Published on in Vol 20 , No 11 (2018) :November

Preprints (earlier versions) of this paper are available at, first published .
Measuring Engagement in eHealth and mHealth Behavior Change Interventions: Viewpoint of Methodologies

Measuring Engagement in eHealth and mHealth Behavior Change Interventions: Viewpoint of Methodologies

Measuring Engagement in eHealth and mHealth Behavior Change Interventions: Viewpoint of Methodologies


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  106. 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
  107. Coley N, Andre L, Hoevenaar-Blom M, Ngandu T, Beishuizen C, Barbera M, van Wanrooij L, Kivipelto M, Soininen H, van Gool W, Brayne C, Moll van Charante E, Richard E, Andrieu S. Factors Predicting Engagement of Older Adults With a Coach-Supported eHealth Intervention Promoting Lifestyle Change and Associations Between Engagement and Changes in Cardiovascular and Dementia Risk: Secondary Analysis of an 18-Month Multinational Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(5):e32006 View
  108. Chen J, Houston T, Faro J, Nagawa C, Orvek E, Blok A, Allison J, Person S, Smith B, Sadasivam R. Evaluating the use of a recommender system for selecting optimal messages for smoking cessation: patterns and effects of user-system engagement. BMC Public Health 2021;21(1) View
  109. 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
  110. Corbière M, Willems L, Guay S, Panaccio A, Lecomte T, Mazaniello-Chézol M. Développement et tests utilisateurs de l’application Web PRATICAdr : Plateforme de Retour Au Travail axée sur les Interactions et la Communication entre les Acteurs, intégrant un programme Durable favorisant le Rétablissement. Santé mentale au Québec 2021;46(1):175 View
  111. Bijkerk L, Oenema A, Geschwind N, Spigt M. Measuring Engagement with Mental Health and Behavior Change Interventions: an Integrative Review of Methods and Instruments. International Journal of Behavioral Medicine 2022 View
  112. Murphy J, McSharry J, Hynes L, Molloy G. A Smartphone App to Support Adherence to Inhaled Corticosteroids in Young Adults With Asthma: Multi-Methods Feasibility Study. JMIR Formative Research 2021;5(9):e28784 View
  113. Ross J, Cotterill S, Bower P, Murray E. Influences on Patient Uptake of and Engagement With the National Health Service Digital Diabetes Prevention Programme: Qualitative Interview Study. Journal of Medical Internet Research 2023;25:e40961 View
  114. Hawkes R, Miles L, French D. Fidelity to Program Specification of the National Health Service Digital Diabetes Prevention Program Behavior Change Technique Content and Underpinning Theory: Document Analysis. Journal of Medical Internet Research 2022;24(4):e34253 View
  115. Seiterö A, Thomas K, Löf M, Müssener U. Exploring the Black Box of an mHealth Intervention (LIFE4YOUth): A Qualitative Process and Outcome Evaluation of End-User Engagement. International Journal of Environmental Research and Public Health 2022;19(21):14022 View
  116. Mörelius E, Robinson S, Arabiat D, Whitehead L. Digital Interventions to Improve Health Literacy Among Parents of Children Aged 0 to 12 Years With a Health Condition: Systematic Review. Journal of Medical Internet Research 2021;23(12):e31665 View
  117. Oliveira J, Sanders-Pinheiro H, Freitas Filho R, Vasconcelos Filho J, Askari M, Silva Júnior G. Evaluation of the use of a Renal Health application by kidney transplant recipients. Revista Latino-Americana de Enfermagem 2023;31 View
  118. Encantado J, Marques M, Gouveia M, Santos I, Sánchez-Oliva D, O’Driscoll R, Turicchi J, Larsen S, Horgan G, Teixeira P, Stubbs R, Heitmann B, Palmeira A. Testing motivational and self-regulatory mechanisms of action on device-measured physical activity in the context of a weight loss maintenance digital intervention: A secondary analysis of the NoHoW trial. Psychology of Sport and Exercise 2023;64:102314 View
  119. Kay M, Miller H, Askew S, Spaulding E, Chisholm M, Christy J, Yang Q, Steinberg D. Patterns of Engagement With an Application-Based Dietary Self-Monitoring Tool Within a Randomized Controlled Feasibility Trial. AJPM Focus 2022;1(2):100037 View
  120. de Buisonjé D, Brosig F, Breeman L, Bloom E, Reijnders T, Janssen V, Kraaijenhagen R, Kemps H, Evers A. Put your money where your feet are: The real-world effects of StepBet gamified deposit contracts for physical activity. Internet Interventions 2023;31:100610 View
  121. Gan D, McGillivray L, Larsen M, Christensen H, Torok M. Technology-supported strategies for promoting user engagement with digital mental health interventions: A systematic review. DIGITAL HEALTH 2022;8:205520762210982 View
  122. Salsman J, McLouth L, Tooze J, Little-Greene D, Cohn M, Kehoe M, Moskowitz J. An eHealth, Positive Emotion Skills Intervention for Enhancing Psychological Well-Being in Young Adult Cancer Survivors: Results from a Multi-Site, Pilot Feasibility Trial. International Journal of Behavioral Medicine 2023 View
  123. Robertson M, Cox-Martin E, Shegog R, Markham C, Fujimoto K, Durand C, Brewster A, Lyons E, Liao Y, Flores S, Basen-Engquist K. The Acceptability of an Electronically Delivered Acceptance- and Mindfulness-Based Physical Activity Intervention for Survivors of Breast Cancer: One-Group Pretest-Posttest Design. JMIR Cancer 2022;8(2):e31815 View
  124. Hollman H, Sui W, Rhodes R. A feasibility randomized controlled trial of a multi-process action control web-based intervention that targets physical activity in mothers. Women & Health 2022;62(5):384 View
  125. Cenamor J. Use of health self-management platform features: The case of a specialist ehealth app. Technological Forecasting and Social Change 2022;185:122066 View
  126. Cluesman S, Gwadz M, Freeman R, Collins L, Cleland C, Wilton L, Hawkins R, Leonard N, Silverman E, Maslow C, Israel K, Ritchie A, Ory S. Exploring behavioral intervention components for African American/Black and Latino persons living with HIV with non-suppressed HIV viral load in the United States: a qualitative study. International Journal for Equity in Health 2023;22(1) View
  127. Gan D, McGillivray L, Han J, Christensen H, Torok M. Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis. Frontiers in Digital Health 2021;3 View
  128. Cao W, Milks M, Liu X, Gregory M, Addison D, Zhang P, Li L. mHealth Interventions for Self-management of Hypertension: Framework and Systematic Review on Engagement, Interactivity, and Tailoring. JMIR mHealth and uHealth 2022;10(3):e29415 View
  129. Nelson L, Spieker A, Kripalani S, Rothman R, Roumie C, Coco J, Fabbri D, Levy P, Collins S, McNaughton C. User preferences for and engagement with text messages to support antihypertensive medication adherence: Findings from a pilot study evaluating an emergency department-based behavioral intervention. Patient Education and Counseling 2022;105(6):1606 View
  130. 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
  131. Henström M, Duncanson K, Collins C, Ashton L, Davidson E, Ball R. Online reach and engagement of a child nutrition peer-education program (PICNIC): insights from social media and web analytics. BMC Public Health 2022;22(1) View
  132. Borawska A, Borawski M, Łatuszyńska M. Effectiveness of Electricity-Saving Communication Campaigns: Neurophysiological Approach. Energies 2022;15(4):1263 View
  133. Taylor L, Dibb B. Exploring users and non-users views of the Digital Twin on a mHealth app: a Thematic, qualitative approach. Cogent Psychology 2022;9(1) View
  134. Buller D, Pagoto S, Henry K, Baker K, Walkosz B, Hillhouse J, Berteletti J, Bibeau J. Effects of Engagement with a Social Media Campaign for Mothers to Prevent Indoor Tanning by Teens in a Randomized Trial. Journal of Health Communication 2022;27(6):394 View
  135. 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
  136. Smith A, Bamgboje‐Ayodele A, Jegathees S, Butow P, Klein B, Salter M, Turner J, Fardell J, Thewes B, Sharpe L, Beatty L, Pearce A, Beith J, Costa D, Rincones O, Wu V, Garden F, Kiely B, Lim K, Morstyn L, Hanley B, Hodgkin R, Beattie A, Girgis A. Feasibility and preliminary efficacy of iConquerFear: a self-guided digital intervention for fear of cancer recurrence. Journal of Cancer Survivorship 2022 View
  137. Madujibeya I, Lennie T, Aroh A, Chung M, Moser D. Measures of Engagement With mHealth Interventions in Patients With Heart Failure: Scoping Review. JMIR mHealth and uHealth 2022;10(8):e35657 View
  138. 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
  139. Nardi W, Roy A, Dunsiger S, Brewer J. Analyzing the Impact of Mobile App Engagement on Mental Health Outcomes: Secondary Analysis of the Unwinding Anxiety Program. Journal of Medical Internet Research 2022;24(8):e33696 View
  140. Bricker J, Levin M, Lappalainen R, Mull K, Sullivan B, Santiago-Torres M. Mechanisms of Smartphone Apps for Cigarette Smoking Cessation: Results of a Serial Mediation Model From the iCanQuit Randomized Trial. JMIR mHealth and uHealth 2021;9(11):e32847 View
  141. Jeong S, Aymerich-Franch L, Arias K, Alghowinem S, Lapedriza A, Picard R, Park H, Breazeal C. Deploying a robotic positive psychology coach to improve college students’ psychological well-being. User Modeling and User-Adapted Interaction 2022 View
  142. 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
  143. Välimäki M, Hipp K, Chen J, Huang X, Guo J, Wong M. Sensor technology to monitor health, well-being and movement among healthcare personnel at workplace: a systematic scoping review protocol. BMJ Open 2021;11(11):e054408 View
  144. Weingarden H, Garriga Calleja R, Greenberg J, Snorrason I, Matic A, Quist R, Harrison O, Hoeppner S, Wilhelm S. Characterizing observed and effective behavioral engagement with smartphone cognitive behavioral therapy for body dysmorphic disorder: A methods roadmap and use case. Internet Interventions 2023;32:100615 View

Books/Policy Documents

  1. Kelders S. Positive Psychological Intervention Design and Protocols for Multi-Cultural Contexts. View
  2. Ensari I, Elhadad N. Digital Health. View
  3. Shirish A. Management and Marketing for Improved Competitiveness and Performance in the Healthcare Sector. View
  4. Kernebeck S, Busse T, Vollmar H. E-Health-Ökonomie II. View