Methods of Measurement in epidemiology: Sedentary Behaviour

Atkin, A. J.; Gorely, T.; Clemes, S. A.; Yates, T.; Edwardson, C.; Brage, S.; Salmon, J.; Marshall, S. J.; Biddle, S. J.

doi:10.1093/ije/dys118

Cited by 518Physical Activity and HealthContext-Aware Activity Recognition SystemsErgonomics and Musculoskeletal Disorders

Methods of Measurement in epidemiology: Sedentary Behaviour

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Atkin, A. J., Gorely, T., Clemes, S. A., Yates, T., Edwardson, C., Brage, S., Salmon, J., Marshall, S. J. +1 more·2012·International Journal of Epidemiology

DOI 10.1093/ije/dys118PMC PMC3465769

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Abstract

BACKGROUND: Research examining sedentary behaviour as a potentially independent risk factor for chronic disease morbidity and mortality has expanded rapidly in recent years. METHODS: We present a narrative overview of the sedentary behaviour measurement literature. Subjective and objective methods of measuring sedentary behaviour suitable for use in population-based research with children and adults are examined. The validity and reliability of each method is considered, gaps in the literature specific to each method identified and potential future directions discussed. RESULTS: To date, subjective approaches to sedentary behaviour measurement, e.g. questionnaires, have focused predominantly on TV viewing or other screen-based behaviours. Typically, such measures demonstrate moderate reliability but slight to moderate validity. Accelerometry is increasingly being used for sedentary behaviour assessments; this approach overcomes some of the limitations of subjective methods, but detection of specific postures and postural changes by this method is somewhat limited. Instruments developed specifically for the assessment of body posture have demonstrated good reliability and validity in the limited research conducted to date. Miniaturization of monitoring devices, interoperability between measurement and communication technologies and advanced analytical approaches are potential avenues for future developments in this field. CONCLUSIONS: High-quality measurement is essential in all elements of sedentary behaviour epidemiology, from determining associations with health outcomes to the development and evaluation of behaviour change interventions. Sedentary behaviour measurement remains relatively under-developed, although new instruments, both objective and subjective, show considerable promise and warrant further testing.

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The vast majority of screen use evidence has relied on self-reported data.
“the vast majority of screen use evidence has relied on self-reported data [11]”
From Using Wearable Cameras to Categorize the Type and Context of Screen-Based Behaviors Among Adolescents: Observational Study (2022) · cites this paper as [11]

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Impact of methodological decisions on accelerometer outcome variables in young children
Ojiambo, R. M., Cuthill, R., Budd, H. S., Konstabel, K., Casajús, J. A., González‐Agüero, A., Anjila, E., Reilly, J. J., Easton, C., & Pitsiladis, Y. P. (2011) · International Journal of Obesity · doi:10.1038/ijo.2011.40 · Cited by 101 · see citing works
Test–retest reliability of step counts with the ActivPAL™ device in common daily activities
Dahlgren, G., Carlsson, D., Moorhead, A., Häger, C. K., & McDonough, S. (2010) · Gait & Posture · doi:10.1016/j.gaitpost.2010.06.022 · Cited by 95 · see citing works
The prevalence of leisure time sedentary behaviour and physical activity in adolescent boys: An ecological momentary assessment approach
Gorely, T., Biddle, S., Marshall, S. J., & Cameron, N. (2009) · International Journal of Pediatric Obesity · doi:10.3109/17477160902811181 · Cited by 95 · see citing works
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Measurement of the components of nonexercise activity thermogenesis
Levine, J. A., Melanson, E. L., Westerterp, K. R., & Hill, J. O. (2001) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.2001.281.4.e670 · Cited by 94 · see citing works
Long-term mobility monitoring of older adults using accelerometers in a clinical environment
Culhane, K. M., Lyons, G. M., Hilton, D., Grace, P. A., & Lyons, D. J. (2004) · Clinical Rehabilitation · doi:10.1191/0269215504cr734oa · Cited by 94 · see citing works
Advances in physical activity monitoring and lifestyle interventions in obesity: a review
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Evaluation of Neural Networks to Identify Types of Activity Using Accelerometers
de Vries, S. I., Garre, F. G., Engbers, L. H., Hildebrandt, V. H., & van Buuren, S. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181e5797d · Cited by 84 · see citing works
A combined heart rate and movement sensor: proof of concept and preliminary testing study
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Utility of accelerometer thresholds for classifying sitting in office workers
Oliver, M., Schofield, G., Badland, H. M., & Shepherd, J. (2010) · Preventive Medicine · doi:10.1016/j.ypmed.2010.08.010 · Cited by 71 · see citing works
Stability of Habitual Physical Activity and Sedentary Behavior Monitoring by Accelerometry in 6- to 8-Year-Olds
Basterfield, L., Adamson, A., Pearce, M. S., & Reilly, J. J. (2011) · Journal of Physical Activity and Health · doi:10.1123/jpah.8.4.543 · Cited by 71 · see citing works
Real-life step and activity measurement: reliability and validity
Busse, M. E., Deursen, R. W. M. V., & Wiles, C. M. (2009) · Journal of Medical Engineering & Technology · doi:10.1080/03091900701682606 · Cited by 69 · see citing works
Validation of the ActiGraph Two-Regression Model for Predicting Energy Expenditure
Rothney, M. P., Brychta, R. J., Meade, N. N., Chen, K. Y., & Buchowski, M. S. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3181d5a984 · Cited by 65 · see citing works
Energy expenditure by heart rate in children: an evaluation of calibration techniques
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Validity of three accelerometers during treadmill walking and motor vehicle travel
Maddocks, M. M., Petrou, A., Skipper, L., & Wilcock, A. (2008) · British Journal of Sports Medicine · doi:10.1136/bjsm.2008.051128 · Cited by 64 · see citing works
Study protocol of physical activity and sedentary behaviour measurement among schoolchildren by accelerometry - Cross-sectional survey as part of the ENERGY-project
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Validity of self-report.
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The prevalence of sedentary behaviours and physical activity in Hungarian youth
Hamar, P., Biddle, S., Soós, I., Takacs, B., & Huszar, A. (2009) · European Journal of Public Health · doi:10.1093/eurpub/ckp100 · Cited by 60 · see citing works
Self-citation
The prevalence of leisure time sedentary behaviour and physical activity in adolescent girls: An ecological momentary assessment approach
Gorely, T., Marshall, S. J., Biddle, S., & Cameron, N. (2007) · International Journal of Pediatric Obesity · doi:10.1080/17477160701408833 · Cited by 60 · see citing works
Self-citation
Identification of Children's Activity Type with Accelerometer-Based Neural Networks
de Vries, S. I., ENGELS, M., & Garre, F. G. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318219d939 · Cited by 47 · see citing works
Accelerometers for measuring physical activity behavior in Indian children.
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Exposure measurement error and its effects
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Validation Of The Actigraph (GT3X) Inclinometer Function
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Methods of measurements in epidemiology--call for a new type of paper in the IJE
Lawlor, D. A., & Chaturvedi, N. (2010) · International Journal of Epidemiology · doi:10.1093/ije/dyq178 · Cited by 7 · see citing works
The maximum aerobic power of the Temiars
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Determining Sensitive Measures for Detecting Balance Deficits Associated with Unstable Ankles
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Sedentary Time and Its Association With Risk for Disease Incidence, Mortality, and Hospitalization in Adults: A Systematic Review and Meta-analysis
Biswas, A., Oh, P. I., Faulkner, G. E., Bajaj, R. R., Silver, M. A., Mitchell, M. S., & Alter, D. A. (2015) · Annals of Internal Medicine · doi:10.7326/m14-1651 · Cited by 2,726 · see citing works
Sedentary behavior and health outcomes: an overview of systematic reviews.
Rezende, L. F. M. D., Rodrigues Lopes, M., Rey-López, J. P., Matsudo, V. K. R., & Luiz, O. D. C. (2014) · PLoS ONE · doi:10.1371/journal.pone.0105620 · Cited by 965 · see citing works
Sedentary behavior and health outcomes among older adults: a systematic review
Rezende, L. F. M. D., Rey-López, J. P., Matsudo, V. K. R., & Luiz, O. D. C. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-333 · Cited by 685 · see citing works
Validity of the Global Physical Activity Questionnaire (GPAQ) in assessing levels and change in moderate-vigorous physical activity and sedentary behaviour
Cleland, C., Hunter, R. F., Kee, F., Cupples, M., Sallis, J. F., & Tully, M. A. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-1255 · Cited by 628 · see citing works
Trends in Sedentary Behavior Among the US Population, 2001-2016
Yang, L., Cao, C., Kantor, E. D., Nguyen, L. H., Zheng, X., Park, Y., Giovannucci, E. L., Matthews, C. E., Colditz, G. A., & Cao, Y. (2019) · JAMA · doi:10.1001/jama.2019.3636 · Cited by 602 · see citing works
Canadian Sedentary Behaviour Guidelines for Children and Youth
Tremblay, M. S., LeBlanc, A. G., Janssen, I., Kho, M. E., Hicks, A. L., Murumets, K., Colley, R. C., & Duggan, M. (2011) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/h11-012 · Cited by 555 · see citing works
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
A comparison of self-reported and device measured sedentary behaviour in adults: a systematic review and meta-analysis
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
Determinants of physical activity and sedentary behaviour in university students: a qualitative study using focus group discussions
Deliens, T., Deforche, B. I., Bourdeaudhuij, I. D., & Clarys, P. (2015) · BMC Public Health · doi:10.1186/s12889-015-1553-4 · Cited by 415 · see citing works
Associations between sedentary behaviour and physical activity in children and adolescents: a meta‐analysis
Pearson, N., Braithwaite, R. E., Biddle, S., van Sluijs, E. M. F., & Atkin, A. J. (2014) · Obesity Reviews · doi:10.1111/obr.12188 · Cited by 376 · see citing works
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Office Workers' Objectively Measured Sedentary Behavior and Physical Activity During and Outside Working Hours
Clemes, S. A., O'Connell, S. E., & Edwardson, C. L. (2014) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000000101 · Cited by 351 · see citing works
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Diet, physical activity and sedentary behaviours
Graf, S., & Cecchini, M. (2017) · OECD health working papers · doi:10.1787/54464f80-en · Cited by 346 · see citing works
Correlates of total sedentary time and screen time in 9–11 year-old children around the world: The international study of childhood obesity, lifestyle and the environment
LeBlanc, A. G., Katzmarzyk, P. T., Barreira, T. V., Broyles, S. T., Chaput, J.-P., Church, T. S., Fogelholm, M., Harrington, D. M., Hu, G., Kuriyan, R., et al. (2015) · PLOS ONE · doi:10.1371/journal.pone.0129622 · Cited by 335 · see citing works
Objectively measured sedentary behaviour and health and development in children and adolescents: systematic review and meta‐analysis
Cliff, D. P., Hesketh, K. D., Vella, S. A., Hinkley, T., Tsiros, M. D., Ridgers, N. D., Carver, A., Veitch, J., Parrish, A., Hardy, L. L., et al. (2016) · Obesity Reviews · doi:10.1111/obr.12371 · Cited by 306 · see citing works
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Using computer, mobile and wearable technology enhanced interventions to reduce sedentary behaviour: a systematic review and meta-analysis
Stephenson, A., McDonough, S. M., Murphy, M. H., Nugent, C. D., & Mair, J. L. (2017) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-017-0561-4 · Cited by 290 · see citing works
The effect of a cluster randomised control trial on objectively measured sedentary time and parental reports of time spent in sedentary activities in Belgian preschoolers: the ToyBox-study
on behalf of the ToyBox-study group, Craemer, M. D., Decker, E. D., Verloigne, M., Bourdeaudhuij, I. D., Μanios, Y., & Cardon, G. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0325-y · Cited by 258 · see citing works
Sedentary Behaviors in Today’s Youth: Approaches to the Prevention and Management of Childhood Obesity: A Scientific Statement From the American Heart Association
Barnett, T. A., Kelly, A. S., Young, D. R., Perry, C. K., Pratt, C. A., Edwards, N. M., Rao, G., Vos, M. B., & On behalf of the American Heart Association Obesity Committee of the Council on Lifestyle and Cardiometabolic Health; Council on Cardiovascular Disease in the Young; and Stroke Council (2018) · Circulation · doi:10.1161/cir.0000000000000591 · Cited by 249 · see citing works
Interventions designed to reduce sedentary behaviours in young people: a review of reviews
Biddle, S., Petrolini, I., & Pearson, N. (2013) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-093078 · Cited by 231 · see citing works
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Accelerometer-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
Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
Demeyer, H., Burtin, C., Remoortel, H. V., Hornikx, M., Langer, D., Decramer, M., Gosselink, R., Janssens, W., & Troosters, T. (2014) · CHEST Journal · doi:10.1378/chest.13-1968 · Cited by 225 · see citing works
The relationship between sedentary behaviour and physical activity in adults: A systematic review
Mansoubi, M., Pearson, N., Biddle, S., & Clemes, S. A. (2014) · Preventive Medicine · doi:10.1016/j.ypmed.2014.08.028 · Cited by 226 · see citing works
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Sedentary Time and Physical Activity Surveillance Through Accelerometer Pooling in Four European Countries
Loyen, A., Clarke-Cornwell, A. M., Anderssen, S. A., Hagströmer, M., Sardinha, L. B., Sundquist, K., Ekelund, U., Steene-Johannessen, J., Baptista, F., Hansen, B. H., et al. (2017) · Sports Medicine · doi:10.1007/s40279-016-0658-y · Cited by 182 · see citing works
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The impact of different types of parental support behaviours on child physical activity, healthy eating, and screen time: a cross-sectional study
Pyper, E., Harrington, D. W., & Manson, H. E. (2016) · BMC Public Health · doi:10.1186/s12889-016-3245-0 · Cited by 193 · see citing works
Should we reframe how we think about physical activity and sedentary behaviour measurement? Validity and reliability reconsidered
Kelly, 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
A randomized controlled trial of a wearable technology‐based intervention for increasing moderate to vigorous physical activity and reducing sedentary behavior in breast cancer survivors: The ACTIVATE Trial
Lynch, B. M., Nguyen, N. H., Moore, M. M., Reeves, M. M., Rosenberg, D. E., Boyle, T., Vallance, J. K., Milton, S., Friedenreich, C. M., & English, D. R. (2019) · Cancer · doi:10.1002/cncr.32143 · Cited by 171 · see citing works
Patterns of Sedentary Behavior in US Middle-Age and Older Adults: The REGARDS Study
DIAZ, K. M., HOWARD, V. J., HUTTO, B., COLABIANCHI, N., VENA, J. E., BLAIR, S. N., & HOOKER, S. P. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000792 · Cited by 170 · see citing works
A systematic review of determinants of sedentary behaviour in youth: a DEDIPAC-study
Mueller‐Stierlin, A. S., Lepeleere, S. D., Cardon, G., Dargent‐Molina, P., Hoffmann, B., MURPHY, M. H., Kennedy, A., O’Donoghue, G., CHASTIN, S. F. M., & Craemer, M. D. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0291-4 · Cited by 168 · see citing works
Psychology of Physical Activity
Biddle, S., Mutrie, N., & Gorely, T. (2015) · Routledge eBooks · doi:10.4324/9780203123492 · Cited by 158 · see citing works
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Sedentary behaviour, physical activity, and sarcopenia among older adults in the TSHA: isotemporal substitution model
Sánchez‐Sánchez, J. L., Mañas, A., García‐García, F. J., Ara, I., Carnicero, J. A. C., Walter, S., & Rodríguez‐Mañas, L. (2019) · Journal of Cachexia Sarcopenia and Muscle · doi:10.1002/jcsm.12369 · Cited by 152 · see citing works
The prospective association between objectively measured sedentary time, moderate‐to‐vigorous physical activity and cardiometabolic risk factors in youth: a systematic review and meta‐analysis
Skrede, T., Steene‐Johannessen, J., Anderssen, S. A., Resaland, G. K., & Ekelund, U. (2018) · Obesity Reviews · doi:10.1111/obr.12758 · Cited by 148 · see citing works
Variation in population levels of physical activity in European adults according to cross-European studies: a systematic literature review within DEDIPAC
Loyen, A., Hecke, L. V., Verloigne, M., Hendriksen, I. J. M., Lakerveld, J., Steene‐Johannessen, J., Vuillemin, A., Koster, A., Donnelly, A., Ekelund, U., et al. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0398-2 · Cited by 144 · see citing works
Measurement of sedentary behaviour in population health surveys: a review and recommendations
Prince, S. A., LeBlanc, A. G., Colley, R. C., & Saunders, T. J. (2017) · PeerJ · doi:10.7717/peerj.4130 · Cited by 136 · see citing works
Clinical use of objective measures of physical activity
Trost, S. G., & O'Neil, M. (2014) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-093173 · Cited by 139 · see citing works
Longitudinal associations between changes in screen-time and mental health outcomes in adolescents
Babic, M. J., Smith, J. J., Morgan, P. J., Eather, N., Plotnikoff, R. C., & Lubans, D. R. (2017) · Mental Health and Physical Activity · doi:10.1016/j.mhpa.2017.04.001 · Cited by 137 · see citing works
Accuracy of Posture Allocation Algorithms for Thigh- and Waist-Worn Accelerometers
Edwardson, C. L., Rowlands, A. V., Bunnewell, S., Sanders, J. P., Esliger, D., Gorely, T., O'Connell, S. E., Davies, M. J., Khunti, K. K., & Yates, T. E. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000865 · Cited by 131 · see citing works
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Reliability 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
Validation of the ActiGraph GT3X and activPAL Accelerometers for the Assessment of Sedentary Behavior
Kim, Y., Barry, V., & Kang, M. (2015) · Measurement in Physical Education and Exercise Science · doi:10.1080/1091367x.2015.1054390 · Cited by 112 · see citing works
Measurement of Active and Sedentary Behavior in Context of Large Epidemiologic Studies
Matthews, C. E., Keadle, S. K., Moore, S. C., Schoeller, D. A., Carroll, R. J., Troiano, R. P., & Sampson, J. N. (2017) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000001428 · Cited by 114 · see citing works
Reliability and validity of three questionnaires measuring context-specific sedentary behaviour and associated correlates in adolescents, adults and older adults
Busschaert, C., Bourdeaudhuij, I. D., Holle, V. V., CHASTIN, S. F. M., Cardon, G., & Cocker, K. A. D. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0277-2 · Cited by 111 · see citing works
Effectiveness of a walking programme to support adults with intellectual disabilities to increase physical activity: walk well cluster-randomised controlled trial
Melville, C. A., Mitchell, F., Stalker, K. O., Matthews, L., McConnachie, A., Murray, H. M., Melling, C., & Mutrie, N. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0290-5 · Cited by 110 · see citing works
Reducing children's classroom sitting time using sit-to-stand desks: findings from pilot studies in UK and Australian primary schools
Clemes, S. A., Barber, S., Bingham, D. D., Ridgers, N. D., Fletcher, E. A., Pearson, N., Salmon, J., & Dunstan, D. W. (2015) · Journal of Public Health · doi:10.1093/pubmed/fdv084 · Cited by 112 · see citing works
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Validation of a Previous-Day Recall Measure of Active and Sedentary Behaviors
Matthews, C. E., Keadle, S. K., Sampson, J. N., Lyden, K. A., Bowles, H. R., Moore, S. C., Libertine, A., Freedson, P. S., & Fowke, J. H. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182897690 · Cited by 109 · see citing works
Do the correlates of screen time and sedentary time differ in preschool children?
Downing, K. L., Hinkley, T., Salmon, J., Hnatiuk, J. A., & Hesketh, K. D. (2017) · BMC Public Health · doi:10.1186/s12889-017-4195-x · Cited by 108 · see citing works
Self-citation
The validity of the GENEActiv wrist-worn accelerometer for measuring adult sedentary time in free living
Pavey, T., Gomersall, S. R., Clark, B., & Brown, W. J. (2015) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2015.04.007 · Cited by 105 · see citing works
Text Messaging Interventions for Improvement in Physical Activity and Sedentary Behavior in Youth: Systematic Review
Ludwig, K., Arthur, R., Sculthorpe, N. F., Fountain, H., & Buchan, D. S. (2018) · JMIR mhealth and uhealth · doi:10.2196/10799 · Cited by 106 · see citing works
Cardiorespiratory Fitness, Sedentary Behaviour and Physical Activity Are Independently Associated with the Metabolic Syndrome, Results from the SCAPIS Pilot Study
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
Validity and reliability of subjective methods to assess sedentary behaviour in adults: a systematic review and meta-analysis
Bakker, E. A., Hartman, Y., Hopman, M. T. E., Hopkins, N. D., Graves, L., Dunstan, D. W., Healy, G. N., Eijsvogels, T. M. H., & Thijssen, D. H. J. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00972-1 · Cited by 100 · see citing works
Sedentary behavior in Brazilian children and adolescents: a systematic review
Guerra, P. H., Júnior, J. C. D. F., & Florindo, A. A. (2016) · Revista de Saúde Pública · doi:10.1590/s1518-8787.2016050006307 · Cited by 100 · see citing works
What Is the Effect on Obesity Indicators from Replacing Prolonged Sedentary Time with Brief Sedentary Bouts, Standing and Different Types of Physical Activity during Working Days? A Cross-Sectional Accelerometer-Based Study among Blue-Collar Workers
Gupta, N., Heiden, M., Aadahl, M., Korshøj, M., Jørgensen, M. B., & Holtermann, A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0154935 · Cited by 97 · see citing works
Comparability of activity monitors used in Asian and Western-country studies for assessing free-living sedentary behaviour
Kurita, S., Yano, S., Ishii, K., Shibata, A., Sasai, H., Nakata, Y., Fukushima, N., Inoue, S., Tanaka, S., Sugiyama, T., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0186523 · Cited by 98 · see citing works
Measuring free-living physical activity in COPD patients: Deriving methodology standards for clinical trials through a review of research studies
Byrom, B., & Rowe, D. A. (2016) · Contemporary Clinical Trials · doi:10.1016/j.cct.2016.01.006 · Cited by 96 · see citing works
Descriptive study of sedentary behaviours in 35,444 French working adults: cross-sectional findings from the ACTI-Cités study
Saidj, M., Menai, M., Charreire, H., Weber, C., Enaux, C., Aadahl, M., Kesse‐Guyot, E., Herçberg, S., Simon, C., & Oppert, J. (2015) · BMC Public Health · doi:10.1186/s12889-015-1711-8 · Cited by 93 · see citing works
Gender and Age Differences in Hourly and Daily Patterns of Sedentary Time in Older Adults Living in Retirement Communities
Bellettiere, J., Carlson, J., Rosenberg, D. E., Singhania, A., Natarajan, L., Berardi, V., LaCroix, A. Z., Sears, D. D., Moran, K., Crist, K., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0136161 · Cited by 92 · see citing works
Understanding occupational sitting: Prevalence, correlates and moderating effects in Australian employees
Cocker, K. A. D., Duncan, M. J., Short, C. E., van Uffelen, J. G. Z., & Vandelanotte, C. (2014) · Preventive Medicine · doi:10.1016/j.ypmed.2014.07.031 · Cited by 94 · see citing works
Using Sit-to-Stand Workstations in Offices
Mansoubi, M., Pearson, N., Biddle, S., & Clemes, S. A. (2015) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000802 · Cited by 91 · see citing works
Self-citation
Definitions, measurement and prevalence of sedentary behaviour in adults with intellectual disabilities — A systematic review
Melville, C. A., Oppewal, A., Elinder, L. S., Freiberger, E., Guerra-Balic, M., Hilgenkamp, T. I. M., Einarsson, I., Izquierdo‐Gómez, R., Sansano-Nadal, O., Rintala, P., et al. (2017) · Preventive Medicine · doi:10.1016/j.ypmed.2016.12.052 · Cited by 89 · see citing works
Validity of objective methods for measuring sedentary behaviour in older adults: a systematic review
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METHODS OF MEASUREMENT Methods of Measurement in epidemiology:
Behaviour, S., Atkin, A. J., Gorely, T., Clemes, S., Yates, T., Edwardson, C., Brage, S., Salmon, J., Marshall, S. J., & Biddle, S. (2012)
Self-citation
Issues and Challenges in Sedentary Behavior Measurement
Kang, M., & Rowe, D. A. (2015) · Measurement in Physical Education and Exercise Science · doi:10.1080/1091367x.2015.1055566 · Cited by 83 · see citing works
Measurement of Sedentary Behaviour in Population Studies
Ainsworth, B. E., Rivière, F., & Flórez-Pregonero, A. (2017) · Springer series on epidemiology and public health · doi:10.1007/978-3-319-61552-3_2 · Cited by 6 · see citing works
Methods of Assessing Sedentary Behaviour
Marconcin, P., Júdice, P. B., Ferrari, G., Werneck, A. O., & Marques, A. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.99567 · Cited by 12 · see citing works
Objective measurement of sedentary behaviour using accelerometers
Byrom, B., Stratton, G., Carthy, M. M., & Muehlhausen, W. (2016) · International Journal of Obesity · doi:10.1038/ijo.2016.136 · Cited by 86 · see citing works

Authors: Atkin, A. J., Gorely, T., Clemes, S. A., Yates, T., Edwardson, C., Brage, S., Salmon, J., Marshall, S. J., & Biddle, S. J.
Affiliations: Loughborough University (GB)
Corresponding author: Atkin, A. J.
ORCID: Atkin, A. J.
Gorely, T.
Clemes, S. A.
Yates, T.
Edwardson, C.
Brage, S.
Salmon, J.
Biddle, S. J.
Venue: International Journal of Epidemiology
Publisher: Oxford University Press (OUP)
Published: 2012-10-01
Volume: 41
Issue: 5
Pages: 1460-1471
ISSN: 0300-5771 (ISSN-L)
1464-3685
DOI: 10.1093/ije/dys118
PMC: PMC3465769
OpenAlex: W2131415741
Cited by: 518
References: 111
Citations by year: 2026: 7 · 2025: 18 · 2024: 22 · 2023: 19 · 2022: 27 · 2021: 34 · 2020: 62 · 2019: 56 · 2018: 46 · 2017: 66 · 2016: 60 · 2015: 52 · 2014: 30 · 2013: 17 · 2012: 1
FWCI: 21.45
Type: journal article
Language: en
Open access: bronze
doi.org
Locations: International Journal of Epidemiology (publishedVersion)
Europe PMC (PubMed Central) (publishedVersion)
PubMed Central (publishedVersion)
PubMed (publishedVersion)
Stirling Online Research Repository (University of Stirling) (submittedVersion)
Apollo (University of Cambridge) (submittedVersion)
Victoria University Research Repository (Victoria University) (submittedVersion)
Deakin Research Online (Deakin University) (submittedVersion)
Loughborough University Institutional Repository (Loughborough University) (submittedVersion, cc-by-nc-nd)
Loughborough University Research Repository (Loughborough University) (submittedVersion, cc-by-nc-nd)
HighWire Press Open Archive (submittedVersion)
UEA Digital Repository (University of East Anglia) (submittedVersion)
Funders: Wellcome Trust (087636)
National Institute for Health and Care Research
British Heart Foundation
Economic and Social Research Council (ES/G007462/1)
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 › Social Psychology › Ergonomics and Musculoskeletal Disorders
Keywords: sedentary behavior, accelerometry, television viewing, questionnaire reliability and validity, chronic disease risk factors, behaviour change interventions
MeSH terms: Data Collection, Epidemiologic Methods, Humans, Posture, Research Design, Reproducibility of Results, Health Behavior, Sedentary Behavior, Self Report, Accelerometry

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