Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone Intervention for Schizophrenia
Open accessAbstract
The FOCUS smartphone intervention was developed to provide automated real-time/real-place illness management support to individuals with schizophrenia. The system was specifically designed to be usable by people with psychotic disorders who may have cognitive impairment, psychotic symptoms, negative symptoms, and/or low reading levels. FOCUS offers users both prescheduled and on-demand resources to facilitate symptom management, mood regulation, medication adherence, social functioning, and improved sleep. In this study, 33 individuals with schizophrenia or schizoaffective disorder used FOCUS over a 1-month period in their own environments. Participants were able to learn how to use the intervention independently, and all but one participant completed the trial successfully and returned the smartphones intact. Completers used the system on 86.5% of days they had the device, an average of 5.2 times a day. Approximately 62% of use of the FOCUS intervention was initiated by the participants, and 38% of use was in response to automated prompts. Baseline levels of cognitive functioning, negative symptoms, persecutory ideation, and reading level were not related to participants' use of the intervention. Approximately 90% of participants rated the intervention as highly acceptable and usable. Paired samples t tests found significant reductions in psychotic symptoms, depression, and general psychopathology, after 1 month of FOCUS use. This study demonstrated the feasibility, acceptability, and preliminary efficacy of the FOCUS intervention for schizophrenia and introduces a new treatment model which has promise for extending the reach of evidence-based care beyond the confines of a physical clinic using widely available technologies.
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Desktop- or laptop-based monitoring of panic disorder symptoms via daily or weekly electronic diaries is likely biased by memory effects because clients complete these diaries retrospectively rather than in real-time.
“when desktop PCs or laptops are used to monitor symptoms of PD to identify factors that cue panic attacks and avoidance, clients typically use daily or weekly electronic diary entries, which are likely biased by memory effects because clients must complete these diaries retrospectively and not in real-time [22–28].”
From Efficacy of a hybrid online training for panic symptoms and agoraphobia: study protocol for a randomized controlled trial. (2014) · cites this paper as [25]
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Walton, A., Nahum‐Shani, I., Crosby, L., Klasnja, P., & Murphy, S. (2018) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1079 · Cited by 66 · see citing works
Mobile Mindfulness Intervention on an Acute Psychiatric Unit: Feasibility and Acceptability Study
Mistler, L. A., Ben-Zeev, D., Carpenter-Song, E., Brunette, M. F., & Friedman, M. J. (2017) · JMIR Mental Health · doi:10.2196/mental.7717 · Cited by 60 · see citing works
Self-citationHam, K., Chin, S., Suh, Y. J., Rhee, M., Yu, E.-S., Lee, H. J., Kim, J.-H., Kim, S. W., Koh, S.-J., & Chung, K.-M. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01592 · Cited by 61 · see citing works
Meyer, N., Kerz, M., Folarin, A., Joyce, D. W., Jackson, R., Karr, C., Dobson, R., & MacCabe, J. (2018) · JMIR mHealth and uHealth · doi:10.2196/mhealth.8292 · Cited by 58 · see citing works
Rus-Calafell, M., & Schneider, S. (2020) · mHealth · doi:10.21037/mhealth.2019.09.14 · Cited by 57 · see citing works
Ben-Zeev, D., Brian, R. M., Aschbrenner, K. A., Jonathan, G., & Steingard, S. (2018) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000197 · Cited by 50 · see citing works
Self-citationTechnology to assess and support self-management in serious mental illness
Depp, C. A., Moore, R. C., Perivoliotis, D., & Granholm, E. (2016) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2016.18.2/cdepp · Cited by 48 · see citing works
McBride, C. M., Morrissey, E. C., & Molloy, G. J. (2020) · JMIR mHealth and uHealth · doi:10.2196/17470 · Cited by 49 · see citing works
Prada, P., Zamberg, I., Bouillault, G., Jimenez, N., Zimmermann, J., Hasler, R., Aubry, J.-M., Nicastro, R., & Perroud, N. (2017) · Perspectives In Psychiatric Care · doi:10.1111/ppc.12178 · Cited by 47 · see citing works
Naslund, J. A., & Aschbrenner, K. A. (2019) · Evidence Based Mental Health · doi:10.1136/ebmental-2018-300034 · Cited by 44 · see citing works
Fear of recurrence: Results of a randomized trial of relapse detection in schizophrenia
Gumley, A. I., MacBeth, A., Reilly, J. D., O'Grady, M., White, R. G., McLeod, H., Schwannauer, M., & Power, K. G. (2015) · British Journal of Clinical Psychology · doi:10.1111/bjc.12060 · Cited by 46 · see citing works
Using behavioral rhythms and multi-task learning to predict fine-grained symptoms of schizophrenia
Tseng, V. W.-S., Sano, A., Ben-Zeev, D., Brian, R., Campbell, A. T., Hauser, M., Kane, J. M., Scherer, E. A., Wang, R., Wang, W., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-71689-1 · Cited by 44 · see citing works
Self-citationJonathan, G., Carpenter-Song, E. A., Brian, R. M., & Ben-Zeev, D. (2019) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000337 · Cited by 45 · see citing works
Self-citationForchuk, C., Reiss, J. P., O’Regan, T., Ethridge, P., Donelle, L., & Rudnick, A. (2015) · BMC Psychiatry · doi:10.1186/s12888-015-0614-7 · Cited by 43 · see citing works
Achtyes, E. D., Ben-Zeev, D., Luo, Z., Mayle, H., Burke, B., Rotondi, A. J., Gottlieb, J. D., Brunette, M. F., Mueser, K. T., Gingerich, S., et al. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2018.11.026 · Cited by 35 · see citing works
Self-citationTerp, M., Jørgensen, R., Laursen, B. S., Mainz, J., & Bjørnes, C. D. (2018) · JMIR Mental Health · doi:10.2196/10157 · Cited by 41 · see citing works
Arnold, C., Farhall, J., Villagonzalo, K.-A., Sharma, K., & Thomas, N. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100411 · Cited by 34 · see citing works
“The majority of studies examining the association between positive symptoms and engagement with online interventions have found no association (Ben-Zeev et al., 2014; Granholm et al., 2012; Kumar et al., 2018; Moitra et al., 2017; Niendam et al., 2018; So et al., 2013).”
BackgroundInfluentialBell, I. H., Fielding-Smith, S. F., Hayward, M., Rossell, S. L., Lim, M. H., Farhall, J., & Thomas, N. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.11.001 · Cited by 36 · see citing works
Pennou, A., Lecomte, T., Potvin, S., & Khazaal, Y. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00302 · Cited by 34 · see citing works
Smelror, R. E., Bless, J. J., Hugdahl, K., & Agartz, I. (2019) · JMIR Formative Research · doi:10.2196/13882 · Cited by 25 · see citing works
Mueller, N. E., Panch, T., Macias, C., Cohen, B. M., Ongur, D., & Baker, J. T. (2018) · JMIR Mental Health · doi:10.2196/10092 · Cited by 26 · see citing works
Forchuk, C., Reiss, J., Eichstedt, J., Singh, D., Collins, K., Rudnick, A., Walsh, J., Ethridge, P., Kutcher, S., & Fisman, S. (2016) · International Journal of Mental Health · doi:10.1080/00207411.2016.1204823 · Cited by 25 · see citing works
Chen, J. A., Fearey, E., & Smith, R. E. (2017) · Journal Of Behavior Therapy And Mental Health · doi:10.14302/issn.2474-9273.jbtm-16-1180 · Cited by 27 · see citing works
ULTEMAT: A mobile framework for smart ecological momentary assessments and interventions
van de Ven, P., O’Brien, H., Henriques, R., Klein, M., Msetfi, R., Nelson, J., Rocha, A., Ruwaard, J., O’Sullivan, D., & Riper, H. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.07.001 · Cited by 26 · 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
“Moreover, when desktop PCs or laptops are used to monitor symptoms of PD to identify factors that cue panic attacks and avoidance, clients typically use daily or weekly electronic diary entries, which are likely biased by memory effects because clients must complete these diaries retrospectively and not in real-time […”
BackgroundGewirtz, A., & Minen, M. (2019) · Current Pain and Headache Reports · doi:10.1007/s11916-019-0739-3 · Cited by 22 · see citing works
Dragovic, M., Davison, S., Morgan, V. A., Chiu, V. W., Richards, N., Vatskalis, T., Atkinson, A., & Waters, F. (2020) · Advances in Mental Health · doi:10.1080/18387357.2018.1557014 · Cited by 20 · see citing works
Huerta-Ramos, E., Escobar-Villegas, M. S., Rubinstein, K., Unoka, Z. S., Grasa, E., Hospedales, M., Jääskeläinen, E., Rubio-Abadal, E., Caspi, A., Bitter, I., et al. (2016) · JMIR mHealth and uHealth · doi:10.2196/mhealth.5716 · Cited by 20 · see citing works
- Authors
- Ben-Zeev, D., Brenner, C. J., Begale, M., Duffecy, J., Mohr, D. C., & Mueser, K. T.
- Affiliations
- Thresholds (US)
- Northwestern University (US)
- Boston University (US)
- Venue
- Schizophrenia Bulletin
- Publisher
- Oxford University Press (OUP)
- Published
- 2014-03-08
- Volume
- 40
- Issue
- 6
- Pages
- 1244-1253
- ISSN
- 0586-7614 (ISSN-L)
- 1745-1701
- PMC
- PMC4193714
- OpenAlex
- W2121621539
- Cited by
- 493
- References
- 49
- Citations by year
- 2026: 17 · 2025: 33 · 2024: 33 · 2023: 31 · 2022: 33 · 2021: 45 · 2020: 49 · 2019: 50 · 2018: 66 · 2017: 43 · 2016: 48 · 2015: 29 · 2014: 15 · 2013: 1
- FWCI
- 69.66
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Schizophrenia Bulletin (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (P20MH090318, R34MH100195)
- National Institute on Drug Abuse (P30DA029926)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- schizophrenia, schizoaffective disorder
- MeSH terms
- Adult, Feasibility Studies, Humans, Male, Middle Aged, Pilot Projects, Psychotic Disorders, Schizophrenia, Treatment Outcome, Telemedicine, Disease Management, Cell Phone
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