Are Mobile Phones and Handheld Computers Being Used to Enhance Delivery of Psychiatric Treatment?: A Systematic Review
Abstract
The rapid diffusion of communication technology has provided opportunities to enhance the delivery of mental health care. We used Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines to conduct a qualitative review of randomized controlled trials that reported on the efficacy of mobile phones or handheld computers used to enhance the treatment of psychiatric disorders. We identified eight randomized controlled trials. Five studies used mobile phones to target smoking cessation. Those receiving the smoking cessation intervention were significantly more likely to achieve abstinence compared with those under the control condition. Three studies used non-personal digital assistant (PDA) handheld computers targeting anxiety. Compared with those in the control condition, those who received the non-PDA handheld computer intervention had significant improvement in anxiety outcomes in only one of the three studies. The limited number of rigorous evaluations of mobile phone, PDA, or smartphone interventions for mental health problems underscores the opportunities to enhance our interventions using the available tools of contemporary technology.
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No new studies targeting social phobia or panic disorder were located in the present study since the review conducted by Ehrenreich et al. in June 2010.
“Despite this, no new studies targeting social phobia or panic disorder were located in the present study since the review conducted by Ehrenreich et al.20 in June 2010.”
From Effectiveness of mobile technologies delivering Ecological Momentary Interventions for stress and anxiety: A systematic review (2016) · cites this paper as [20]
Other broader reviews have previously noted that more trials are needed on the effectiveness of EMI.
“Other broader reviews have previously noted that more trials are needed on the effectiveness of EMI. 8,20”
From Effectiveness of mobile technologies delivering Ecological Momentary Interventions for stress and anxiety: A systematic review (2016) · cites this paper as [20]
Cites
Behavior change interventions delivered by mobile telephone short message service
Fjeldsoe, B. S., Marshall, A. L., & Miller, Y. D. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2008.09.040 · Cited by 1,213 · cited 4× · see citing works
“, 2009) and in text messaging (Cole-Lewis and Kershaw, 2010; Fjeldsoe et al., 2009) specifically have already shown them to be effective in changing health behaviors and the processes of care, including medication adherence, as well as in improving clinical outcomes for a number of nonpsychiatric medical conditions (e.”
BackgroundInfluentialRodgers, A., Corbett, T., Bramley, D., Riddell, T., Wills, M., Lin, R.-B., & Jones, M. (2005) · Tobacco Control · doi:10.1136/tc.2005.011577 · Cited by 732 · see citing works
Happy Ending: a randomized controlled trial of a digital multi‐media smoking cessation intervention
Brendryen, H., & Kraft, P. (2008) · Addiction · doi:10.1111/j.1360-0443.2007.02119.x · Cited by 292 · see citing works
Txt2stop: a pilot randomised controlled trial of mobile phone-based smoking cessation support
Free, C., Whittaker, R., Knight, R., Abramsky, T., Rodgers, A., & Roberts, I. G. (2009) · Tobacco Control · doi:10.1136/tc.2008.026146 · Cited by 181 · see citing works
Kenardy, J. A., Dow, M. G. T., Johnston, D. W., Newman, M. G., Thomson, A., & Taylor, C. B. (2003) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.71.6.1068 · Cited by 157 · see citing works
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Smartphones for smarter delivery of mental health programs: A systematic review
Donker, T., Petrie, K., Proudfoot, J., Clarke, J., Birch, M.-R., & Christensen, H. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2791 · Cited by 1,136 · see citing works
mHealth: A Mechanism to Deliver More Accessible, More Effective Mental Health Care
Price, M., Yuen, E. K., Goetter, E. M., Herbert, J. D., Forman, E. M., Acierno, R., & Ruggiero, K. J. (2014) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.1855 · Cited by 488 · see citing works
Kazdin, A. E. (2019) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12937 · Cited by 274 · see citing works
Lindhiem, O., Bennett, C. B., Rosen, D., & Silk, J. (2015) · Behavior Modification · doi:10.1177/0145445515595198 · Cited by 197 · see citing works
Smartphone Apps for the Treatment of Mental Disorders: Systematic Review
Miralles, I., Granell, C., Díaz-Sanahuja, L., Van Woensel, W., Bretón-López, J., Mira, A., Castilla, D., & Casteleyn, S. (2020) · JMIR mHealth and uHealth · doi:10.2196/14897 · Cited by 188 · see citing works
Versluis, A., Verkuil, B., Spinhoven, P., van der Ploeg, M. M., & Brosschot, J. F. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5642 · Cited by 186 · see citing works
Ramos, G., & Chavira, D. A. (2022) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2019.10.004 · Cited by 143 · see citing works
Reinertsen, E., & Clifford, G. D. (2018) · Physiological Measurement · doi:10.1088/1361-6579/aabf64 · Cited by 136 · see citing works
Using a Smartphone Application to Promote Healthy Dietary Behaviours and Local Food Consumption
Gilliland, J., Sadler, R., Clark, A., O’Connor, C., Milczarek, M., & Doherty, S. (2015) · BioMed Research International · doi:10.1155/2015/841368 · Cited by 112 · see citing works
Loo Gee, B., Griffiths, K. M., & Gulliver, A. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv043 · Cited by 92 · see citing works
Smartphone-Based Psychotherapeutic Micro-Interventions to Improve Mood in a Real-World Setting
Meinlschmidt, G., Lee, J.-H., Stalujanis, E., Belardi, A., Oh, M., Jung, E. K., Kim, H.-C., Alfano, J., Yoo, S.-S., & Tegethoff, M. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01112 · Cited by 68 · see citing works
Clinician Perceptions of Using a Smartphone App with Prolonged Exposure Therapy
Kuhn, E., Eftekhari, A., Hoffman, J. E., Crowley, J. J., Ramsey, K. M., Reger, G. M., & Ruzek, J. I. (2014) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-013-0532-2 · Cited by 50 · see citing works
Lind, C., Boschen, M. J., & Morrissey, S. (2013) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2012.09.004 · Cited by 33 · see citing works
Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Jazaieri, H., van Ballegooijen, W., Funk, B., Riper, H., & Berking, M. (2014) · Trials · doi:10.1186/1745-6215-15-427 · Cited by 20 · see citing works
Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Funk, B., Riper, H., & Berking, M. (2020) · Internet Interventions · doi:10.1016/j.invent.2019.100296 · Cited by 20 · see citing works
- Authors
- Ehrenreich, B., Righter, B., Rocke, D. A., Dixon, L., & Himelhoch, S.
- Affiliations
- University of Maryland, Baltimore (US)
- Venue
- Journal of Nervous & Mental Disease
- Published
- 2011-11
- Volume
- 199
- Issue
- 11
- Pages
- 886-891
- ISSN
- 0022-3018 (ISSN-L)
- OpenAlex
- W1967366293
- Cited by
- 53
- References
- 5
- Citations by year
- 2024: 1 · 2023: 1 · 2022: 2 · 2020: 3 · 2019: 5 · 2018: 4 · 2017: 2 · 2016: 7 · 2015: 9 · 2014: 8 · 2013: 7 · 2012: 4
- FWCI
- 8.08
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journal of Nervous and Mental Disease (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Keywords
- mobile devices, personal digital assistants, virtual assistants, smartphone-based intervention, smoking cessation, anxiety, mental health technology, telemedicine
- MeSH terms
- Anxiety Disorders, Humans, Psychotherapy, Smoking Cessation, Treatment Outcome, Computers, Handheld, Cell Phone
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