Objective vs. Self-Reported Physical Activity and Sedentary Time: Effects of Measurement Method on Relationships with Risk Biomarkers
Open accessAbstract
PURPOSE: Imprecise measurement of physical activity variables might attenuate estimates of the beneficial effects of activity on health-related outcomes. We aimed to compare the cardiometabolic risk factor dose-response relationships for physical activity and sedentary behaviour between accelerometer- and questionnaire-based activity measures. METHODS: Physical activity and sedentary behaviour were assessed in 317 adults by 7-day accelerometry and International Physical Activity Questionnaire (IPAQ). Fasting blood was taken to determine insulin, glucose, triglyceride and total, LDL and HDL cholesterol concentrations and homeostasis model-estimated insulin resistance (HOMA(IR)). Waist circumference, BMI, body fat percentage and blood pressure were also measured. RESULTS: For both accelerometer-derived sedentary time (<100 counts.min(-1)) and IPAQ-reported sitting time significant positive (negative for HDL cholesterol) relationships were observed with all measured risk factors--i.e. increased sedentary behaviour was associated with increased risk (all p ≤ 0.01). However, for HOMA(IR) and insulin the regression coefficients were >50% lower for the IPAQ-reported compared to the accelerometer-derived measure (p<0.0001 for both interactions). The relationships for moderate-to-vigorous physical activity (MVPA) and risk factors were less strong than those observed for sedentary behaviours, but significant negative relationships were observed for both accelerometer and IPAQ MVPA measures with glucose, and insulin and HOMA(IR) values (all p<0.05). For accelerometer-derived MVPA only, additional negative relationships were seen with triglyceride, total cholesterol and LDL cholesterol concentrations, BMI, waist circumference and percentage body fat, and a positive relationship was evident with HDL cholesterol (p = 0.0002). Regression coefficients for HOMA(IR), insulin and triglyceride were 43-50% lower for the IPAQ-reported compared to the accelerometer-derived MVPA measure (all p≤0.01). CONCLUSION: Using the IPAQ to determine sitting time and MVPA reveals some, but not all, relationships between these activity measures and metabolic and vascular disease risk factors. Using this self-report method to quantify activity can therefore underestimate the strength of some relationships with risk factors.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Self-report measures are known to have poor accuracy and lead to an underestimation of the strength of the relationship.
“Self-report measures are known to have poor accuracy and lead to an underestimation of the strength of the relationship [37].”
From Prevalence of Sedentary Behavior in Older Adults: A Systematic Review (2013) · cites this paper as [37]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Friedewald, W. T., Levy, R. I., & Fredrickson, D. S. (1972) · Clinical Chemistry · doi:10.1093/clinchem/18.6.499 · Cited by 32,423 · see citing works
International physical activity questionnaire: 12-country reliability and validity
CRAIG, C. L., MARSHALL, A. L., SJ??STR??M, M., BAUMAN, A. E., BOOTH, M. L., AINSWORTH, B. E., PRATT, M., EKELUND, U., YNGVE, A., SALLIS, J. F., et al. (2003) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000078924.61453.fb · Cited by 21,619 · see citing works
Measuring agreement in method comparison studies
Bland, J. M., & Altman, D. G. (1999) · Statistical Methods in Medical Research · doi:10.1177/096228029900800204 · Cited by 9,619 · see citing works
Measuring agreement in method comparison studies
Bland, J. M., & Altman, D. G. (1999) · Statistical Methods in Medical Research · doi:10.1191/096228099673819272 · Cited by 9,619 · 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
Durnin, J. V. G. A., & Womersley, J. (1974) · British Journal Of Nutrition · doi:10.1079/bjn19740060 · Cited by 6,343 · see citing works
HASKELL, W. L., LEE, I.-M., PATE, R. R., POWELL, K. E., BLAIR, S. N., FRANKLIN, B. A., MACERA, C. A., HEATH, G. W., THOMPSON, P. D., & BAUMAN, A. (2007) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3180616b27 · Cited by 4,616 · see citing works
Calibration of the Computer Science and Applications, Inc. accelerometer
FREEDSON, P. S., MELANSON, E., & SIRARD, J. (1998) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-199805000-00021 · Cited by 3,825 · see citing works
International Standards for Anthropometric Assessment (2006)
Marfell-Jones, M., Olds, T., Stewart, A. D., & Carter, L. (2006) · VUBIR (Vrije Universiteit Brussel) · Cited by 2,608 · see citing works
Hagströmer, M., Oja, P., & Sjöström, M. (2006) · Public Health Nutrition · doi:10.1079/phn2005898 · Cited by 1,896 · see citing works
Hu, F. B., Li, T. Y., Colditz, G. A., Willett, W. C., & Manson, J. E. (2003) · JAMA · doi:10.1001/jama.289.14.1785 · Cited by 1,892 · see citing works
Limits to the measurement of habitual physical activity by questionnaires
Shephard, R. J. (2003) · British Journal of Sports Medicine · doi:10.1136/bjsm.37.3.197 · Cited by 1,694 · see citing works
Hamilton, M. T., Hamilton, D. G., & Zderic, T. W. (2007) · Diabetes · doi:10.2337/db07-0882 · Cited by 1,655 · see citing works
Sitting time and mortality from all causes, cardiovascular disease, and cancer
KATZMARZYK, P. T., CHURCH, T. S., CRAIG, C. L., & BOUCHARD, C. (2009) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181930355 · Cited by 1,611 · see citing works
Objectively Measured Sedentary Time, Physical Activity, and Metabolic Risk
Healy, G. N., Wijndaele, K., Dunstan, D. W., Shaw, J. E., Salmon, J., Zimmet, P. Z., & Owen, N. (2008) · Diabetes Care · doi:10.2337/dc07-1795 · Cited by 1,100 · see citing works
Nocon, M., Hiemann, T., Müller-Riemenschneider, F., Thalau, F., Roll, S., & Willich, S. N. (2008) · European Journal of Cardiovascular Prevention & Rehabilitation · doi:10.1097/hjr.0b013e3282f55e09 · Cited by 1,080 · see citing works
Physical Activity and Television Watching in Relation to Risk for Type 2 Diabetes Mellitus in Men
Hu, F. B., Leitzmann, M. F., Stampfer, M. J., Colditz, G. A., Willett, W. C., & Rimm, E. B. (2001) · Archives of Internal Medicine · doi:10.1001/archinte.161.12.1542 · Cited by 828 · see citing works
Dunstan, D. W., Barr, E. L. M., Healy, G. N., Salmon, J., Shaw, J. E., Balkau, B., Magliano, D. J., Cameron, A. J., Zimmet, P. Z., & Owen, N. (2010) · Circulation · doi:10.1161/circulationaha.109.894824 · Cited by 825 · see citing works
Physical Activity Questionnaires for Adults
van Poppel, M. N. M., Chinapaw, M. J. M., Mokkink, L. B., van Mechelen, W., & Terwee, C. B. (2010) · Sports Medicine · doi:10.2165/11531930-000000000-00000 · Cited by 718 · see citing works
Officer, C. M. (2013) · Cited by 624 · see citing works
Physical Activity and Inactivity in an Adult Population Assessed by Accelerometry
Hagströmer, M., Oja, P., & Sjöstróm, M. (2007) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3180a76de5 · Cited by 396 · see citing works
Assessment of Sedentary Behavior With the International Physical Activity Questionnaire
Rosenberg, D. E., Bull, F., Marshall, A. L., Sallis, J. F., & Bauman, A. E. (2008) · Journal of Physical Activity and Health · doi:10.1123/jpah.5.s1.s30 · Cited by 370 · see citing works
Correcting for Regression Dilution Bias: Comparison of Methods for a Single Predictor Variable
Frost, C. D., & Thompson, S. G. (2000) · Journal of the Royal Statistical Society Series A (Statistics in Society) · doi:10.1111/1467-985x.00164 · Cited by 319 · see citing works
Qualitative Attributes and Measurement Properties of Physical Activity Questionnaires: A Checklist
Terwee, C. B., Mokkink, L. B., van Poppel, M. N. M., Chinapaw, M. J. M., van Mechelen, W., & de Vet, H. C. W. (2010) · Sports Medicine · doi:10.2165/11531370-000000000-00000 · Cited by 269 · see citing works
Physical Activity and Prevention of Type 2 Diabetes Mellitus
Gill, J. M. R., & Cooper, A. R. (2008) · Sports Medicine · doi:10.2165/00007256-200838100-00002 · Cited by 259 · see citing works
Self-citationELASSAAD, M., Topouchian, J. A., & Asmar, R. G. (2003) · Blood Pressure Monitoring · doi:10.1097/00126097-200306000-00006 · Cited by 224 · see citing works
Ekelund, U., Brage, S., Griffin, S. J., & Wareham, N. J. (2009) · Diabetes Care · doi:10.2337/dc08-1895 · Cited by 186 · see citing works
Large-Scale Applications of Accelerometers
Troiano, R. P. (2007) · Medicine & Science in Sports & Exercise · doi:10.1097/mss.0b013e318150d42e · Cited by 185 · see citing works
Self-Reported and Objectively Measured Activity Related to Biomarkers Using NHANES
Atienza, A. A., Moser, R. P., Perna, F. M., Dodd, K. W., Ballard-Barbash, R. R., Troiano, R. P., & Berrigan, D. A. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181fdfc32 · Cited by 181 · see citing works
Lagerros, Y. T., & Lagiou, P. (2007) · European Journal of Epidemiology · doi:10.1007/s10654-007-9154-x · Cited by 178 · see citing works
Advances in Cross-National Comparison
Hoffmeyer-Zlotnik, J. H. P., & Wolf, C. (2003) · Springer eBooks · doi:10.1007/978-1-4419-9186-7 · Cited by 166 · see citing works
Celis-Morales, C. A., Pérez‐Bravo, F., Ibañes, L., Sanzana, R., Hormazabal, E., Natalia Ulloa, M., Calvo, C., Bailey, M. E. S., & Gill, J. M. R. (2011) · PLoS ONE · doi:10.1371/journal.pone.0024690 · Cited by 74 · see citing works
Self-citationSitting Time and Waist Circumference Are Associated With Glycemia in U.K. South Asians
Gill, J. M. R., Bhopal, R. S., Douglas, A., Wallia, S., Bhopal, R., Sheikh, A., Forbes, J. F., McKnight, J. A., Sattar, N. A., Murray, G. D., et al. (2011) · Diabetes Care · doi:10.2337/dc10-2313 · Cited by 42 · see citing works
Self-citationFan, J. (2009) · Vascular Health and Risk Management · doi:10.2147/vhrm.s6164 · Cited by 13 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Patterns of Sedentary Behavior and Mortality in U.S. Middle-Aged and Older Adults
Diaz, K. M., Howard, V. J., Hutto, B., Colabianchi, N., Vena, J. E., Safford, M. M., Blair, S. N., & Hooker, S. P. (2017) · Annals of Internal Medicine · doi:10.7326/m17-0212 · Cited by 533 · see citing works
Prince, S. A., Cardilli, L., Reed, J. L., Saunders, T. J., Kite, C., Douillette, K., Fournier, K., & Buckley, J. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00938-3 · Cited by 526 · see citing works
Celis-Morales, C. A., Lyall, D. M., Welsh, P. I., Anderson, J. J., Steell, L., Guo, Y., Maldonado, R., Mackay, D., Pell, J. P., Sattar, N. A., et al. (2017) · BMJ · doi:10.1136/bmj.j1456 · Cited by 523 · see citing works
Self-citationAccelerometry and physical activity questionnaires - a systematic review
Skender, S., Ose, J., Chang-Claude, J., Paskow, M., Brühmann, B., Siegel, E. M., Steindorf, K., & Ulrich, C. M. (2016) · BMC Public Health · doi:10.1186/s12889-016-3172-0 · Cited by 449 · see citing works
The Current State of Physical Activity Assessment Tools
Ainsworth, B. E., Cahalin, L. P., Buman, M. P., & Ross, R. (2014) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2014.10.005 · Cited by 441 · see citing works
Prevalence of Sedentary Behavior in Older Adults: A Systematic Review
Harvey, J., Chastin, S., & Skelton, D. (2013) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph10126645 · Cited by 418 · see citing works
“Self-report measures are known to have poor accuracy and lead to an underestimation of the strength of the relationship [37].”
BackgroundMotives for adult participation in physical activity: type of activity, age, and gender
Molanorouzi, K., Khoo, S., & Morris, T. (2015) · BMC Public Health · doi:10.1186/s12889-015-1429-7 · Cited by 410 · see citing works
Comparing actual and self-reported measures of Facebook use
Reynol Junco, A. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2012.11.007 · Cited by 374 · see citing works
CHASTIN, S. F. M., Abaraogu, U. O., Bourgois, J., Dall, P., Darnborough, J., Duncan, E., Dumortier, J., Jiménez‐Pavón, D., McParland, J. L., Roberts, N., et al. (2021) · Sports Medicine · doi:10.1007/s40279-021-01466-1 · Cited by 315 · see citing works
DeFina, L. F., Haskell, W. L., Willis, B. L., Barlow, C. E., Finley, C. E., Levine, B. D., & Cooper, K. H. (2014) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2014.09.008 · Cited by 262 · 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
Systematic literature review of determinants of sedentary behaviour in older adults: a DEDIPAC study
CHASTIN, S. F. M., Buck, C., Freiberger, E., MURPHY, M. H., Brug, J., Cardon, G., O’Donoghue, G., Pigeot, I., & Oppert, J. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0292-3 · Cited by 243 · see citing works
Lyall, D. M., Celis-Morales, C., Ward, J., Iliodromiti, S., Anderson, J. J., Gill, J. M. R., Smith, D. J., Ntuk, U. E., Mackay, D. F., Holmes, M. V., et al. (2017) · JAMA Cardiology · doi:10.1001/jamacardio.2016.5804 · Cited by 235 · see citing works
Self-citationAccelerometer-measured sedentary time and cardiometabolic biomarkers: A systematic review
Brocklebank, L. A., Falconer, C., Page, A. S., Perry, R. A., & Cooper, A. R. (2015) · Preventive Medicine · doi:10.1016/j.ypmed.2015.04.013 · Cited by 227 · see citing works
Celis-Morales, C. A., Lyall, D. M., Anderson, J. J., Iliodromiti, S., Fan, Y., Ntuk, U. E., Mackay, D., Pell, J. P., Sattar, N. A., & Gill, J. M. R. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehw249 · Cited by 217 · see citing works
Self-citationRamírez-Campillo, R., Castillo, A., de la Fuente, C. I., Campos-Jara, C., Andrade, D. C., Álvarez, C., Martínez, C., Castro-Sepúlveda, M., Pereira, A., Marques, M. C., et al. (2014) · Experimental Gerontology · doi:10.1016/j.exger.2014.07.001 · Cited by 212 · see citing works
A bidirectional relationship between physical activity and executive function in older adults
Daly, M., McMinn, D., & Allan, J. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.01044 · Cited by 213 · see citing works
Gupta, N., Christiansen, C. S., Hallman, D., Korshøj, M., Carneiro, I. G., & Holtermann, A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0121159 · Cited by 214 · see citing works
Iliffe, S., Kendrick, D., Morris, R. W., Masud, T., Gage, H., Skelton, D. A., Dinan, S., Bowling, A., Griffin, M., Haworth, D., et al. (2014) · Health Technology Assessment · doi:10.3310/hta18490 · Cited by 209 · see citing works
The Pace of Technologic Change
Patrick, K., Hekler, E. B., Estrin, D., Mohr, D. C., Riper, H., Crane, D., Godino, J., & Riley, W. T. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.05.001 · Cited by 169 · see citing works
CHASTIN, S. F. M., Mandrichenko, O., Helbostadt, J. L., & Skelton, D. A. (2014) · Bone · doi:10.1016/j.bone.2014.04.009 · Cited by 197 · see citing works
Ernala, S. K., Burke, M., Leavitt, A., & Ellison, N. B. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376435 · Cited by 179 · see citing works
Schmid, D., Ricci, C., & Leitzmann, M. F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0119591 · Cited by 158 · see citing works
Wullems, J. A., Verschueren, S., Degens, H., Morse, C. I., & Onambélé-Pearson, G. L. (2016) · Biogerontology · doi:10.1007/s10522-016-9640-1 · Cited by 160 · see citing works
Amorim, A. B., Pappas, E., Simić, M., Ferreira, M. L., Jennings, M. D., Tiedemann, A., Carvalho‐e‐Silva, A. P., Caputo, E. L., Kongsted, A., & Ferreira, P. H. (2019) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-019-2454-y · Cited by 159 · see citing works
Farrahi, V., Niemelä, M., Kangas, M., Korpelainen, R., & Jämsä, T. J. (2018) · Gait & Posture · doi:10.1016/j.gaitpost.2018.12.003 · Cited by 153 · see citing works
Endrighi, R., Steptoe, A., & Hamer, M. (2015) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.114.150755 · Cited by 152 · see citing works
Colley, R. C., Garriguet, D., Janssen, I., Wong, S. L., Saunders, T. J., Carson, V., & Tremblay, M. S. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-200 · Cited by 144 · see citing works
Wyke, S., Bunn, C., Andersen, E., Silva, M. N., van Nassau, F., McSkimming, P., Kolovos, S., Gill, J. M. R., Gray, C. M., Hunt, K., et al. (2019) · PLoS Medicine · doi:10.1371/journal.pmed.1002736 · Cited by 144 · see citing works
Self-citationAssociation Between Hearing Impairment and Lower Levels of Physical Activity in Older Adults
Gispen, F. E., Chen, D. S., Genther, D. J., & Lin, F. R. (2014) · Journal of the American Geriatrics Society · doi:10.1111/jgs.12938 · Cited by 139 · see citing works
Comparison of self-reported measure of sitting time (IPAQ) with objective measurement (activPAL)
CHASTIN, S. F. M., Culhane, B., & Dall, P. (2014) · Physiological Measurement · doi:10.1088/0967-3334/35/11/2319 · Cited by 138 · see citing works
Predicting course outcomes with digital textbook usage data
Reynol Junco, A., & Clem, C. (2015) · The Internet and Higher Education · doi:10.1016/j.iheduc.2015.06.001 · Cited by 132 · see citing works
Celis-Morales, C. A., Petermann-Rocha, F. E., Li, H., Lyall, D. M., Iliodromiti, S., McLaren, J. B., Anderson, J. J., Welsh, P. I., Mackay, D., Pell, J. P., et al. (2017) · Diabetes Care · doi:10.2337/dc17-0921 · Cited by 130 · see citing works
Self-citationReliability of Objectively Measured Sedentary Time and Physical Activity in Adults
Aadland, E., & Ylvisåker, E. (2015) · PLoS ONE · doi:10.1371/journal.pone.0133296 · Cited by 118 · see citing works
Vegetarian diet, change in dietary patterns, and diabetes risk: A prospective study
Chiu, T. H. T., Pan, W.-H., Lin, M.-N., & Lin, C.-L. (2018) · Nutrition & Diabetes · doi:10.1038/s41387-018-0022-4 · Cited by 116 · see citing works
Replacing Sedentary Time with Physical Activity in Relation to Mortality
Schmid, D., Ricci, C., Baumeister, S. E., & Leitzmann, M. F. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000913 · Cited by 117 · see citing works
Jefferis, B. J. M. H., Parsons, T. J., Sartini, C., Ash, S., LENNON, L. T., Wannamethee, S. G., Lee, I.-M. M., & Whincup, P. H. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0361-2 · Cited by 115 · see citing works
Comparing the Self-Report and Measured Smartphone Usage of College Students: A Pilot Study
Lee, H., Ahn, H., Nguyen, T. G., Choi, S.-W., & Kim, D. J. (2017) · Psychiatry Investigation · doi:10.4306/pi.2017.14.2.198 · Cited by 114 · see citing works
Objectively Measured Sedentary Time and Cardiometabolic Biomarkers in US Hispanic/Latino Adults
Qi, Q., Strizich, G., Merchant, G., Sotres‐Alvarez, D., Buelna, C., Castañeda, S. F., Gallo, L. C., Cai, J., Gellman, M. D., Isasi, C. R., et al. (2015) · Circulation · doi:10.1161/circulationaha.115.016938 · Cited by 113 · see citing works
Crichton, G. E., & Alkerwi, A. (2015) · Lipids in Health and Disease · doi:10.1186/s12944-015-0085-3 · Cited by 107 · see citing works
Validating the Physical Activity and Leisure Motivation Scale (PALMS)
Molanorouzi, K., Khoo, S., & Morris, T. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-909 · Cited by 104 · see citing works
Schaller, A., Rudolf, K., Dejonghe, L. A. L., Grieben, C., & Froboese, I. (2016) · BioMed Research International · doi:10.1155/2016/1497213 · Cited by 103 · see citing works
Lee, P. H., & Wong, F. K. Y. (2015) · Sports Medicine · doi:10.1007/s40279-015-0322-y · Cited by 102 · see citing works
Ekblom, Ö. B., Ekblom‐Bak, E., Rosengren, A., Hallsten, M., Bergström, G. M. L., & Börjesson, M. (2015) · PLoS ONE · doi:10.1371/journal.pone.0131586 · Cited by 103 · see citing works
Vasankari, V., Husu, P., Vähä‐Ypyä, H., Suni, J. H., Tokola, K., Halonen, J., Hartikainen, J. E. K., Sievänen, H. T., & Vasankari, T. J. (2017) · European Journal of Preventive Cardiology · doi:10.1177/2047487317711048 · Cited by 99 · see citing works
Celis-Morales, C. A., Lyall, D. M., Steell, L., Gray, S. R., Iliodromiti, S., Anderson, J. J., Mackay, D., Welsh, P. I., Yates, T. E., Pell, J. P., et al. (2018) · BMC Medicine · doi:10.1186/s12916-018-1063-1 · Cited by 99 · see citing works
Self-citationHusu, P., Suni, J. H., Vähä‐Ypyä, H., Sievänen, H. T., Tokola, K., Valkeinen, H., Mäki-Opas, T. E., & Vasankari, T. J. (2016) · BMC Public Health · doi:10.1186/s12889-016-3591-y · Cited by 95 · see citing works
Scholes, S., Coombs, N. A., Pedišić, Ž., Mindell, J. S., Bauman, A. E., Rowlands, A. V., & Stamatakis, E. (2014) · American Journal of Epidemiology · doi:10.1093/aje/kwu087 · Cited by 97 · see citing works
The relation between sleep duration and sedentary behaviours in European adults
Lakerveld, J., Mackenbach, J. D., Horváth, E., Rutters, F., Compernolle, S., Bárdos, H., Bourdeaudhuij, I. D., Charreire, H., Rutter, H., Oppert, J., et al. (2016) · Obesity Reviews · doi:10.1111/obr.12381 · Cited by 89 · see citing works
Law, L. L., Rol, R. N., Schultz, S. A., Dougherty, R. J., Edwards, D. F., Koscik, R. L., Gallagher, C. L., Carlsson, C. M., Bendlin, B. B., Zetterberg, H., et al. (2018) · Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring · doi:10.1016/j.dadm.2018.01.001 · Cited by 88 · see citing works
Giné‐Garriga, M., Sansano-Nadal, O., Tully, M. A., Caserotti, P., Coll‐Planas, L., Rothenbacher, D., Dallmeier, D., Denkinger, M. D., Wilson, J. J., Martín-Borràs, C., et al. (2020) · The Journals of Gerontology Series A · doi:10.1093/gerona/glaa016 · Cited by 87 · see citing works
Leiva, A. M., Martínez-Sangüinetti, M. A., Cristi‐Montero, C., Salas, C., Ramírez‐Campillo, R., Díaz-Martínez, X., Aguilar-Farías, N., & Celis-Morales, C. A. (2017) · Revista médica de Chile · doi:10.4067/s0034-98872017000400006 · Cited by 94 · see citing works
Self-citationCelis-Morales, C. A., Salas, C., Alduhishy, A., Sanzana, R., Martínez-Sangüinetti, M. A., Leiva, A. M., Díaz, X., Martínez‐Salazar, C., Álvarez, C., Leppe, J., et al. (2015) · Journal of Public Health · doi:10.1093/pubmed/fdv079 · Cited by 86 · see citing works
Self-citationDowns, A., Hoomissen, J. D. V., Lafrenz, A. J., & Julka, D. L. (2013) · Journal of American College Health · doi:10.1080/07448481.2013.877018 · Cited by 86 · see citing works
Prince, S. A., Blanchard, C. M., Grace, S. L., & Reid, R. D. (2016) · European Journal of Preventive Cardiology · doi:10.1177/2047487315617101 · Cited by 83 · see citing works
Park, S., Kim, H., Jeong, H., Kim, H., Chang, B., Lee, C., & Yeom, J. S. (2018) · The Spine Journal · doi:10.1016/j.spinee.2018.04.003 · Cited by 84 · see citing works
Bakker, E. A., Lee, D.-C., Hopman, M. T. E., Oymans, E. J., Watson, P. M., Thompson, P. D., Thijssen, D. H. J., & Eijsvogels, T. M. H. (2021) · PLoS Medicine · doi:10.1371/journal.pmed.1003845 · Cited by 82 · see citing works
Objective Assessment of Physical Activity
Kerr, J., Patterson, R. E., Ellis, K., Godbole, S. V., JOHNSON, E., Lanckriet, G. R. G., & STAUDENMAYER, J. W. (2015) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000841 · Cited by 78 · see citing works
Siebert, S., Lyall, D. M., Mackay, D., Porter, D. R., McInnes, I. B., Sattar, N. A., & Pell, J. P. (2016) · RMD Open · doi:10.1136/rmdopen-2016-000267 · Cited by 79 · see citing works
Bakker, E. A., Lee, D.-C., Sui, X., Artero, E. G., Ruiz, J. R., Eijsvogels, T. M. H., Lavie, C. J., & Blair, S. N. (2017) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2017.02.018 · Cited by 76 · see citing works
Iliffe, S., Kendrick, D., Morris, R. W., Griffin, M., Haworth, D., Carpenter, H., Masud, T., Skelton, D. A., Dinan, S., Bowling, A., et al. (2015) · British Journal of General Practice · doi:10.3399/bjgp15x687361 · Cited by 76 · see citing works
Hallman, D., Gupta, N., Mathiassen, S. E., & Holtermann, A. (2015) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-015-1031-4 · Cited by 75 · see citing works
Wijndaele, K., Orrow, G., Ekelund, U., Sharp, S. J., Brage, S., Griffin, S. J., & Simmons, R. K. (2013) · Diabetologia · doi:10.1007/s00125-013-3102-y · Cited by 76 · see citing works
Ferrari, G., Kovalskys, I., Fisberg, M., Gómez, G., Rigotti, A., Cortés, L. Y., García, M. C. Y., Pareja, R. G., Herrera‐Cuenca, M., Zimberg, I. Z., et al. (2020) · PLoS ONE · doi:10.1371/journal.pone.0232420 · Cited by 78 · see citing works
Ferrari, G., Kovalskys, I., Fisberg, M., Gómez, G., Rigotti, A., Cortés, L. Y., García, M. C. Y., Pareja, R. G., Herrera‐Cuenca, M., Zimberg, I. Z., et al. (2019) · European Journal of Sport Science · doi:10.1080/17461391.2019.1678671 · Cited by 71 · see citing works
Self-citationPerceived Stress Among Different Occupational Groups and the Interaction with Sedentary Behaviour
Dėdelė, A., Miškinytė, A., Andrušaitytė, S., & Bartkutė, Ž. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16234595 · Cited by 71 · see citing works
Guallar‐Castillón, P., Bayán-Bravo, A., León-Muñoz, L. M., Balboa‐Castillo, T., López‐García, E., Gutiérrez-Fisac, J. L., & Rodríguez‐Artalejo, F. (2014) · Preventive Medicine · doi:10.1016/j.ypmed.2014.08.015 · Cited by 67 · see citing works
Smith, S., & Madden, A. M. (2016) · Journal of Human Nutrition and Dietetics · doi:10.1111/jhn.12372 · Cited by 67 · see citing works
Socioeconomic status impacts cognitive and socioemotional processes in healthy ageing
Migeot, J., Calivar, M., Granchetti, H. N., Ibáñez, A. M., & Fittipaldi, S. (2022) · Scientific Reports · doi:10.1038/s41598-022-09580-4 · Cited by 66 · see citing works
Physical Activity and Lipid Profile in the ELSA-Brasil Study
da Silva, R. C., Diniz, M. D. F. H. S., Alvim, S., Vidigal, P. G., Fedeli, L., & Barreto, S. M. (2016) · Arquivos Brasileiros de Cardiologia · doi:10.5935/abc.20160091 · Cited by 67 · see citing works
Iliodromiti, S., Ghouri, N., Celis-Morales, C. A., Sattar, N. A., Lumsden, M. A., & Gill, J. M. R. (2016) · PLoS ONE · doi:10.1371/journal.pone.0160024 · Cited by 66 · see citing works
Self-citationPowell, C., Herring, M. P., Dowd, K. P., Donnelly, A. E., & Carson, B. P. (2018) · Obesity Reviews · doi:10.1111/obr.12642 · Cited by 66 · see citing works
Raising the Priority of Lifestyle-Related Noncommunicable Diseases in Physical Therapy Curricula
Dean, E., Greig, A. M., Murphy, S., Roots, R., Nembhard, N., Rankin, A. E., Bainbridge, L., Anthony, J. S., Hoens, A. M., & Garland, S. J. (2016) · Physical Therapy · doi:10.2522/ptj.20150141 · Cited by 64 · see citing works
Ghouri, N., Purves, D. G., McConnachie, A., Wilson, J. W., Gill, J. M. R., & Sattar, N. A. (2013) · Diabetologia · doi:10.1007/s00125-013-2969-y · Cited by 63 · see citing works
Self-citationBastian, T., Maire, A., Dugas, J., Ataya, A., Villars, C., Gris, F., Perrin, E., Caritu, Y., Doron, M., Blanc, S., et al. (2015) · Journal of Applied Physiology · doi:10.1152/japplphysiol.01189.2013 · Cited by 63 · see citing works
Jefferis, B. J. M. H., Sartini, C., Ash, S., LENNON, L. T., Wannamethee, S. G., & Whincup, P. H. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0338-1 · Cited by 62 · see citing works
Gupta, N., Christiansen, C. S., Hanisch, C., Bay, H., Burr, H., & Holtermann, A. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-013251 · Cited by 62 · see citing works
Honda, T., Chen, S., Kishimoto, H., Narazaki, K., & Kumagai, S. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-1307 · Cited by 60 · see citing works
Staiano, A. E., Harrington, D. M., Barreira, T. V., & Katzmarzyk, P. T. (2013) · British Journal of Sports Medicine · doi:10.1136/bjsports-2012-091896 · Cited by 61 · see citing works
Lunde, L.-K., Koch, M., Knardahl, S., & Veiersted, K. B. (2017) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.3628 · Cited by 61 · see citing works
Physical Activity and Renal Transplantation
Bellizzi, V., Cupisti, A., Capitanini, A., Calella, P., & D’Alessandro, C. (2014) · Kidney & Blood Pressure Research · doi:10.1159/000355799 · Cited by 60 · see citing works
Dall, P., Coulter, E. H., Fitzsimons, C., Skelton, D. A., & CHASTIN, S. F. M. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-013844 · Cited by 60 · see citing works
Yerramalla, M. S., McGregor, D., van Hees, V. T., Fayossé, A., Dugravot, A., Tabák, Á. G., Chen, M., CHASTIN, S. F. M., & Sabia, S. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01157-0 · Cited by 59 · see citing works
CHASTIN, S. F. M., Mandrichenko, O., & Skelton, D. A. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-4 · Cited by 59 · see citing works
Thomson, C. A., Crane, T. E., Miller, A., Garcia, D. O., Basen-Engquist, K. M., & Alberts, D. S. (2016) · Contemporary Clinical Trials · doi:10.1016/j.cct.2016.07.005 · Cited by 59 · see citing works
Bell, J. A., Hamer, M., Batty, G. D., Singh‐Manoux, A., Sabia, S., & Mika Kivimaki, B. (2014) · Diabetologia · doi:10.1007/s00125-014-3323-8 · Cited by 58 · see citing works
Powell, C., Browne, L., Carson, B. P., Dowd, K., Perry, I. J., Kearney, P. M., Harrington, J. M., & Donnelly, A. (2019) · Sports Medicine · doi:10.1007/s40279-019-01153-2 · Cited by 56 · see citing works
Physical activity, ethnicity and cardio-metabolic health: Does one size fit all?
Gill, J. M. R., Celis-Morales, C. A., & Ghouri, N. (2013) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2013.11.039 · Cited by 57 · see citing works
Self-citationComparison of Self-Reported and Accelerometer-Assessed Physical Activity in Older Women
Shiroma, E. J., Cook, N. R., Manson, J. E., Buring, J. E., Rimm, E. B., & Lee, I.-M. M. (2015) · PLoS ONE · doi:10.1371/journal.pone.0145950 · Cited by 59 · see citing works
Amirfaiz, S., & Shahril, M. R. (2018) · Metabolic Syndrome and Related Disorders · doi:10.1089/met.2018.0032 · Cited by 57 · see citing works
Active and Sedentary Behaviors Influence Feelings of Energy and Fatigue in Women
Ellingson, L. D., Kuffel, A. E., Vack, N. J., & Cook, D. B. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182a036ab · Cited by 57 · see citing works
Examination of Different Accelerometer Cut-Points for Assessing Sedentary Behaviors in Children
Kim, Y., Lee, J. M., Peters, B. P., Gaesser, G. A., & Welk, G. J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0090630 · Cited by 54 · see citing works
The accuracy of self-reported physical activity questionnaires varies with sex and body mass index
Quinlan, C., Rattray, B., Pryor, D. J., Northey, J. M., Anstey, K. J., Butterworth, P., & Cherbuin, N. (2021) · PLoS ONE · doi:10.1371/journal.pone.0256008 · Cited by 55 · see citing works
Park, S. K., & Larson, J. L. (2013) · The Journal of Cardiovascular Nursing · doi:10.1097/jcn.0000000000000096 · Cited by 54 · see citing works
Akbari, M., Rahimi-Nasrabadi, M., Pourmasud, S., Eghbali‐Arani, M., Banafshe, H. R., Ahmadi, F., Ganjali, M. R., & Nasab, A. S. (2020) · Ceramics International · doi:10.1016/j.ceramint.2020.01.051 · Cited by 54 · see citing works
How many days are enough for measuring weekly activity behaviours with the ActivPAL in adults?
Aguilar-Farías, N., Martino-Fuentealba, P., Salom-Diaz, N., & Brown, W. J. (2018) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2018.12.004 · Cited by 53 · see citing works
Barnett, A. H., Cerin, E., Ching, C. S.-K., Johnston, J. M., & Lee, R. S. Y. (2015) · BMJ Open · doi:10.1136/bmjopen-2014-007557 · Cited by 51 · see citing works
Ruiz‐Casado, A., Alejo, L. B., Santos‐Lozano, A., Soria, A., Ortega, M., Aldazabal, I. P., Fiuza‐Luces, C., Palomo, I., Garatachea, N., Cebolla, H., et al. (2016) · International Journal of Sports Medicine · doi:10.1055/s-0042-103967 · Cited by 52 · see citing works
Cavallo, F. R., Golden, C., Pearson-Stuttard, J., Falconer, C., & Toumazou, C. (2022) · PLOS ONE · doi:10.1371/journal.pone.0268289 · Cited by 51 · see citing works
Predicting self-monitoring skills using textual posts on Facebook
He, Q., Glas, C. A. W., Kosiński, M., Stillwell, D. J., & Veldkamp, B. P. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2013.12.026 · Cited by 51 · see citing works
- Authors
- Celis-Morales, C. A., Perez-Bravo, F., Ibañez, L., Salas, C., Bailey, M. E. S., & Gill, J. M. R.
- Affiliations
- University of Glasgow (GB)
- University of Concepción (CL)
- Corresponding author
- Gill, Jason M. R.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-05-09
- Volume
- 7
- Issue
- 5
- Pages
- e36345
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3348936
- OpenAlex
- W2156132533
- Cited by
- 486
- References
- 33
- Citations by year
- 2026: 12 · 2025: 12 · 2024: 31 · 2023: 25 · 2022: 28 · 2021: 41 · 2020: 53 · 2019: 40 · 2018: 41 · 2017: 49 · 2016: 47 · 2015: 48 · 2014: 33 · 2013: 24
- FWCI
- 22.51
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Universidad de Chile (submittedVersion, cc-by-nc-nd)
- Newcastle University ePrints (Newcastle Univesity) (cc-by)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Keywords
- physical activity measurement, sedentary behavior, accelerometer, International Physical Activity Questionnaire, self-reported activity, moderate-to-vigorous physical activity, cardiometabolic risk factors, insulin resistance, HOMA-IR, insulin, triglycerides, HDL cholesterol, LDL cholesterol, waist circumference, body fat percentage, measurement bias
- MeSH terms
- Adolescent, Adult, Aged, Blood Glucose, Blood Pressure, Fasting, Female, Humans, Insulin, Insulin Resistance, Cholesterol, HDL, Cholesterol, LDL, Middle Aged, Motor Activity, Risk Factors, Triglycerides, Vascular Diseases, Biomarkers, Metabolic Syndrome, Self Report
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
