Identifying Persuasive Design Principles and Behavior Change Techniques Supporting End User Values and Needs in eHealth Interventions for Long-Term Weight Loss Maintenance: Qualitative Study
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Abstract
Background: An increasing number of eHealth interventions aim to support healthy behaviors that facilitate weight loss. However, there is limited evidence of the effectiveness of the interventions and little focus on weight loss maintenance. Knowledge about end user values and needs is essential to create meaningful and effective eHealth interventions, and to identify persuasive system design (PSD) principles and behavior change techniques (BCTs) that may contribute to the behavior change required for successful long-term weight loss maintenance. Objective: This study aimed to provide insight into the design of eHealth interventions supporting behavior change for long-term weight maintenance. The study sought to identify the values and needs of people with obesity aiming to maintain weight after weight loss, and to identify PSD principles, BCTs, and design requirements that potentially enable an eHealth intervention to meet end user values and needs. Methods: This study presents the concept of integrating PSD principles and BCTs into the design process of eHealth interventions to meet user values and needs. In this study, individual interviews and focus groups were conducted with people with obesity (n=23) and other key stakeholders (n=27) to explore end user values and needs related to weight loss maintenance. Design thinking methods were applied during the focus group sessions to identify design elements and to explore how eHealth solutions can support the needs to achieve sustainable weight loss maintenance. The PSD model and behavior change taxonomy by Michie were used to identify PSD principles and BCT clusters to meet end user values and needs. Results: A total of 8 key end user values were identified, reflecting user needs for weight loss maintenance support: self-management, personalized care, autonomy, feel supported, positive self-image, motivation, happiness, and health. Goals and planning, feedback and monitoring, repetition and substitution, shaping knowledge, social support, identity, and self-belief were some of the BCT clusters identified to address these concepts, together with PSD principles such as personalization, tailoring, self-monitoring, praise, and suggestions. Conclusions: The process of translating end user values and needs into design elements or features of eHealth technologies is an important part of the design process. To our knowledge, this is the first study to explore how PSD principles and BCTs can be integrated when designing eHealth self-management interventions for long-term weight loss maintenance. End users and other key stakeholders highlighted important factors to be considered in the design of eHealth interventions supporting sustained behavior change. The PSD principles and BCTs identified provide insights and suggestions about design elements and features to include for supporting weight loss maintenance. The findings indicate that a combination of BCTs and PSD principles may be needed in evidence-based eHealth interventions to stimulate motivation and adherence to support healthy behaviors and sustained weight loss maintenance. Trial Registration: ClinicalTrials.gov NCT04537988; https://clinicaltrials.gov/ct2/show/NCT04537988
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Operationalizing theoretical strategies into a user-friendly eHealth technology might be challenging.
“Second, operationalizing theoretical strategies into a user-friendly eHealth technology might be challenging”
From Methods for Human-Centered eHealth Development: Narrative Scoping Review (2022) · cites this paper as [79]
Conflicting values might arise related to, for example, costs or the focus of an eHealth technology.
“Third, conflicting values might arise related to, for example, costs or the focus of an eHealth technology.”
From Methods for Human-Centered eHealth Development: Narrative Scoping Review (2022) · cites this paper as [79]
Behavior change theories should ideally be combined with outcomes of human-centered design methods, instead of being mostly researcher based.
“First, behavior change theories should ideally be combined with outcomes of human-centered design methods, instead of being mostly researcher based.”
From Methods for Human-Centered eHealth Development: Narrative Scoping Review (2022) · cites this paper as [79]
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Cites
Using thematic analysis in psychology
Braun, V., & Clarke, V. (2006) · Qualitative Research in Psychology · doi:10.1191/1478088706qp063oa · Cited by 194,414 · see citing works
Ryan, R. M., & Deci, E. L. (2000) · American Psychologist · doi:10.1037//0003-066x.55.1.68 · Cited by 27,815 · see citing works
Intrinsic Motivation and Self-Determination in Human Behavior
Deci, E. L., & Ryan, R. M. (1985) · doi:10.1007/978-1-4899-2271-7 · Cited by 26,772 · see citing works
Maslow, A. H. (1943) · Psychological Review · doi:10.1037/h0054346 · Cited by 21,563 · cited 1× · see citing works
“In such a holistic approach, behavior tends not to be determined by one value or specific goal but by several dynamic needs simultaneously [96,97,99,100].”
BackgroundValente, T. W. (2003) · Genetics in Medicine · doi:10.1097/01.gim.0000061743.67794.c4 · Cited by 20,555 · see citing works
Ng, M., Fleming, T., Robinson, M., Thomson, B., Graetz, N., Margono, C., Mullany, E. C., Biryukov, S., Abbafati, C., Abera, S. F., et al. (2014) · The Lancet · doi:10.1016/s0140-6736(14)60460-8 · Cited by 11,952 · see citing works
Kline, P. (1993) · Personality and Individual Differences · doi:10.1016/0191-8869(93)90054-7 · Cited by 8,800 · 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
Health effects of overweight and obesity in 195 countries over 25 years
Collaborators, T. G. 2. O. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1614362 · Cited by 7,918 · see citing works
Michie, S., Richardson, M., Johnston, M., Abraham, C., Francis, J., Hardeman, W., Eccles, M. P., Cane, J., & Wood, C. E. (2013) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9486-6 · Cited by 7,629 · see citing works
Business Model Generation : A Handbook for Visionaries, Game Changers, and Challengers
Osterwalder, A., & Pigneur, Y. (2010) · Journal of International Crisis and Risk Communication Research · Cited by 6,870 · see citing works
Qualitative methods for health research
Green, J., & Thorogood, N. (2009) · Choice Reviews Online · doi:10.5860/choice.47-0901 · Cited by 4,607 · see citing works
Enhancing the quality and credibility of qualitative analysis.
(1999) · PubMed Central · Cited by 4,133 · see citing works
2013 AHA/ACC/TOS Guideline for the Management of Overweight and Obesity in Adults
Jensen, M. D., Ryan, D. H., Apovian, C. M., Ard, J. D., Comuzzie, A. G., Donato, K. A., Hu, F. B., Hubbard, V. S., Jakicic, J. M., Kushner, R. F., et al. (2014) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.11.004 · Cited by 4,058 · see citing works
The Use of Triangulation in Qualitative Research
Carter, N., Bryant-Lukosius, D., DiCenso, A., Blythe, J., & Neville, A. J. (2014) · Oncology Nursing Forum · doi:10.1188/14.onf.545-547 · Cited by 3,915 · see citing works
Ouellette, J. A., & Wood, W. (1998) · Psychological Bulletin · doi:10.1037/0033-2909.124.1.54 · Cited by 3,480 · see citing works
Ries, E. (2011) · Cited by 3,379 · see citing works
Implementation intentions and goal achievement: a meta-analysis of effects and processes
Gollwitzer, P. M., & Sheeran, P. (2006) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(06)38002-1 · Cited by 3,236 · cited 1× · see citing works
“Theories about motivation, self-regulation, and social learning [101-104] are likely to be of use in the design of eHealth interventions emphasizing values and needs, as identified in this study.”
Method2013 AHA/ACC/TOS Guideline for the Management of Overweight and Obesity in Adults
Jensen, M. D., Ryan, D. H., Apovian, C. M., Ard, J. D., Comuzzie, A. G., Donato, K. A., Hu, F. B., Hubbard, V. S., Jakicic, J. M., Kushner, R. F., et al. (2014) · Circulation · doi:10.1161/01.cir.0000437739.71477.ee · Cited by 2,735 · see citing works
Qualitative Research in Health Care
(2006) · Wiley eBooks · doi:10.1002/9780470750841 · Cited by 2,713 · see citing works
Health and economic burden of the projected obesity trends in the USA and the UK
Wang, Y. C., McPherson, K., Marsh, T., Gortmaker, S. L., & Brown, M. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60814-3 · Cited by 2,694 · see citing works
Huber, M., Knottnerus, J. A., Green, L., van der Horst, H. E., Jadad, A. R., Kromhout, D., Leonard, B. E., Lorig, K. R., Loureiro, I., Meer, J. W. M. V. D., et al. (2011) · BMJ · doi:10.1136/bmj.d4163 · Cited by 2,644 · see citing works
Change by design : how design thinking transforms organizations and inspires innovation
Brown, T., & Kātz, B. M. (2009) · Cited by 2,616 · 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
How are habits formed: modelling habit formation in the real world
Lally, P., van Jaarsveld, C. H. M., Potts, H. W. W., & Wardle, J. (2010) · European Journal of Social Psychology · doi:10.1002/ejsp.674 · Cited by 2,036 · see citing works
Long-term weight loss maintenance
Wing, R. R., & Phelan, S. (2005) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/82.1.222s · Cited by 1,941 · cited 5× · see citing works
“Sustained health behavior change is required to prevent weight regain [7-9], and the chance of success increases when individuals maintain healthy behaviors and weight loss for 2 to 5 years [10,11].”
BackgroundInfluentialPlanning Health Promotion Programs: An Intervention Mapping Approach
Hicking-Woodison, L. (2017) · Nursing Standard · doi:10.7748/ns.32.6.33.s38 · Cited by 1,843 · see citing works
Persuasive Systems Design: Key Issues, Process Model, and System Features
Oinas-Kukkonen, H., & Harjumaa, M. (2009) · Communications of the Association for Information Systems · doi:10.17705/1cais.02428 · Cited by 1,663 · see citing works
Persuasive technology: using computers to change what we think and do
Fogg, B. J. (2002) · Ubiquity · doi:10.1145/764008.763957 · Cited by 1,554 · see citing works
Handbook of Interview Research. Context and Method
Guillemette, F. (2003) · Loisir et Société / Society and Leisure · doi:10.1080/07053436.2003.10707615 · Cited by 1,463 · see citing works
Elfhag, K., & Rössner, S. (2005) · Obesity Reviews · doi:10.1111/j.1467-789x.2005.00170.x · Cited by 1,343 · cited 1× · see citing works
“repetition and substitution, identity, feedback and monitoring, goals and planning, and personalization) in future eHealth interventions, linking healthy habits to self-determined goals and identity (eg, individual purpose, health or life goal), might contribute to sustainable behavior change and long-term weight cont…”
BackgroundPersuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions
Kelders, S. M., Kok, R. N., Ossebaard, H. C., & Van Gemert-Pijnen, J. E. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2104 · Cited by 1,308 · see citing works
The impact of mHealth interventions: systematic review of systematic reviews
Marcolino, M. S., Oliveira, J. A. Q., D'Agostino, M., Ribeiro, A. L., Alkmim, M. B. M., & Novillo-Ortiz, D. (2018) · JMIR mHealth and uHealth · doi:10.2196/mhealth.8873 · Cited by 1,163 · see citing works
A Holistic Framework to Improve the Uptake and Impact of eHealth Technologies
van Gemert-Pijnen, J. E., Nijland, N., van Limburg, M., Ossebaard, H. C., Kelders, S. M., Eysenbach, G., & Seydel, E. R. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1672 · Cited by 1,126 · see citing works
A systematic review of gamification in e-Health
Sardi, L., Idri, A., & Fernández‐Alemán, J. L. (2017) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2017.05.011 · Cited by 1,041 · see citing works
Gardner, B. (2015) · Health Psychology Review · doi:10.1080/17437199.2013.876238 · Cited by 1,016 · see citing works
Action planning and coping planning for long-term lifestyle change: theory and assessment
Sniehotta, F. F., Schwarzer, R., Scholz, U., & Schüz, B. (2005) · European Journal of Social Psychology · doi:10.1002/ejsp.258 · Cited by 978 · see citing works
Healthcare in the pocket: Mapping the space of mobile-phone health interventions
Klasnja, P., & Pratt, W. (2012) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2011.08.017 · Cited by 970 · see citing works
Schoeppe, S., Alley, S., Van Lippevelde, W., Bray, N. A., Williams, S. L., Duncan, M. J., & Vandelanotte, C. (2016) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-016-0454-y · Cited by 949 · see citing works
The Look AHEAD Study: A Description of the Lifestyle Intervention and the Evidence Supporting It
The Look AHEAD Research Group (2006) · Obesity · doi:10.1038/oby.2006.84 · Cited by 873 · see citing works
Michie, S., Yardley, L., West, R., Patrick, K., & Greaves, F. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7126 · Cited by 865 · see citing works
The role of exercise and physical activity in weight loss and maintenance
Swift, D. L., Johannsen, N. M., Lavie, C. J., Earnest, C. P., & Church, T. S. (2014) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2013.09.012 · Cited by 855 · see citing works
Dombrowski, S. U., Knittle, K., Avenell, A., Araujo-Soares, V., & Sniehotta, F. F. (2014) · BMJ · doi:10.1136/bmj.g2646 · Cited by 816 · see citing works
This is Service Design Thinking: Basics – Tools – Cases
Stickdorn, M., & Schneider, J. (2012) · Cited by 801 · see citing works
Teixeira, P. J., Carraça, E. V., Marques, M. M., Rutter, H., Oppert, J.-M., De Bourdeaudhuij, I., Lakerveld, J., & Brug, J. (2015) · BMC Medicine · doi:10.1186/s12916-015-0323-6 · Cited by 711 · see citing works
Locke, E. A. (1987) · Academy of Management Review · doi:10.5465/amr.1987.4306538 · Cited by 679 · see citing works
Behavioral treatment of obesity
Butryn, M. L., Webb, V., & Wadden, T. A. (2011) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2011.08.006 · Cited by 636 · see citing works
Making health habitual: the psychology of ‘habit-formation’ and general practice
Gardner, B., Lally, P., & Wardle, J. (2012) · British Journal of General Practice · doi:10.3399/bjgp12x659466 · Cited by 591 · cited 1× · see citing works
“Habit formation can be integrated into eHealth interventions to support the formation of new and lasting habits and might be a missing link in the effort to address the challenges related to weight loss maintenance [7,10,14,15,22,115-121].”
BackgroundGardner, B., de Bruijn, G.-J., & Lally, P. (2011) · Annals of Behavioral Medicine · doi:10.1007/s12160-011-9282-0 · Cited by 574 · see citing works
NIH working group report: Innovative research to improve maintenance of weight loss
MacLean, P. S., Wing, R. R., Davidson, T. L., Epstein, L. H., Goodpaster, B. H., Hall, K. D., Levin, B. E., Perri, M. G., Rolls, B. J., ROSENBAUM, M. S., et al. (2014) · Obesity · doi:10.1002/oby.20967 · Cited by 556 · see citing works
Huber, M., van Vliet, M., Giezenberg, M., Winkens, B., Heerkens, Y., Dagnelie, P. C., & Knottnerus, J. A. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-010091 · Cited by 552 · see citing works
Design Thinking in Health Care
Altman, M., Huang, T. T. K., & Breland, J. Y. (2018) · Preventing Chronic Disease · doi:10.5888/pcd15.180128 · Cited by 548 · see citing works
A design thinking framework for healthcare management and innovation
Roberts, J. P., Fisher, T. R., Trowbridge, M. J., & Bent, C. (2016) · Healthcare · doi:10.1016/j.hjdsi.2015.12.002 · Cited by 518 · see citing works
Value Proposition Design: How to Create Products and Services Customers Want
Pritchett, G. (2014) · Central European Business Review · doi:10.18267/j.cebr.104 · Cited by 515 · see citing works
Dombrowski, S. U., Sniehotta, F. F., Avenell, A., Johnston, M., MacLennan, G., & Araújo-Soares, V. (2012) · Health Psychology Review · doi:10.1080/17437199.2010.513298 · Cited by 504 · see citing works
Neve, M., Morgan, P. J., Jones, P. R., & Collins, C. E. (2010) · Obesity Reviews · doi:10.1111/j.1467-789x.2009.00646.x · Cited by 459 · see citing works
Silva, M. N., Vieira, P. N., Coutinho, S. R., Minderico, C. S., Matos, M. G., Sardinha, L. B., & Teixeira, P. J. (2010) · Journal of Behavioral Medicine · doi:10.1007/s10865-009-9239-y · Cited by 448 · see citing works
Motivation, self-determination, and long-term weight control
Teixeira, P. J., Silva, M. N., Mata, J., Palmeira, A. L., & Markland, D. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-22 · Cited by 422 · see citing works
A meta-analysis of serious digital games for healthy lifestyle promotion
DeSmet, A., Van Ryckeghem, D., Compernolle, S., Baranowski, T., Thompson, D., Crombez, G., Poels, K., Van Lippevelde, W., Bastiaensens, S., Van Cleemput, K., et al. (2014) · Preventive Medicine · doi:10.1016/j.ypmed.2014.08.026 · Cited by 414 · cited 1× · see citing works
“Additional design elements were included to explore other potentially engaging elements supporting behavior change and to facilitate the creative process related to users’ requirements, preferences, and ideas to meet their needs [23,86-90].”
BackgroundeHealth for Patient Engagement: A Systematic Review
Barello, S., Triberti, S., Graffigna, G., Libreri, C., Serino, S., Hibbard, J., & Riva, G. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.02013 · Cited by 411 · see citing works
Personality and obesity across the adult life span.
Sutin, A. R., Ferrucci, L., Zonderman, A. B., & Terracciano, A. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0024286 · Cited by 411 · see citing works
Weight-loss maintenance for 10 years in the National Weight Control Registry
Thomas, J. G., Bond, D. S., Phelan, S., Hill, J. O., & Wing, R. R. (2014) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.08.019 · Cited by 358 · see citing works
Direito, A., Carraça, E., Rawstorn, J., Whittaker, R., & Maddison, R. (2017) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9846-0 · Cited by 337 · see citing works
Sieverink, F., Kelders, S. M., & van Gemert-Pijnen, J. E. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.8578 · Cited by 331 · see citing works
Long-term weight loss maintenance for obesity: a multidisciplinary approach
Marchesini, G., Montesi, L., Ghoch, M. E., Brodosi, L., Calugi, S., & Grave, R. D. (2016) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s89836 · Cited by 325 · see citing works
Evidence-Based Strategies in Weight-Loss Mobile Apps
Pagoto, S., Schneider, K., Jojic, M., DeBiasse, M., & Mann, D. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.04.025 · Cited by 325 · see citing works
Evaluating eHealth Interventions: The Need for Continuous Systemic Evaluation
Catwell, L., & Sheikh, A. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000126 · Cited by 307 · see citing works
Morgan, D. L. (2012) · Sage eBooks · doi:10.4135/9781412973588.d10 · Cited by 298 · see citing works
Determinants of weight loss maintenance: a systematic review
Varkevisser, R. D. M., van Stralen, M. M., Kroeze, W., Ket, J. C. F., & Steenhuis, I. H. M. (2019) · Obesity Reviews · doi:10.1111/obr.12772 · Cited by 295 · see citing works
A Systems Approach to Patient-Centered Care
Bergeson, S. C., & Dean, J. D. (2006) · JAMA · doi:10.1001/jama.296.23.2848 · Cited by 287 · see citing works
Nilsen, P., Roback, K., Broström, A., & Ellström, P.-E. (2012) · Implementation Science · doi:10.1186/1748-5908-7-53 · Cited by 284 · see citing works
Long‐Term Weight Loss and Breakfast in Subjects in the National Weight Control Registry
Wyatt, H. R., Grunwald, G. K., Mosca, C. L., Klem, M. L., Wing, R. R., & Hill, J. O. (2002) · Obesity Research · doi:10.1038/oby.2002.13 · Cited by 283 · see citing works
The role of physical activity in producing and maintaining weight loss
Catenacci, V. A., & Wyatt, H. R. (2007) · Nature Clinical Practice Endocrinology & Metabolism · doi:10.1038/ncpendmet0554 · Cited by 264 · see citing works
Behavioral Strategies of Individuals Who Have Maintained Long‐Term Weight Losses
McGuire, M. T., Wing, R. R., Klem, M. L., & Hillf, J. O. (1999) · Obesity Research · doi:10.1002/j.1550-8528.1999.tb00416.x · Cited by 263 · see citing works
Designing eHealth that Matters via a Multidisciplinary Requirements Development Approach
Van Velsen, L., Wentzel, J., & Van Gemert-Pijnen, J. E. (2013) · JMIR Research Protocols · doi:10.2196/resprot.2547 · Cited by 262 · see citing works
Self-citationPersuasive system design: state of the art and future directions
Torning, K., & Oinas-Kukkonen, H. (2009) · Proceedings of the 4th International Conference on Persuasive Technology · doi:10.1145/1541948.1541989 · Cited by 230 · see citing works
Service Design: From Insight to Implementation
Polaine, A., Løvlie, L., & Reason, B. (2013) · Cited by 225 · see citing works
Non-conscious processes in changing health-related behaviour: a conceptual analysis and framework
Hollands, G. J., Marteau, T. M., & Fletcher, P. C. (2016) · Health Psychology Review · doi:10.1080/17437199.2015.1138093 · Cited by 221 · see citing works
The Most Popular Smartphone Apps for Weight Loss: A Quality Assessment
Chen, J., Cade, J. E., & Allman-Farinelli, M. (2015) · JMIR mHealth and uHealth · doi:10.2196/mhealth.4334 · Cited by 219 · see citing works
Silva, M. N., Markland, D. A., Minderico, C. S., Vieira, P. N., Castro, M. M., Coutinho, S. R., Santos, T., de Matos, M. G., Sardinha, L. B., & Teixeira, P. J. (2008) · BMC Public Health · doi:10.1186/1471-2458-8-234 · Cited by 208 · see citing works
Kelders, S. M., van Zyl, L. E., & Ludden, G. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00926 · Cited by 207 · see citing works
Hermsen, S., Frost, J., Renes, R. J., & Kerkhof, P. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.12.023 · Cited by 194 · see citing works
Persuasive Technology for Human Well-Being: Setting the Scene
IJsselsteijn, W. A., de Kort, Y. A. W., Midden, C., Eggen, B. H., & van den Hoven, E. (2006) · Lecture notes in computer science · doi:10.1007/11755494_1 · Cited by 189 · see citing works
Information Architecture for the World Wide Web
(2000) · The Journal of Academic Librarianship · doi:10.1016/s0099-1333(99)00135-4 · Cited by 178 · see citing works
Sorgente, A., Pietrabissa, G., Manzoni, G. M., Re, F., Simpson, S., Perona, S., Rossi, A., Cattivelli, R., Innamorati, M., Jackson, J. B., et al. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6972 · Cited by 165 · see citing works
Lentferink, A., Oldenhuis, H. K. E., de Groot, M., Polstra, L., Velthuijsen, H., & van Gemert‐Pijnen, J. E. W. C. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7288 · Cited by 162 · see citing works
Successful weight loss maintenance: A systematic review of weight control registries
Paixão, C., Dias, C. M., Jorge, R., Carraça, E. V., Yannakoulia, M., de Zwaan, M., Soini, S., Hill, J. O., Teixeira, P. J., & Santos, I. (2020) · Obesity Reviews · doi:10.1111/obr.13003 · Cited by 158 · see citing works
Kelders, S. M., Van Gemert-Pijnen, J. E. W. C., Werkman, A., Nijland, N., & Seydel, E. R. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1624 · Cited by 156 · see citing works
Smith, K. S., & Graybiel, A. M. (2016) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2016.18.1/ksmith · Cited by 156 · see citing works
Asbjørnsen, R. A., Smedsrød, M. L., Solberg Nes, L., Wentzel, J., Varsi, C., Hjelmesæth, J., & van Gemert-Pijnen, J. E. (2019) · Journal of Medical Internet Research · doi:10.2196/14265 · Cited by 150 · see citing works
Self-citationIdentity Shifts as Turning Points in Health Behavior Change
Kearney, M. H., & O’Sullivan, J. (2003) · Western Journal of Nursing Research · doi:10.1177/0193945902250032 · Cited by 146 · see citing works
eHealth Research from the User’s Perspective
Hesse, B. W., & Shneiderman, B. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.01.019 · Cited by 142 · see citing works
Mayora, O., Bardram, J. E., Tröster, G., & Bert Arnrich, A. (2009) · Methods of Information in Medicine · doi:10.3414/me09-02-0044 · Cited by 129 · see citing works
Habit and Identity: Behavioral, Cognitive, Affective, and Motivational Facets of an Integrated Self
Verplanken, B., & Sui, J. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01504 · Cited by 123 · see citing works
Current Issues and Future Directions for Research Into Digital Behavior Change Interventions
Yardley, L., Choudhury, T., Patrick, K., & Michie, S. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.07.019 · Cited by 112 · see citing works
Christiansen, T., Bruun, J. M., Madsen, E. L., & Richelsen, B. (2007) · Obesity · doi:10.1038/oby.2007.530 · Cited by 110 · see citing works
The benefits and challenges of multiple health behavior change in research and in practice
Prochaska, J. J., Nigg, C. R., Spring, B. J., Velicer, W. F., & Prochaska, J. O. (2009) · Preventive Medicine · doi:10.1016/j.ypmed.2009.11.009 · Cited by 109 · see citing works
Internet-Based Weight Control: The Relationship Between Web Features and Weight Loss
Krukowski, R. A., Harvey‐Berino, J., Ashikaga, T., Thomas, C. S., & Micco, N. (2008) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2007.0132 · Cited by 106 · see citing works
Similarities and Differences between Weight Loss Maintainers and Regainers: A Qualitative Analysis
Reyes, N. R., Oliver, T. L., Klotz, A. A., Lagrotte, C. A., Veur, S. S. V., Virus, A., Bailer, B. A., & Foster, G. D. (2012) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2011.11.014 · Cited by 103 · see citing works
Creating Gameful Design in mHealth: A Participatory Co-Design Approach
Jessen, S., Mirković, J., & Ruland, C. M. (2018) · JMIR mhealth and uhealth · doi:10.2196/11579 · Cited by 102 · see citing works
Does Weight Loss Maintenance Become Easier Over Time?
Klem, M. L., Wing, R. R., Lang, W., McGuire, M. T., & Hill, J. O. (2000) · Obesity Research · doi:10.1038/oby.2000.54 · Cited by 101 · see citing works
Health Behavior Change for Obesity Management
Teixeira, P. J., & Marques, M. M. (2017) · Obesity Facts · doi:10.1159/000484933 · Cited by 97 · see citing works
Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data
Sieverink, F., Kelders, S., Poel, M., & van Gemert-Pijnen, L. (2017) · JMIR Research Protocols · doi:10.2196/resprot.6452 · Cited by 88 · see citing works
Ledel Solem, I. K., Varsi, C., Eide, H., Kristjansdottir, O. B., Børøsund, E., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J., Haaland-Øverby, M., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/15889 · Cited by 80 · see citing works
New mindset in scientific method in the health field: Design Thinking
Ferreira, F. K., Song, E. H., Gomes, H. C., Garcia, É. B., & Ferreira, L. M. (2015) · Clinics · doi:10.6061/clinics/2015(12)01 · Cited by 76 · see citing works
Participatory eHealth development to support nurses in antimicrobial stewardship
Wentzel, J., van Velsen, L., van Limburg, M., de Jong, N., Karreman, J., Hendrix, R., & van Gemert-Pijnen, J. J. E. W. C. (2014) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-14-45 · Cited by 73 · see citing works
Self-citationWang, J., Cai, C. C., Padhye, N. S., Orlander, P. R., & Zare, M. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.4478 · Cited by 72 · see citing works
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Vosbergen, S., Mulder-Wiggers, J. M. R., Lacroix, J. P. W., Kemps, H., Kraaijenhagen, R. A., Jaspers, M., & Peek, N. B. (2014) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2014.09.004 · Cited by 72 · see citing works
Deckers, L. H. (2018) · Routledge eBooks · doi:10.4324/9781315178615 · Cited by 68 · see citing works
Gonen, E. (2019) · Markets Globalization & Development Review · doi:10.23860/mgdr-2019-04-02-08 · Cited by 64 · see citing works
Daae, J., & Boks, C. (2017) · Routledge eBooks · doi:10.4324/9781315576602 · Cited by 62 · see citing works
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van der Weiden, A., Benjamins, J. S., Gillebaart, M., Ybema, J. F., & de Ridder, D. T. D. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00560 · Cited by 61 · see citing works
van Woezik, A. F. G., Braakman-Jansen, L. M. A., Kulyk, O., Siemons, L., & van Gemert-Pijnen, J. E. W. C. (2016) · Antimicrobial Resistance & Infection Control · doi:10.1186/s13756-016-0119-2 · Cited by 57 · see citing works
Smith, K. S., & Graybiel, A. M. (2016) · PubMed Central · Cited by 55 · see citing works
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McKee, H., Ntoumanis, N., & Smith, B. (2013) · Psychology & Health · doi:10.1080/08870446.2013.799162 · Cited by 53 · see citing works
van Velsen, L., Broekhuis, M., Jansen-Kosterink, S. M., & den Akker, H. O. (2019) · Journal of Medical Internet Research · doi:10.2196/11759 · Cited by 52 · see citing works
Robertson, T., & Simonsen, J. (2015) · Routledge eBooks · doi:10.4324/9780203108543.ch1 · Cited by 51 · see citing works
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Stubbs, R. J., & Lavin, J. H. (2013) · Nutrition Bulletin · doi:10.1111/nbu.12002 · Cited by 47 · see citing works
Phelan, S., Halfman, T., Pinto, A. M., & Foster, G. D. (2020) · Obesity · doi:10.1002/oby.22685 · Cited by 43 · see citing works
Børøsund, E., Ehlers, S. L., Varsi, C., Clark, M. M., Andrykowski, M. A., Cvancarova, M., & Solberg Nes, L. (2020) · Cancer Medicine · doi:10.1002/cam4.3000 · Cited by 43 · see citing works
Self-citationvan Gemert-Pijnen, L. (. E. W. C. )., Kip, H., Kelders, S. M., & Sanderman, R. (2018) · Routledge eBooks · doi:10.4324/9781315385907-1 · Cited by 41 · see citing works
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Cai, X., Qiu, S., Luo, D., Wang, L., Lu, Y., & Li, M. (2020) · Obesity · doi:10.1002/oby.22715 · Cited by 38 · see citing works
Karfopoulou, E., Mouliou, K., Koutras, Y., & Yannakoulia, M. (2013) · Clinical Obesity · doi:10.1111/cob.12028 · Cited by 36 · see citing works
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Cleo, G., Isenring, E. A., Thomas, R., & Glasziou, P. (2017) · Journal of Human Nutrition and Dietetics · doi:10.1111/jhn.12456 · Cited by 36 · see citing works
Prevalence of overweight and obesity in children and adults
Keating, C., Backholer, K., & Peeters, A. (2014) · The Lancet · doi:10.1016/s0140-6736(14)62367-9 · Cited by 36 · see citing works
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Soltani, H., Arden, M. A., Duxbury, A. M. S., & Fair, F. J. (2016) · Journal of Pregnancy · doi:10.1155/2016/1085916 · Cited by 34 · see citing works
Cruz-Martínez, R. R., Wentzel, J., Asbjørnsen, R. A., Noort, P. D., van Niekerk, J. M., Sanderman, R., & van Gemert‐Pijnen, J. E. W. C. (2020) · Journal of Medical Internet Research · doi:10.2196/16157 · Cited by 31 · see citing works
Self-citationPedersen, S., Sniehotta, F. F., Sainsbury, K., Evans, E. H., Marques, M. M., Stubbs, R. J., Heitmann, B. L., & Lähteenmäki, L. (2018) · Social Science & Medicine · doi:10.1016/j.socscimed.2018.05.016 · Cited by 30 · see citing works
Efficacy of habit-based weight loss interventions: A systematic review and meta-analysis
Cleo, G., Beller, E., Glasziou, P., Isenring, E., & Thomas, R. (2020) · Journal of Behavioral Medicine · doi:10.1007/s10865-019-00100-w · Cited by 28 · see citing works
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Kelders, S. M., & Kip, H. (2019) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3290607.3312917 · Cited by 28 · see citing works
Evaluation of a web-based lifestyle coach designed to maintain a healthy bodyweight
Kelders, S. M., van Gemert-Pijnen, J. E. W. C., Werkman, A., & Seydel, E. R. (2010) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2009.001003 · Cited by 27 · see citing works
Mirković, J., Jessen, S., Kristjánsdóttir, Ó. B., Krogseth, T., Koricho, A. T., & Ruland, C. M. (2018) · JMIR Formative Research · doi:10.2196/10774 · Cited by 27 · see citing works
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Lockton, D. (2017) · Routledge eBooks · doi:10.4324/9781315576602-6 · Cited by 25 · see citing works
Petermans, A., & Cain, R. L. (2019) · Routledge eBooks · doi:10.4324/9781315121383 · Cited by 25 · see citing works
Evans, E. H., Araújo‐Soares, V., Adamson, A., Batterham, A. M., Brown, H., Campbell, M., Dombrowski, S. U., Guest, A., Jackson, D., Kwaśnicka, D., et al. (2015) · Trials · doi:10.1186/s13063-015-0931-7 · Cited by 23 · see citing works
Lentferink, A., Polstra, L., D’Souza, A., Oldenhuis, H., Velthuijsen, H., & van Gemert-Pijnen, L. (2020) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-020-1088-1 · Cited by 21 · see citing works
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Brockmann, A. N., Eastman, A., & Ross, K. M. (2020) · Obesity · doi:10.1002/oby.22828 · Cited by 19 · see citing works
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Støme, L. N., Moger, T. A., Kidholm, K., & Kværner, K. J. (2019) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462318003719 · Cited by 19 · see citing works
Spook, J. E., Paulussen, T. G., Paulissen, R. T., Visschedijk, G. C., Kok, G., & van Empelen, P. (2015) · Games for Health Journal · doi:10.1089/g4h.2014.0142 · Cited by 17 · see citing works
Sittig, S., McGowan, A., & Iyengar, S. (2020) · Journal of Medical Systems · doi:10.1007/s10916-020-01591-w · Cited by 17 · see citing works
Brindal, E., Hendrie, G. A., & Freyne, J. (2016) · JMIR Research Protocols · doi:10.2196/resprot.4664 · Cited by 15 · see citing works
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Poulimeneas, D., Yannakoulia, M., Anastasiou, C. A., & Scarmeas, N. (2018) · Brain Sciences · doi:10.3390/brainsci8090174 · Cited by 15 · see citing works
Regulatory Focus, Proximity to Goal Weight, and Weight Loss Maintenance
Fuglestad, P. T., Rothman, A. J., Jeffery, R. W., & Sherwood, N. E. (2015) · American Journal of Health Behavior · doi:10.5993/ajhb.39.5.12 · Cited by 15 · see citing works
A personalized, multi-platform nutrition, exercise, and lifestyle coaching program: A pilot in women
Héroux, M., Watt, M., McGuire, K. A., & Berardi, J. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.12.002 · Cited by 13 · see citing works
Hooglugt, F., & Ludden, G. (2020) · JMIR mhealth and uhealth · doi:10.2196/16720 · Cited by 10 · see citing works
Editorial: Special issue on health behavior change support systems
Kelders, S. M., B, H. O.-K. A., Öörni, A., & van Gemert‐Pijnen, J. E. W. C. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.07.001 · Cited by 6 · see citing works
Deckers, L. H. (2015) · Psychology Press eBooks · doi:10.4324/9781315664156 · Cited by 4 · see citing works
Stickdorn, M. (2015) · Routledge eBooks · doi:10.4324/9781315858265.ch24 · Cited by 3 · see citing works
Flagged first, then by citations
1 of the 152 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- [91]Casanova P Agile Processes: A Unifying Approach for the Future of Projects PMI Global Congress Proceedings 2013 PGC'13 April 24, 2013 Istanbul, Turkey
- [100]Deckers L Motivation: Biological, Psychological, and Environmental 2018 New York, USA Routledge
- [104]Bandura A Social Foundations of Thought and Action: A Social Cognitive Theory. 1st Edition 1986 New Jersey, US Prentice-Hall Inc
- [141]Niedderer K Clune S Ludden G Design for Behaviour Change for Health and Wellbeing 2017 London, UK Routledge, Taylor and Francis
Cited by
Sorted by citations
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Adewoyin, O., Wesson, J. L., & Vogts, D. (2024) · Cognition Technology & Work · doi:10.1007/s10111-024-00776-4 · Cited by 2 · see citing works
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Martín-Vicario, L., & Puertas, L. G. (2025) · Sociology Compass · doi:10.1111/soc4.70066 · Cited by 2 · see citing works
Fareed, N., Asgher, H., Tsilimigras, D. I., Chatzipanagiotou, O. P., Catalano, G., Hartwell, B., Bolton, K., & Pawlik, T. M. (2025) · Journal of Medical Internet Research · doi:10.2196/77995 · Cited by 2 · see citing works
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Agyei, E. E. Y. F., Kekkonen, M., & B, H. O.-K. A. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-58226-4_2 · Cited by 2 · see citing works
Encantado, J., Palmeira, A. L., Silva, C. C., Sniehotta, F. F., Stubbs, R. J., Gouveia, M. J., Teixeira, P. J., Heitmann, B. L., & Marques, M. M. (2021) · doi:10.31234/osf.io/4rjpa · Cited by 2 · see citing works
Asbjørnsen, R. A., Hjelmesaeth, J. S., Smedsrød, M. L., Wentzel, J., Clark, M. M., Kelders, S. M., van Gemert‐Pijnen, J. E. W. C., & Nes, L. S. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1394599 · Cited by 1 · see citing works
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Dassow, H.-H., & Eßmeyer, T. (2025) · Springer series on epidemiology and public health · doi:10.1007/978-3-031-90154-6_29 · Cited by 1 · see citing works
Veldhuis, S. O., Guichelaar, M. M. J., den Ouden, M. E. M., van Gemert‐Pijnen, J. E. W. C., & Drossaert, C. H. C. (2025) · JMIR Formative Research · doi:10.2196/78536 · Cited by 1 · see citing works
Nabwire, S., Agyei, E. E. Y. F., Merikallio, H., Savolainen, M. J., Hukkanen, J., & B, H. O.-K. A. (2026) · Digital Health · doi:10.1177/20552076261461365 · Cited by 1 · see citing works
Factors influencing perceived usefulness of a branded weight-loss app
Martín-Vicario, L., Martínez‐Sánchez, M. E., & Nicolás-Sans, R. (2024) · British Food Journal · doi:10.1108/bfj-06-2023-0478 · Cited by 1 · see citing works
Șerban, I. B., Fruytier, L., Houben, S., Colombo, S., van de Sande, D. A., Kemps, H., & Brombacher, A. (2025) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/62986 · Cited by 1 · see citing works
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Bostrøm, K., Varsi, C., Eide, H., Børøsund, E., Kristjánsdóttir, Ó. B., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J. P., Nordang, E. F., et al. (2021) · Research Square · doi:10.21203/rs.3.rs-952389/v1 · Cited by 1 · see citing works
Fareed, N., Asgher, H., Tsilimigras, D. I., Chatzipanagiotou, O. P., Catalano, G., Hartwell, B., Bolton, K., & Pawlik, T. M. (2025) · medRxiv · doi:10.1101/2025.05.23.25328074 · Cited by 1 · see citing works
Encantado, J., Palmeira, A. L., Silva, C. C., Sniehotta, F. F., Stubbs, R. J., Gouveia, M. J., Teixeira, P. J., Heitmann, B. L., & Marques, M. M. (2021) · doi:10.2196/preprints.28200
Lord, A. Y. Z., & Pan, W. (2023) · JMIR Formative Research · doi:10.2196/41944
Moura, A. B. F., Silva, L. M., Motter, F. R., Silva, I. C., Silva, W. A. S., Leão, B. D. F., Col, S. V. C. D., & Gadenz, S. D. (2023) · Research Square · doi:10.21203/rs.3.rs-3536188/v1
Tu, X., Chen, H., Wang, J., & Xin, X. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-61932-8_10
Goldstein, C. M., Goldstein, S. P., Ladd, B. T., Wing, R. R., & Thomas, J. G. (2024) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-024-00448-0
Faber, J. S., Kraal, J. J., ter Hoeve, N., Al-Dhahir, I., Breeman, L. D., Chavannes, N. H., Evers, A. W. M., Bussmann, H., Visch, V., & van den Berg-Emons, R. J. G. (2024) · European Heart Journal - Digital Health · doi:10.1093/ehjdh/ztae084 · Cited by 1 · see citing works
Gißke, C., Weimann, T. G., & Schlieter, H. (2024) · IEEE Conference on Business Informatics · doi:10.1109/cbi62504.2024.00035
Wang, X., Song, L., Vondenberger, A., Yu, F., Liu, J., Delgado, R. E., Svatek, R. S., Rodriguez, N. V., Rivera, L. R., & Bonnen, M. (2024) · doi:10.2196/preprints.70354
Kakoschke, N., Howlett, C. A., Little, K., Gwilt, I., Rebuli, M. A., Brooker, P. G., & Davis, A. (2025) · doi:10.2196/preprints.74099
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Zhang, Y., & Iahad, N. A. (2025) · Proceeding of the Electrical Engineering Computer Science and Informatics · doi:10.1109/eecsi67060.2025.11290570
Jøranli, K. T., Vefring, L. T., Dalen, M., Garnweidner-Holme, L. M., & Molin, M. (2023) · Figshare · doi:10.6084/m9.figshare.24819531
Additional file 1 of Engaging with EPIO, a digital pain self-management program: a qualitative study
Bostrøm, K., Varsi, C., Eide, H., Børøsund, E., Kristjánsdóttir, Ó. B., Schreurs, K. M. G., Waxenberg, L. B., Weiss, K. E., Morrison, E. J. P., Nordang, E. F., et al. (2022) · Figshare · doi:10.6084/m9.figshare.19687094
Wang, X., Song, L., Vondenberger, A., Yu, F., Liu, J., Delgado, R. E., Svatek, R. S., Villegas, N., Rivera, L. R., & Bonnen, M. (2025) · JMIR Cancer · doi:10.2196/70354
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Mohamed, N. F. F., & Iahad, N. A. (2025) · Studies in systems, decision and control · doi:10.1007/978-3-031-95280-7_64
Design Thinking in Healthcare UNMC Guideline (DTHUNmC)
Bravo, K. S., Welniak, T. J., & Kallio, J. (2025) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000001430
Digital Episodic Future Thinking Intervention (Luminaut): Co-Design and Iterative Development Study
Kakoschke, N., Howlett, C. A., Little, K., Gwilt, I., Rebuli, M. A., Brooker, P. G., & Davis, A. (2026) · JMIR Human Factors · doi:10.2196/74099
Moura, A. B. F., Motter, F. R., Silva, L. M., Silva, I. C., Silva, W. A. S., Leão, B. D. F., Col, S. V. C. D., & Gadenz, S. D. (2026) · Frontiers in Digital Health · doi:10.3389/fdgth.2026.1713349
Valle, C. G., Nezami, B. T., Hatley, K. E., Diamond, M. A., Polzien, K. M., Wasser, H., Gottfredson, N. C., & Tate, D. F. (2026) · Contemporary Clinical Trials · doi:10.1016/j.cct.2026.108318
Halvarsson, B., Gutke, A., Kvist, J., Nijs, J., & Lundberg, M. (2026) · Digital Health · doi:10.1177/20552076261459519
Moriishi, C., Oba, T., Takano, K., Katahira, K., & Kimura, K. (2026) · JMIR Human Factors · doi:10.2196/91917
Xiong, Z., Li, X. Y., Chai, L., Duan, X., Hu, X., Xie, Y., & Li, C. (2026) · JMIR Public Health and Surveillance · doi:10.2196/95707
Nabwire, S., de Oliveira, R. S. C., Merikallio, H., Savolainen, M. J., Hukkanen, J., & B, H. O.-K. A. (2026) · Health Informatics Journal · doi:10.1177/14604582261480535
Nabwire, S., de Oliveira, R. S. C., & B, H. O.-K. A. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-38014-2_19
Mazéas, A., & Ntoumanis, N. (2026) · Psychology and Health · doi:10.1080/08870446.2026.2737650
- Authors
- Asbjørnsen, R. A., Wentzel, J., Smedsrød, M. L., Hjelmesæth, J., Clark, M. M., Solberg Nes, L., & Van Gemert-Pijnen, J. E. W. C.
- Affiliations
- Oslo University Hospital (NO)
- Windesheim University of Applied Sciences (NL)
- Sørlandet Sykehus (NO)
- Mayo Clinic (US)
- Corresponding author
- Asbjørnsen, Rikke Aune
- ORCID
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2020-11-30
- Volume
- 22
- Issue
- 11
- Pages
- e22598
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC7735908
- OpenAlex
- W3107155688
- Cited by
- 84
- References
- 152
- Citations by year
- 2026: 10 · 2025: 19 · 2024: 18 · 2023: 13 · 2022: 10 · 2021: 13 · 2020: 1
- FWCI
- 9.66
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion, cc-by)
- University of Twente Research Information (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- NORA - Norwegian Open Research Archives (submittedVersion, cc-by)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by)
- Funders
- Mayo Clinic
- University of Twente
- Sykehuset i Vestfold
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- persuasive system design, behaviour change techniques, weight loss maintenance, obesity, digital health interventions, self-management, design thinking, individualized care, social support, self-monitoring, stakeholder engagement, sustainable behavior change, user-centered design, monitoring and feedback, autonomy, self-image, motivation, identity, self-belief
- MeSH terms
- Adult, Aged, Behavior Therapy, Female, Humans, Male, Middle Aged, Motivation, Obesity, Persuasive Communication, Surveys and Questionnaires, Weight Loss, Health Behavior, Focus Groups, Telemedicine, Qualitative Research, Young Adult
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