Impact of accelerometer and pedometer use on physical activity and glycaemic control in people with Type 2 diabetes: a systematic review and meta‐analysis
Abstract
Background: Self‐directed pedometer use increases physical activity levels in the general population; however, evidence of benefit for Type 2 diabetes is unclear and has not been systematically reviewed for accelerometers. Aim: To examine the impact of using physical activity monitoring devices (pedometers and accelerometers) on free‐living physical activity and HbA 1c levels in people with Type 2 diabetes. Methods: We conducted a systematic literature review. Bibliographic databases included Medline, Embase, Web of Science, CINAHL, SportDiscus and the Cochrane Central Register of Controlled Trials. We included controlled trials evaluating interventions based on the use of pedometers or accelerometers to promote physical activity in people with Type 2 diabetes. Primary outcomes were physical activity (min/week or steps) and HbA 1c [mmol/mol (%)]. Secondary outcomes were weight, blood pressure and lipid profile. Results: Twelve trials (1458 participants) were identified, of which nine studied pedometers and three accelerometers. Random‐effects meta‐analysis showed an overall increase in physical activity (standardized mean difference 0.57, 95% CI 0.24, 0.91) in the intervention groups. Accelerometers and pedometers produced a similar effect size. No significant differences were observed in HbA 1c, BMI, blood pressure or lipid profile. Conclusions: People with Type 2 diabetes, provided with an accelerometer or pedometer, substantially increased their free‐living physical activity. There is no evidence that monitor use alone improves HbA 1c or other clinical outcomes. Further trials are needed to compare the relative effects of activity monitors within differing complex interventions.
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Evidence from randomised controlled trials and systematic reviews indicates that fitness trackers are effective at increasing physical activity, as measured by daily steps and minutes of moderate-to-vigorous physical activity.
“Evidence from randomised controlled trials (RCTs) and systematic reviews indicates that fitness trackers are effective at increasing physical activity, as measured by daily steps and minutes of moderate-to-vigorous physical activities (MVPA) [17,24,25].”
From Economic evaluation of wearable fitness trackers versus metformin for preventing type 2 diabetes in the UK population (2025) · cites this paper as [17]
Recent reviews have highlighted the effectiveness of fitness trackers in increasing physical activity levels and improving health outcomes related to chronic disease management.
“Recent reviews have highlighted their effectiveness in increasing physical activity levels and improving health outcomes related to chronic disease management [17,18].”
From Economic evaluation of wearable fitness trackers versus metformin for preventing type 2 diabetes in the UK population (2025) · cites this paper as [17]
Recent reviews have shown that CWATs have potential to increase physical activity.
“Although recent reviews have shown that CWATs have potential to increase physical activity, they included only one type of chronic disease [19, 20] or solely pedometers [14, 21].”
Recent reviews of CWATs included only one type of chronic disease or solely pedometers.
“Although recent reviews have shown that CWATs have potential to increase physical activity, they included only one type of chronic disease [19, 20] or solely pedometers [14, 21].”
Most reviews did not (or partly) report a cardiometabolic risk profile.
“In addition, conclusions are not based on randomised controlled trials [14, 22] and most of reviews did not (or partly) report a cardiometabolic risk profile [15, 19, 20, 23].”
Use of physical activity trackers has been associated with increased physical activity in people with T2D, which can be maintained for up to 12 months.
“Use of PA trackers has been associated with increased PA in people with T2D,13 which can be maintained for up to 12 months.14”
Increasing physical activity, both through purposeful exercise and unstructured lifestyle behaviours, is fundamental to the initial treatment of type 2 diabetes and recommended in international guidelines.
“Increasing physical activity (PA), both through purposeful exercise and unstructured lifestyle behaviours is fundamental to the initial treatment of type 2 diabetes (T2D) and recommended in international guidelines.”
The retention rate compares well with studies in a systematic review of pedometer/accelerometer interventions in T2D (n=7, mean 78%, range 63%-98%).
“The retention rate also compares well with studies included in a systematic review of interventions using pedometers or accelerometers to promote PA in people with T2D (n=7 randomised trials, mean 78%, range 63%–98%).13”
Cites
Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & the PRISMA Group* (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00135 · Cited by 37,554 · see citing works
Cochrane Handbook for Systematic Reviews of Interventions Version 5.0.1. The Cochrane Collaboration
Higgins, J., Green, S. R., & Higgins, J. (2008) · Cited by 5,544 · see citing works
Using Pedometers to Increase Physical Activity and Improve Health: A Systematic Review
Bravata, D. M., Smith-Spangler, C., Sundaram, V., Gienger, A. L., Lin, N., Lewis, R., Stave, C. D., Olkin, I., & Sirard, J. R. (2007) · JAMA · doi:10.1001/jama.298.19.2296 · Cited by 2,064 · see citing works
Interindividual variation in posture allocation: possible role in human obesity
Levine, J. A., Lanningham-Foster, L. M., McCrady, S. K., Krizan, A. C., Olson, L. R., Kane, P. H., Jensen, M. D., & Clark, M. M. (2005) · Science · doi:10.1126/science.1106561 · Cited by 705 · see citing works
Colberg (2010) · doi:10.2337/dc10-1548 · Cited by 656 · see citing works
Physical Activity in the Prevention of Type 2 Diabetes
Laaksonen, D. E., Lindström, J., Lakka, T. A., Eriksson, J. G., Niskanen, L., Wikström, K., Aunola, S., Keinänen-Kiukaanniemi, S., Laakso, M., Valle, T. T., et al. (2005) · Diabetes · doi:10.2337/diabetes.54.1.158 · Cited by 614 · see citing works
Woodcock, J., Franco, O. H., Orsini, N., & Roberts, I. (2010) · International Journal of Epidemiology · doi:10.1093/ije/dyq104 · Cited by 509 · see citing works
Physical activity in U.S. adults with diabetes and at risk for developing diabetes, 2003
Morrato, E. H., Hill, J. O., Wyatt, H. R., Ghushchyan, V., & Sullivan, P. W. (2007) · Diabetes Care · doi:10.2337/dc06-1128 · Cited by 482 · see citing works
A Meta-Analysis of Pedometer-Based Walking Interventions and Weight Loss
Richardson, C. R., Newton, T. L., Abraham, J. J., Sen, A., Jimbo, M., & Swartz, A. M. (2008) · The Annals of Family Medicine · doi:10.1370/afm.761 · Cited by 421 · see citing works
Relationship of Walking to Mortality Among US Adults With Diabetes
Gregg, E. W., Gerzoff, R. B., Caspersen, C. J., Williamson, D. F., & Narayan, K. M. V. (2003) · Archives of Internal Medicine · doi:10.1001/archinte.163.12.1440 · Cited by 400 · see citing works
Pathogenesis of type 2 diabetes: tracing the reverse route from cure to cause
Taylor, R. (2008) · Diabetologia · doi:10.1007/s00125-008-1116-7 · Cited by 352 · see citing works
Changing Physical Activity Behavior in Type 2 Diabetes
Avery, L., Flynn, D., van Wersch, A., Sniehotta, F. F., & Trenell, M. I. (2012) · Diabetes Care · doi:10.2337/dc11-2452 · Cited by 340 · see citing works
Tudor-Locke, C., Bell, R. C., Myers, A. M., Harris, S. B., Ecclestone, N. A., Lauzon, N., & Rodger, N. W. (2004) · International Journal of Obesity · doi:10.1038/sj.ijo.0802485 · Cited by 321 · see citing works
Andrews, R., Cooper, A., Montgomery, A., Norcross, A., Peters, T., Sharp, D., Jackson, N., Fitzsimons, K., Bright, J., Coulman, K., et al. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60442-x · Cited by 302 · see citing works
Schutz, Y., Weinsier, R., & Hunter, G. R. (2001) · Obesity Research · doi:10.1038/oby.2001.48 · Cited by 282 · see citing works
Helmerhorst, H. J. F., Wijndaele, K., Brage, S., Wareham, N. J., & Ekelund, U. (2009) · Diabetes · doi:10.2337/db08-1773 · Cited by 257 · see citing works
A randomized trial of telephonic counseling plus walking for depressed diabetes patients
Piette, J. D., Richardson, C., Himle, J., Duffy, S., Torres, T., Vogel, M., Barber, K., & Valenstein, M. (2011) · Medical Care · doi:10.1097/mlr.0b013e318215d0c9 · Cited by 198 · see citing works
Liubaoerjijin, Y., Terada, T., Fletcher, K., & Boulé, N. G. (2016) · Acta Diabetologica · doi:10.1007/s00592-016-0870-0 · Cited by 145 · see citing works
Balducci, S., Zanuso, S., Cardelli, P., Salvi, L., Bazuro, A., Pugliese, L., Maccora, C., Iacobini, C., Conti, F. G., Nicolucci, A., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049297 · Cited by 123 · cited 1× · see citing works
“Evidence suggests that this type of physical activity can reduce mortality and morbidity both in sedentary people [6,7,8] and in people with Type 2 diabetes [7, 9, 10].”
Backgroundde Vries, H. J., Kooiman, T. J. M., van Ittersum, M. W., van Brussel, M., & de Groot, M. (2016) · Obesity · doi:10.1002/oby.21619 · Cited by 123 · see citing works
Vaes, A. W., Cheung, A., Atakhorrami, M., Groenen, M. T. J., Amft, O., Franssen, F. M. E., Wouters, E. F. M., & Spruit, M. A. (2013) · Annals of Medicine · doi:10.3109/07853890.2013.810891 · Cited by 119 · see citing works
Step counter use in type 2 diabetes: a meta-analysis of randomized controlled trials
Qiu, S., Cai, X., Chen, X., Yang, B., & Sun, Z. (2014) · BMC Medicine · doi:10.1186/1741-7015-12-36 · Cited by 106 · see citing works
The Frequency and Behavioral Outcomes of Goal Choices in the Self-management of Diabetes
Estabrooks, P. A., Nelson, C. C., Xu, S., King, D. K., Bayliss, E. A., Gaglio, B., Nutting, P. A., & Glasgow, R. E. (2005) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721705276578 · Cited by 104 · see citing works
Plotnikoff, R. C., Karunamuni, N. D., Courneya, K. S., Sigal, R. J., Johnson, J. A., & Johnson, S. T. (2012) · Annals of Behavioral Medicine · doi:10.1007/s12160-012-9405-2 · Cited by 63 · see citing works
Impact of Using a Pedometer on Time Spent Walking in Older Adults With Type 2 Diabetes
Engel, L., & Lindner, H. (2006) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721705284373 · Cited by 61 · see citing works
Dyck, D. V., Greef, K. D., Deforche, B. I., Ruige, J. B., Bouckaert, J. J., Tudor-Locke, C. E., Kaufman, J., & Bourdeaudhuij, I. D. (2013) · Health Education Research · doi:10.1093/her/cyt038 · Cited by 59 · see citing works
Cichosz, S. L., Fleischer, J., Høyem, P., Laugesen, E., Poulsen, P. L., Christiansen, J. S., Ejskjær, N., & Hansen, T. K. (2013) · Diabetic Medicine · doi:10.1111/dme.12199 · Cited by 56 · see citing works
Loprinzi, P. D., & Ramulu, P. Y. (2013) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2013.05.015 · Cited by 51 · see citing works
Promoting Physical Activity for Persons With Diabetes
Diedrich, A., Munroe, D. J., & Romano, M. (2009) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721709352382 · Cited by 47 · see citing works
Cai, X., Qiu, S. H., Yin, H., Sun, Z. L., Ju, C. P., Zügel, M., Steinacker, J. M., & Schumann, U. (2016) · Diabetic Medicine · doi:10.1111/dme.13104 · Cited by 46 · see citing works
Bjørgaas, M. R., Vik, J. T., Stølen, T., Lydersen, S., & Grill, V. (2008) · Metabolism · doi:10.1016/j.metabol.2007.12.002 · Cited by 41 · see citing works
Accelerometer feedback to promote physical activity in adults with type 2 diabetes: a pilot study
Paschali, A. A., Kalantzi-Azizi, A., Goodrick, G. K., Papadatou, D., & Balasubramanyam, A. (2005) · Perceptual and Motor Skills · doi:10.2466/pms.100.1.61-68 · Cited by 40 · see citing works
Funk, M. D., & Taylor, E. E. (2013) · Current Diabetes Reviews · doi:10.2174/15733998113096660084 · Cited by 31 · see citing works
Furber, S. E., Monger, C., Franco, L., Mayne, D. J., Jones, L. A., Laws, R., & Waters, L. (2008) · Health Promotion Journal of Australia · doi:10.1071/he08189 · Cited by 28 · see citing works
Tubili, C., Flaviani, A. D., Morviducci, L., Nardone, M. R., & Altieri, N. (2010) · Metabolism · doi:10.1016/j.metabol.2010.05.005 · Cited by 5 · see citing works
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Ferguson, T., Olds, T., Curtis, R., Blake, H., Crozier, A. J., Dankiw, K., Dumuid, D., Kasai, D., O'Connor, E., Virgara, R., et al. (2022) · The Lancet Digital Health · doi:10.1016/s2589-7500(22)00111-x · Cited by 560 · see citing works
Patel, M. S., Benjamin, E. J., Volpp, K. G., Fox, C. S., Small, D. S., Massaro, J. M., Lee, J. J., Hilbert, V., Valentino, M., Taylor, D. H., et al. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.3458 · Cited by 218 · see citing works
Franssen, W. M. A., Franssen, G. H. L. M., Spaas, J., Solmi, F., & Eijnde, B. O. (2020) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-020-00955-2 · Cited by 188 · see citing works
Balducci, S., D’Errico, V., Haxhi, J., Sacchetti, M., Orlando, G., Cardelli, P., Vitale, M., Bollanti, L., Conti, F., Zanuso, S., et al. (2019) · JAMA · doi:10.1001/jama.2019.0922 · Cited by 158 · see citing works
Armstrong, M., Winnard, A., Chynkiamis, N., Boyle, S., Burtin, C., & Vogiatzis, I. (2019) · European Respiratory Review · doi:10.1183/16000617.0039-2019 · Cited by 90 · see citing works
Qiu, S., Cai, X., Wang, X., He, C., Zügel, M., Steinacker, J. M., & Schumann, U. (2018) · Therapeutic Advances in Respiratory Disease · doi:10.1177/1753466618787386 · Cited by 60 · see citing works
Hodkinson, A., Kontopantelis, E., Adeniji, C., van Marwijk, H., McMillan, B., Bower, P., & Panagioti, M. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.12895 · Cited by 55 · see citing works
RetractedMarin, T. S., Kourbelis, C., Foote, J., Newman, P., Brown, A., Daniel, M., Coffee, N. T., Nicholls, S. J., Ganesan, A., Versace, V. L., et al. (2019) · European Journal of Preventive Cardiology · doi:10.1177/2047487318805580 · Cited by 33 · see citing works
Timurtas, E., Inceer, M., Mayo, N., Karabacak, N., Sertbas, Y., & Polat, M. G. (2022) · Primary care diabetes · doi:10.1016/j.pcd.2021.12.005 · Cited by 30 · see citing works
Bannell, D. J., France-Ratcliffe, M., Buckley, B. J. R., Crozier, A., Davies, A. P., Hesketh, K. L., Jones, H., Cocks, M., Sprung, V. S., & on behalf of the MOTIVATE Team (2023) · DIGITAL HEALTH · doi:10.1177/20552076231183552 · Cited by 25 · see citing works
“These changes are broadly in line with previous meta-analyses using technology in selfmonitoring interventions.(47,48) Thus, findings demonstrate that MOTIVATE is helpful in mediating positive changes in structured exercise and habitual PA behaviour.”
ResultPelletier, C., Gagnon, M.-P., Alméras, N., Després, J.-P., Poirier, P., Tremblay, A., Chabot, C., & Rhéaume, C. (2021) · mHealth · doi:10.21037/mhealth-20-154 · Cited by 15 · see citing works
Chua, R. E. C., Lau, Y., Ang, W. W., Boey, A. A. Y. F., & Lau, S. T. (2024) · Journal of Diabetes · doi:10.1111/1753-0407.70002 · Cited by 14 · see citing works
Peng, P., Zhang, N., Huang, J., Jiao, X., & Shen, Y. (2023) · Endocrine Practice · doi:10.1016/j.eprac.2023.02.004 · Cited by 12 · see citing works
de Oliveira, V. L. P., de Paula, T. P., & Viana, L. V. (2024) · Nutrition, Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2023.11.017 · Cited by 11 · see citing works
Hesketh, K., Low, J., Andrews, R., Blitz, S., Buckley, B., Falkenhain, K., Job, J., Jones, C. A., Jones, H., Jung, M. E., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-092260 · Cited by 9 · see citing works
L. P. de Oliveira, V., de Freitas, M. M., P. de Paula, T., Gubert, M. L., Miller, M. E. P., Schuchmann, R. A., Souza, K. L. A., & Viana, L. V. (2024) · Nutrition and Health · doi:10.1177/02601060221124201 · Cited by 8 · see citing works
Mähs, M., Pithan, J. S., Bergmann, I., Gabrys, L., Graf, J., Hölzemann, A., Van Laerhoven, K., Otto-Hagemann, S., Popescu, M. L., Schwermann, L., et al. (2022) · Trials · doi:10.1186/s13063-022-06550-z · Cited by 4 · see citing works
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Tanaka, R., Fujita, K., Maeno, S., Yakushiji, K., Tanaka, S., Ohnaka, K., Ashida, K., Sakamoto, S., & Nomura, M. (2022) · Japan Journal of Nursing Science · doi:10.1111/jjns.12445 · Cited by 3 · see citing works
Xu, Y., & García-Lorenzo, B. (2025) · BMC Digital Health · doi:10.1186/s44247-025-00194-0
- Authors
- Baskerville, R., Ricci‐Cabello, I., Roberts, N., & Farmer, A.
- Affiliations
- University of Oxford (GB)
- Corresponding author
- Baskerville, R.
- Venue
- Diabetic Medicine
- Publisher
- Wiley
- Published
- 2017-03-19
- Volume
- 34
- Issue
- 5
- Pages
- 612-620
- ISSN
- 0742-3071 (ISSN-L)
- 1464-5491
- OpenAlex
- W2586162961
- Cited by
- 131
- References
- 35
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 11 · 2023: 28 · 2022: 16 · 2021: 24 · 2020: 17 · 2019: 7 · 2018: 12 · 2017: 5
- FWCI
- 1.38
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetic Medicine (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute for Health Research
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 2 diabetes, accelerometer, pedometers, physical activity monitoring, physical activity, glycemic control, HbA1c, self-monitoring, weight, blood pressure, lipid profile
- MeSH terms
- Blood Glucose, Blood Pressure, Diabetes Mellitus, Type 2, Humans, Lipids, Exercise, Actigraphy, Accelerometry
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