Balanced: a randomised trial examining the efficacy of two self-monitoring methods for an app-based multi-behaviour intervention to improve physical activity, sitting and sleep in adults
Open accessAbstract
BACKGROUND: Many adults are insufficiently physically active, have prolonged sedentary behaviour and report poor sleep. These behaviours can be improved by interventions that include education, goal setting, self-monitoring, and feedback strategies. Few interventions have explicitly targeted these behaviours simultaneously or examined the relative efficacy of different self-monitoring methods. METHODS/DESIGN: This study aims to compare the efficacy of two self-monitoring methods in an app-based multi-behaviour intervention to improve objectively measured physical activity, sedentary, and sleep behaviours, in a 9 week 2-arm randomised trial. Participants will be adults (n = 64) who report being physically inactive, sitting >8 h/day and frequent insufficient sleep (≥14 days out of last 30). The "Balanced" intervention is delivered via a smartphone 'app', and includes education materials (guidelines, strategies to promote change in behaviour), goal setting, self-monitoring and feedback support. Participants will be randomly allocated to either a device-entered or user-entered self-monitoring method. The device-entered group will be provided with a activity tracker to self-monitor behaviours. The user-entered group will recall and manually record behaviours. Assessments will be conducted at 0, 3, 6, and 9 weeks. Physical activity, sedentary behaviour and sleep-wake behaviours will be measured using the wrist worn Geneactiv accelerometer. Linear mixed models will be used to examine differences between groups and over time using an alpha of 0.01. DISCUSSION: This study will evaluate an app-based multi-behavioural intervention to improve physical activity, sedentary behaviour and sleep; and the relative efficacy of two different approaches to self-monitoring these behaviours. Outcomes will provide information to inform future interventions and self-monitoring targeting these behaviours. TRIAL REGISTRATION: ACTRN12615000182594 (Australian New Zealand Clinical Trials Registry. Registry URL: www.anzctr.org.au ; registered prospectively on 25 February 2015).
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A total of 26 studies were included across all meta-analyses.
“A total of 26 studies were included across all meta-analyses [21,22,29-48,50-53].”
From Consumer-based wearable activity trackers increase physical activity participation: systematic review and meta-analysis (2019) · cites this paper as [33]
The Methods (Participant recruitment and Analysis; page not provided) describe the Balanced trial, so the citation identifies a study. The paper does not report that 26 studies were included across meta-analyses, or establish that this trial was included in them. (LLM, conf=0.78)
Experimental — accuracy not yet measuredEight studies that reported physical activity outcome measures had greater than 20% loss to follow-up, with three of these reporting a reduction in physical activity participation.
“In addition, 8 studies [29,32,33,37,42,43,46,48] that reported physical activity outcome measures had greater than 20% loss to follow-up, with 3 of these studies reporting a reduction in physical activity participation.”
From Consumer-based wearable activity trackers increase physical activity participation: systematic review and meta-analysis (2019) · cites this paper as [33]
The Methods (Secondary outcomes and Analysis; pages unavailable) specify physical activity outcome measures, so this paper supports its identification as a study assessing physical activity. It is a trial protocol describing planned assessments, not results: our copy does not report greater than 20% loss to follow-up or a reduction in physical activity participation. (LLM, conf=0.82)
Experimental — accuracy not yet measured17 studies specified that participants must have regular access to the internet, a computer, tablet, and/or smartphone.
“Furthermore, 17 studies specified that the participant must have regular access to the internet, a computer, tablet, and/or smartphone [21,30,33,35-37,39,41-47,51-53]”
From Consumer-based wearable activity trackers increase physical activity participation: systematic review and meta-analysis (2019) · cites this paper as [33]
13 studies included young adults (≤39.9 years), 15 included middle-aged adults (40-64.9 years), and 1 included adults over 65 years.
“Thirteen studies included young adults (≤39.9 years) [30-34,37,38,42,44,46-48,50], 15 included middle-aged adults (40-64.9 years) [21,22,29,35,36,39-41, 43,45,51-54], and 1 study included adults aged over 65 years [49].”
From Consumer-based wearable activity trackers increase physical activity participation: systematic review and meta-analysis (2019) · cites this paper as [33]
Less time was spent in sedentary behavior for those receiving a consumer-based wearable activity tracker intervention compared with control groups; however, the finding was not significant, and the quality of the evidence was graded as very low.
“Less time was spent in sedentary behavior for those receiving a consumer-based wearable activity tracker intervention compared with control groups; however, the finding was not significant, and the quality of the evidence was graded as very low [29,31-33,37-40].”
From Consumer-based wearable activity trackers increase physical activity participation: systematic review and meta-analysis (2019) · cites this paper as [33]
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Cites
The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research
Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989) · Psychiatry Research · doi:10.1016/0165-1781(89)90047-4 · Cited by 35,234 · see citing works
Lovibond, P. F., & Lovibond, S. H. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)00075-u · Cited by 14,523 · see citing works
SUS: A 'Quick and Dirty' Usability Scale
(1996) · Usability Evaluation In Industry · doi:10.1201/9781498710411-35 · Cited by 8,989 · see citing works
Lee, I.-M., Shiroma, E. J., Lobelo, F., Puska, P., Blair, S. N., & Katzmarzyk, P. T. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61031-9 · Cited by 8,215 · see citing works
Social cognitive theory of self-regulation
Bandura, A. (1991) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(91)90022-l · Cited by 6,875 · see citing works
Bush, K. (1998) · Archives of Internal Medicine · doi:10.1001/archinte.158.16.1789 · Cited by 6,196 · see citing works
Antony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998) · Psychological Assessment · doi:10.1037/1040-3590.10.2.176 · Cited by 4,874 · see citing works
Fit Yourself and Take Your Lungs to Heart
Palange, P., & Bonini, M. (2013) · Respiration · doi:10.1159/000350831 · Cited by 2,780 · see citing works
Sleep Health: Can We Define It? Does It Matter?
Buysse, D. J. (2014) · SLEEP · doi:10.5665/sleep.3298 · Cited by 2,607 · see citing works
Eysenbach, G. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e11 · Cited by 2,524 · see citing works
Webb, T. L., Joseph, J., Yardley, L., & Michie, S. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1376 · Cited by 2,517 · see citing works
Effective techniques in healthy eating and physical activity interventions: A meta-regression.
Michie, S., Abraham, C., Whittington, C., McAteer, J., & Gupta, S. (2009) · Health Psychology · doi:10.1037/a0016136 · Cited by 2,229 · see citing works
Michie, S., Ashford, S., Sniehotta, F. F., Dombrowski, S. U., Bishop, A., & French, D. P. (2011) · Psychology & Health · doi:10.1080/08870446.2010.540664 · Cited by 1,756 · see citing works
Quantity and Quality of Sleep and Incidence of Type 2 Diabetes
Cappuccio, F. P., D'Elia, L., Strazzullo, P., & Miller, M. A. (2010) · Diabetes Care · doi:10.2337/dc09-1124 · Cited by 1,670 · see citing works
A Systematic Review Assessing Bidirectionality between Sleep Disturbances, Anxiety, and Depression
Alvaro, P. K., Roberts, R. M., & Harris, J. K. (2013) · Sleep · doi:10.5665/sleep.2810 · Cited by 1,573 · see citing works
The effects of physical activity on sleep: A meta-analytic review
Kredlow, M. A., Capozzoli, M. C., Hearon, B. A., Calkins, A. W., & Otto, M. W. (2015) · Journal of Behavioral Medicine · doi:10.1007/s10865-015-9617-6 · Cited by 1,333 · see citing works
Rebar, A. L., Stanton, R., Geard, D., Short, C., Duncan, M. J., & Vandelanotte, C. (2015) · Health Psychology Review · doi:10.1080/17437199.2015.1022901 · Cited by 1,323 · see citing works
Self-citationThe World Health Organization Health and Work Performance Questionnaire (HPQ)
Kessler, R. C., Barber, C., Beck, A. L., Berglund, P. A., Cleary, P. D., McKenas, D. K., Pronk, N., Simon, G. E., Stang, P., Üstün, T. B., et al. (2003) · Journal of Occupational and Environmental Medicine · doi:10.1097/01.jom.0000052967.43131.51 · Cited by 1,135 · see citing works
Age Group Comparability of Raw Accelerometer Output from Wrist- and Hip-Worn Monitors
HILDEBRAND, M., VAN HEES, V. T., HANSEN, B. H., & EKELUND, U. (2014) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000000289 · Cited by 1,043 · see citing works
The role of sleep hygiene in promoting public health: a review of empirical evidence
Irish, L. A., Kline, C. E., Gunn, H. E., Buysse, D. J., & Hall, M. H. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.10.001 · Cited by 931 · see citing works
Time use and physical activity: a shift away from movement across the globe
Ng, S. W., & Popkin, B. M. (2012) · Obesity Reviews · doi:10.1111/j.1467-789x.2011.00982.x · Cited by 925 · see citing works
Sitting time and all-cause mortality risk in 222,497 Australian adults
van der Ploeg, H. P. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2011.2174 · Cited by 884 · see citing works
Daily Sitting Time and All-Cause Mortality: A Meta-Analysis
Chau, J. Y., Grunseit, A. C., Chey, T., Stamatakis, E., Brown, W. J., Matthews, C. E., Bauman, A. E., & van der Ploeg, H. P. (2013) · PLoS ONE · doi:10.1371/journal.pone.0080000 · Cited by 876 · see citing works
Self-citationGardner, B., Abraham, C., Lally, P. J., & de Bruijn, G. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-102 · Cited by 857 · see citing works
Changing Human Behavior to Prevent Disease: The Importance of Targeting Automatic Processes
Marteau, T. M., Hollands, G. J., & Fletcher, P. C. (2012) · Science · doi:10.1126/science.1226918 · Cited by 855 · see citing works
A novel, open access method to assess sleep duration using a wrist-worn accelerometer
van Hees, V. T., Sabia, S., Anderson, K. N., Denton, S. J., Oliver, J., Catt, M., Abell, J. G., Kivimäki, M., Trenell, M. I., & Singh-Manoux, A. (2015) · PLOS ONE · doi:10.1371/journal.pone.0142533 · Cited by 744 · see citing works
Sleep and exercise: A reciprocal issue?
Chennaoui, M., Arnal, P. J., Sauvet, F., & Léger, D. (2014) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.06.008 · Cited by 724 · see citing works
Moriarty, D. G. (2003) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-1-37 · Cited by 712 · see citing works
Assessment of Sleep Hygiene Using the Sleep Hygiene Index
Mastin, D. F., Bryson, J. B., & CORWYN, R. F. (2006) · Journal of Behavioral Medicine · doi:10.1007/s10865-006-9047-6 · Cited by 641 · see citing works
The Descriptive Epidemiology of Sitting
Bauman, A. E., Ainsworth, B. E., Sallis, J. F., Hagströmer, M., Craig, C. L., Bull, F., Pratt, M., Venugopal, K., Chau, J. Y., & Sjöstróm, M. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2011.05.003 · Cited by 617 · see citing works
Measuring and Influencing Physical Activity with Smartphone Technology: A Systematic Review
Roig, J. B., Gilson, N. D., Puig-Ribera, A. M., Contreras-Espinosa, R. S., & Trost, S. G. (2014) · Sports Medicine · doi:10.1007/s40279-014-0142-5 · Cited by 554 · see citing works
Self-citationEspie, C. A., Kyle, S. D., Williams, C., Ong, J. C., Douglas, N. J., Hames, P., & Brown, J. S. L. (2012) · Sleep · doi:10.5665/sleep.1872 · Cited by 550 · see citing works
Test-retest reliability of four physical activity measures used in population surveys
Brown, W. J., Trost, S. G., Bauman, A. E., Mummery, K. W., & Owen, N. G. (2004) · Journal of science and medicine in sport · doi:10.1016/s1440-2440(04)80010-0 · Cited by 515 · see citing works
Self-citationInterrupting long periods of sitting: good STUFF
Rutten, G. M., Savelberg, H. H. C. M., Biddle, S., & Kremers, S. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-1 · Cited by 499 · see citing works
Meta-analysis of internet-delivered interventions to increase physical activity levels
Davies, C. A., Spence, J. C., Vandelanotte, C., Caperchione, C. M., & Mummery, W. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-52 · Cited by 488 · see citing works
Self-citationLee, S. W. H., Ng, K. Y., & Chin, W. K. (2017) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2016.02.001 · Cited by 470 · see citing works
Randomized Trial of a Fitbit-Based Physical Activity Intervention for Women
Cadmus-Bertram, L. A., Marcus, B. H., Patterson, R. E., Parker, B. A., & Morey, B. L. (2015) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2015.01.020 · Cited by 469 · see citing works
Ferguson, T., Rowlands, A. V., Olds, T., & Maher, C. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0201-9 · Cited by 468 · see citing works
Kessler, R. C., Ames, M., Hymel, P. A., Loeppke, R., McKenas, D. K., Richling, D. E., Stang, P., & Üstün, T. B. (2004) · Journal of Occupational and Environmental Medicine · doi:10.1097/01.jom.0000126683.75201.c5 · Cited by 447 · see citing works
Translating Physical Activity Recommendations into a Pedometer-Based Step Goal
Marshall, S. J., Levy, S. S., Tudor-Locke, C. E., Kolkhorst, F. W., Wooten, K. M., Ji, M., Macera, C. A., & Ainsworth, B. E. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2009.01.021 · Cited by 447 · see citing works
Vandelanotte, C., Müller, A. M., Short, C. E., Hingle, M., Nathan, N., Williams, S. L., Lopez, M. L., Parekh, S., & Maher, C. A. (2016) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2015.12.006 · Cited by 396 · see citing works
Self-citationSelf‐Regulation Assessment and Intervention in Physical Health and Illness: A Review
Maes, S., & Karoly, P. (2005) · Applied Psychology · doi:10.1111/j.1464-0597.2005.00210.x · Cited by 389 · see citing works
Christensen, H., Batterham, P. J., Gosling, J. A., Ritterband, L. M., Griffiths, K. M., Thorndike, F. P., Glozier, N., O'Dea, B., Hickie, I. B., & Mackinnon, A. J. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(15)00536-2 · Cited by 365 · see citing works
Kline, C. E. (2014) · American Journal of Lifestyle Medicine · doi:10.1177/1559827614544437 · Cited by 364 · see citing works
Validation of Self-Reported Sleep Against Actigraphy
Girschik, J., Fritschi, L., Heyworth, J. S., & Waters, F. (2012) · Journal of Epidemiology · doi:10.2188/jea.je20120012 · Cited by 348 · see citing works
Retest reliability of surveillance questions on health related quality of life
Andresen, E. M., Catlin, T. K., Wyrwich, K. W., & Jackson-Thompson, J. (2003) · Journal of Epidemiology and Community Health · doi:10.1136/jech.57.5.339 · Cited by 335 · see citing works
Sabia, S., van Hees, V. T., Shipley, M. J., Trenell, M. I., Hagger-Johnson, G., Elbaz, A., Kivimaki, M., & Singh-Manoux, A. (2014) · American Journal of Epidemiology · doi:10.1093/aje/kwt330 · Cited by 304 · see citing works
Tudor-Locke, C. E., Sisson, S. B., Collova, T., Lee, S. M., & Swan, P. D. (2005) · Canadian Journal of Applied Physiology · doi:10.1139/h05-147 · Cited by 287 · see citing works
Night-to-night sleep variability in older adults with and without chronic insomnia
Buysse, D. J., Cheng, Y., Germain, A., Moul, D. E., Franzen, P. L., Fletcher, M., & Monk, T. H. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2009.02.010 · Cited by 252 · see citing works
Computerised Cognitive Behavioural Therapy for Insomnia: A Systematic Review and Meta-Analysis
Cheng, S. K., & Dizon, J. (2012) · Psychotherapy and Psychosomatics · doi:10.1159/000335379 · Cited by 241 · cited 3× · see citing works
“Consequently, interventions targeting these behaviours must have large reach, an objective that can be achieved by delivering interventions using technology-based approaches [26, 37].”
BackgroundAll-Cause Mortality Attributable to Sitting Time
Rezende, L. F. M., de Sá, T. H., Mielke, G. I., Viscondi, J. Y. K., Rey-López, J. P., & García, L. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.01.022 · Cited by 225 · see citing works
Measuring Sleep Habits Without Using a Diary: The Sleep Timing Questionnaire
Monk, T. H., Buysse, D. J., Kennedy, K. S., Potts, J. M., DeGrazia, J. M., & Miewald, J. M. (2003) · SLEEP · doi:10.1093/sleep/26.2.208 · Cited by 210 · see citing works
Public health implications of sleep loss: the community burden
Hillman, D. R., & Lack, L. C. (2013) · The Medical Journal of Australia · doi:10.5694/mja13.10620 · Cited by 195 · see citing works
Donkin, L., Hickie, I. B., Christensen, H., Naismith, S. L., Neal, B., Cockayne, N. L., & Glozier, N. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2771 · Cited by 193 · see citing works
Kirwan, M., Duncan, M. J., Vandelanotte, C., & Mummery, W. K. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1950 · Cited by 189 · see citing works
Self-citationMethod: Comparison of surveys used to measure physical activity
Brown, W. J., Bauman, A. E., Chey, T., Trost, S. G., & Mummery, K. W. (2004) · Australian and New Zealand Journal of Public Health · doi:10.1111/j.1467-842x.2004.tb00925.x · Cited by 179 · see citing works
Self-citationActical Accelerometer Sedentary Activity Thresholds for Adults
Wong, S. L., Colley, R. C., Gorber, S. C., & Tremblay, M. S. (2011) · Journal of Physical Activity and Health · doi:10.1123/jpah.8.4.587 · Cited by 177 · see citing works
Field evaluation of a random forest activity classifier for wrist-worn accelerometer data
Pavey, T. G., Gilson, N. D., Gomersall, S. R., Clark, B., & Trost, S. G. (2017) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2016.06.003 · Cited by 174 · see citing works
Self-citationA tool for measuring workers' sitting time by domain: the Workforce Sitting Questionnaire
Chau, J. Y., van der Ploeg, H. P., Dunn, S., Kurko, J., & Bauman, A. E. (2011) · British Journal of Sports Medicine · doi:10.1136/bjsports-2011-090214 · Cited by 172 · see citing works
Jean-Louis, G., Williams, N. J., Sarpong, D., Pandey, A., Youngstedt, S., Zizi, F., & Ogedegbe, G. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-290 · Cited by 158 · see citing works
Sleep, its regulation and possible mechanisms of sleep disturbances
Porkka‐Heiskanen, T., Zitting, K. ‐., & Wigren, H. ‐. (2013) · Acta Physiologica · doi:10.1111/apha.12134 · Cited by 157 · see citing works
Duncan, M. J., Vandelanotte, C., Kolt, G. S., Rosenkranz, R. R., Caperchione, C. M., George, E. S., Ding, H., Hooker, C., Karunanithi, M., Maeder, A., et al. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3107 · Cited by 149 · see citing works
Self-citationMorgan, P. J., Lubans, D. R., Collins, C. E., Warren, J. M., & Callister, R. (2010) · Obesity · doi:10.1038/oby.2010.119 · Cited by 139 · see citing works
Aikins, A. D., Kushitor, M. K., Koram, K. A., Gyamfi, S., & Ogedegbe, G. G. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-s2-s3 · Cited by 139 · see citing works
Shankar, A., Syamala, S., & Kalidindi, S. (2010) · PLoS ONE · doi:10.1371/journal.pone.0014189 · Cited by 113 · see citing works
Temporal Relationships between Physical Activity and Sleep in Older Women
Lambiase, M. J., Gabriel, K. P., Kuller, L. H., & Matthews, K. A. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31829e4cea · Cited by 110 · see citing works
Alley, S., Schöeppe, S., Guertler, D., Jennings, C. A., Duncan, M. J., & Vandelanotte, C. (2016) · BMJ Open · doi:10.1136/bmjopen-2016-011243 · Cited by 105 · see citing works
Self-citationJohnson, S. S., Paiva, A. L., Mauriello, L. M., Prochaska, J. O., Redding, C. A., & Velicer, W. F. (2013) · Health Psychology · doi:10.1037/a0034215 · Cited by 97 · see citing works
King, K., Meader, N., Wright, K. E., Graham, H. M., Power, C., Petticrew, M. P., White, M. J., & Sowden, A. J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0117015 · Cited by 92 · see citing works
Update on Energy Homeostasis and Insufficient Sleep
Penev, P. D. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1067 · Cited by 86 · see citing works
Chronic disease and sitting time in middle-aged Australian males: findings from the 45 and Up Study
George, E. S., Rosenkranz, R. R., & Kolt, G. S. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-20 · Cited by 86 · see citing works
Compernolle, S., Vandelanotte, C., Cardon, G., De Bourdeaudhuij, I., & De Cocker, K. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.3402 · Cited by 80 · see citing works
Self-citationRebar, A. L., Vandelanotte, C., van Uffelen, J. G. Z., Short, C. E., & Duncan, M. J. (2014) · Mental health and physical activity · doi:10.1016/j.mhpa.2014.02.004 · Cited by 67 · see citing works
Self-citationBUMAN, M. P., HEKLER, E. B., BLIWISE, D. L., & KING, A. C. (2011) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2010.00866.x · Cited by 57 · see citing works
Kirwan, M., Duncan, M. J., Vandelanotte, C., & Mummery, W. K. (2012) · Health Education & Behavior · doi:10.1177/1090198112449460 · Cited by 56 · see citing works
Self-citationMeasuring Physical Activity Change in Broad-Reach Intervention Trials
Reeves, M. M., Marshall, A. L., Owen, N. G., WINKLER, E. A. H., & Eakin, E. (2010) · Journal of Physical Activity and Health · doi:10.1123/jpah.7.2.194 · Cited by 52 · see citing works
Duncan, M. J., Kline, C. E., Rebar, A. L., Vandelanotte, C., & Short, C. E. (2015) · Journal of Public Health · doi:10.1007/s10389-015-0693-4 · Cited by 44 · see citing works
Self-citationO'Reilly, S. L., & McCann, L. (2011) · Australian Journal of Primary Health · doi:10.1071/py11005 · Cited by 41 · see citing works
Sedentary behavior and sleep efficiency in active community-dwelling older adults
Madden, K. M., Ashe, M. C., Lockhart, C., & Chase, J. M. (2014) · Sleep Science · doi:10.1016/j.slsci.2014.09.009 · Cited by 41 · see citing works
Development and Evaluation of Social Cognitive Measures Related to Adolescent Physical Activity
Dewar, D. L., Lubans, D. R., Morgan, P. J., & Plotnikoff, R. C. (2013) · Journal of Physical Activity and Health · doi:10.1123/jpah.10.4.544 · Cited by 41 · see citing works
A scoping review of risk behaviour interventions in young men
Ashton, L., Hutchesson, M., Rollo, M. E., Morgan, P. J., & Collins, C. E. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-957 · Cited by 38 · see citing works
McSharry, J., Olander, E. K., & French, D. (2014) · Health Psychology · doi:10.1037/hea0000185 · Cited by 28 · see citing works
Filion, A. J., Darlington, G., Chaput, J., Ybarra, M. L., & Haines, J. (2015) · BMC Public Health · doi:10.1186/s12889-015-2045-2 · Cited by 28 · see citing works
Bonke, J. (2015) · Sleep Medicine · doi:10.1016/j.sleep.2014.10.021 · Cited by 28 · see citing works
Vandelanotte, C., Duncan, M. J., Hanley, C., & Mummery, W. K. (2011) · Journal of Health Psychology · doi:10.1177/1359105310390543 · Cited by 22 · see citing works
Self-citationAguiar, E. J., Morgan, P. J., Collins, C. E., Plotnikoff, R. C., Young, M. D., & Callister, R. (2014) · Contemporary Clinical Trials · doi:10.1016/j.cct.2014.07.008 · Cited by 15 · see citing works
Wilson, S. J., & Nutt, D. (2007) · Psychiatry · doi:10.1016/j.mppsy.2007.04.009 · Cited by 12 · see citing works
Which population groups are most unaware of CVD risks associated with sitting time?
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- [44]Davies CA Spence JC Vandelanotte C Caperchione CM Mummery WK Meta-analysis of internet-delivered interventions to increase physical activity levels IJBNPA 2012 9 52 22546283 PMC3464872
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Seo, M.-W., Kim, Y., Jung, H. C., Kim, J., & Lee, J. M. (2020) · Sustainability · doi:10.3390/su12218803 · Cited by 11 · see citing works
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Gerhardsson, K. M., Hassan, M., Tornberg, Å. B., & Schmidt, S. (2024) · BMC Public Health · doi:10.1186/s12889-024-20309-y · Cited by 5 · see citing works
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Crawford, J., Åsberg, K., Blomqvist, J., Lundgren, O., Henriksson, H., Henriksson, P., Bendtsen, P., Löf, M., & Bendtsen, M. (2026) · Journal of Medical Internet Research · doi:10.2196/88881 · Cited by 1 · see citing works
Zhang, P., Burns, R. D., Fu, Y., Godin, S., Li, Z., & Zhang, X. (2021) · International Journal of Kinesiology in Higher Education · doi:10.1080/24711616.2020.1866467 · Cited by 1 · see citing works
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Dance, C. (2020) · Digital Commons - USU (Utah State University) · doi:10.26076/6087-c6d8
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Fallmann, S., Chen, L., & Chen, F. (2019) · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · doi:10.1109/dasc/picom/cbdcom/cyberscitech.2019.00018
Migliorelli, C., Ros-Freixedes, L., Gómez-Martínez, M., & Orte, S. (2022) · Research Square · doi:10.21203/rs.3.rs-1485178/v1
Electronic Activity Monitoring
Lewis, Z. H., & Christopherson, U. (2023) · Cambridge University Press eBooks · doi:10.1017/9781107165250.017
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Yukang, X., & Zhu, L. (2023) · Cambridge University Press eBooks · doi:10.1017/9781107165250.010
- Authors
- Duncan, M. J., Vandelanotte, C., Trost, S. G., Rebar, A. L., Rogers, N., Burton, N. W., Murawski, B., Rayward, A., Fenton, S., & Brown, W. J.
- Affiliations
- University of Newcastle Australia (AU)
- Central Queensland University (AU)
- Queensland University of Technology (AU)
- The University of Sydney (AU)
- The University of Queensland (AU)
- Corresponding author
- Duncan, Mitch J.
- ORCID
- Venue
- BMC Public Health
- Published
- 2016-07-30
- Volume
- 16
- Issue
- 1
- Pages
- 670-670
- ISSN
- 1471-2458 (ISSN-L)
- PMC
- PMC4967346
- OpenAlex
- W2483619682
- Cited by
- 43
- References
- 89
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 4 · 2022: 4 · 2021: 5 · 2020: 7 · 2019: 9 · 2018: 9 · 2017: 2
- FWCI
- 5.37
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Public Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion, other-oa)
- QUT ePrints (Queensland University of Technology) (submittedVersion, cc-by)
- Acquire (CQUniversity) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eSpace (Curtin University) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Griffith Research Online (submittedVersion, cc-by)
- Funders
- National Heart Foundation of Australia (100029, ID 100427)
- National Health and Medical Research Council (GNT1105926)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
- Keywords
- self-monitoring, physical activity, sedentary behavior, sleep, mobile application, wearable activity trackers, behavior change, goal setting, feedback, adults, insufficient sleep
- MeSH terms
- Smartphone, Adolescent, Adult, Behavior Therapy, Female, Humans, Male, Middle Aged, New South Wales, Sleep, Exercise, Treatment Outcome, Young Adult, Sedentary Behavior, Mobile Applications
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