This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (522) Web-based and Mobile Health Interventions (3344) mHealth for Wellness, Behavior Change and Prevention (2912) Behavior Change (718)

Published on in Vol 19, No 6 (2017): June

Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an International Workshop

Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an International Workshop

Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an International Workshop

Authors of this article:

Susan Michie1 Author Orcid Image ;   Lucy Yardley2, 3 Author Orcid Image ;   Robert West4 Author Orcid Image ;   Kevin Patrick5, 6 Author Orcid Image ;   Felix Greaves7, 8 Author Orcid Image
Article Authors Cited by (551) Tweetations (301) Metrics

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  441. Espina C, Feliu A, González Vingut A, Liddle T, Jimenez-Garcia C, Olaya-Caro I, Perula-De-Torres L. Population-Based Cancer Prevention Education Intervention Through mHealth: A Randomized Controlled Trial. Journal of Medical Systems 2024;48(1) View
  442. Choi S, Oh M, Oyama O, Park D, Hong S, Lee T, Hwang J, Lee H, Choe Y, Lee W, Jeon J. Effectiveness of breath acetone monitoring in reducing body fat and improving body composition: a randomized controlled study. Journal of Breath Research 2024;18(2):026001 View
  443. Kim M, Patrick K, Nebeker C, Godino J, Stein S, Klasnja P, Perski O, Viglione C, Coleman A, Hekler E. The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring. Journal of Medical Internet Research 2024;26:e49208 View
  444. Singh T, Truong M, Roberts K, Myneni S. Sequencing conversational turns in peer interactions: An integrated approach for evidence-based conversational agent for just-in-time nicotine cravings intervention. DIGITAL HEALTH 2024;10 View
  445. Carrera A, Manetti S, Lettieri E. Rewiring care delivery through Digital Therapeutics (DTx): a machine learning-enhanced assessment and development (M-LEAD) framework. BMC Health Services Research 2024;24(1) View
  446. Brammall B, Garad R, Teede H, Baker S, Harrison C. OptimalMe Program: A Mixed Method Investigation into the Engagement and Acceptability of a Preconception Digital Health Lifestyle Intervention with Individual Coaching for Women’s Health and Behaviour Change. Nutrients 2024;16(5):572 View
  447. Segur-Ferrer J, Moltó-Puigmartí C, Pastells-Peiró R, Vivanco-Hidalgo R. Methodological Frameworks and Dimensions to Be Considered in Digital Health Technology Assessment: Scoping Review and Thematic Analysis. Journal of Medical Internet Research 2024;26:e48694 View
  448. Buller D, Sussman A, Thomson C, Kepka D, Taren D, Henry K, Warner E, Walkosz B, Woodall W, Nuss K, Blair C, Guest D, Borrayo E, Gordon J, Hatcher J, Wetter D, Kinsey A, Jones C, Yung A, Christini K, Berteletti J, Torres J, Barraza Perez E, Small A. #4Corners4Health Social Media Cancer Prevention Campaign for Emerging Adults: Protocol for a Randomized Stepped-Wedge Trial. JMIR Research Protocols 2024;13:e50392 View
  449. Stevenson R, Chowdhury E, Inza V, Western M, Walsh N, Jones S, Bilzon J. Development of the intelligent knee osteoarthritis lifestyle app: a person-based approach. BMC Musculoskeletal Disorders 2024;25(1) View
  450. Selänne L, Pasanen M, Aslan F, Pakarinen A. Gamified Intervention for Health Promotion of Families in Child Health Clinics — A Cluster Randomised Trial. Simulation & Gaming 2024;55(3):552 View
  451. Zhang X, Ma L, Sun D, Yi M, Wang Z. Artificial Intelligence in Telemedicine: A Global Perspective Visualization Analysis. Telemedicine and e-Health 2024;30(7):e1909 View
  452. Hahs-Vaughn D, DeStefano C, Charles C, Little M. Challenges and Adjustments in a Multisite School-Based Randomized Field Trial. American Journal of Evaluation 2024 View
  453. Ester M, McDonough M, Bansal M, Dreger J, Daun J, McNeely M, Luu T, Culos-Reed S. Perspectives on Ease of Use and Value of a Self-Monitoring Application to Support Physical Activity Maintenance among Individuals Living with and beyond Cancer. Current Oncology 2024;31(3):1572 View
  454. Blazek E, Bucher A. Barriers to COVID-19 Vaccination in a Troop of Fleet Antiterrorism Security Team Marines: Observational Study. JMIR Formative Research 2024;8:e50181 View
  455. Chae D, Asami K, Kim J, Kim K, Ryu J, Doorenbos A. Home-based walking intervention for middle-aged migrant women using 360-degree virtual videos and a wearable activity tracker: A mixed-methods pilot study. Research in Community and Public Health Nursing 2024;35:10 View
  456. Khan Z, Kidholm K, Pedersen S, Haga S, Drozd F, Sundrehagen T, Olavesen E, Halsteinli V. Developing a Program Costs Checklist of Digital Health Interventions: A Scoping Review and Empirical Case Study. PharmacoEconomics 2024;42(6):663 View
  457. Li Y, Liu S, Zeng A, Wu J, Zhang J, Zhang W, Li S. Interdisciplinary Dynamics in COVID-19 Research: Examining the Role of Computer Science and Collaboration Patterns. Systems 2024;12(4):113 View
  458. Fundoiano-Hershcovitz ‪, Ritholz M, Horwitz D, Behar E, Manejwala O, Goldstein P. The Impact of Digital Self-Monitoring of Weight on Improving Diabetes Clinical Outcomes: Quasi-Randomized Study. Journal of Medical Internet Research 2024;26:e54940 View
  459. Wong D, Bonnici T, Gerry S, Birks J, Watkinson P. Effect of Digital Early Warning Scores on Hospital Vital Sign Observation Protocol Adherence: Stepped-Wedge Evaluation. Journal of Medical Internet Research 2024;26:e46691 View
  460. Perdacher E, Kavanagh D, Sheffield J, Dale P, Heffernan E. The Use of a Digital Well-Being App (Stay Strong App) With Indigenous People in Prison: Randomized Controlled Trial. JMIR Mental Health 2024;11:e53280 View
  461. Dudley R, Dodgson G, Common S, Ogundimu E, Liley J, O'Grady L, Watson F, Gibbs C, Arnott B, Fernyhough C, Alderson-Day B, Aynsworth C. Effects of a novel, brief psychological therapy (Managing Unusual Sensory Experiences) for hallucinations in first episode psychosis (MUSE FEP): Findings from an exploratory randomised controlled trial. Journal of Psychiatric Research 2024;174:289 View
  462. Iswarya V, Babima M, Muhila M, Dhaneesh R. Enhancing well-being: evaluating the impact of stress management interventions for IT professionals in the workplace. International Journal of System Assurance Engineering and Management 2024;15(7):3318 View
  463. Ibrahim S, Ang J, Petsolari M, Michelson R, Dong Y, Theofanopoulou N, Van Kleek M, Davis K, Slovák P. Understanding Online Parental Help-Seeking and Help-Giving in Early Childhood: The Design Challenges of Supporting Complex Parenting Questions. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW1):1 View
  464. Jarvis K, Cook J, Bavikatte G, Branscombe N, Donovan S, Haworth J, Lawrence C, Morland C, Stockley R. A pilot exploration of staff and service-user perceptions of a novel digital health technology (Virtual Engagement Rehabilitation Assistant) in complex inpatient rehabilitation. Disability and Rehabilitation: Assistive Technology 2024:1 View
  465. Butten K, Laurie J, Varnfield M, Wilkinson S. Gestational diabetes mellitus care re‐imagined: women's experiences of a major model of care change at a large metropolitan hospital. Practical Diabetes 2024;41(2):22 View
  466. Courtenay M, Lim R, Deslandes R, Ferriday R, Gillespie D, Hodson K, Reid N, Thomas N, Chater A. Theory-based electronic learning intervention to support appropriate antibiotic prescribing by nurses and pharmacists: intervention development and feasibility study protocol. BMJ Open 2019;9(8):e028326 View
  467. Shimu S, Patil S, Dadzie E, Tesfaye T, Alag P, Więckiewicz G. Exploring Health Informatics in the Battle against Drug Addiction: Digital Solutions for the Rising Concern. Journal of Personalized Medicine 2024;14(6):556 View
  468. Becker S, Shiller H, Fan Y, DiBartolo E, Olson M, Casline E, Wijaya C, Helseth S, Kelly L. Refining Parent SMART: User feedback to optimize a multi-modal intervention. Journal of Substance Use and Addiction Treatment 2024;166:209405 View
  469. Armfield N, Elphinston R, Liimatainen J, Scotti Requena S, Eather C, Edirippulige S, Ritchie C, Robins S, Sterling M. Development and Use of Mobile Messaging for Individuals With Musculoskeletal Pain Conditions: Scoping Review. JMIR mHealth and uHealth 2024;12:e55625 View
  470. Holden J, O'Halloran P, Davidson M, Breckon J, Rahayu W, Monfries M, Taylor N. Embedded motivational interviewing combined with a smartphone application to increase physical activity in people with sub-acute low back pain: a cluster randomised controlled trial. Brazilian Journal of Physical Therapy 2024;28(4):101091 View
  471. Stutvoet M, Levelt L, Hrehovcsik M, van’t Veer J, Visch V, Bramer W, Hillegers M, Veltkamp R, Nijhof S, Estévez-López F. Gamification in eHealth for Chronic Disease Self-Management in Youth: A Systematic Review. Games for Health Journal 2024;13(5):314 View
  472. Maurer L, Bauermann P, Karner L, Müller C, Lorenz N, Gieselmann A. Investigating the efficacy of digital cognitive behavioural therapy in comparison to a sleep‐monitoring application via integrated diary and actigraphy: A randomised–controlled trial. Journal of Sleep Research 2024 View
  473. Marcos T, Crutzen R, Leitner V, Smeddinck J, Strumegger E, Wurhofer D, Kulnik S. Making it transparent: A worked example of articulating programme theory for a digital health application using Intervention Mapping. DIGITAL HEALTH 2024;10 View
  474. Bolinger E, Tyl B. Key Considerations for Designing Clinical Studies to Evaluate Digital Health Solutions. Journal of Medical Internet Research 2024;26:e54518 View
  475. Metz G, Thielmann R, Roosjen H, Crutzen R. Evaluating the Impact of a Dutch Sexual Health Intervention for Adolescents: Think-Aloud and Semistructured Interview Study. JMIR Formative Research 2024;8:e48453 View
  476. Baykara R, Pıhtılı Taş N. Recommended exercises for lower back pain on YouTube videos; Are they useful or harmful?. Health Policy and Technology 2024;13(3):100891 View
  477. Ndulue O, Naslund J. Digital interventions for alcohol use disorders: A narrative review of opportunities to advance prevention, treatment and recovery. Psychiatry Research Communications 2024;4(3):100183 View
  478. Obeagu E, Obeagu G. Adapting to the shifting landscape: Implications of climate change for malaria control: A review. Medicine 2024;103(29):e39010 View
  479. He Y, Wang X, Wang Z, Zhang P, Huang X, Yu M, Murphy J, Michalak E, Liu J, Yang T, Yang X, Fang Y, Lam R, Chen J. Comparison of the Efficacy Between Standard Measurement-Base Care (MBC) and Enhanced MBC for Major Depressive Disorder: A Pilot Study. Neuropsychiatric Disease and Treatment 2024;Volume 20:1465 View
  480. Cooney E, Toomey E, Ryan K, Meade O, McSharry J. What's different about digital? A qualitative interview study exploring experiences of adapting in‐person behaviour change interventions for digital delivery. British Journal of Health Psychology 2024 View
  481. Lawrence-Sidebottom D, Huffman L, Beam A, McAlister K, Guerra R, Parikh A, Roots M, Huberty J. Using a Digital Mental Health Intervention for Crisis Support and Mental Health Care Among Children and Adolescents With Self-Injurious Thoughts and Behaviors: Retrospective Study. JMIR Formative Research 2024;8:e54816 View
  482. Aronson K, Holbrook N, Edgar A, Anderson M, Krishnan J, Kaner R, Podolanczuk A, Martinez F, Tobin J, Safford M. Interventions to Improve Quality of Life and Knowledge in Hypersensitivity Pneumonitis. CHEST Pulmonary 2024:100083 View
  483. Klapow M, Rosenblatt A, Lachman J, Gardner F. The Feasibility and Acceptability of Using a Digital Conversational Agent (Chatbot) for Delivering Parenting Interventions: Systematic Review. JMIR Pediatrics and Parenting 2024;7:e55726 View
  484. Newcomb R, Traeger L, Jones B, Reynolds M, Tse A, Reese J, Dizon D, Bober S, Greer J, Vanderklish J, Pensak N, DeFilipp Z, Chen Y, Temel J, El-Jawahri A. Design and Development of a Multimodal Digital Intervention (SHIFT App) to Address Sexual Dysfunction in Hematopoietic Stem Cell Transplant (HSCT) Survivors. Transplantation and Cellular Therapy 2024;30(11):1106.e1 View
  485. Tönis K, Kraiss J, Drossaert C, Karreman J, Oostinga M, Kloos N, Austin J, Bohlmeijer E. Regaining Mental Well-Being in the Aftermath of the Covid-19 Pandemic with a Digital Multicomponent Positive Psychology Intervention: A Randomized Controlled Trial. Journal of Happiness Studies 2024;25(7) View
  486. Elkes J, Cro S, Batchelor R, O’Connor S, Yu L, Bell L, Harris V, Sin J, Cornelius V. User engagement in clinical trials of digital mental health interventions: a systematic review. BMC Medical Research Methodology 2024;24(1) View
  487. Lange-Drenth L, Schulz H, Suck I, Bleich C. Barriers, Facilitators, and Requirements for a Telerehabilitation Aftercare Program for Patients After Occupational Injuries: Semistructured Interviews With Key Stakeholders. JMIR Formative Research 2024;8:e51865 View
  488. Owusu A, Boakye K, Boateng D, Osei-Mensah C, Agyei-Baffour P. Patient satisfaction with quality of care at out-patient departments in selected health facilities in Kumasi, Ghana. BMC Health Services Research 2024;24(1) View
  489. Freyer O, Wrona K, de Snoeck Q, Hofmann M, Melvin T, Stratton-Powell A, Wicks P, Parks A, Gilbert S. The regulatory status of health apps that employ gamification. Scientific Reports 2024;14(1) View
  490. Asbjørnsen R, Børøsund E, Hjelmesæth J, Smedsrød M, Ollivier M, Wentzel J, Clark M, van Gemert-Pijnen J, Solberg Nes L. Digital behaviour change intervention for weight loss maintenance in adults with obesity: a feasibility pilot study of eCHANGE. Behaviour & Information Technology 2024:1 View
  491. Wildeboer E, Andrea B, Weiss S, Corkum P. Understanding levels of engagement and readiness for change in an eHealth sleep program for children with neurodevelopmental disorders. Frontiers in Sleep 2024;3 View
  492. van Aubel E, Vaessen T, Uyttebroek L, Steinhart H, Beijer-Klippel A, Batink T, van Winkel R, de Haan L, van der Gaag M, van Amelsvoort T, Marcelis M, Schirmbeck F, Reininghaus U, Myin-Germeys I. Engagement and Acceptability of Acceptance and Commitment Therapy in Daily Life in Early Psychosis: Secondary Findings From a Multicenter Randomized Controlled Trial. JMIR Formative Research 2024;8:e57109 View
  493. Brinsley J, O'Connor E, Singh B, McKeon G, Curtis R, Ferguson T, Gosse G, Willems I, Marent P, Szeto K, Firth J, Maher C. Effectiveness of digital lifestyle interventions on depression, anxiety, stress and wellbeing: a systematic review and meta-analysis. (Preprint). Journal of Medical Internet Research 2024 View
  494. Dreischor F, Dancet E, Lambalk C, van Lunsen H, Besselink D, van Disseldorp J, Boxmeer J, Brinkhuis E, Cohlen B, Hoek A, de Hundt M, Janssen C, Lambers M, Maas J, Nap A, Perquin D, Verberg M, Verhoeve H, Visser J, van der Voet L, Mochtar M, Goddijn M, Laan E, van Wely M, Custers I. The web-based Pleasure&Pregnancy programme in the treatment of unexplained infertility: a randomized controlled trial. Human Reproduction 2024 View
  495. da Silva B, Radil A, Collins L, Maeda N, Prado C, Ferguson-Pell M, Klein D. Study protocol for a single-arm pilot trial investigating the feasibility of a multimodal digital technology for managing metabolic syndrome in patients with chronic obstructive pulmonary disease. Methods 2024;231:195 View
  496. Oluokun E, Adedoyin F, Dogan H, Jiang N. Digital Interventions for Managing Medication and Health Care Service Delivery in West Africa: Systematic Review. Journal of Medical Internet Research 2024;26:e44294 View
  497. Ezeudoka B, Igwe C, Ukaegbu O, Okeke E, Okeke V. The use of digital health services to combat E-waste health hazards: A review on the impact and awareness in Southwest Nigeria. Toxicology 2024;509:153969 View
  498. Agnes T, Nayak U, Kulakarni M, Maiya G. Physical activity promotion through digital technology among older adults with type 2 diabetes mellitus: A scoping review. Journal of Taibah University Medical Sciences 2024;19(5):1024 View
  499. Jarvis K, Thetford C, Turck E, Ogley K, Stockley R. Understanding the Barriers and Facilitators of Digital Health Technology (DHT) Implementation in Neurological Rehabilitation: An Integrative Systematic Review. Health Services Insights 2024;17 View
  500. Chen S, Li M, Chen Y, Zhang Y, Li Y, Tai X, Zhang X. Exploring the evolution of eHealth in disease management: A bibliometric analysis from 1999 to 2023. DIGITAL HEALTH 2024;10 View
  501. Colonna R, Tucker P, Mandich A, Alvarez L. Developing a mobile-based brief intervention to reduce cannabis-impaired driving among youth: An intervention mapping approach. International Journal of Drug Policy 2024;134:104626 View
  502. Williams M, Manjourides J, Smith L, Rainer C, Hightow-Weidman L, Haley D. Digital intervention engagement mediates the relationship between intrapersonal measures and pre-exposure prophylaxis adherence: a secondary analysis of a randomized controlled trial of sexual orientation and gender minority youth on pre-exposure prophylaxis (Preprint). Journal of Medical Internet Research 2024 View
  503. Kip H, Beerlage-de Jong N, van Gemert-Pijnen L, Kelders S. The CeHRes Roadmap 2.0: an update of a holistic framework for development, implementation, and evaluation of eHealth technologies (Preprint). Journal of Medical Internet Research 2024 View
  504. Jeong S, Nam Y. The Paradox of Digital Health: Why Middle-Aged Adults Outperform Young Adults in Health Management Utilization via Technology. Healthcare 2024;12(22):2261 View
  505. Soleymani D, Gagnayre R, Pougheon-Bertrand D. Health promotion for adults in mid-life: Assessment protocol for a digital behaviour change intervention (Preprint). JMIR Research Protocols 2024 View
  506. Tsai I, Wei H, Chen P, Choudhury A. User Preferences for Medical Digital Transformation: A Case Study of Orthodontic Services. Human Behavior and Emerging Technologies 2024;2024(1) View
  507. Sanftenberg L, Bentrop M, Jung-Sievers C, Dreischulte T, Gensichen J. Videocall delivered psychological interventions for treating depressive symptoms in primary care – a systematic review. Journal of Mental Health 2024:1 View
  508. Zhang T, Ren Z, Wakefield C, Hui B, Akechi T, Shi C, Du X, Chen W, Lai L, Zhao C, Li Y, Zhou Y. Are digital psychological interventions for psychological distress and quality of life in cancer patients effective? A systematic review and network meta-analysis. Clinical Psychology Review 2025;115:102520 View
  509. Simone M, Reeve S, DeBar R, Meyer L, Hickey C. Evaluating a Treatment Package to Increase Aerobic Activity in University Students. Journal of Behavioral Education 2024 View

Books/Policy Documents

  1. Bregenzer A, Jiménez P. Handbuch Digitale Wirtschaft. View
  2. Davies A, Mueller J. Developing Medical Apps and mHealth Interventions. View
  3. Benore E, Scott E, Webster E. Clinical Handbook of Psychological Consultation in Pediatric Medical Settings. View
  4. Pálsdóttir Á. Well-Being in the Information Society. Fruits of Respect. View
  5. Stanimirovic A. Chronic Stress and Its Effect on Brain Structure and Connectivity. View
  6. Messer D, Shanholtz C, Chowdhury A. Analyzing Human Behavior in Cyberspace. View
  7. Bregenzer A, Jiménez P. Handbuch Medizinökonomie I. View
  8. Stanimirovic A. Research Anthology on Mental Health Stigma, Education, and Treatment. View
  9. Aruna Sri P, Lalitha Bhaskari D. Blockchain Technology: Applications and Challenges. View
  10. Kodama K. Mobile Health (mHealth). View
  11. Tamim S, Danawi H. Instructional Design Exemplars in eHealth and mHealth Education Interventions. View
  12. Pálsdóttir Á. Information Literacy in a Post-Truth Era. View
  13. Nebeker C, Parrish E, Graham S. Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues. View
  14. Bregenzer A, Jiménez P. Handbuch Medizinökonomie I. View
  15. Lutze M, Schmietow B, Müller M. Resilienz. View
  16. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. View
  17. Kulkarni H, Chong C, Lam M. Applied Psychology Readings. View
  18. Tyagi A, Mishra A, Vedavathi N, Kakulapati V, Sajidha S. Automated Secure Computing for Next‐Generation Systems. View
  19. M. Alenazi M. Internet of Things - New Insights. View
  20. Camporeale M, Colizzi L, Lomonte N, Ragone A. Product-Focused Software Process Improvement. View
  21. Tran L, Thi H, Chu D. Advances in Bioinformatics. View
  22. Enders K, Haller N. Digitalisierung und Innovation im Sport und in der Sportwissenschaft. View
  23. Volpe U, Elkholy H, Gargot T, Pinto da Costa M, Orsolini L. Tasman’s Psychiatry. View
  24. Cardi V, Ward T. Eating Disorders. View