Life with FOCUS: A qualitative evaluation of the impact of a smartphone intervention on people with serious mental illness.
Open accessAbstract
OBJECTIVE: A growing body of literature indicates that mobile health (mHealth) interventions that utilize smartphones for illness management are feasible, acceptable, and clinically promising. In this study, we examine how individuals with serious mental illness use a mHealth intervention-FOCUS-to self-manage their illnesses. Additionally, we explored participant perceptions of the intervention's impact on their subjective illness experience. METHOD: We analyzed qualitative data from 30 individuals with serious mental illness who participated in 1 of 2 community-based, 3-month trials of FOCUS. In Study 1, weekly calls were conducted by a mHealth specialist to facilitate and enhance intervention use. In Study 2, researchers conducted qualitative interviews to gather detailed perspectives of intervention use. Data were sampled from the weekly call notes and qualitative interviews and analyzed using a thematic and collaborative approach. RESULTS: Thematic analyses revealed 6 recurring themes. Three themes emerged in regard to participants' ongoing daily use of FOCUS: "back-up" support, symptom management, and self-awareness. Another 3 themes emerged related to the intervention's impact on participants' recovery processes: acceptance of symptoms, motivation and supporting positive outlook. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: This qualitative study offers insight into how individuals with serious mental illness made use of a mHealth intervention designed to support illness self-management. Our findings suggest that individuals may benefit differently from mHealth interventions depending on where they are in the recovery process. As mHealth interventions become increasingly popular in clinical settings, it is important to understand consumers' short-term and long-term benefits from these interventions. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Participants expressed a need for more structured use of DMHIs (e.g., app reminders or a human coach checking on them regularly).
“Participants expressed a need to receive more structured use, for example, through app reminders or a human coach checking on them on a regular basis [49,50,113,122,133,137,139,148,150,163,175-182].”
From Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review (2021) · cites this paper as [139]
The Methods section (page unavailable) says FOCUS prompted daily use through notifications and that an mHealth specialist called participants weekly. The Discussion describes participants wanting tailored content and fresh material, but does not report that they expressed a need for more structured use, reminders, or regular coach check-ins. (LLM, conf=0.78)
Experimental — accuracy not yet measuredIn 6 studies, users stated a preference for DMHI as a complement to existing in-person therapy rather than a replacement for in-person therapy.
“In 6 studies, users stated that they would prefer if an intervention served as a complement to existing, in-person therapy rather than a replacement for in-person therapy [30,122,134,139,166,183].”
From Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review (2021) · cites this paper as [139]
Increased insight into users' health could facilitate engagement.
“Additional positive effects that could facilitate engagement were an increased insight into users’ health [79,84,114,124,134,138-140,158,176,202-205]”
From Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review (2021) · cites this paper as [139]
Intervention normalizing people's experiences (e.g., by providing examples of other people with similar experiences) is a facilitating factor.
“Another facilitating factor was whether the intervention normalized people’s experiences [79,139,157,190,201], for instance, by providing examples of other people with similar experiences.”
From Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review (2021) · cites this paper as [139]
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Cites
Using thematic analysis in psychology
Braun, V., & Clarke, V. (2006) · Qualitative Research in Psychology · doi:10.1191/1478088706qp063oa · Cited by 194,414 · see citing works
(2006) · Cited by 18,730 · see citing works
Basics of Qualitative Research (3rd ed.): Techniques and Procedures for Developing Grounded Theory
Corbin, J., & Strauss, A. (2008) · SAGE · doi:10.4135/9781452230153 · Cited by 12,136 · see citing works
Clement, S., Schauman, O., Graham, T., Maggioni, F., Evans-Lacko, S., Bezborodovs, N., Morgan, C., Rüsch, N., Brown, J. S. L., & Thornicroft, G. (2015) · Psychological Medicine · doi:10.1017/s0033291714000129 · Cited by 3,152 · see citing works
The Descriptive Epidemiology of Commonly Occurring Mental Disorders in the United States
Kessler, R. C., & Wang, P. S. (2008) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.29.020907.090847 · Cited by 888 · see citing works
Examining the Factor Structure of the Recovery Assessment Scale
Corrigan, P. W., Salzer, M. S., Ralph, R. O., Sangster, Y., & Keck, L. (2004) · Schizophrenia Bulletin · doi:10.1093/oxfordjournals.schbul.a007118 · Cited by 615 · see citing works
Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone Intervention for Schizophrenia
Ben-Zeev, D., Brenner, C. J., Begale, M., Duffecy, J., Mohr, D. C., & Mueser, K. T. (2014) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu033 · Cited by 493 · see citing works
Self-citationAujoulat, I., Marcolongo, R., Bonadiman, L., & Deccache, A. (2007) · Social Science & Medicine · doi:10.1016/j.socscimed.2007.11.034 · Cited by 366 · see citing works
Mohr, D. C., Weingardt, K. R., Reddy, M., & Schueller, S. M. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600541 · Cited by 365 · see citing works
Firth, J., Cotter, J., Torous, J., Bucci, S., Firth, J. A., & Yung, A. R. (2016) · Schizophrenia Bulletin · doi:10.1093/schbul/sbv132 · Cited by 351 · see citing works
Ben‐Zeev, D., Kaiser, S. M., Brenner, C. J., Begale, M. J., Duffecy, J. L., & Mohr, D. C. (2013) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000019 · Cited by 306 · see citing works
Self-citationGranholm, E. L., Ben‐Zeev, D., Link, P. C., Bradshaw, K., & Holden, J. L. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr155 · Cited by 300 · see citing works
Self-citationMobile Interventions for Severe Mental Illness: Design and Preliminary Data From Three Approaches
Depp, C. A., Mausbach, B., Granholm, E., Cardenas, V., Ben-Zeev, D., Patterson, T. L., Lebowitz, B. D., & Jeste, D. V. (2010) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0b013e3181f49ea3 · Cited by 265 · see citing works
Self-citationMobile technologies among people with serious mental illness: Opportunities for future services
Ben-Zeev, D., Davis, K. E., Kaiser, S., Krzsos, I., & Drake, R. E. (2013) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-012-0424-x · Cited by 249 · see citing works
Berry, N., Lobban, F., Emsley, R., & Bucci, S. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5250 · Cited by 230 · see citing works
Depp, C. A., Ceglowski, J., Wang, V. C., Yaghouti, F., Mausbach, B. T., Thompson, W. K., & Granholm, E. L. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.10.053 · Cited by 215 · see citing works
Ben-Zeev, D., Brian, R. M., Jonathan, G., Razzano, L., Pashka, N., Carpenter-Song, E., Drake, R. E., & Scherer, E. A. (2018) · Psychiatric Services · doi:10.1176/appi.ps.201800063 · Cited by 173 · see citing works
Self-citationAinsworth, J. D., Palmier‐Claus, J. E., Machin, M., Barrowclough, C., Dunn, G., Rogers, A. E., Buchan, I. E., Barkus, E., Kapur, S., Wykes, T., et al. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2328 · Cited by 159 · see citing works
Palmier‐Claus, J. E., Rogers, A. E., Ainsworth, J. D., Machin, M., Barrowclough, C., Laverty, L., Barkus, E., Kapur, S., Wykes, T., & Lewis, S. W. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-34 · Cited by 159 · see citing works
Berry, K., & Haddock, G. (2008) · Psychology and Psychotherapy Theory Research and Practice · doi:10.1348/147608308x329540 · Cited by 153 · see citing works
Mobile Behavioral Sensing for Outpatients and Inpatients With Schizophrenia
Ben‐Zeev, D., Wang, R., Abdullah, S., Brian, R., Scherer, E. A., Mistler, L. A., Hauser, M., Kane, J. M., Campbell, A. T., & Choudhury, T. (2015) · Psychiatric Services · doi:10.1176/appi.ps.201500130 · Cited by 125 · see citing works
Self-citationSurviving Mental Illness: Stress, Coping, and Adaptation
Hatfield, A. B., & Lefley, H. P. (1993) · Medical Entomology and Zoology · Cited by 124 · see citing works
Povey, J., Mills, P. P. J. R., Dingwall, K. M., Lowell, A., Singer, J., Rotumah, D., Bennett-Levy, J., & Nagel, T. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5314 · Cited by 121 · see citing works
Rotondi, A. J., Haas, G. L., ANDERSON, C. M., Newhill, C. E., Spring, M. B., Ganguli, R., Gardner, W., & Rosenstock, J. B. (2005) · Rehabilitation Psychology · doi:10.1037/0090-5550.50.4.325 · Cited by 116 · see citing works
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Quinn, C., Happell, B., & Browne, G. (2011) · International Journal of Mental Health Nursing · doi:10.1111/j.1447-0349.2010.00705.x · Cited by 115 · see citing works
Todd, N. J., Jones, S. H., Hart, A., & Lobban, F. A. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.07.027 · Cited by 93 · see citing works
Ranney, M. L., Choo, E. K., Cunningham, R. M., Spirito, A., Thorsen, M. M., Mello, M. J., & Morrow, K. M. (2014) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.12.017 · Cited by 77 · see citing works
Todd, N. J., Jones, S. H., & Lobban, F. A. (2013) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.1804 · Cited by 73 · see citing works
How People With SCHIZOPHRENIA Build Their HOPE
Kirkpatrick, H., Landeen, J., Woodside, H., & Byrne, C. (2001) · Journal of Psychosocial Nursing and Mental Health Services · doi:10.3928/0279-3695-20010101-13 · Cited by 71 · see citing works
Developing an online psychoeducation package for bipolar disorder
Barnes, E., Simpson, S. A., Griffiths, E., Hood, K., Craddock, N. J., & Smıth, D. J. (2011) · Journal of Mental Health · doi:10.3109/09638237.2010.525565 · Cited by 39 · see citing works
Jonathan, G., Pivaral, L., & Ben‐Zeev, D. (2017) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000275 · Cited by 21 · see citing works
Self-citationHuerta-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
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Cited by
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Borghouts, J., Eikey, E., Mark, G., De Leon, C., Schueller, S. M., Schneider, M., Stadnick, N., Zheng, K., Mukamel, D., & Sorkin, D. H. (2021) · Journal of Medical Internet Research · doi:10.2196/24387 · Cited by 1,069 · see citing works
“Another facilitating factor was whether the intervention normalized people’s experiences [79,139,157,190,201], for instance, by providing examples of other people with similar experiences.”
BackgroundInfluentialBucci, S., Berry, N., Morris, R., Berry, K., Haddock, G., Lewis, S., & Edge, D. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00344 · Cited by 124 · see citing works
Chan, A. H. Y., & Honey, M. L. L. (2021) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/jpm.12744 · Cited by 113 · see citing works
Eaton, C. K., Vallejo, N., McDonald, X., Wu, J., Rodríguez, R., Muthusamy, N., Mathioudakis, N. N., & Riekert, K. A. (2024) · Journal of Medical Internet Research · doi:10.2196/50508 · Cited by 108 · see citing works
Current Implementation of Digital Health in Chronic Disease Management: Scoping Review
Pong, C. Y., Tseng, R. M. W. W., Tham, Y. C., & Lum, E. (2024) · Journal of Medical Internet Research · doi:10.2196/53576 · Cited by 100 · see citing works
Eisner, E., Faulkner, S., Allan, S., Ball, H., Basilio, D. D., Nicholas, J., Priyam, A., Wilson, P. M., Zhang, X., & Bucci, S. (2025) · JMIR Mental Health · doi:10.2196/65246 · Cited by 65 · see citing works
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Chivilgina, O., Wangmo, T., Elger, B. S., Heinrich, T. W., & Jotterand, F. (2020) · International Journal of Social Psychiatry · doi:10.1177/0020764020933287 · Cited by 55 · see citing works
Arnold, C., Williams, A., & Thomas, N. (2020) · JMIR Mental Health · doi:10.2196/16730 · Cited by 42 · see citing works
Steare, T., Giorgalli, M., Free, K., Harju‐Seppänen, J., Akther, S. F., Eskinazi, M., O’Hanlon, P., Rostill, H., Amani, S., Lloyd‐Evans, B., et al. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03317-9 · Cited by 38 · see citing works
Schouten, S. E., Kip, H., Dekkers, T., Deenik, J., Beerlage-de Jong, N., Ludden, G. D. S., & Kelders, S. M. (2022) · Design for Health · doi:10.1080/24735132.2022.2145814 · Cited by 37 · see citing works
Jonathan, G., Dopke, C. A., Michaels, T., Bank, A., Martin, C. R., Adhikari, K., Krakauer, R. L., Ryan, C., McBride, A., Babington, P., et al. (2021) · JMIR Mental Health · doi:10.2196/20424 · Cited by 36 · see citing works
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Kwon, S., Firth, J., Joshi, D., & Torous, J. B. (2022) · Schizophrenia · doi:10.1038/s41537-022-00313-0 · Cited by 32 · see citing works
Carpenter-Song, E. A., Acquilano, S. C., Noel, V. A., Al‐Abdulmunem, M., Torous, J. B., & Drake, R. E. (2021) · Community Mental Health Journal · doi:10.1007/s10597-021-00798-6 · Cited by 32 · see citing works
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Yu, Y., Li, Y., Li, T., Xi, S., Xiao, X., Xiao, S., & Tebes, J. K. (2020) · Journal of Medical Internet Research · doi:10.2196/18663 · Cited by 21 · see citing works
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Johnsson, N., Strandberg, S., Tuvesson, H., Fagerström, C., Ekstedt, M., & Lindberg, C. (2023) · International Journal of Qualitative Studies on Health and Well-Being · doi:10.1080/17482631.2023.2241231 · Cited by 18 · see citing works
Carpenter-Song, E. A., Jonathan, G., Brian, R., & Ben‐Zeev, D. (2019) · Psychiatric Services · doi:10.1176/appi.ps.201900110 · Cited by 18 · see citing works
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Buck, B., Nguyen, J., Porter, S. A., Ben‐Zeev, D., & Reger, G. M. (2021) · JMIR Mental Health · doi:10.2196/26049 · Cited by 13 · see citing works
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Lo, B., Durocher, K., Charow, R., Kimball, S., Phạm, Q., Sockalingam, S., Wiljer, D., & Strudwick, G. (2025) · Journal of Medical Internet Research · doi:10.2196/67820 · Cited by 10 · see citing works
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Nóbrega, M. D. P. S. D. S., Tibúrcio, P. D. C., Fernandes, M. C., Fernandes, C. S., Santos, C., & Magalhães, B. M. B. D. S. (2021) · Revista de Enfermagem da UFSM · doi:10.5902/2179769264393 · Cited by 6 · see citing works
Ben‐Zeev, D., Tauscher, J. S., Sandel, D. B., Buck, B., Kopelovich, S. L., Lyon, A. R., Chwastiak, L., & Marcus, S. C. (2025) · Psychiatric Services · doi:10.1176/appi.ps.20250164 · Cited by 5 · see citing works
Self-citationGoodyear, T., Richardson, C. G., Aziz, B., Slemon, A., Gadermann, A., Daly, Z., McAuliffe, C., Pumarino, J., Thomson, K., & Jenkins, E. (2023) · Digital Health · doi:10.1177/20552076231173528 · Cited by 7 · see citing works
Alqahtani, F., & Orji, R. (2025) · Human Behavior and Emerging Technologies · doi:10.1155/hbe2/8111089 · Cited by 14 · see citing works
Smith, A., Mangelsdorf, S. N., Baker, S. T. E., Jafari, J., Álvarez‐Jiménez, M., Hitchcock, C., & Cross, S. P. M. (2025) · Journal of Medical Internet Research · doi:10.2196/73793 · Cited by 4 · see citing works
Alsaqqa, H. H., & Alwawi, A. A. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1142443 · Cited by 6 · see citing works
Arthur, Y. A., Boardman, G., & McCann, T. V. (2020) · International Journal of Mental Health Nursing · doi:10.1111/inm.12832 · Cited by 3 · see citing works
Bucci, S., Zhang, X., Basilio, D. D., Richardson, C., Berry, N., Berry, K., Edge, D., & Haddock, G. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-07071-0 · Cited by 3 · see citing works
Baumeister, A., Rüegg, N., Lüdtke, T., & Moritz, S. (2023) · Springer eBooks · doi:10.1007/978-3-662-65816-1_7 · Cited by 1 · see citing works
Feasibility of digital monitoring in patients receiving ambulatory psychiatric care
Conejero, I., Villalba, M. Á., Matos, V., Jiménez, O., García, R. R., Albarracín-García, L., Porras‐Segovia, A., Barrigón, M. L., López‐Castromán, J., Artés-Rodrı́guez, A., et al. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.05.072 · Cited by 1 · see citing works
Allan, S., Beedie, S. A., McLeod, H. J., Farhall, J., Gleeson, J., Bradstreet, S., Morton, E. E., Bell, I. H., Wilson-Kay, A., Whitehill, H., et al. (2022) · doi:10.31234/osf.io/6cngz
Behavioural health technologies and telehealth
Torous, J. B., & Carpenter-Song, E. A. (2025) · Oxford University Press eBooks · doi:10.1093/med/9780198898818.003.0025
Self-citationSmith, A., Mangelsdorf, S. N., Baker, S. T. E., Jafari, J., Álvarez‐Jiménez, M., Hitchcock, C., & Cross, S. P. M. (2025) · doi:10.2196/preprints.73793
Ho, Y., Ching, Y., & Molloy, L. (2025) · doi:10.2196/preprints.86434
Allan, S., Beedie, S. A., McLeod, H. J., Farhall, J., Gleeson, J., Bradstreet, S., Morton, E., Bell, I. H., Wilson-Kay, A., Whitehill, H., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26610824
El-Saboni, Y., Awwal, S., Mishra, R., Sharma, N., Gaur, A., & Fleming, L. T. (2026) · JMIR Medical Informatics · doi:10.2196/89189
Gant, T., Taylor, K. M., Ward, T., Garety, P., & Hardy, A. (2026) · Internet Interventions · doi:10.1016/j.invent.2026.101013
- Authors
- Jonathan, G., Carpenter-Song, E. A., Brian, R. M., & Ben-Zeev, D.
- Venue
- Psychiatric Rehabilitation Journal
- Published
- 2019-06
- Volume
- 42
- Issue
- 2
- Pages
- 182-189
- ISSN
- 1095-158X (ISSN-L)
- 1559-3126
- PMC
- PMC10438016
- OpenAlex
- W2907972569
- Cited by
- 45
- References
- 32
- Citations by year
- 2026: 2 · 2025: 10 · 2024: 6 · 2023: 7 · 2022: 4 · 2021: 10 · 2020: 4 · 2019: 2
- FWCI
- 5.05
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Psychiatric Rehabilitation Journal (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Patient Centered Outcomes Research Institute (CER-1403–11403)
- National Institute of Mental Health (R34MH100195)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- severe mental illness, mobile health, smartphone-based intervention, illness self-management, recovery process, self-awareness, symptom management, participant perceptions, community-based intervention
- MeSH terms
- Smartphone, Self-Management, Adult, Mental Disorders, Female, Humans, Male, Middle Aged, Patient Acceptance of Health Care, Patient Satisfaction, Telemedicine, Qualitative Research, Mobile Applications
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