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

Digital Health Reviews (778) Adoption and Change Management of eHealth Systems (461) Theoretical Frameworks and Concepts (176) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (368)
Clarifying the Concept of Adherence to eHealth Technology: Systematic Review on When Usage Becomes Adherence

Clarifying the Concept of Adherence to eHealth Technology: Systematic Review on When Usage Becomes Adherence

Clarifying the Concept of Adherence to eHealth Technology: Systematic Review on When Usage Becomes Adherence

Authors of this article:

Floor Sieverink 1 Author Orcid Image ;   Saskia M Kelders 1, 2 Author Orcid Image ;   Julia EWC van Gemert-Pijnen 1 Author Orcid Image
Article Authors Cited by (163) Tweetations (53) Metrics

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  100. Milne-Ives M, Homer S, Andrade J, Meinert E. Associations Between Behavior Change Techniques and Engagement With Mobile Health Apps: Protocol for a Systematic Review. JMIR Research Protocols 2022;11(3):e35172 View
  101. Yeager C, Benight C. Engagement, Predictors, and Outcomes of a Trauma Recovery Digital Mental Health Intervention: Longitudinal Study. JMIR Mental Health 2022;9(5):e35048 View
  102. Kernebeck S, Busse T, Ehlers J, Vollmar H. Adhärenz digitaler Interventionen im Gesundheitswesen: Definitionen, Methoden und offene Fragen. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 2021;64(10):1278 View
  103. Oakley-Girvan I, Docherty J. A New Approach to Enhancing Engagement in eHealth Apps. Interactive Journal of Medical Research 2022;11(2):e38886 View
  104. Braga B, Arrieta A, Bannerman B, Doyle F, Folson G, Gangupantulu R, Hoang N, Huynh P, Koch B, McCloskey P, Tran L, Tran T, Truong D, Nguyen P, Hughes D, Gelli A. Measuring adherence, acceptability and likability of an artificial-intelligence-based, gamified phone application to improve the quality of dietary choices of adolescents in Ghana and Vietnam: Protocol of a randomized controlled pilot test. Frontiers in Digital Health 2022;4 View
  105. Winter N, Russell L, Ugalde A, White V, Livingston P. Engagement Strategies to Improve Adherence and Retention in Web-Based Mindfulness Programs: Systematic Review. Journal of Medical Internet Research 2022;24(1):e30026 View
  106. Muller J, Tomlin L, March S, Jackson B, Budden T, Law K, Dimmock J. Understanding parent perspectives on engagement with online youth-focused mental health programs. Psychology & Health 2022:1 View
  107. Brons M, ten Klooster I, van Gemert-Pijnen L, Jaarsma T, Asselbergs F, Oerlemans M, Koudstaal S, Rutten F. Patterns in the Use of Heart Failure Telemonitoring: Post Hoc Analysis of the e-Vita Heart Failure Trial. JMIR Cardio 2023;7:e41248 View
  108. Bostrøm K, Varsi C, Eide H, Børøsund E, Kristjansdottir Ó, Schreurs K, Waxenberg L, Weiss K, Morrison E, Nordang E, Stubhaug A, Nes L. Engaging with EPIO, a digital pain self-management program: a qualitative study. BMC Health Services Research 2022;22(1) View
  109. Lebel J, Flores-Tremblay T, Binet É, Ouellet M, Belleville G. Données d’utilisation d’un autotraitement guidé en ligne pour promouvoir la résilience après une catastrophe naturelle. Santé mentale au Québec 2021;46(1):203 View
  110. Abdulrahman A, Richards D. In Search of Embodied Conversational and Explainable Agents for Health Behaviour Change and Adherence. Multimodal Technologies and Interaction 2021;5(9):56 View
  111. Marinova N, Rogers T, MacBeth A. Predictors of adolescent engagement and outcomes – A cross-sectional study using the togetherall (formerly Big White Wall) digital mental health platform. Journal of Affective Disorders 2022;311:284 View
  112. Schlett C, Röttele N, van der Keylen P, Schöpf-Lazzarino A, Klimmek M, Körner M, Schnitzius K, Voigt-Radloff S, Maun A, Sofroniou M, Farin-Glattacker E. The Acceptance, Usability, and Utility of a Web Portal for Back Pain as Recommended by Primary Care Physicians: Qualitative Interview Study With Patients. JMIR Formative Research 2022;6(12):e38748 View
  113. Gazan R, Vieux F, Mora S, Havard S, Dubuisson C. Potential of existing online 24-h dietary recall tools for national dietary surveys. Public Health Nutrition 2021;24(16):5361 View
  114. Leung C, Pei J, Hudec K, Shams F, Munthali R, Vigo D. The Effects of Nonclinician Guidance on Effectiveness and Process Outcomes in Digital Mental Health Interventions: Systematic Review and Meta-analysis. Journal of Medical Internet Research 2022;24(6):e36004 View
  115. Derksen M, Jaspers M, Kunst A, Fransen M. Usage of digital, social and goal-setting functionalities to support health behavior change: A mixed methods study among disadvantaged women during or after pregnancy and their healthcare professionals. International Journal of Medical Informatics 2023;170:104981 View
  116. Bente B, Wentzel J, Schepers C, Breeman L, Janssen V, Pieterse M, Evers A, van Gemert-Pijnen L. Implementation and User Evaluation of an eHealth Technology Supporting Patients with Cardiovascular Disease in Managing their Health after a Cardiac Event: Mixed Methods Study (Preprint). JMIR Cardio 2022 View
  117. Devkota B, Montalvo F, McConnell D, Smither J. Combined Model of Technology Use and Medical Adherence in eHealth Technology Implementation. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 2021;65(1):776 View
  118. Daniore P, Nittas V, von Wyl V. Enrollment and Retention of Participants in Remote Digital Health Studies: Scoping Review and Framework Proposal. Journal of Medical Internet Research 2022;24(9):e39910 View
  119. Jakob R, Harperink S, Rudolf A, Fleisch E, Haug S, Mair J, Salamanca-Sanabria A, Kowatsch T. Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review. Journal of Medical Internet Research 2022;24(5):e35371 View
  120. Gorny A, Chee W, Müller-Riemenschneider F. Active Use and Engagement in an mHealth Initiative Among Young Men With Obesity: Mixed Methods Study. JMIR Formative Research 2022;6(1):e33798 View
  121. Peiper N, Nelson B, Aschbacher K, Forman-Hoffman V. Trajectories of depression symptoms in a therapist-supported digital mental health intervention: a repeated measures latent profile analysis. Social Psychiatry and Psychiatric Epidemiology 2023 View
  122. Delestre F, Debailly R, Kerever S, Hansel B. Les facteurs influençant l’adhésion à la santé connectée pour la gestion du poids auprès d’adultes en situation d’obésité ou de surpoids : une revue narrative de la littérature. Nutrition Clinique et Métabolisme 2022;36(3):162 View
  123. Dhinagaran D, Martinengo L, Ho M, Joty S, Kowatsch T, Atun R, Tudor Car L. Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework. JMIR mHealth and uHealth 2022;10(10):e38740 View
  124. Aguilera Sosa V. Efficacy of Cognitive Behavioral Therapy for Habit Modification and Drug Adherence in Obesity. Acta de Investigación Psicológica 2020;10(1):49 View
  125. Toonders S, van der Meer H, van Bruxvoort T, Veenhof C, Speksnijder C. Effectiveness of remote physiotherapeutic e-Health interventions on pain in patients with musculoskeletal disorders: a systematic review. Disability and Rehabilitation 2022:1 View
  126. Sjömark J, Svanberg A, Viirman F, Larsson M, Poromaa I, Skalkidou A, Jonsson M, Parling T. Antepartum and labour-related single predictors of non-participation, dropout and lost to follow up in a randomised controlled trial comparing internet-based cognitive–behaviour therapy with treatment as usual for women with negative birth experiences and/or post-traumatic stress following childbirth. BMJ Open 2022;12(11):e063214 View
  127. Wiegel J, Seppen B, van der Leeden M, van der Esch M, de Vries R, Bos W. Adherence to Telemonitoring by Electronic Patient-Reported Outcome Measures in Patients with Chronic Diseases: A Systematic Review. International Journal of Environmental Research and Public Health 2021;18(19):10161 View
  128. Lüdtke T, Rüegg N, Moritz S, Berger T, Westermann S. Insight and the number of completed modules predict a reduction of positive symptoms in an Internet-based intervention for people with psychosis. Psychiatry Research 2021;306:114223 View
  129. Livingood W, Bautista M, Smotherman C, Azueta D, Coleman J, Grewal R, Stewart E, Orlando L, Scuderi C. Comparative study of different SES neighborhood clinics for health literacy and internet access. DIGITAL HEALTH 2022;8:205520762211237 View
  130. Lappalainen P, Lappalainen R, Keinonen K, Kaipainen K, Puolakanaho A, Muotka J, Kiuru N. In the shadow of COVID-19: A randomized controlled online ACT trial promoting adolescent psychological flexibility and self-compassion. Journal of Contextual Behavioral Science 2023;27:34 View
  131. van de Graaf D, Trompetter H, Smeets T, Mols F. Online Acceptance and Commitment Therapy (ACT) interventions for chronic pain: A systematic literature review. Internet Interventions 2021;26:100465 View
  132. White K, Williamson C, Bergou N, Oetzmann C, de Angel V, Matcham F, Henderson C, Hotopf M. A systematic review of engagement reporting in remote measurement studies for health symptom tracking. npj Digital Medicine 2022;5(1) View
  133. Brog N, Hegy J, Berger T, Znoj H. Age, Motivation, and Emotion Regulation Skills Predict Treatment Outcome in an Internet-Based Self-Help Intervention for COVID-19 Related Psychological Distress. Frontiers in Public Health 2022;10 View
  134. Magalhães B, Fernandes C, Santos C, Martínez-Galiano J. The Use of Mobile Applications for Managing Care Processes During Chemotherapy Treatments: A Systematic Review. Cancer Nursing 2021;44(6):E339 View
  135. van Lotringen C, Lusi B, Westerhof G, Ludden G, Kip H, Kelders S, Noordzij M. Compassionate Technology: A Systematic Scoping Review of Compassion as Foundation for Blended and Digital Mental Health Interventions (Preprint). JMIR Mental Health 2022 View
  136. Gordon D, Hensel J, Bouck Z, Desveaux L, Soobiah C, Saragosa M, Jeffs L, Bhatia S, Shaw J. Developing an explanatory theoretical model for engagement with a web-based mental health platform: results of a mixed methods study. BMC Psychiatry 2021;21(1) View
  137. Fuente-Vidal A, Guerra-Balic M, Roda-Noguera O, Jerez-Roig J, Montane J. Adherence to eHealth-Delivered Exercise in Adults with no Specific Health Conditions: A Scoping Review on a Conceptual Challenge. International Journal of Environmental Research and Public Health 2022;19(16):10214 View
  138. Nievas-Soriano B, García-Duarte S, Fernández-Alonso A, Bonillo-Perales A, Parrón-Carreño T. Users evaluation of a Spanish eHealth pediatric website. Computer Methods and Programs in Biomedicine 2021;212:106462 View
  139. Gardner T, Schultz R, Haskelberg H, Newby J, Wheatley J, Millard M, Faux S, Shiner C. The Effect of Adjunct Telephone Support on Adherence and Outcomes of the Reboot Online Pain Management Program: Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(2):e30880 View
  140. Newton A, March S, Gehring N, Rowe A, Radomski A. Establishing a Working Definition of User Experience for eHealth Interventions of Self-reported User Experience Measures With eHealth Researchers and Adolescents: Scoping Review. Journal of Medical Internet Research 2021;23(12):e25012 View
  141. Li S, Achilles M, Werner-Seidler A, Beames J, Subotic-Kerry M, O'Dea B. Appropriate Use and Operationalization of Adherence to Digital Cognitive Behavioral Therapy for Depression and Anxiety in Youth: Systematic Review. JMIR Mental Health 2022;9(8):e37640 View
  142. Hanano M, Rith-Najarian L, Boyd M, Chavira D. Measuring Adherence Within a Self-Guided Online Intervention for Depression and Anxiety: Secondary Analyses of a Randomized Controlled Trial. JMIR Mental Health 2022;9(3):e30754 View
  143. Jossa-Bastidas O, Zahia S, Fuente-Vidal A, Sánchez Férez N, Roda Noguera O, Montane J, Garcia-Zapirain B. Predicting Physical Exercise Adherence in Fitness Apps Using a Deep Learning Approach. International Journal of Environmental Research and Public Health 2021;18(20):10769 View
  144. Dorell Å, Konradsen H, Kallström A, Kabir Z, Papa F. “A friend during troubled times”: Experiences of family caregivers to persons with dementia when receiving professional support via a mobile app. PLOS ONE 2022;17(8):e0271972 View
  145. Currey D, Torous J. Digital Phenotyping Data to Predict Symptom Improvement and Mental Health App Personalization in College Students: Prospective Validation of a Predictive Model. Journal of Medical Internet Research 2023;25:e39258 View
  146. Dekkers T, Heirbaut T, Schouten S, Kelders S, Beerlage-de Jong N, Ludden G, Deenik J, Bouman Y, Kip H. A mobile self-control training app to improve self-control and physical activity in people with severe mental illness: Protocol for two single-case experiment designs (Preprint). JMIR Research Protocols 2022 View
  147. Moshe I, Terhorst Y, Paganini S, Schlicker S, Pulkki-Råback L, Baumeister H, Sander L, Ebert D. Predictors of Dropout in a Digital Intervention for the Prevention and Treatment of Depression in Patients With Chronic Back Pain: Secondary Analysis of Two Randomized Controlled Trials. Journal of Medical Internet Research 2022;24(8):e38261 View
  148. Wright H, Martin F, Clyne W, Clark C, Matouskova G, McGillion M, Turner A. A Digital Self-management Program (Help to Overcome Problems Effectively) for People Living With Cancer: Feasibility Randomized Controlled Trial. Journal of Medical Internet Research 2021;23(11):e28322 View
  149. Micaux C, Wiklander M, Eriksson L, Wettergren L, Lampic C. Efficacy of a Web-Based Psychoeducational Intervention for Young Adults With Fertility-Related Distress Following Cancer (Fex-Can): Randomized Controlled Trial. JMIR Cancer 2022;8(1):e33239 View
  150. Graffigna G, Bosio C, Pagnini F, Volpato E, Previtali E, Leone S, D’Amico F, Armuzzi A, Danese S. Promoting psycho-social wellbeing for engaging inflammatory bowel disease patients in their care: an Italian consensus statement. BMC Psychology 2021;9(1) View
  151. Armbruster C, Knaub M, Farin-Glattacker E, von der Warth R. Predictors of Adherence to Cancer-Related mHealth Apps in Cancer Patients Undergoing Oncological or Follow-Up Treatment—A Scoping Review. International Journal of Environmental Research and Public Health 2022;19(20):13689 View
  152. Murphy K, Sauer C, Yang D, Hass N, Novakovic K, Helfand B, Nadler R, Schalet B, Victorson D. The Development of iManage-PC, an Online Symptom Monitoring and Self-management Tool for Men With Clinically Localized Prostate Cancer. Cancer Nursing 2022;45(1):E309 View
  153. Morsa M, Perrin A, David V, Rault G, Le Roux E, Alberti C, Gagnayre R, Pougheon Bertrand D. Use of Home-Based Connected Devices in Patients With Cystic Fibrosis for the Early Detection and Treatment of Pulmonary Exacerbations: Protocol for a Qualitative Study. JMIR Research Protocols 2021;10(8):e14552 View
  154. Kinouchi K, Ohashi K. Assessing Engagement With Patient-Generated Health Data Recording and Its Impact on Health Behavior Changes in Multicomponent Interventions: Supplementary Analysis. JMIR Formative Research 2022;6(5):e35471 View
  155. Hardy A, Ward T, Emsley R, Greenwood K, Freeman D, Fowler D, Kuipers E, Bebbington P, Garety P. Bridging the Digital Divide in Psychological Therapies: Observational Study of Engagement With the SlowMo Mobile App for Paranoia in Psychosis. JMIR Human Factors 2022;9(3):e29725 View
  156. Ploderer B, Clark D, Brown R, Harman J, Lazzarini P, Van Netten J. Self-Monitoring Diabetes-Related Foot Ulcers with the MyFootCare App: A Mixed Methods Study. Sensors 2023;23(5):2547 View

Books/Policy Documents

  1. Kelders S. Positive Psychological Intervention Design and Protocols for Multi-Cultural Contexts. View
  2. De Croon R, Geuens J, Verbert K, Vanden Abeele V. HCI in Games: Experience Design and Game Mechanics. View
  3. Kernebeck S, Busse T, Vollmar H. E-Health-Ökonomie II. View
  4. Keller R, Wangenheim F, Mair J, Kowatsch T. Digital Therapeutics for Mental Health and Addiction. View