Abstract
Mobile mental health (mHealth) applications could increase access to psychological care for posttraumatic stress disorder (PTSD), but very few applications for PTSD include evidence-based intervention strategies. We examine perceptions of and experiences using Renew—an exposure-based mHealth application for symptoms of PTSD. Veterans with clinically significant symptoms of PTSD (N = 93) and access to an Android smartphone were invited to use Renew for 6 weeks and then completed a semi-structured qualitative feedback interview. Veterans predominately identified as non-Hispanic (89.2%), White (63.4%), and as cisgender women (68.8%). Self-report surveys assessing PTSD severity, COVID-19 stress, and the perceived helpfulness of Renew were completed pre- and post-treatment. A research dashboard collected total time spent in Renew. Identified qualitative themes included the following: General Satisfaction, Challenges to Use, Specific Functions Appreciated, Positive Impact on Functioning, Appraisal for On-Demand Care, and Relationship to In-Person Therapy. 94.29% of participants self-reported satisfaction with Renew, and 37.36% of participants experienced greater than a 10-point reduction in PCL-5 scores. A joint display contains mixed methods interpretations of the qualitative themes and relevant quantitative data. Renew was perceived as an acceptable form of mental health management and may have unique benefits compared to in-person therapy in terms of privacy, control, and accessibility. Participants who engaged in the exposure components perceived them as challenging but therapeutically beneficial. A perceived lack of support, accountability, and trust with the application were identified challenges.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Alqahtani, F., Al Khalifah, G., Oyebode, O., & Orji, R. (2019). Apps for mental health: An evaluation of behavior change strategies and recommendations for future development. Frontiers in Artificial Intelligence, 2(30). https://doi.org/10.3389/frai.2019.00030
Anderson, G., & Cuijpers, P. (2009). Internet-based and other computerized psychological treatments for adult depression: A meta-analysis. Cognitive Behaviour Therapy, 38(4). https://doi.org/10.1080/16506070903318960
Ashbaugh, A. R., Houle-Johnson, S., Herbert, C., El-Hage, W., & Brunet, A. (2016). Psychometric validation of the English and French versions of the posttraumatic stress disorder checklist for DSM-5 (PCL-5). Plos One. https://doi.org/10.1371/journal.pone.0161645
Baumel, A., Muench, F., Edan, S., & Kane, J. M. (2019). Objective user engagement with mental health apps: Systematic search and panel-based usage analysis. Journal of Medical Internet Research, 21(9). https://doi.org/10.2196/14567
Berry, N., Lobban, F., & Bucci, S. (2019). A qualitative exploration of service user views about using digital health interventions for self-management in severe mental health problems. British Medical Journal Psychiatry, 19(35). https://doi.org/10.1186/s12888-018-1979-1
Blevins, C. A., Weathers, F. W., Davis, M. T., Witte, T. K., & Domino, J. L. (2015). The posttraumatic stress disorder checklist for DSM‐5 (PCL‐5): Development and initial psychometric evaluation. Journal of Traumatic Stress 28(6), 489–498. https://doi.org/10.1002/jts.22059
Borghouts, J., Eikey, E., Mark, G., Leon, C. D., Schueller, S. M., Schneider, M., Stadnick, N., Zheng, K., Mukamel, D., & Sorkin, D. H. (2021). Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review. Journal of Medical Internet Research. https://doi.org/10.2196/24387
Bovin, M. J., Marx, B. P., Weathers, F. W., Gallagher, M. W., Rodriguez, P., Schnurr, P. P., & Keane, T. M. (2016). Psychometric properties of the PTSD checklist for diagnostic and statistical manual of mental disorders–fifth edition (PCL-5) in veterans. Psychological Assessment, 28(11), 1379. https://doi.org/10.1037/pas0000254
Braun, V., & Clarke, V. (2012). Thematic analysis. In APA handbook of research methods in psychology, Vol. 2. Research designs: Quantitative, qualitative, neuropsychological, and biological (pp. 57–71). American Psychological Association. https://doi.org/10.1037/13620-004
Brown, W. J., Dewey, D., Bunnell, B. E., Boyd, S. J., Wilkerson, A. K., Mitchell, M. A., & Bruce, S. E. (2018). A critical review of negative affect and the application of CBT for PTSD. Trauma, Violence, & Abuse, 19(2), 176–194. https://doi.org/10.1177/1524838016650
Chandrashekar, P. (2018). Do mental health mobile apps work: Evidence and recommendations for designing high-efficacy mental health mobile apps. Mhealth, 4.
Christensen, H., Griffiths, K. M., & Farrer, L. (2009). Adherence in internet interventions for anxiety and depression: Systematic review. Journal of Medical Internet Research, 11(2). https://doi.org/10.2196/jmir.1194
Goldberg, S. B., Baldwin, S. A., Riordan, K. M., Torous, J., Dahl, C. J., Davidson, R. J., & Hirshberg, M. J. (2022). Alliance with an unguided smartphone app: Validation of the digital working alliance inventory. Assessment, 29(6), 1331–1345. https://doi.org/10.1177/10731911211015310
Hallenbeck, H. W., Jaworski, B. K., Wielgosz, J., Kuhn, E., Ramsey, K. M., Taylor, K., Juhasz, k., McGee-Vincent, P., Mackintosh, M. A., & Owen, J. E. (2022). PTSD coach version 3.1: A closer look at the reach, use, and potential impact of this updated mobile health app in the general public. Journal of Medical Internet Research Mental Health, 9(3). https://doi.org/10.2196/34744
Henson, P., Peck, P., & Torous, J. (2019). Considering the therapeutic alliance in digital mental health interventions. Harvard Review of Psychiatry, 27(4). https://doi.org/10.1097/HRP.0000000000000224
Hundt, N. E., Barrera, T. L., Arney, J., & Stanley, M. A. (2017). “It’s worth it in the end”: Veterans’ experiences in prolonged exposure and cognitive processing therapy. Cognitive and Behavioral Practice, 24(1), 50–57. https://doi.org/10.1016/j.cbpra.2016.02.003
Kaveladze, B. T., Wasil, A. R., Bunyi, J. B., Ramirez, V., & Schueller, S. M. (2022). User experience, engagement, and popularity in mental health apps: Secondary analysis of app analytics and expert app reviews. Journal Of Medical Internet Research Human Factors, 9(1). https://doi.org/10.2196/30766
Kessler, R. C. (2000). Posttraumatic stress disorder: The burden to the individual and to society. Journal of Clinical Psychiatry, 61, 4–14.
Kuhn, E., Greene, C., Hoffman, J., Nguyen, T., Wald, L., Schmidt, J., Ramsey, K. M., & Ruzek, J. (2014). Preliminary evaluation of PTSD Coach, a smartphone app for post-traumatic stress symptoms. Military Medicine, 179, 12–18. https://doi.org/10.7205/MILMED-D-13-00271
Kuhn, E., Kanuri, N., Hoffman, J. E., Garvert, D. W., Ruzek, J. I., & Taylor, C. B. (2017). A randomized controlled trial of a smartphone app for posttraumatic stress disorder symptoms. Journal of Consulting and Clinical Psychology, 85(3). https://doi.org/10.1037/ccp0000163
Lau, N., O'Daffer, A., Joyce, P., & Rosenberg, A. R. (2021). Popular evidence-based commercial mental health apps: Analysis of engagement, functionality, aesthetics, and information quality. Journal of Medical Internet Research mHealth and uHealth, 9(7). https://doi.org/10.2196/29689
Liew, M. S., Zhang, J., See, J., & Ong, Y. L. (2019). Usability challenges for health and wellness mobile apps: Mixed-methods study among mHealth experts and consumers. Journal of Medical Internet Research mHealth and uHealth, 7(1). https://doi.org/10.2196/12160
Linardon, J., Cuijpers, P., Carlbring, P., Messer, M., & Fuller‐Tyszkiewicz, M. (2019). The efficacy of app‐supported smartphone interventions for mental health problems: A meta‐analysis of randomized controlled trials. World Psychiatry, 18(3), 325–336. https://doi.org/10.1002/wps.20673
McLean, C. P., Back, S. E., Capone, C., Foa, E. B., Morland, L., Norman, S. B., Rauch, S. A. M., Schnurr, P. P., Teng, E., & Acierno, R. (2021). The Impact of COVID-19 on psychotherapy participation among individuals with posttraumatic stress disorder enrolled in treatment research. Journal of Traumatic Stress. https://doi.org/10.1002/jts.22718
McLean, C. P., Davis, A. C., Miller, M. L., & Neri, E. (2022a). A pilot randomized controlled trial of renew: An exposure-based mobile app for symptoms of posttraumatic stress disorder. Journal of the American Medical Association Uhealth and mHealth.
McLean, C. P., Levy, H. C., Miller, M. L., & Tolin, D. F. (2022b). Exposure therapy for PTSD: A meta-analysis. Clinical Psychology Review, 91, 102115. https://doi.org/10.1016/j.cpr.2021.102115
Mehrotra, S., Kumar, S., Sudhir, P., Rao, G. N., Thirthalli, J., & Gandotra, A. (2017). Unguided mental health self-help apps: Reflections on challenges through a clinician’s lens. Indian Journal of Psychological Medicine, 39(5), 707–711. https://doi.org/10.4103/IJPSYM.IJPSYM_151_17
Miller, M. L., Davis, A. C., & McLean, C. P. (2021). Development and pilot testing of a trauma-focused cognitive-behavioral self-management mobile app for post-traumatic stress symptoms. Journal of Technology in Behavioral Science, 1–10. https://doi.org/10.1007/s41347-020-00188-x
Miner, A., Kuhn, E., Hoffman, J. E., Owen, J. E., Ruzek, J. I., & Taylor, C. B. (2016). Feasibility, acceptability, and potential efficacy of the PTSD Coach app: A pilot randomized controlled trial with community trauma survivors. Psychological Trauma: Theory, Research, Practice, and Policy, 8(3), 384. https://doi.org/10.1037/tra0000092
Mohr, D., Cuijpers, P., & Lehman, K. (2011). Supportive accountability: A model for providing human support to enhance adherence to eHealth interventions. Journal of Medical Internet Research, 13(1). https://doi.org/10.2196/jmir.1602
Monson, C. M., Gradus, J. L., Young-Xu, Y., Schnurr, P. P., Price, J. L., & Schumm, J. A. (2008). Change in posttraumatic stress disorder symptoms: Do clinicians and patients agree? Psychological Assessment, 20, 131–138. https://doi.org/10.1037/1040-3590.20.2.131
Morgan, D. L. (2014). Integrating qualitative and quantitative methods: A pragmatic approach. Sage Publications, Inc.
Morland, L. A., Greene, C. J., Rosen, C. S., Kuhn, E., Hoffman, J., & Sloan, D. M. (2017). Telehealth and eHealth interventions for posttraumatic stress disorder. Current Opinion in Psychology., 14, 102–108. https://doi.org/10.1016/j.copsyc.2016.12.003
Nicholas, J., Fogarty, A. S., Boydell, K., & Christensen, H. (2017). The reviews are in: A qualitative content analysis of consumer perspectives on apps for bipolar disorder. Journal of Medical Internet Research, 19. https://doi.org/10.2196/jmir.7273
Oyebode, O., Alqahtani, F., & Orji, R. (2020). Using machine learning and thematic analysis methods to evaluate mental health apps based on user reviews. Institute of Electrical and Electronics Engineers Access, 8, 111141–111158. https://doi.org/10.1109/ACCESS.2020.3002176
PEW Research Center. (2021). Demographics of mobile device ownership and adoption in the United States. Retrieved August 05, 2021 from https://www.pewresearch.org/internet/fact-sheet/mobile/
QSR International Pty Ltd Version 12 (2020). NVivo (released in March 2020).
Rauch, S. A., Eftekhari, A., & Ruzek, J. I. (2012). Review of exposure therapy: A gold standard for PTSD treatment. Journal of Rehabilitation Research and Development, 49(5), 679–687.
Richards, K. A. R., & Hemphill, M. A. (2018). A practical guide to collaborative qualitative data analysis. Journal of Teaching in Physical Education, 37(2), 225–231. https://doi.org/10.1123/jtpe.2017-0084
Rothbaum, B. O., Astin, M. C., & Marsteller, F. (2005). Prolonged exposure versus eye movement desensitization and reprocessing (EMDR) for PTSD rape victims. Journal of Traumatic Stress: Official Publication of the International Society for Traumatic Stress Studies, 18(6), 607–616. https://doi.org/10.1002/jts.20069
Ruzek, J. I., Eftekhari, A., Rosen, C. S., Crowley, J. J., Kuhn, E., Foa, E. B., Hembree, E. A., & Karlin, B. E. (2014). Factors related to clinician attitudes toward prolonged exposure therapy for PTSD. Journal of Traumatic Stress, 27(4), 423–429. https://doi.org/10.1002/jts.21945
Sanders, L. B., Schorndanner, J., Terhorst, Y., Spanhel, K., Pryss, R., Baumeister, H., & Messner, E. M. (2020). Help for trauma from the app stores?’A systematic review and standardised rating of apps for Post-Traumatic Stress Disorder (PTSD). European Journal of Psychotraumatology, 11(1). https://doi.org/10.1080/20008198.2019.1701788
Sareen, J., Cox, B. J., Goodwin, R. D., & JG Asmundson, G. (2005). Co‐occurrence of posttraumatic stress disorder with positive psychotic symptoms in a nationally representative sample. Journal of Traumatic Stress: Official Publication of the International Society for Traumatic Stress Studies, 18(4), 313–322. https://doi.org/10.1002/jts.20040
VA/DoD. (2017). The Department of Veterans Affairs and the Department of Defense clinical practice guideline for the management of posttraumatic stress disorder and acute stress disorder.
Wang, K., Varma, D. S., & Prosperi, M. (2018). A systematic review of the effectiveness of mobile apps for monitoring and management of mental health symptoms or disorders. Journal of Psychiatric Research, 107, 73–78. https://doi.org/10.1016/j.jpsychires.2018.10.006
Weathers, F. W., Litz, B. T., Keane, T. M., Palmieri, P. A., Marx, B. P., & Schnurr, P. P. (2013). The ptsd checklist for dsm-5 (pcl-5). Scale available from the National Center for PTSD at www.ptsd.va.gov
Wisdom, J., & Creswell, J. W. (2013). Mixed methods: Integrating quantitative and qualitative data collection and analysis while studying patient-centered medical home models. Agency for Healthcare Research and Quality. https://pcmh.ahrq.gov/page/mixedmethods-integrating-quantitative-and-qualitative-data-collectionand-analysis-while#h=13-0028-EF
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Ethical Approval
The views expressed herein are solely those of the authors and do not reflect an endorsement by or the official policy or position of the Department of Veterans Affairs or the US Government. This material is the result of work supported with resources and the use of facilities at the VA Palo Alto Health Care System. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. The authors have no conflicts of interest to disclose. The Stanford Institutional Review Board approved all study procedures.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Miller, M.L., Davis, C.A. & McLean, C.P. Perceptions and Experiences of Renew: an Exposure-Based Mobile App for Posttraumatic Stress. J. technol. behav. sci. (2023). https://doi.org/10.1007/s41347-023-00358-7
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s41347-023-00358-7