley, R., Chan, S., Saint‐Maurice, P. F., Moore, S. C., Papier, K., Gaitskell, K. L., Travis, R. C., Matthews, C. E., et al. (2025) · British Journal of Sports Medicine · doi:10.1136/bjsports-2024-109360 · Cited by 51 · see citing works
Self-citationExploration of Confounding Due to Poor Health in an Accelerometer–Mortality Study
Matthews, C. E., Troiano, R. P., Salerno, E. A., Berrigan, D. A., Patel, S., Shiroma, E. J., & Saint‐Maurice, P. F. (2020) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000002405 · Cited by 46 · see citing works
Self-citationReproducibility of Accelerometer and Posture-derived Measures of Physical Activity
Saint‐Maurice, P. F., Sampson, J. N., Keadle, S. K., Willis, E. A., Troiano, R. P., & Matthews, C. E. (2019) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000002206 · Cited by 44 · see citing works
Self-citationWatts, E. L., Saint‐Maurice, P. F., Doherty, A., Fensom, G. K., Freeman, J. R., Gorzelitz, J., Jin, D., McClain, K. M., Papier, K., Patel, S., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.56186 · Cited by 41 · see citing works
Self-citationStamatakis, E. A., Ahmadi, M. N., Biswas, R. K., Cruz, B. D. P., Thøgersen‐Ntoumani, C., MURPHY, M. H., Sabag, A., Lear, S. A., Chow, C. K., Gill, J. M. R., et al. (2024) · British Journal of Sports Medicine · doi:10.1136/bjsports-2024-108484 · Cited by 37 · see citing works
Li, Z., Cheng, S., Guo, B., Ding, L., Liang, Y., Shen, Y., Li, J., Hu, Y., Long, T., Guo, X., et al. (2024) · European Heart Journal · doi:10.1093/eurheartj/ehae406 · Cited by 38 · see citing works
Sedentary Behavior and Diabetes Risk Among Women Over the Age of 65 Years: The OPACH Study
Bellettiere, J., LaMonte, M. J., Healy, G. N., Liles, S., Evenson, K. R., Di, C., Kerr, J., Lee, I.-M. M., Rillamas‐Sun, E., Büchner, D. M., et al. (2020) · Diabetes Care · doi:10.2337/dc20-0709 · Cited by 36 · see citing works
Self-citationCuthbertson, C. C., Moore, C. C., Sotres‐Alvarez, D., HEISS, G. M., Isasi, C. R., Mossavar‐Rahmani, Y., Carlson, J., Gallo, L. C., Llabre, M. M., Garcia‐Bedoya, O., et al. (2022) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-022-01284-2 · Cited by 35 · see citing works
Draganidis, D., Jamurtas, A. Z., Stampoulis, T., Laschou, V. C., Deli, C. K., Georgakouli, K., Παπανικολάου, Κ., Chatzinikolaou, A., Michalopoulou, M., Papadopoulos, C., et al. (2018) · Nutrients · doi:10.3390/nu10050566 · Cited by 31 · see citing works
Hajna, S., White, T., Brage, S., van Sluijs, E. M. F., Westgate, K. L., Jones, A., Luben, R., Khaw, K., Wareham, N. J., & Griffin, S. J. (2018) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-018-0746-5 · Cited by 30 · see citing works
Zaccardi, F., Rowlands, A. V., Dempsey, P. C., Razieh, C., Henson, J. J., Goldney, J., Maylor, B. D., Bhattacharjee, A., Chudasama, Y., Edwardson, C. L., et al. (2024) · Journal of sport and health science/Journal of Sport and Health Science · doi:10.1016/j.jshs.2024.100970 · Cited by 23 · see citing works
Cohort profile: the Women’s Health Accelerometry Collaboration
Evenson, K. R., Bellettiere, J., Cuthbertson, C. C., Di, C., Dushkes, R., Howard, A. G., Parada, H., Schumacher, B. T., Shiroma, E. J., Wang, G., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-052038 · Cited by 22 · see citing works
Self-citationDevice-measured movement behaviours in over 20,000 China Kadoorie Biobank participants
Chen, Y., Chan, S., Bennett, D., Chen, X., Wu, X., Ke, Y., Lv, J., Sun, D., Pan, L., Pei, P., et al. (2023) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-023-01537-8 · Cited by 22 · see citing works
Löppönen, A., Karavirta, L., Portegijs, E., Koivunen, K., Rantanen, T., Finni, T. J., Delecluse, C., Roie, E. V., & Rantalainen, T. (2021) · Sensors · doi:10.3390/s21186068 · Cited by 20 · see citing works
Ullrich, A., Baumann, S., Voigt, L., John, U., & Ulbricht, S. (2021) · Journal of Physical Activity and Health · doi:10.1123/jpah.2020-0331 · Cited by 18 · see citing works
Nguyen, S., Bellettiere, J., Anuskiewicz, B., Di, C., Carlson, J., Natarajan, L., LaMonte, M. J., & LaCroix, A. Z. (2024) · Journal of the American Heart Association · doi:10.1161/jaha.123.031156 · Cited by 17 · see citing works
de Lima, F. F., dos Santos, J. M. B., Lunardi, A. C., de Oliveira, J. M., Freitas, P. D., Kim, F. S., Agondi, R. C., Carvalho‐Pinto, R. M., Furlanetto, K. C., & Carvalho, C. R. F. (2024) · The Journal of Allergy and Clinical Immunology In Practice · doi:10.1016/j.jaip.2024.03.012 · Cited by 17 · see citing works
Day length is associated with physical activity and sedentary behavior among older women
Schepps, M. A., Shiroma, E. J., Kamada, M., Harris, T. B., & Lee, I.-M. M. (2018) · Scientific Reports · doi:10.1038/s41598-018-25145-w · Cited by 17 · see citing works
Self-citationMigueles, J. H., Lee, I.-M. M., Cadenas‐Sánchez, C., Ortega, F. B., Buring, J. E., & Shiroma, E. J. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01173-0 · Cited by 17 · see citing works
Self-citationSedentary time and peripheral artery disease: The Hispanic Community Health Study/Study of Latinos
Unkart, J., Allison, M., Parada, H., Criqui, M. H., Qi, Q., Diaz, K. M., Carlson, J., Sotres‐Alvarez, D., Ostfeld, R. J., Raij, L. R., et al. (2020) · American Heart Journal · doi:10.1016/j.ahj.2020.02.005 · Cited by 16 · see citing works
Chen, G., Qi, Q., Hua, S., Moon, J., Spartano, N. L., Vasan, R. S., Sotres‐Alvarez, D., Castañeda, S. F., Evenson, K. R., Perreira, K. M., et al. (2020) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqaa232 · Cited by 16 · see citing works
Salerno, E. A., Saint‐Maurice, P. F., Wan, F., Peterson, L. L., Park, Y., Cao, Y., Duncan, R. P., Troiano, R. P., & Matthews, C. E. (2023) · JNCI Cancer Spectrum · doi:10.1093/jncics/pkad007 · Cited by 15 · see citing works
Self-citationReliability of the accelerometer to control the effects of physical activity in older adults
Godhe, M., Pontén, M., Nilsson, J. E., Kallings, L., & Andersson, E. A. (2022) · PLoS ONE · doi:10.1371/journal.pone.0274442 · Cited by 14 · see citing works
Device-measured physical activity and cardiac structure by magnetic resonance
Yates, T. E., Razieh, C., Henson, J. J., Rowlands, A. V., Goldney, J., Gulsin, G. S., Davies, M. J., Khunti, K. K., Zaccardi, F., & McCann, G. P. (2024) · European Heart Journal · doi:10.1093/eurheartj/ehae506 · Cited by 14 · see citing works
Influence of Recent Standing, Moving, or Sitting on Daytime Ambulatory Blood Pressure
Gibbs, B. B., Muldoon, M., Conroy, M., Paley, J., Shimbo, D., & Perera, S. (2023) · Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease · doi:10.1161/jaha.123.029999 · Cited by 10 · see citing works
Berdy, A. E., Upadhya, B., Ponce, S. G., Swett, K., Stacey, R., Kaplan, R., Vásquez, P. M., Qi, Q., Schneiderman, N., Hurwitz, B., et al. (2021) · Open Heart · doi:10.1136/openhrt-2021-001647 · Cited by 13 · see citing works
Ptomey, L. T., Szabo‐Reed, A. N., Vidoni, E. D., Washburn, R. A., Gorczyca, A. M., Little, T. D., Lee, J., Helsel, B. C., Williams, K. N., & Donnelly, J. E. (2020) · Contemporary Clinical Trials · doi:10.1016/j.cct.2020.106158 · Cited by 12 · see citing works
Ryu, R. H., Larsen, B. A., LaCroix, A. Z., Nguyen, S., Posis, A., Schumacher, B. T., Danhauer, S., Tindle, H., & Bellettiere, J. (2023) · Journal of Happiness Studies · doi:10.1007/s10902-022-00612-4 · Cited by 10 · see citing works
Reliable measures of rest-activity rhythm fragmentation: how many days are needed?
Danilevicz, I. M., Vidil, S., Landré, B., Dugravot, A., van Hees, V. T., & Sabia, S. (2024) · European Review of Aging and Physical Activity · doi:10.1186/s11556-024-00364-5 · Cited by 11 · see citing works
Schumacher, B. T., Bellettiere, J., LaMonte, M. J., Evenson, K. R., Di, C., Lee, I.-M. M., Sleet, D. A., Eaton, C. B., Lewis, C. E., Margolis, K. L., et al. (2021) · Journal of Aging and Physical Activity · doi:10.1123/japa.2021-0159 · Cited by 11 · see citing works
Self-citationHamer, M., Blodgett, J. M., & Stamatakis, E. A. (2022) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/sms.14173 · Cited by 11 · see citing works
Wei, J., Shen, M., Li, S., Xiao, Y., Luo, D., Ferrari, G., Lee, D. H., Rezende, L. F. M., Gill, J. M. R., Ahmadi, M. N., et al. (2026) · European Heart Journal · doi:10.1093/eurheartj/ehag168 · Cited by 10 · see citing works
Physical activity in relation to circulating hormone concentrations in 117,100 men in UK Biobank
Watts, E. L., Perez‐Cornago, A., Doherty, A., Allen, N. E., Fensom, G. K., Tin, S. T., Key, T. J., & Travis, R. C. (2021) · Cancer Causes & Control · doi:10.1007/s10552-021-01466-6 · Cited by 10 · see citing works
Finkelstein, E. A., Lim, R. S. M., Ward, D. S., & Evenson, K. R. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-01018-2 · Cited by 9 · see citing works
Zisou, C., Calvin, C. M., Taylor, H., Lacey, B., Hammami, I., Walmsley, R., Strain, T., Wijndaele, K., Wareham, N. J., Soren, B., et al. (2026) · International Journal of Epidemiology · doi:10.1093/ije/dyag014 · Cited by 13 · see citing works
Piercy, K. L., Vaux‐Bjerke, A., Polster, M., Fulton, J. E., George, S. M., Rose, K., Whitfield, G. P., Wolff‐Hughes, D. L., & Barnett, E. Y. (2024) · Translational Journal of the American College of Sports Medicine · doi:10.1249/tjx.0000000000000275 · Cited by 7 · see citing works
Sun, J., Qiao, Y., Li, F., Lin, R., Yu, Y., Wang, M., Zhao, M., & Xi, B. (2025) · Journal of sport and health science/Journal of Sport and Health Science · doi:10.1016/j.jshs.2025.101099 · Cited by 6 · see citing works
Liu, H.-Y., Liu, Y.-Y., Li, Q.-M., Liu, L., Wen, T.-J., Gong, T.-T., Wu, Q., & Gao, S. (2025) · Age and Ageing · doi:10.1093/ageing/afaf370 · Cited by 6 · see citing works
Islam, M. R., Nyström, C. D., Kippler, M. J., Kajantie, E., Löf, M., Rahman, S. M., & Ekström, E. (2024) · Journal of Epidemiology and Global Health · doi:10.1007/s44197-024-00245-1 · Cited by 9 · see citing works
Cuthbertson, C. C., Evenson, K. R., Wen, F., Moore, C. C., Howard, A. G., Di, C., Parada, H., Matthews, C. E., Manson, J. E., Buring, J. E., et al. (2024) · Preventive Medicine · doi:10.1016/j.ypmed.2024.108070 · Cited by 6 · see citing works
Self-citationA Feasibility Study of the “Motus” System for Wearable-Based Movement Behaviors at Scale
Gupta, N., Eghøj, M., Ludvigsen, T. P., Larsen, J. R., Wester, C. T., Kildedal, R., Stamatakis, E. A., Straker, L. M., Aadahl, M., Johansson, P. J., et al. (2025) · Journal of Physical Activity and Health · doi:10.1123/jpah.2024-0832 · Cited by 6 · see citing works
Device-measured vigorous intermittent lifestyle physical activity and major cardiovascular eventsPreprint
Stamatakis, E. A., Ahmadi, M. N., Biswas, R. K., Cruz, B. D. P., Thøgersen‐Ntoumani, C., MURPHY, M. H., Sabag, A., Lear, S. A., Gill, J. M. R., Chow, C. K., et al. (2023) · medRxiv · doi:10.1101/2023.10.23.23297430 · Cited by 6 · see citing works
Wu, J.-Y., Li, Y., Zhang, D., Gao, P., Fu, Y., Zhang, W., Feng, J., Zhang, Y.-R., Cheng, W., & Yu, J. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03268-7 · Cited by 6 · see citing works
Hyde, E. T., Evenson, K. R., Howard, A. G., Parada, H., Di, C., LaMonte, M. J., Bellettiere, J., Cuthbertson, C. C., Lee, I.-M. M., & LaCroix, A. Z. (2025) · Cancer Causes & Control · doi:10.1007/s10552-025-02024-0 · Cited by 5 · see citing works
Self-citationSchilsky, S., Sotres‐Alvarez, D., Rosamond, W. D., HEISS, G. M., Stevens, J., Butera, N. M., Cai, J., Carlson, J., Cuthbertson, C. C., Daviglus, M. L., et al. (2021) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2021.101655 · Cited by 5 · see citing works
Shen, F., Liu, H.-Y., Liu, Y., Yang, J., Zhang, L.-W., Li, Q.-M., Liu, L., Gong, T.-T., Wu, Q., & Gao, S. (2026) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2025.11.020 · Cited by 3 · see citing works
Rees‐Punia, E., Masters, M., Whalen, S., Hartman, S. J., Sullivan, K. R., Westmaas, J. L., Teras, L. R., & Patel, A. V. (2025) · British Journal of Sports Medicine · doi:10.1136/bjsports-2024-109332 · Cited by 3 · see citing works
Integrated Role of Nutrition and Physical Activity for Lifelong Health
Koehler, K., & Drenowatz, C. (2019) · MDPI eBooks · doi:10.3390/books978-3-03921-212-5 · Cited by 3 · see citing works
Hamaya, R., Evenson, K. R., Lieberman, D. E., & Lee, I.-M. M. (2025) · British Journal of Sports Medicine · doi:10.1136/bjsports-2025-110311 · Cited by 2 · see citing works
Self-citationHiraoka, A., Sakaguchi, Y., Kadono, H., Kawaoka, T., Oka, T., Doi, Y., Kawano, Y., Kishimoto, H., Saito, T., Yamamoto, R., et al. (2025) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2025.10.011 · Cited by 2 · see citing works
Association of walking volume and intensity with incident gout: a population-based cohort study
Wu, Z., Hu, Y., He, H., Zhang, Y., Dalbeth, N., Xie, J., Wang, Y., Zeng, C., Lei, G., & Wei, J. (2025) · American Journal of Epidemiology · doi:10.1093/aje/kwaf109 · Cited by 2 · see citing works
Chen, T., Chen, S., Honda, T., Nofuji, Y., Kishimoto, H., & Narazaki, K. (2023) · Journal of Physical Activity and Health · doi:10.1123/jpah.2022-0411 · Cited by 2 · see citing works
Ruiz‐González, D., Ramos‐Maqueda, J., Migueles, J. H., Vargas‐Hitos, J. A., Salas, A. R., Jiménez‐Jáimez, J., & Soriano‐Maldonado, A. (2022) · medRxiv · doi:10.1101/2022.05.20.22275318 · Cited by 2 · see citing works
Device-measured moderate-to-vigorous physical activity and prognosis of inflammatory bowel diseasePreprint
He, Z., Sun, Y., Huang, H., Liu, Y., Dan, L., Ruan, X., Fu, T., Li, Z., Wang, X., Chen, J., et al. (2024) · medRxiv · doi:10.1101/2024.10.30.24316417 · Cited by 2 · see citing works
Janssen, S. M. J., Spruit, M. A., Djamin, R. S., Veen, J. C. C. M. I. ’., van Helvoort, H., & Hul, A. J. V. ‘. (2024) · Journal of Asthma · doi:10.1080/02770903.2024.2420758 · Cited by 1 · see citing works
Metabolic Status and Atrioventricular Block Risk: The Role of Physical Activity
Chung, H.-G., Yang, P., Jang, E., Joung, D., Kim, D., Yu, H. T., Kim, T., Uhm, J., Sung, J., Pak, H., et al. (2025) · Reviews in Cardiovascular Medicine · doi:10.31083/rcm37291 · Cited by 1 · see citing works
Hyde, E. T., Bandoli, G., Zou, J., Crespo, N. C., Parada, H., Evenson, K. R., Howard, A. G., LaMonte, M. J., Stefanick, M. L., Tinker, L. F., et al. (2025) · The Journals of Gerontology Series A · doi:10.1093/gerona/glaf206 · Cited by 1 · see citing works
Self-citationEvenson, K. R., Wen, F., Di, C., Kebede, M., LaMonte, M. J., Lee, I.-M. M., Tinker, L. F., LaCroix, A. Z., & Howard, A. G. (2024) · Women s Health · doi:10.1177/17455057241257361 · Cited by 1 · see citing works
Self-citationSedentary behaviour, physical activity, and fitness
van der Velde, J. H. P. M. (2017) · doi:10.26481/dis.20171110jvdv
Malone, Q., Passmore, S. R., & Maiers, M. (2019) · Journal of Aging and Physical Activity · doi:10.1123/japa.2018-0447
Ullrich, A., Baumann, S., Voigt, L., John, U., & Ulbricht, S. (2020) · Research Square · doi:10.21203/rs.2.15452/v2
Hamer, M., & Blodgett, J. M. (2022) · Journal of Internal Medicine · doi:10.1111/joim.13430
Ullrich, A., Baumann, S., Voigt, L., John, U., & Ulbricht, S. (2019) · Research Square · doi:10.21203/rs.2.15452/v1
Jankowska, M. M., Tribby, C. P., Hibbing, P. R., Carlson, J., Greenwood-Hickman, M. A., Sears, D. D., LaCroix, A. Z., & Natarajan, L. (2024) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-024-02114-w
Rees‐Punia, E., Nelson, J., Briggs, P. J., Joiner, N., Hodge, J. M., Bontemps-Jones, J. E., Bloodworth, D. E., Yeager, A., McCrary, J., & Patel, A. V. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-085896
Lauer, C., Holowka, N. B., Worthington, S., Kraft, T. S., & Wallace, I. J. (2025) · The Anatomical Record · doi:10.1002/ar.25639
Daily steps and life expectancy: a life table analysis of NHANES 2005-2006 and 2011-2014Preprint
Ma, T., Zhuang, J., Liu, T., Holzapfel, S. D., Lei, J., Li, G., & Pang, M. Y. C. (2025) · Research Square · doi:10.21203/rs.3.rs-7654206/v1
Wang, Z., Huang, Y., Xu, J., Lawrence, W. R., Chen, J., Cai, Y., Zhang, T., Mo, Q., Gao, Y., & Lin, Z. (2025) · Journal of Physical Activity and Health · doi:10.1123/jpah.2025-0467
Cuthbertson, C. C., Moore, C. C., Sotres-Alvarez, D., HEISS, G. M., Isasi, C. R., Mossavar‐Rahmani, Y., Carlson, J., Gallo, L. C., Llabre, M. M., Garcia‐Bedoya, O., et al. (2022) · Figshare · doi:10.6084/m9.figshare.19607587
Finkelstein, E. A., Lim, R. S. M., Ward, D. S., & Evenson, K. R. (2020) · Figshare · doi:10.6084/m9.figshare.12940365
Finkelstein, E. A., Lim, R. S. M., Ward, D. S., & Evenson, K. R. (2020) · Figshare · doi:10.6084/m9.figshare.12940368
Chen, Y., Chan, S., Bennett, D., Chen, X., Wu, X., Ke, Y., Lv, J., Sun, D., Pan, L., Pei, P., et al. (2023) · Figshare · doi:10.6084/m9.figshare.24633280
Migueles, J. H., Lee, I.-M. M., Cadenas‐Sánchez, C., Ortega, F. B., Buring, J. E., & Shiroma, E. J. (2021) · Figshare · doi:10.6084/m9.figshare.15145757
Self-citationDu, J., Wang, J., Zhang, L., Liu, M., Nie, Y., Zhang, W., He, Y., Wu, Q., Liu, Y., Ai, S., et al. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120980
Wang, J., Zeng, J., Yang, W., Chen, B., Fan, M., Zhang, X., Xing, Y., & Xu, S. (2026) · Metabolism and Target Organ Damage · doi:10.20517/mtod.2025.146
Yuki, A., Nishita, Y., Nakamura, A., Kato, T., Tange, C., Zhang, S., Ando, F., Shimokata, H., & Otsuka, R. (2026) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2026.106194
Mi, Y., Zong, J., Wang, S., Zhu, Q., Lin, S., Zheng, X., Hong, Y., Zhou, J., & Ye, L. (2026) · Eye and Vision · doi:10.1186/s40662-026-00480-6
Zhang, L., Wang, X., Yun, Q., Tsui, K., Sha, F., & Zhao, Y. (2026) · Regenesis repair rehabilitation. · doi:10.1016/j.rerere.2026.04.003
Chen, F., You, R., Liu, Y., Yin, Y., Liu, A., Deng, L., Xie, B., Fan, J., & Wang, W. (2026) · medRxiv · doi:10.64898/2026.06.05.26354982
Jin, B., Zhang, X., Yan, T., Yao, M., Fei, J., Zheng, Y., Yang, H., & Li, H. (2026) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-026-02287-x
- Authors
- Keadle, S. K., Shiroma, E. J., Kamada, M., Matthews, C. E., Harris, T. B., & Lee, I.-M.
- Affiliations
- National Institutes of Health (US)
- Brigham and Women's Hospital (US)
- National Cancer Institute (US)
- Corresponding author
- Keadle, Sarah Kozey
- ORCID
- Venue
- American Journal of Preventive Medicine
- Publisher
- Elsevier BV
- Published
- 2017-04
- Volume
- 52
- Issue
- 4
- Pages
- 541-548
- ISSN
- 0749-3797 (ISSN-L)
- PMC
- PMC5362292
- OpenAlex
- W2568755761
- Cited by
- 105
- References
- 41
- Citations by year
- 2026: 14 · 2025: 17 · 2024: 15 · 2023: 9 · 2022: 10 · 2021: 12 · 2020: 14 · 2019: 6 · 2018: 4 · 2017: 4
- FWCI
- 5.67
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Preventive Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (5r01hl043851-10)
- National Heart, Lung, and Blood Institute (R01HL080467, R01‐HL043851)
- National Cancer Institute (UM1CA182913, R01CA154647, R01CA047988)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Keywords
- physical activity measurement, sedentary time, within-person variability, moderate-to-vigorous physical activity, light physical activity, step count, Women's Health Study, older women
- MeSH terms
- Aged, Female, Humans, Reproducibility of Results, Exercise, Sedentary Behavior, Accelerometry
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