Published on 27.04.16 in Vol 4, No 2 (2016): Apr-Jun
Works citing "Behavior Change Techniques Present in Wearable Activity Trackers: A Critical Analysis"
According to Crossref, the following articles are citing this article (DOI 10.2196/mhealth.4461):
(note that this is only a small subset of citations)
-
Adebesin F, Mwalugha R. The Mediating Role of Organizational Reputation and Trust in the Intention to Use Wearable Health Devices: Cross-Country Study. JMIR mHealth and uHealth 2020;8(6):e16721
CrossRef -
Wong-Parodi G, Dias MB, Taylor M. Effect of Using an Indoor Air Quality Sensor on Perceptions of and Behaviors Toward Air Pollution (Pittsburgh Empowerment Library Study): Online Survey and Interviews. JMIR mHealth and uHealth 2018;6(3):e48
CrossRef -
Chen Y, Yang L, Zhang M, Yang J. Central or peripheral? Cognition elaboration cues’ effect on users’ continuance intention of mobile health applications in the developing markets. International Journal of Medical Informatics 2018;116:33
CrossRef -
Davergne T, Pallot A, Dechartres A, Fautrel B, Gossec L. Use of Wearable Activity Trackers to Improve Physical Activity Behavior in Patients With Rheumatic and Musculoskeletal Diseases: A Systematic Review and Meta‐Analysis. Arthritis Care & Research 2019;71(6):758
CrossRef -
Ryan J, Edney S, Maher C. Anxious or empowered? A cross-sectional study exploring how wearable activity trackers make their owners feel. BMC Psychology 2019;7(1)
CrossRef -
Fagherazzi G, El Fatouhi D, Bellicha A, El Gareh A, Affret A, Dow C, Delrieu L, Vegreville M, Normand A, Oppert J, Severi G. An International Study on the Determinants of Poor Sleep Amongst 15,000 Users of Connected Devices. Journal of Medical Internet Research 2017;19(10):e363
CrossRef -
Dragoni M, Donadello I, Eccher C. Explainable AI meets persuasiveness: Translating reasoning results into behavioral change advice. Artificial Intelligence in Medicine 2020;105:101840
CrossRef -
Lynch C, Bird S, Lythgo N, Selva-Raj I. Changing the Physical Activity Behavior of Adults With Fitness Trackers: A Systematic Review and Meta-Analysis. American Journal of Health Promotion 2020;34(4):418
CrossRef -
Wang Y, Wang Y, Greene B, Sun L. An analysis and evaluation of quality and behavioral change techniques among physical activity apps in China. International Journal of Medical Informatics 2020;133:104029
CrossRef -
Kloek CJJ, Bossen D, Spreeuwenberg PM, Dekker J, de Bakker DH, Veenhof C. Effectiveness of a Blended Physical Therapist Intervention in People With Hip Osteoarthritis, Knee Osteoarthritis, or Both: A Cluster-Randomized Controlled Trial. Physical Therapy 2018;98(7):560
CrossRef -
Ding EY, Ensom E, Hafer N, Buchholz B, Picard MA, Dunlap D, Rogers E, Lawton C, Koren A, Lilly C, Fitzgibbons TP, McManus DD. Point-of-care technologies in heart, lung, blood and sleep disorders from the Center for Advancing Point-of-Care Technologies. Current Opinion in Biomedical Engineering 2019;11:58
CrossRef -
Gruwez A, Libert W, Ameye L, Bruyneel M. Reliability of commercially available sleep and activity trackers with manual switch-to-sleep mode activation in free-living healthy individuals. International Journal of Medical Informatics 2017;102:87
CrossRef -
Shingler E, Hackshaw-McGeagh L, Robles L, Persad R, Koupparis A, Rowe E, Shiridzinomwa C, Bahl A, Martin RM, Lane JA. The feasibility of the Prostate cancer: Evidence of Exercise and Nutrition Trial (PrEvENT) dietary and physical activity modifications: a qualitative study. Trials 2017;18(1)
CrossRef -
Hartman SJ, Nelson SH, Weiner LS. Patterns of Fitbit Use and Activity Levels Throughout a Physical Activity Intervention: Exploratory Analysis from a Randomized Controlled Trial. JMIR mHealth and uHealth 2018;6(2):e29
CrossRef -
Mohammadi R, Atif M, Centi AJ, Agboola S, Jethwani K, Kvedar J, Kamarthi S. Neural Network–Based Algorithm for Adjusting Activity Targets to Sustain Exercise Engagement Among People Using Activity Trackers: Retrospective Observation and Algorithm Development Study. JMIR mHealth and uHealth 2020;8(9):e18142
CrossRef -
Lynn R, Pfitzer R, Rogers RR, Ballmann CG, Williams TD, Marshall MR. Step-Counting Validity of Wrist-Worn Activity Monitors During Activities With Fixed Upper Extremities. Journal for the Measurement of Physical Behaviour 2020;3(3):197
CrossRef -
. ‘It’s just PE’ till ‘It felt like a computer game’: using technology to improve motivation in physical education. Research Papers in Education 2017;32(4):463
CrossRef -
Olsen SH, Saperstein SL, Gold RS. Content and Feature Preferences for a Physical Activity App for Adults with Physical Disabilities: Focus Group Findings (Preprint). JMIR mHealth and uHealth 2019;
CrossRef -
Kanstrup AM, Bertelsen P, Jensen MB. Contradictions in digital health engagement: An activity tracker’s ambiguous influence on vulnerable young adults’ engagement in own health. DIGITAL HEALTH 2018;4:205520761877519
CrossRef -
McFadden C, Li Q. Motivational Readiness to Change Exercise Behaviors: An Analysis of the Differences in Exercise, Wearable Exercise Tracking Technology, and Exercise Frequency, Intensity, and Time (FIT) Values and BMI Scores in University Students. American Journal of Health Education 2019;50(2):67
CrossRef -
Tinschert P, Jakob R, Barata F, Kramer J, Kowatsch T. The Potential of Mobile Apps for Improving Asthma Self-Management: A Review of Publicly Available and Well-Adopted Asthma Apps. JMIR mHealth and uHealth 2017;5(8):e113
CrossRef -
Fleck R, Cecchinato ME, Cox AL, Harrison D, Marshall P, Na JH, Skatova A. Life-swap: how discussions around personal data can motivate desire for change. Personal and Ubiquitous Computing 2020;24(5):669
CrossRef -
de Korte E, Wiezer N, Bakhuys Roozeboom M, Vink P, Kraaij W. Behavior Change Techniques in mHealth Apps for the Mental and Physical Health of Employees: Systematic Assessment. JMIR mHealth and uHealth 2018;6(10):e167
CrossRef -
. Behavioural medicine and gastrointestinal disorders: the promise of positive psychology. Nature Reviews Gastroenterology & Hepatology 2018;15(6):378
CrossRef -
Wen D, Zhang X, Liu X, Lei J. Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions. Journal of Medical Internet Research 2017;19(3):e68
CrossRef -
Ehn M, Johansson A, Revenäs . Technology-Based Motivation Support for Seniors’ Physical Activity—A Qualitative Study on Seniors’ and Health Care Professionals’ Views. International Journal of Environmental Research and Public Health 2019;16(13):2418
CrossRef -
. Using Fitness Trackers in Clinical Research: What Nurse Practitioners Need to Know. The Journal for Nurse Practitioners 2017;13(1):34
CrossRef -
Rozanski GM, Aqui A, Sivakumaran S, Mansfield A. Consumer Wearable Devices for Activity Monitoring Among Individuals After a Stroke: A Prospective Comparison. JMIR Cardio 2018;2(1):e1
CrossRef -
Friel CP, Garber CE. An Examination of the Relationship Between Motivation, Physical Activity, and Wearable Activity Monitor Use. Journal of Sport and Exercise Psychology 2020;42(2):153
CrossRef -
Lamont RM, Daniel HL, Payne CL, Brauer SG. Accuracy of wearable physical activity trackers in people with Parkinson’s disease. Gait & Posture 2018;63:104
CrossRef -
Degroote L, De Bourdeaudhuij I, Verloigne M, Poppe L, Crombez G. The Accuracy of Smart Devices for Measuring Physical Activity in Daily Life: Validation Study. JMIR mHealth and uHealth 2018;6(12):e10972
CrossRef -
Spotswood F, Shankar A, Piwek L. Changing emotional engagement with running through communal self‐tracking: the implications of ‘teleoaffective shaping’ for public health. Sociology of Health & Illness 2020;42(4):772
CrossRef -
Dijkhuis TB, Blaauw FJ, van Ittersum MW, Velthuijsen H, Aiello M. Personalized Physical Activity Coaching: A Machine Learning Approach. Sensors 2018;18(2):623
CrossRef -
Yingling LR, Mitchell V, Ayers CR, Peters-Lawrence M, Wallen GR, Brooks AT, Troendle JF, Adu-Brimpong J, Thomas S, Henry J, Saygbe JN, Sampson DM, Johnson AA, Graham AP, Graham LA, Wiley KL, Powell-Wiley T. Adherence with physical activity monitoring wearable devices in a community-based population: observations from the Washington, D.C., Cardiovascular Health and Needs Assessment. Translational Behavioral Medicine 2017;7(4):719
CrossRef -
Jonkman NH, van Schooten KS, Maier AB, Pijnappels M. eHealth interventions to promote objectively measured physical activity in community-dwelling older people. Maturitas 2018;113:32
CrossRef -
Espinoza J, Chen A, Orozco J, Deavenport-Saman A, Yin L. Effect of personal activity trackers on weight loss in families enrolled in a comprehensive behavioral family-lifestyle intervention program in the federally qualified health center setting: A randomized controlled trial. Contemporary Clinical Trials Communications 2017;7:86
CrossRef -
. Consumer Differences in the United States and India on Wearable Trackers. Family and Consumer Sciences Research Journal 2017;46(1):40
CrossRef -
Buckingham SA, Williams AJ, Morrissey K, Price L, Harrison J. Mobile health interventions to promote physical activity and reduce sedentary behaviour in the workplace: A systematic review. DIGITAL HEALTH 2019;5:205520761983988
CrossRef -
Sullivan AN, Lachman ME. Behavior Change with Fitness Technology in Sedentary Adults: A Review of the Evidence for Increasing Physical Activity. Frontiers in Public Health 2017;4
CrossRef -
Kooiman TJM, Dijkstra A, Kooy A, Dotinga A, van der Schans CP, de Groot M. The Role of Self-Regulation in the Effect of Self-Tracking of Physical Activity and Weight on BMI. Journal of Technology in Behavioral Science 2020;5(2):206
CrossRef -
Weiner LS, Nagel S, Su HI, Hurst S, Hartman SJ. A Remotely Delivered, Peer-Led Physical Activity Intervention for Younger Breast Cancer Survivors (Pink Body Spirit): Protocol for a Feasibility Study and Mixed Methods Process Evaluation. JMIR Research Protocols 2020;9(7):e18420
CrossRef -
Signal NEJ, McLaren R, Rashid U, Vandal A, King M, Almesfer F, Henderson J, Taylor D. Haptic Nudges Increase Affected Upper Limb Movement During Inpatient Stroke Rehabilitation: Multiple-Period Randomized Crossover Study. JMIR mHealth and uHealth 2020;8(7):e17036
CrossRef -
Ha L, Mizrahi D, Wakefield CE, Cohn RJ, Simar D, Signorelli C. The Use of Activity Trackers in Interventions for Childhood Cancer Patients and Survivors: A Systematic Review. Journal of Adolescent and Young Adult Oncology 2021;10(1):1
CrossRef -
Hosseinpour M, Terlutter R. Your Personal Motivator is with You: A Systematic Review of Mobile Phone Applications Aiming at Increasing Physical Activity. Sports Medicine 2019;49(9):1425
CrossRef -
Leonidas C, Nazar BP, Munguía L, Santos MA. How do we target the factors that maintain anorexia nervosa? A behaviour change taxonomical analysis. International Review of Psychiatry 2019;31(4):403
CrossRef -
Macridis S, Johnston N, Johnson S, Vallance JK, Jan Y. Consumer physical activity tracking device ownership and use among a population-based sample of adults. PLOS ONE 2018;13(1):e0189298
CrossRef -
Wieringa FP, Broers NJH, Kooman JP, Van Der Sande FM, Van Hoof C. Wearable sensors: can they benefit patients with chronic kidney disease?. Expert Review of Medical Devices 2017;14(7):505
CrossRef -
Ehn M, Eriksson LC, Åkerberg N, Johansson A. Activity Monitors as Support for Older Persons’ Physical Activity in Daily Life: Qualitative Study of the Users’ Experiences. JMIR mHealth and uHealth 2018;6(2):e34
CrossRef -
Abedtash H, Holden RJ. Systematic review of the effectiveness of health-related behavioral interventions using portable activity sensing devices (PASDs). Journal of the American Medical Informatics Association 2017;24(5):1002
CrossRef -
Davergne T, Rakotozafiarison A, Servy H, Gossec L. Wearable Activity Trackers in the Management of Rheumatic Diseases: Where Are We in 2020?. Sensors 2020;20(17):4797
CrossRef -
Hartz J, Yingling L, Powell-Wiley TM. Use of Mobile Health Technology in the Prevention and Management of Diabetes Mellitus. Current Cardiology Reports 2016;18(12)
CrossRef -
Duncan M, Murawski B, Short CE, Rebar AL, Schoeppe S, Alley S, Vandelanotte C, Kirwan M. Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. Interactive Journal of Medical Research 2017;6(2):e13
CrossRef -
Wright SP, Hall Brown TS, Collier SR, Sandberg K. How consumer physical activity monitors could transform human physiology research. American Journal of Physiology-Regulatory, Integrative and Comparative Physiology 2017;312(3):R358
CrossRef -
Kressler J, Koeplin-Day J, Muendle B, Rosby B, Santo E, Domingo A, Jan Y. Accuracy and precision of consumer-level activity monitors for stroke detection during wheelchair propulsion and arm ergometry. PLOS ONE 2018;13(2):e0191556
CrossRef -
Taraldsen K, Mikolaizak AS, Maier AB, Mellone S, Boulton E, Aminian K, Becker C, Chiari L, Follestad T, Gannon B, Paraschiv-Ionescu A, Pijnappels M, Saltvedt I, Schwenk M, Todd C, Yang FB, Zacchi A, van Ancum J, Vereijken B, Helbostad JL. Digital Technology to Deliver a Lifestyle-Integrated Exercise Intervention in Young Seniors—The PreventIT Feasibility Randomized Controlled Trial. Frontiers in Digital Health 2020;2
CrossRef -
Kononova A, Li L, Kamp K, Bowen M, Rikard R, Cotten S, Peng W. The Use of Wearable Activity Trackers Among Older Adults: Focus Group Study of Tracker Perceptions, Motivators, and Barriers in the Maintenance Stage of Behavior Change. JMIR mHealth and uHealth 2019;7(4):e9832
CrossRef -
Buchan K, Morgan HM. Using the Onitor® Track for weight loss: A mixed methods study among overweight and obese women. Health Informatics Journal 2020;26(3):1841
CrossRef -
Hotwani K, Sharma K, Nagpal D, Lamba G, Chaudhari P. Smartphones and tooth brushing: content analysis of the current available mobile health apps for motivation and training. European Archives of Paediatric Dentistry 2020;21(1):103
CrossRef -
. Valuable steps ahead: promoting physical activity with wearables and incentives. The Lancet Diabetes & Endocrinology 2016;4(12):960
CrossRef -
Mackintosh KA, Chappel SE, Salmon J, Timperio A, Ball K, Brown H, Macfarlane S, Ridgers ND. Parental Perspectives of a Wearable Activity Tracker for Children Younger Than 13 Years: Acceptability and Usability Study. JMIR mHealth and uHealth 2019;7(11):e13858
CrossRef -
Tedesco S, Sica M, Ancillao A, Timmons S, Barton J, O’Flynn B, Najafi B. Accuracy of consumer-level and research-grade activity trackers in ambulatory settings in older adults. PLOS ONE 2019;14(5):e0216891
CrossRef -
Glasheen E, Domingo A, Kressler J. Accuracy of Apple Watch fitness tracker for wheelchair use varies according to movement frequency and task. Annals of Physical and Rehabilitation Medicine 2021;64(1):101382
CrossRef -
Endicott KM, Hynes CF, Amdur R, Macsata R. A modified activity protocol for claudication. The Journal of Cardiovascular Surgery 2019;60(3)
CrossRef -
Feng Y, Li K, Agosto DE. Healthy users' personal health information management from activity trackers: The perspective of gym‐goers. Proceedings of the Association for Information Science and Technology 2017;54(1):71
CrossRef -
Falck RS, Best JR, Li LC, Chan PCY, Feehan LM, Liu-Ambrose T. Can we improve cognitive function among adults with osteoarthritis by increasing moderate-to-vigorous physical activity and reducing sedentary behaviour? Secondary analysis of the MONITOR-OA study. BMC Musculoskeletal Disorders 2018;19(1)
CrossRef -
Rupp MA, Michaelis JR, McConnell DS, Smither JA. The role of individual differences on perceptions of wearable fitness device trust, usability, and motivational impact. Applied Ergonomics 2018;70:77
CrossRef -
Düking P, Tafler M, Wallmann-Sperlich B, Sperlich B, Kleih S. Behavior Change Techniques in Wrist-Worn Wearables to Promote Physical Activity: Content Analysis. JMIR mHealth and uHealth 2020;8(11):e20820
CrossRef -
Centi AJ, Atif M, Golas SB, Mohammadi R, Kamarthi S, Agboola S, Kvedar JC, Jethwani K. Factors Influencing Exercise Engagement When Using Activity Trackers: Nonrandomized Pilot Study. JMIR mHealth and uHealth 2019;7(10):e11603
CrossRef -
Feehan LM, Geldman J, Sayre EC, Park C, Ezzat AM, Yoo JY, Hamilton CB, Li LC. Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data. JMIR mHealth and uHealth 2018;6(8):e10527
CrossRef -
Breteler MJ, Janssen JH, Spiering W, Kalkman CJ, van Solinge WW, Dohmen DA. Measuring Free-Living Physical Activity With Three Commercially Available Activity Monitors for Telemonitoring Purposes: Validation Study. JMIR Formative Research 2019;3(2):e11489
CrossRef -
Shin G, Jarrahi MH, Fei Y, Karami A, Gafinowitz N, Byun A, Lu X. Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review. Journal of Biomedical Informatics 2019;93:103153
CrossRef -
Chia GLC, Anderson A, McLean LA. Behavior Change Techniques Incorporated in Fitness Trackers: Content Analysis. JMIR mHealth and uHealth 2019;7(7):e12768
CrossRef -
Wu J, Ho T, Chang Y, Hsu C, Tsai CJ, Lai F, Lin M. Wearable-Based Mobile Health App in Gastric Cancer Patients for Postoperative Physical Activity Monitoring: Focus Group Study. JMIR mHealth and uHealth 2019;7(4):e11989
CrossRef -
Brys ADH, Bossola M, Lenaert B, Biamonte F, Gambaro G, Di Stasio E. Daily physical activity in patients on chronic haemodialysis and its relation with fatigue and depressive symptoms. International Urology and Nephrology 2020;52(10):1959
CrossRef -
Ellis DA, Piwek L. Failing to encourage physical activity with wearable technology: what next?. Journal of the Royal Society of Medicine 2018;111(9):310
CrossRef -
Lee S, Ha Y, Jung M, Yang S, Kang W. The Effects of a Mobile Wellness Intervention with Fitbit Use and Goal Setting for Workers. Telemedicine and e-Health 2019;25(11):1115
CrossRef -
Schembre SM, Liao Y, Robertson MC, Dunton GF, Kerr J, Haffey ME, Burnett T, Basen-Engquist K, Hicklen RS. Just-in-Time Feedback in Diet and Physical Activity Interventions: Systematic Review and Practical Design Framework. Journal of Medical Internet Research 2018;20(3):e106
CrossRef -
Yu K, Beam AL, Kohane IS. Artificial intelligence in healthcare. Nature Biomedical Engineering 2018;2(10):719
CrossRef -
Esakia A, McCrickard S, Harden S, Horning M, Ramalingam N. Using smartwatches to facilitate a group dynamics-based statewide physical activity intervention. International Journal of Human-Computer Studies 2020;142:102501
CrossRef -
Henriksen A, Haugen Mikalsen M, Woldaregay AZ, Muzny M, Hartvigsen G, Hopstock LA, Grimsgaard S. Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables. Journal of Medical Internet Research 2018;20(3):e110
CrossRef -
Farivar S, Abouzahra M, Ghasemaghaei M. Wearable device adoption among older adults: A mixed-methods study. International Journal of Information Management 2020;55:102209
CrossRef -
Ringeval M, Wagner G, Denford J, Paré G, Kitsiou S. Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(10):e23954
CrossRef -
Rieder A, Eseryel UY, Lehrer C, Jung R. Why Users Comply with Wearables: The Role of Contextual Self-Efficacy in Behavioral Change. International Journal of Human–Computer Interaction 2021;37(3):281
CrossRef -
Abouzahra M, Ghasemaghaei M. Effective use of information technologies by seniors: the case of wearable device use. European Journal of Information Systems 2022;31(2):241
CrossRef -
Lewis ZH, Cannon M, Rubio G, Swartz MC, Lyons EJ. Analysis of the Behavioral Change and Utility Features of Electronic Activity Monitors. Technologies 2020;8(4):75
CrossRef -
Larsen B, Micucci S, Hartman SJ, Ramos G. Feasibility and Acceptability of a Counseling- and mHealth-Based Physical Activity Intervention for Pregnant Women With Diabetes: The Fit for Two Pilot Study. JMIR mHealth and uHealth 2020;8(10):e18915
CrossRef -
Strybel D, Kumar AR. Civilian pepper spray for self defense: Understanding user perception and impact of design on user performance. International Journal of Industrial Ergonomics 2020;80:103059
CrossRef -
Hartung V, Sarshar M, Karle V, Shammas L, Rashid A, Roullier P, Eilers C, Mäurer M, Flachenecker P, Pfeifer K, Tallner A. Validity of Consumer Activity Monitors and an Algorithm Using Smartphone Data for Measuring Steps during Different Activity Types. International Journal of Environmental Research and Public Health 2020;17(24):9314
CrossRef -
Wagner M, Engel F, Klier K, Klughardt S, Wallner F, Wieczorek A. Zur Reliabilität von Wearable Devices am Beispiel einer Premium Multisport-Smartwatch. German Journal of Exercise and Sport Research 2021;51(1):49
CrossRef -
Carrier B, Barrios B, Jolley BD, Navalta JW. Validity and Reliability of Physiological Data in Applied Settings Measured by Wearable Technology: A Rapid Systematic Review. Technologies 2020;8(4):70
CrossRef -
Egger ST, Knorr M, Bobes J, Bernstein A, Seifritz E, Vetter S. Real-Time Assessment of Stress and Stress Response Using Digital Phenotyping: A Study Protocol. Frontiers in Digital Health 2020;2
CrossRef -
Faghy MA, Arena R, Stoner L, Haraf RH, Josephson R, Hills AP, Dixit S, Popovic D, Smith A, Myers J, Bacon SL, Niebauer J, Dourado VZ, Babu AS, Maden-Wilkinson TM, Copeland RJ, Gough LA, Bond S, Stuart K, Bewick T, Ashton RE. The need for exercise sciences and an integrated response to COVID-19: A position statement from the international HL-PIVOT network. Progress in Cardiovascular Diseases 2021;67:2
CrossRef -
Lage VKS, Silva GP, Lacerda ACR, Paula FA, Lima LP, Santos JNV, Almeida HC, Pinto AGF, Figueiredo PHS, Costa HS, Bernardo-Filho M, Sá-Caputo DC, Taiar R, Leite HR, Teixeira AL, Mendonça VA. Functional tests associated with sarcopenia in moderate chronic obstructive pulmonary disease. Expert Review of Respiratory Medicine 2021;15(4):569
CrossRef -
Camacho-Rivera M, Vo H, Huang X, Lau J, Lawal A, Kawaguchi A. Evaluating Asthma Mobile Apps to Improve Asthma Self-Management: User Ratings and Sentiment Analysis of Publicly Available Apps. JMIR mHealth and uHealth 2020;8(10):e15076
CrossRef -
Zhou X, Krishnan A, Dincelli E. Examining user engagement and use of fitness tracking technology through the lens of technology affordances. Behaviour & Information Technology 2022;41(9):2018
CrossRef -
Zhang C, Lakens D, IJsselsteijn WA. Theory Integration for Lifestyle Behavior Change in the Digital Age: An Adaptive Decision-Making Framework. Journal of Medical Internet Research 2021;23(4):e17127
CrossRef -
Neshteruk CD, Willis E, Smith F, Vaughn AE, Grummon AH, Vu MB, Ward DS, Linnan L. Implementation of a workplace physical activity intervention in child care: process evaluation results from the Care2BWell trial. Translational Behavioral Medicine 2021;11(7):1430
CrossRef -
Smuck M, Odonkor CA, Wilt JK, Schmidt N, Swiernik MA. The emerging clinical role of wearables: factors for successful implementation in healthcare. npj Digital Medicine 2021;4(1)
CrossRef -
Alizadeh A, Negarandeh R, Bagheri Amiri F, Yazdani Z. The study of Iranian children and adolescents’ physical activity: a systematic review and meta-analysis. International Journal of Adolescent Medicine and Health 2021;33(3):65
CrossRef -
Keadle SK, Meuter L, Phelan S, Phillips SM. Charity-based incentives motivate young adult cancer survivors to increase physical activity: a pilot randomized clinical trial. Journal of Behavioral Medicine 2021;44(5):682
CrossRef -
Timar-Anton C, Negru-Subtirica O, Opre A. The Development and Testing of a Mobile Self-Tracking App to Strengthen Identity Commitments through Personal Goals. International Journal of Human-Computer Studies 2021;151:102642
CrossRef -
Haynes A, Sherrington C, Wallbank G, Lester D, Tong A, Merom D, Rissel C, Tiedemann A. “Someone’s Got My Back”: Older People’s Experience of the Coaching for Healthy Ageing Program for Promoting Physical Activity and Preventing Falls. Journal of Aging and Physical Activity 2021;29(2):296
CrossRef -
Rakotozafiarison A, Gossec L, Servy H, Rogez E, Davergne T. Numérique et activités physiques en rhumatologie. Revue du Rhumatisme Monographies 2021;88(3):237
CrossRef -
Nuss K, Li K. Motivation for physical activity and physcial activity engagement in current and former wearable fitness tracker users: A mixed-methods examination. Computers in Human Behavior 2021;121:106798
CrossRef -
Yen H, Huang H. Comparisons of physical activity and sedentary behavior between owners and non-owners of commercial wearable devices. Perspectives in Public Health 2021;141(2):89
CrossRef -
Kim B, Hong S, Kim S. Introducing an Integrated Model of Adults’ Wearable Activity Tracker Use and Obesity Information–Seeking Behaviors From a National Quota Sample Survey. JMIR Formative Research 2021;5(9):e23237
CrossRef -
Lehrer C, Eseryel UY, Rieder A, Jung R. Behavior change through wearables: the interplay between self-leadership and IT-based leadership. Electronic Markets 2021;31(4):747
CrossRef -
Bai Y, Tompkins C, Gell N, Dione D, Zhang T, Byun W, Bergman P. Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. PLOS ONE 2021;16(5):e0251975
CrossRef -
Tajudeen FP, Bahar N, Maw Pin T, Saedon NI. Mobile Technologies and Healthy Ageing: A Bibliometric Analysis on Publication Trends and Knowledge Structure of mHealth Research for Older Adults. International Journal of Human–Computer Interaction 2022;38(2):118
CrossRef -
Adjerid I, Loewenstein G, Purta R, Striegel A. Gain-Loss Incentives and Physical Activity: The Role of Choice and Wearable Health Tools. Management Science 2022;68(4):2642
CrossRef -
Mauldin K, Gieng J, Saarony D, Hu C. Performing nutrition assessment remotely via telehealth. Nutrition in Clinical Practice 2021;36(4):751
CrossRef -
Toner J, Allen-Collinson J, Jones L. ‘I guess I was surprised by an app telling an adult they had to go to bed before half ten’: a phenomenological exploration of behavioural ‘nudges’. Qualitative Research in Sport, Exercise and Health 2022;14(3):413
CrossRef -
Vázquez-de Sebastián J, Ciudin A, Castellano-Tejedor C. Analysis of Effectiveness and Psychological Techniques Implemented in mHealth Solutions for Middle-Aged and Elderly Adults with Type 2 Diabetes: A Narrative Review of the Literature. Journal of Clinical Medicine 2021;10(12):2701
CrossRef -
Brown JA, Whittaker KS, Hawkins SA, Jackson Santo T, Teyhen DS. Using fitness trackers to increase physical activity in a US Army health initiative. Health Education Journal 2021;80(8):883
CrossRef -
Prusynski RA, Kelly VE, Fogelberg DJ, Pradhan S. The association between sleep deficits and sedentary behavior in people with mild Parkinson disease. Disability and Rehabilitation 2022;44(19):5585
CrossRef -
Patel V, Orchanian-Cheff A, Wu R. Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review. JMIR mHealth and uHealth 2021;9(8):e17411
CrossRef -
LESKINEN T, SUORSA K, TUOMINEN M, PULAKKA A, PENTTI J, LÖYTTYNIEMI E, HEINONEN I, VAHTERA J, STENHOLM S. The Effect of Consumer-based Activity Tracker Intervention on Physical Activity among Recent Retirees—An RCT Study. Medicine & Science in Sports & Exercise 2021;53(8):1756
CrossRef -
Domin A, Spruijt-Metz D, Theisen D, Ouzzahra Y, Vögele C. Smartphone-Based Interventions for Physical Activity Promotion: Scoping Review of the Evidence Over the Last 10 Years. JMIR mHealth and uHealth 2021;9(7):e24308
CrossRef -
Curran M, Tierney A, Collins L, Kennedy L, McDonnell C, Sheikhi A, Walsh C, Casserly B, Cahalan R. Accuracy of the ActivPAL and Fitbit Charge 2 in measuring step count in Cystic Fibrosis. Physiotherapy Theory and Practice 2022;38(13):2962
CrossRef -
Schuster AM, Kadylak T, Cotten SR. Correlation between socio-demographic factors and adoption and use of wearable activity trackers in online American older adults. Educational Gerontology 2023;49(1):1
CrossRef -
Burford K, Golaszewski NM, Bartholomew J. “I shy away from them because they are very identifiable”: A qualitative study exploring user and non-user's perceptions of wearable activity trackers. DIGITAL HEALTH 2021;7:205520762110549
CrossRef -
Arroyo AC, Zawadzki MJ. The Implementation of Behavior Change Techniques in mHealth Apps for Sleep: Systematic Review. JMIR mHealth and uHealth 2022;10(4):e33527
CrossRef -
Hannan AL, Hing W, Coombes JS, Gough S, Climstein M, Adsett G, Jayasinghe R, Furness J. Effect of personal activity intelligence (PAI) monitoring in the maintenance phase of cardiac rehabilitation: a mixed methods evaluation. BMC Sports Science, Medicine and Rehabilitation 2021;13(1)
CrossRef -
Alnes SR, Lærum-Onsager E, Bye A, Vistven A, Franzén E, Holst M, Brovold T. Mobile health technology, exercise adherence and optimal nutrition post rehabilitation among people with Parkinson’s Disease (mHEXANUT) – a randomized controlled trial protocol. BMC Neurology 2023;23(1)
CrossRef -
Ma JK, Floegel TA, Li LC, Leese J, De Vera MA, Beauchamp MR, Taunton J, Liu-Ambrose T, Allen KD. Tailored physical activity behavior change interventions: challenges and opportunities. Translational Behavioral Medicine 2021;11(12):2174
CrossRef -
Halttu K, Oinas-Kukkonen H. Need for Cognition Among Users of Self-Monitoring Systems for Physical Activity: Survey Study. JMIR Formative Research 2021;5(10):e23968
CrossRef -
Agher D, Sedki K, Despres S, Albinet J, Jaulent M, Tsopra R. Encouraging Behavior Changes and Preventing Cardiovascular Diseases Using the Prevent Connect Mobile Health App: Conception and Evaluation of App Quality. Journal of Medical Internet Research 2022;24(1):e25384
CrossRef -
Keats MR, Yu X, Sweeney Magee M, Forbes CC, Grandy SA, Sweeney E, Dummer TJB. Use of Wearable Activity-Monitoring Technologies to Promote Physical Activity in Cancer Survivors: Challenges and Opportunities for Improved Cancer Care. International Journal of Environmental Research and Public Health 2023;20(6):4784
CrossRef -
Dobbie LJ, Tahrani A, Alam U, James J, Wilding J, Cuthbertson DJ. Exercise in Obesity—the Role of Technology in Health Services: Can This Approach Work?. Current Obesity Reports 2021;11(3):93
CrossRef -
Domingos C, Picó-Pérez M, Magalhães R, Moreira M, Sousa N, Pêgo JM, Santos NC. Free-Living Physical Activity Measured With a Wearable Device Is Associated With Larger Hippocampus Volume and Greater Functional Connectivity in Healthy Older Adults: An Observational, Cross-Sectional Study in Northern Portugal. Frontiers in Aging Neuroscience 2021;13
CrossRef -
AlSwayied G, Guo H, Rookes T, Frost R, Hamilton FL. Assessing the Acceptability and Effectiveness of Mobile-Based Physical Activity Interventions for Midlife Women During Menopause: Systematic Review of the Literature. JMIR mHealth and uHealth 2022;10(12):e40271
CrossRef -
Grimshaw SL, Taylor NF, Conyers R, Shields N. Promoting positive physical activity behaviors for children and adolescents undergoing acute cancer treatment: Development of the CanMOVE intervention using the Behavior Change Wheel. Frontiers in Pediatrics 2022;10
CrossRef -
Festic N, Latzer M, Smirnova S. Algorithmic Self-Tracking for Health: User Perspectives on Risk Awareness and Coping Strategies. Media and Communication 2021;9(4):145
CrossRef -
Hardcastle SJ, Maxwell-Smith C, Cavalheri V, Boyle T, Román ML, Platell C, Levitt M, Saunders C, Sardelic F, Nightingale S, McCormick J, Lynch C, Cohen PA, Bulsara M, Hince D. A randomized controlled trial of Promoting Physical Activity in Regional and Remote Cancer Survivors (PPARCS). Journal of Sport and Health Science 2024;13(1):81
CrossRef -
Tuominen M, Koski P, Axelin A, Stenholm S, Leskinen T. Acceptable, useful, and ineffective? Recent retirees’ experiences of a 12-month activity tracker-based physical activity intervention. DIGITAL HEALTH 2023;9:205520762211474
CrossRef -
Manning JB, Blandford A, Edbrooke-Childs J. Digital Companion Choice to Support Teachers’ Stress Self-management: Systematic Approach Through Taxonomy Creation. JMIR Formative Research 2022;6(2):e32312
CrossRef -
Vargemidis D, Gerling K, Abeele VV, Geurts L, Spiel K. Irrelevant Gadgets or a Source of Worry. ACM Transactions on Accessible Computing 2021;14(3):1
CrossRef -
Wlasak W, Zwanenburg SP, Paton C. Supporting Autonomous Motivation for Physical Activity With Chatbots During the COVID-19 Pandemic: Factorial Experiment. JMIR Formative Research 2023;7:e38500
CrossRef -
Chatterjee A, Pahari N, Prinz A, Riegler M. Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation. Scientific Reports 2022;12(1)
CrossRef -
Rausch Osthoff A, Vliet Vlieland TPM, Meichtry A, van Bodegom-Vos L, Topalidis B, Büchi S, Nast I, Ciurea A, Niedermann K. Lessons learned from a pilot implementation of physical activity recommendations in axial spondyloarthritis exercise group therapy. BMC Rheumatology 2022;6(1)
CrossRef -
Larsen LH, Lauritzen MH, Sinkjaer M, Kjaer TW. A multi-component intervention to affect physical activity, sleep length and stress levels in office workers. Smart Health 2021;22:100219
CrossRef -
Leung W, Shi L, Jung J. Are individuals with disabilities using wearable devices? A secondary data analysis of 2017 BRFSS. Disability and Rehabilitation: Assistive Technology 2024;19(1):131
CrossRef -
Panicker RM, Chandrasekaran B. “Wearables on vogue”: a scoping review on wearables on physical activity and sedentary behavior during COVID-19 pandemic. Sport Sciences for Health 2022;18(3):641
CrossRef -
Mateus N, Exel J, Santos S, Gonçalves B, Sampaio J. Effectiveness of wearable technology to optimize youth soccer players’ off-training behaviour and training responses: a parallel group randomized trial. Science and Medicine in Football 2023;7(4):384
CrossRef -
Freshwater M, Christensen S, Oshman L, Bays HE. Behavior, motivational interviewing, eating disorders, and obesity management technologies: An Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) 2022. Obesity Pillars 2022;2:100014
CrossRef -
Ráthonyi G, Takács V, Szilágyi R, Bácsné Bába , Müller A, Bács Z, Harangi-Rákos M, Balogh L, Ráthonyi-Odor K. Your Physical Activity Is in Your Hand—Objective Activity Tracking Among University Students in Hungary, One of the Most Obese Countries in Europe. Frontiers in Public Health 2021;9
CrossRef -
Wang W, Cheng J, Song W, Shen Y. The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e32435
CrossRef -
Field L, Forshaw M, Poole H, Paine P, Fairclough G, Walton C. “The tonic’s not always in a bottle”: a qualitative study investigating a heart rate variability biofeedback coherence intervention for individuals with gastrointestinal disorders. Journal of Complexity in Health Sciences 2022;5(1):1
CrossRef -
Sui W, Morava A, Tsang J, Sui A, Rhodes RE. Describing the use of behavior change techniques among the most popular home workout channels on YouTube: A quantitative content analysis. Journal of Health Psychology 2022;27(13):2951
CrossRef -
Alexander L, Christensen SM, Richardson L, Ingersoll AB, Burridge K, Golden A, Karjoo S, Cortez D, Shelver M, Bays HE. Nutrition and physical activity: An Obesity Medicine Association (OMA) Clinical Practice Statement 2022. Obesity Pillars 2022;1:100005
CrossRef -
O’Brien J, Mason A, Cassarino M, Chan J, Setti A. Older Women’s Experiences of a Community-Led Walking Programme Using Activity Trackers. International Journal of Environmental Research and Public Health 2021;18(18):9818
CrossRef -
Strain T, Wijndaele K, Pearce M, Brage S. Considerations for the Use of Consumer-Grade Wearables and Smartphones in Population Surveillance of Physical Activity. Journal for the Measurement of Physical Behaviour 2022;5(1):8
CrossRef -
Kim H, Cho I, Kim M. Gamification Aspects of Fitness Apps: Implications of mHealth for Physical Activities. International Journal of Human–Computer Interaction 2023;39(10):2076
CrossRef -
McCormack GR, Petersen J, Ghoneim D, Blackstaffe A, Naish C, Doyle-Baker PK. Effectiveness of an 8-Week Physical Activity Intervention Involving Wearable Activity Trackers and an eHealth App: Mixed Methods Study. JMIR Formative Research 2022;6(5):e37348
CrossRef -
Creaser AV, Frazer MT, Costa S, Bingham DD, Clemes SA. The Use of Wearable Activity Trackers in Schools to Promote Child and Adolescent Physical Activity: A Descriptive Content Analysis of School Staff’s Perspectives. International Journal of Environmental Research and Public Health 2022;19(21):14067
CrossRef -
Kamps AWA, Clevering AF, Nieuwdorp BW, de Weger WW, van Lente L. Asthma control is not associated with physical activity level in children with asthma during regular follow-up. Journal of Asthma 2022;59(10):1933
CrossRef -
Chevance G, Golaszewski NM, Tipton E, Hekler EB, Buman M, Welk GJ, Patrick K, Godino JG. Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e35626
CrossRef -
Hicks JL, Boswell MA, Althoff T, Crum AJ, Ku JP, Landay JA, Moya PM, Murnane EL, Snyder MP, King AC, Delp SL. Leveraging Mobile Technology for Public Health Promotion: A Multidisciplinary Perspective. Annual Review of Public Health 2023;44(1):131
CrossRef -
Fatima S, Augusto JC, Moseley R, Urbonas P, Elliott A, Payne N. Applying motivational techniques for user adherence to adopt a healthy lifestyle in a gamified application. Entertainment Computing 2023;46:100571
CrossRef -
Estorff I, Notthoff N. Welche Motive für körperliche Aktivität verfolgen jüngere und ältere Personen bei der Nutzung von Aktivitätstrackern?. Zeitschrift für Sportpsychologie 2023;30(1):3
CrossRef -
Trumpf R, Schulte LE, Schroeder H, Larsen RT, Haussermann P, Zijlstra W, Fleiner T. Physical activity monitoring-based interventions in geriatric patients: a scoping review on intervention components and clinical applicability. European Review of Aging and Physical Activity 2023;20(1)
CrossRef -
Shih HS, Quinn L, Morgan-Jones P, Long K, Schreier AR, Friel CP. Wearable activity monitors to support physical activity interventions in neurodegenerative disease: a feasibility study. Neurodegenerative Disease Management 2023;13(3):177
CrossRef -
. Mobile Health and Preventive Medicine. Medical Clinics of North America 2023;107(6):1097
CrossRef -
Heizmann A, Chapelle C, Laporte S, Roche F, Hupin D, Le Hello C. Impact of wearable device-based interventions with feedback for increasing daily walking activity and physical capacities in cardiovascular patients: a systematic review and meta-analysis of randomised controlled trials. BMJ Open 2023;13(7):e069966
CrossRef -
Gupta NS, Kumar P. Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine. Computers in Biology and Medicine 2023;162:107051
CrossRef -
Sigfstead S, Cheung C. The emerging role of wearables in cardiac care. University of Toronto Medical Journal 2023;100(2):22
CrossRef -
Peng S, Othman AT, Khairani AZ, zeng G, Xiaogang Z, Fang Y. Effectiveness of pedometer- and accelerometer-based interventions in improving physical activity and health-related outcomes among college students: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9
CrossRef -
El-Gayar O, Elnoshokaty A. Factors and Design Features Influencing the Continued Use of Wearable Devices. Journal of Healthcare Informatics Research 2023;7(3):359
CrossRef -
Berger M, Bertrand AM, Robert T, Chèze L. Measuring objective physical activity in people with chronic low back pain using accelerometers: a scoping review. Frontiers in Sports and Active Living 2023;5
CrossRef -
Chatterjee A, Pahari N, Prinz A, Riegler M. AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach. BMC Medical Informatics and Decision Making 2023;23(1)
CrossRef -
Signal N, Olsen S, Rashid U, McLaren R, Vandal A, King M, Taylor D. Haptic Nudging Using a Wearable Device to Promote Upper Limb Activity during Stroke Rehabilitation: Exploring Diurnal Variation, Repetition, and Duration of Effect. Behavioral Sciences 2023;13(12):995
CrossRef -
Manskow US, Sagelv EH, Antypas K, Zanaboni P. Adoption, acceptability and sustained use of digital interventions to promote physical activity among inactive adults: a mixed-method study. Frontiers in Public Health 2024;11
CrossRef -
Kopp PM, Möhler E, Gröpel P. Physical activity and mental health in school-aged children: a prospective two-wave study during the easing of the COVID-19 restrictions. Child and Adolescent Psychiatry and Mental Health 2024;18(1)
CrossRef -
Chevance G, Minor K, Vielma C, Campi E, O’Callaghan-Gordo C, Basagaña X, Ballester J, Bernard P. A systematic review of ambient heat and sleep in a warming climate. Sleep Medicine Reviews 2024;:101915
CrossRef -
Kayani A, Sajid I, Azfar H, Habiba U, Zafar I, Masood R. Examining the Use of Wearable Health Devices for Tracking Physical Activity in Elderly Populations. Allied Medical Research Journal 2024;:36
CrossRef -
Miyakoshi T, Ito YM. Assessing the current utilization status of wearable devices in clinical research. Clinical Trials 2024;
CrossRef
According to Crossref, the following books are citing this article (DOI 10.2196/mhealth.4461):
-
Mahloko L, Adebesin F. Responsible Design, Implementation and Use of Information and Communication Technology. 2020. Chapter 9:96
CrossRef -
El-Gayar OF, Ambati LS, Nawar N. AI and Big Data’s Potential for Disruptive Innovation. 2020. chapter 5:104
CrossRef -
Caraban A, Karapanos E, Teixeira V, Munson SA, Campos P. Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors. 2017. Chapter 13:163
CrossRef -
Petsani D, Kostantinidis EI, Diaz-Orueta U, Hopper L, Bamidis PD. Information and Communication Technologies for Ageing Well and e-Health. 2019. Chapter 6:108
CrossRef -
. Current and Emerging mHealth Technologies. 2018. Chapter 3:23
CrossRef -
Lemos A, Bitencourt E. The Internet and Health in Brazil. 2019. Chapter 21:415
CrossRef -
Huppert F, Kranz M, Hoelzl G. Mobile Computing, Applications, and Services. 2019. Chapter 17:230
CrossRef -
Abdul Hamid SF, Ismail NN, Abdul Razak FA, Shahudin NN. Enhancing Health and Sports Performance by Design. 2020. Chapter 47:463
CrossRef -
Angkawinitwong U, Williams GR. Electrospun Polymers and Composites. 2021. :405
CrossRef -
Willemse B, Kaptein M, Batalas N, Hasaart F. Wireless Mobile Communication and Healthcare. 2021. Chapter 10:145
CrossRef -
Schooley B, Akgun D, Duhoon P, Hikmet N. Advances in Computer Vision and Computational Biology. 2021. Chapter 29:363
CrossRef -
. Quantifying Quality of Life. 2022. Chapter 8:165
CrossRef