The design of persuasive prompts to induce behavioural change through an mHealth application for people with depression

References

• Al-Eisa, E., S. Buragadda, and G. R. Melam. 2014. “Association Between Physical Activity and Psychological Status Among Saudi Female Students.” BMC Psychiatry 14 (1): 238.
   PubMedGoogle Scholar
• Alhasani, M., D. Mulchandani, O. Oyebode, and R. Orji. A Systematic Review of Persuasive Strategies in Stress Management Apps. (2020).
   Google Scholar
• American Psychiatric Association. 2013. Diagnostic and Statistical Manual of Mental Disorders (DSM-5®). Washington, DC: American Psychiatric Pub.
   Google Scholar
• Bauer, A. M., S. Hodsdon, S. Hunter, Y. Choi, J. Bechtel, and J. C. Fortney. 2017. “Lessons from the deployment of the SPIRIT app to support collaborative care for rural patients with complex psychiatric conditions. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers.
   Google Scholar
• Bickmore, T., D. Schulman, and L. Yin. 2010. “Maintaining Engagement in Long-term Interventions with Relational Agents.” Applied Artificial Intelligence 24 (6): 648–666.
   PubMed Web of Science ®Google Scholar
• Brooke, J. 1996. “Sus-a Quick and Dirty Usability Scale.” Usability Evaluation in Industry 189 (194): 4–7.
   Google Scholar
• Chammas, A., M. Quaresma, and C. Mont'Alvão. 2015. “A Closer Look on the User Centred Design.” Procedia Manufacturing 3: 5397–5404.
   Google Scholar
• Chekroud, S. R., R. Gueorguieva, A. B. Zheutlin, M. Paulus, H. M. Krumholz, J. H. Krystal, and A. M. Chekroud. 2018. “Association Between Physical Exercise and Mental Health in 1· 2 Million Individuals in the USA Between 2011 and 2015: a Cross-sectional Study.” The Lancet Psychiatry 5 (9): 739–746.
   PubMed Web of Science ®Google Scholar
• CHIC. Motivating Patients to Use Smartphone Health Apps (April 2011), https://www.prweb.com/releases/2011/04/prweb5268884.htm.
   Google Scholar
• Clayborne, Z. M., and I. Colman. 2019. “Associations Between Depression and Health Behaviour Change: Findings From 8 Cycles of the Canadian Community Health Survey.” The Canadian Journal of Psychiatry 64 (1): 30–38.
   PubMed Web of Science ®Google Scholar
• Conroy, D. E., C. H. Yang, and J. P. Maher. 2014. “Behavior Change Techniques in Top-ranked Mobile Apps for Physical Activity.” American Journal of Preventive Medicine 46 (6): 649–652.
   PubMed Web of Science ®Google Scholar
• Consolvo, S., K. Markle, K. Patrick, and K. Chanasyk. 2009. ““Designing for Persuasion: Mobile Services for Health Behavior Change.” In Proceedings of the 4th International Conference on Persuasive Technology, 1–1. Association for Computing Machinery.
   Google Scholar
• Cuijpers, P. 2014. “Personalized Treatment for Functional Outcome in Depression.” Medicographia 36 (4): 476–481.
   Google Scholar
• Dahne, J., C. Lejuez, V. A. Diaz, M. S. Player, J. Kustanowitz, J. W. Felton, and M. J. Carpenter. 2019. “Pilot Randomized Trial of a Self-help Behavioral Activation Mobile App for Utilization in Primary Care.” Behavior Therapy 50 (4): 817–827.
   PubMed Web of Science ®Google Scholar
• De Leon, E., L. W. Fuentes, and J. E. Cohen. 2014. “Characterizing Periodic Messaging Interventions Across Health Behaviors and Media: Systematic Review.” Journal of Medical Internet Research 16 (3): e93.
   PubMed Web of Science ®Google Scholar
• Dennison, L., L. Morrison, G. Conway, and L. Yardley. 2013. “Opportunities and Challenges for Smartphone Applications in Supporting Health Behavior Change: Qualitative Study.” Journal of Medical Internet Research 15 (4): e86.
   PubMed Web of Science ®Google Scholar
• Derman, E. W., S. Whitesman, M. Dreyer, D. Patel, C. Nossel, and M. Schwellnus. 2010. “Healthy Lifestyle Interventions in General Practice: Part 12: Lifestyle and Depression.” South African Family Practice 52 (4): 271–275.
   Google Scholar
• Dimidjian, S., M. Barrera Jr, C. Martell, R. F. Muñoz, and P. M. Lewinsohn. 2011. “The Origins and Current Status of Behavioral Activation Treatments for Depression.” Annual Review of Clinical Psychology 7: 1–38.
   PubMed Web of Science ®Google Scholar
• Ekers, D., L. Webster, A. Van Straten, P. Cuijpers, D. Richards, and S. Gilbody. 2014. “Behavioural Activation for Depression; An Update of Meta-analysis of Effectiveness and Sub Group Analysis.” PloS One 9 (6): e100100.
   PubMed Web of Science ®Google Scholar
• Fishbein, M. 1980. “A Theory of Reasoned Action: some Applications and Implications.” Nebraska Symposium On Motivation 27: 65–116.
   PubMedGoogle Scholar
• Fleming, J. B., Y. N. Hill, and M. N. Burns. 2017. “Usability of a Culturally Informed Mhealth Intervention for Symptoms of Anxiety and Depression: Feedback From Young Sexual Minority Men.” JMIR Human Factors 4 (3): e22.
   PubMedGoogle Scholar
• Fogg, B. J. 2002. “Persuasive Technology: Using Computers to Change what We Think and Do.” Ubiquity2002 (2): 2.
   Google Scholar
• Fogg, B. J. 2009. “A Behavior Model for Persuasive Design.” In Proceedings of the 4th International Conference on Persuasive Technology, 1–7. Association for Computing Machinery.
   Google Scholar
• Heffner, J. L., N. L. Watson, E. Serfozo, K. E. Mull, L. MacPherson, M. Gasser, and J. B. Bricker. 2019. “A Behavioral Activation Mobile Health App for Smokers with Depression: Development and Pilot Evaluation in a Single-arm Trial.” JMIR Formative Research 3 (4): e13728.
   PubMedGoogle Scholar
• Huguet, A., S. Rao, P. J. McGrath, L. Wozney, M. Wheaton, J. Conrod, and S. Rozario. 2016. “A Systematic Review of Cognitive Behavioral Therapy and Behavioral Activation Apps for Depression.” PloS One 11 (5): e0154248.
   PubMed Web of Science ®Google Scholar
• Kanter, J. W., R. C. Manos, W. M. Bowe, D. E. Baruch, A. M. Busch, and L. C. Rusch. 2010. “What is Behavioral Activation?: A Review of the Empirical Literature.” Clinical Psychology Review 30 (6): 608–620.
   PubMed Web of Science ®Google Scholar
• Kessler, R. C. 2012. “The Costs of Depression.” Psychiatric Clinics 35 (1): 1–14.
   Google Scholar
• Kim, M. T., K. B. Kim, T. H. Nguyen, J. Ko, J. Zabora, E. Jacobs, and D. Levine. 2019. “Motivating People to Sustain Healthy Lifestyles Using Persuasive Technology: A Pilot Study of Korean Americans with Prediabetes and Type 2 Diabetes.” Patient Education and Counseling 102 (4): 709–717.
   PubMed Web of Science ®Google Scholar
• Kocielnik, R., and G. Hsieh. 2017. “Send Me a Different Message: Utilizing Cognitive Space to Create Engaging Message Triggers.” In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2193–2207. Association for Computing Machinery.
   Google Scholar
• Korpershoek, Y. J., S. Hermsen, L. Schoonhoven, M. J. Schuurmans, and J. C. Trappenburg. 2020. “User-centered Design of a Mobile Health Intervention to Enhance Exacerbation-related Self-management in Patients with Chronic Obstructive Pulmonary Disease (copilot): Mixed Methods Study.” Journal of Medical Internet Research 22 (6): e15449.
   PubMed Web of Science ®Google Scholar
• Kroenke, S. 2001. “Williams, the Phq-9.” Journal of General Internal Medicine 16 (9): 606–613.
   PubMed Web of Science ®Google Scholar
• Kuo, P. Y. P., and M. S. Horn. 2017. “Daily Challenges for Sustainable Lifestyles: Design Implications from a Mobile Intervention Study.” In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 635–641. Association for Computing Machinery.
   Google Scholar
• Lentferink, A., L. Polstra, M. de Groot, H. Oldenhuis, H. Velthuijsen, and L. van Gemert-Pijnen. 2018. “The Values of Self-tracking and Persuasive Ecoaching According to Employees and Human Resource Advisors for a Workplace Stress Management Application: A Qualitative Study.” In International Conference on Persuasive Technology, 160–171. Springer.
   Google Scholar
• Likert, R. 1932. “A Technique for the Measurement of Attitudes.” Archives of Psychology 140: 1–55.
   Google Scholar
• McCallum, C., J. Rooksby, and C. M. Gray. 2018. “Evaluating the Impact of Physical Activity Apps and Wearables: Interdisciplinary Review.” JMIR MHealth and UHealth 6 (3): e58.
   PubMed Web of Science ®Google Scholar
• McLean, V. Motivating Patients to Use Smartphone Health Apps. PR Web 113, (2011).
   Google Scholar
• Mental disorders. https://www.who.int/en/news-room/fact-sheets/detail/mental-disorders (Accessed on 06/03/2019).
   Google Scholar
• Meyer, J. D., K. F. Koltyn, A. J. Stegner, J. S. Kim, and D. B. Cook. 2016. “Influence of Exercise Intensity for Improving Depressed Mood in Depression: a Dose-response Study.” Behavior Therapy 47 (4): 527–537.
   PubMed Web of Science ®Google Scholar
• Oinas-Kukkonen, H., and M. Harjumaa. 2009. “Persuasive Systems Design: Key Issues, Process Model, and System Features.” Communications of the Association for Information Systems 24 (1): 28.
   Google Scholar
• Orji, R., and K. Moffatt. 2018. “Persuasive Technology for Health and Wellness: State-of-the-art and Emerging Trends.” Health Informatics Journal 24 (1): 66–91.
   PubMed Web of Science ®Google Scholar
• Prochaska, J. O., S. Johnson, and P. Lee. 2009. The Transtheoretical Model of Behavior Change. New York, NY: Springer Publishing Company.
   Google Scholar
• Rohani, D. A., N. Tuxen, A. Q. Lopategui, M. Faurholt-Jepsen, L. V. Kessing, and J. E. Bardram. 2019. “Personalizing Mental Health: A Feasibility Study of a Mobile Behavioral Activation Tool for Depressed Patients.” In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 282–291. Association for Computing Machinery.
   Google Scholar
• Ruusunen, A., S. Voutilainen, L. Karhunen, S. Lehto, T. Tolmunen, S. Keinänen-Kiukaanniemi, J. Eriksson, J. Tuomilehto, M. Uusitupa, and J. Lindström. 2012. “How Does Lifestyle Intervention Affect Depressive Symptoms? Results from the Finnish Diabetes Prevention Study.” Diabetic Medicine29 (7): e126–e132.
   PubMed Web of Science ®Google Scholar
• Schlarb, A. A., M. Claßen, J. Grünwald, and C. Vögele. 2017. “Sleep Disturbances and Mental Strain in University Students: Results from an Online Survey in Luxembourg and Germany.” International Journal of Mental Health Systems 11 (1): 24.
   PubMedGoogle Scholar
• Vahdat, S., L. Hamzehgardeshi, S. Hessam, and Z. Hamzehgardeshi. 2014. “Patient Involvement in Health Care Decision Making: a Review.” Iranian Red Crescent Medical Journal 16 (1): e12454.
   PubMed Web of Science ®Google Scholar
• Velten, J., A. Bieda, S. Scholten, A. Wannemüller, and J. Margraf. 2018. “Lifestyle Choices and Mental Health: a Longitudinal Survey with German and Chinese Students.” BMC Public Health 18 (1): 632.
   PubMedGoogle Scholar
• Verstappen, M., P. Gardner, D. Poon, and T. Bettridge. 2014. “Off the Couch and Out of the Hospital, Mobile Applications for Acceptance and Commitment Therapy.” In Proceedings of the 16th International Conference on Human–Computer Interaction with Mobile Devices & Services, 431–434. Association for Computing Machinery.
   Google Scholar
• Wais-Zechmann, B., V. Gattol, K. Neureiter, R. Orji, and M. Tscheligi. 2018. “Persuasive Technology to Support Chronic Health Conditions: Investigating the Optimal Persuasive Strategies for Persons with Copd.” In International Conference on Persuasive Technology, 255–266. Springer, Cham.
   Google Scholar
• Weidner, G., S. L. Connor, J. F. Hollis, and W. E. Connor. 1992. “Improvements in Hostility and Depression in Relation to Dietary Change and Cholesterol Lowering: the Family Heart Study.” Annals of Internal Medicine 117 (10): 820–823.
   PubMed Web of Science ®Google Scholar
• Win, K. T., M. R. Roberts, and H. Oinas-Kukkonen. 2019. “Persuasive System Features in Computer-mediated Lifestyle Modification Interventions for Physical Activity.” Informatics for Health and Social Care 44 (4): 376–404.
   PubMed Web of Science ®Google Scholar
• World Health Organization, International Classification of Diseases, 11th Revision (icd-11). Recuperado de http://www.who.int/classifications/icd/en (2018).
   Google Scholar
• Zhang, C., A. P. Starczewski, D. Lakens, and W. A. IJsselsteijn. 2018. “A Decision-Making Perspective on Coaching Behavior Change: A Field Experiment on Promoting Exercise at Work.” In International Conference on Persuasive Technology, 87–98. Springer.
   Google Scholar