Emerging mHealth and eHealth interventions for serious mental illness: a review of the literature
Open accessAbstract
BACKGROUND: Serious mental illness (SMI) is one of the leading causes of disability worldwide. Emerging mobile health (mHealth) and eHealth interventions may afford opportunities for reaching this at-risk group. AIM: To review the evidence on using emerging mHealth and eHealth technologies among people with SMI. METHODS: We searched MEDLINE, PsychINFO, CINAHL, Scopus, Cochrane Central, and Web of Science through July 2014. Only studies which reported outcomes for mHealth or eHealth interventions, defined as remotely delivered using mobile, online, or other devices, targeting people with schizophrenia, schizoaffective disorder, or bipolar disorder, were included. RESULTS: Forty-six studies spanning 12 countries were included. Interventions were grouped into four categories: (1) illness self-management and relapse prevention; (2) promoting adherence to medications and/or treatment; (3) psychoeducation, supporting recovery, and promoting health and wellness; and (4) symptom monitoring. The interventions were consistently found to be highly feasible and acceptable, though clinical outcomes were variable but offered insight regarding potential effectiveness. CONCLUSIONS: Our findings confirm the feasibility and acceptability of emerging mHealth and eHealth interventions among people with SMI; however, it is not possible to draw conclusions regarding effectiveness. Further rigorous investigation is warranted to establish effectiveness and cost benefit in this population.
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Many studies, largely from higher income countries, have demonstrated the acceptability and early effectiveness of digital technologies for improving the quality, reach, and impact of mental health care.
“Many studies, largely from higher income countries, have demonstrated the acceptability and early effectiveness of digital technologies, such as mobile phones, telepsychiatry applications, online programs or remote sensors, for improving the quality, reach and impact of mental health care.17”
From Digital Technology for Building Capacity of Nonspecialist Health Workers for Task Sharing and Scaling Up Mental Health Care Globally (2019) · cites this paper as [17]
Ecological momentary interventions and mental health applications are innovative approaches to provide psychological support through mobile devices in everyday life without necessarily involving a real therapist or a face-to-face clinical setting.
“Ecological Momentary Interventions (EMIs) (Heron and Smyth, 2010) and mental health (mHealth) applications (Naslund et al., 2015) are innovative approaches to provide psychological support through mobile devices in everyday life, without necessarily involving the presence of a real therapist or a face-to-face clinical setting.”
From New Technologies for the Understanding, Assessment, and Intervention of Emotion Regulation (2019) · cites this paper as Naslund et al., 2015
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Screening for serious mental illness in the general population
Kessler, R. C., Barker, P. R., Colpe, L. J., Epstein, J. F., Gfroerer, J. C., Hiripi, E., Howes, M. J., Normand, S.-L. T., Manderscheid, R. W., Walters, E. E., et al. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.2.184 · Cited by 5,692 · see citing works
The global burden of mental disorders: An update from the WHO World Mental Health (WMH) surveys
Kessler, R. C., Aguilar-Gaxiola, S., Alonso, J., Chatterji, S., Lee, S., Ormel, J., Üstün, T. B., & Wang, P. S. (2009) · Epidemiologia e Psichiatria Sociale · doi:10.1017/s1121189x00001421 · Cited by 1,895 · see citing works
The Effectiveness of Telemental Health: A 2013 Review
Hilty, D. M., Ferrer, D. C., Parish, M. B., Johnston, B., Callahan, E. J., & Yellowlees, P. M. (2013) · Telemedicine and e-Health · doi:10.1089/tmj.2013.0075 · Cited by 1,048 · see citing works
Internet use and stigmatized illness
Berger, M., Wagner, T. H., & Baker, L. C. (2005) · Social Science & Medicine · doi:10.1016/j.socscimed.2005.03.025 · Cited by 547 · 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
Understanding Excess Mortality in Persons With Mental Illness
Druss, B. G., Zhao, L., von Esenwein, S. A., Morrato, E. H., & Marcus, S. C. (2011) · Medical Care · doi:10.1097/mlr.0b013e31820bf86e · Cited by 438 · see citing works
E-Mental Health: A Rapid Review of the Literature
Lal, S., & Adair, C. E. (2014) · Psychiatric Services · doi:10.1176/appi.ps.201300009 · Cited by 417 · see citing works
Quality of Preventive Medical Care for Patients With Mental Disorders
Druss, B. G., Rosenheck, R. A., Desai, M. M., & Perlin, J. B. (2002) · Medical Care · doi:10.1097/00005650-200202000-00007 · Cited by 376 · see citing works
Alvarez-Jimenez, M., Alcazar-Corcoles, M. A., González-Blanch, C., Bendall, S., McGorry, P. D., & Gleeson, J. F. (2014) · Schizophrenia Research · doi:10.1016/j.schres.2014.03.021 · Cited by 351 · see citing works
Naslund, J. A., Grande, S. W., Aschbrenner, K. A., & Elwyn, G. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110171 · Cited by 331 · see citing works
Self-citationBen‐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
Granholm, 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
Mobile 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
On the HORYZON: Moderated online social therapy for long-term recovery in first episode psychosis
Alvarez-Jimenez, M., Bendall, S., Lederman, R., Wadley, G., Chinnery, G., Vargas, S., Larkin, M., Killackey, E., McGorry, P. D., & Gleeson, J. F. (2013) · Schizophrenia Research · doi:10.1016/j.schres.2012.10.009 · Cited by 224 · cited 3× · see citing works
“, 2014), while four online interventions included a peer component such as peer-to-peer online social networking (Alvarez-Jimenez et al., 2013; Gleeson et al., 2014), peer support (Kaplan et al.”
BackgroundThe effects of undertreated chronic medical illnesses in patients with severe mental disorders.
Fagiolini, A., & Goracci, A. (2009) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.7075su1c.04 · Cited by 205 · see citing works
Palmier‐Claus, J. E., Ainsworth, J. D., Machin, M., Barrowclough, C., Dunn, G., Barkus, E., Rogers, A. E., Wykes, T., Kapur, S., Buchan, I. E., et al. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-172 · Cited by 189 · see citing works
Smartphone data as objective measures of bipolar disorder symptoms
Faurholt-Jepsen, M., Frost, M., Vinberg, M., Christensen, E. M., Bardram, J. E., & Kessing, L. V. (2014) · Psychiatry Research · doi:10.1016/j.psychres.2014.03.009 · Cited by 185 · see citing works
Bopp, J. M., Miklowitz, D. J., Goodwin, G. M., Stevens, W., Rendell, J. M., & Geddes, J. R. (2010) · Bipolar Disorders · doi:10.1111/j.1399-5618.2010.00807.x · Cited by 181 · see citing works
Gowen, K., Deschaine, M., Gruttadara, D., & Markey, D. (2012) · Psychiatric Rehabilitation Journal · doi:10.2975/35.3.2012.245.250 · Cited by 177 · see citing works
The Effectiveness of Telemental Health Applications: A Review
Hailey, D., Roine, R., & Ohinmaa, A. (2008) · The Canadian Journal of Psychiatry · doi:10.1177/070674370805301109 · Cited by 176 · see citing works
Internet peer support for individuals with psychiatric disabilities: a randomized controlled trial
Kaplan, K., Salzer, M. S., Solomon, P., Brusilovskiy, E., & Cousounis, P. (2011) · Social Science & Medicine · doi:10.1016/j.socscimed.2010.09.037 · Cited by 167 · see citing works
Ainsworth, 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
Rotondi, A. J., Anderson, C. M., Haas, G. L., Eack, S. M., Spring, M. B., Ganguli, R., Newhill, C., & Rosenstock, J. (2010) · Psychiatric Services · doi:10.1176/ps.2010.61.11.1099 · Cited by 158 · cited 1× · see citing works
“Few studies included clinical or health outcomes other than measures of illness symptoms (Rotondi et al., 2010; Rotondi et al., 2005), depression (Alvarez-Jimenez et al., 2013; Baikie et al., 2012; Proudfoot et al., 2012), distress (Kaplan et al., 2011), quality of life (Poole et al., 2012; Smith…”
BackgroundDickerson, F., McNary, S. W., Brown, C. H., Kreyenbuhl, J. A., Goldberg, R. W., & Dixon, L. B. (2003) · Medical Care · doi:10.1097/01.mlr.0000053440.18761.f0 · Cited by 155 · see citing works
Baikie, K. A., Geerligs, L., & Wilhelm, K. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.11.032 · Cited by 150 · see citing works
Proudfoot, J., Parker, G., Manicavasagar, V., Hadzi-Pavlovic, D., Whitton, A., Nicholas, J., Smith, M., & Burckhardt, R. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2012.04.007 · Cited by 146 · see citing works
Naslund, J. A., Aschbrenner, K. A., Barre, L. K., & Bartels, S. J. (2015) · Telemedicine and e-Health · doi:10.1089/tmj.2014.0105 · Cited by 144 · see citing works
Self-citationMontes, J. M. G., Medina, E., Gómez-Beneyto, M., & Mauriño, J. (2012) · Psychiatry Research · doi:10.1016/j.psychres.2012.07.034 · Cited by 140 · see citing works
ITAREPS: Information Technology Aided Relapse Prevention Programme in Schizophrenia
Španiel, F., Vohlídka, P., Hrdlička, J., Kožený, J., Novák, T., Motlová, L. B., Cermak, J. K., Bednařík, J., Novák, D., & Höschl, C. (2007) · Schizophrenia Research · doi:10.1016/j.schres.2007.09.005 · Cited by 135 · see citing works
Viswanath, K., Nagler, R. H., Bigman, C. A., McCauley, M. P., Jung, M., & Ramanadhan, S. (2012) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-12-0852 · Cited by 129 · see citing works
Bauer, M., Grof, P., Gyulai, L., Rasgon, N., Glenn, T., & Whybrow, P. C. (2004) · Bipolar Disorders · doi:10.1046/j.1399-5618.2003.00085.x · Cited by 122 · see citing works
Mobile health (mHealth) for mental health in Asia: Objectives, strategies, and limitations
Brian, R. M., & Ben-Zeev, D. (2014) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2014.04.006 · Cited by 121 · see citing works
Sims, H., Sanghara, H., Hayes, D., Wandiembe, S., Finch, M., Jakobsen, H., Tsakanikos, E., Okocha, C. I., & Kravariti, E. (2012) · Psychiatric Services · doi:10.1176/appi.ps.201100211 · Cited by 119 · see citing works
Acosta, F. J., Bosch, E., Sarmiento, G., Juanes, N., Caballero-Hidalgo, A., & Mayans, T. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.09.007 · Cited by 119 · 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
Pijnenborg, G. H. M., Withaar, F. K., Brouwer, W., Timmerman, M. E., van den Bosch, R. J., & Evans, J. J. (2009) · British Journal of Clinical Psychology · doi:10.1348/014466509x467828 · Cited by 108 · see citing works
McInnes, D. K., Li, A. E., & Hogan, T. P. (2013) · American Journal of Public Health · doi:10.2105/ajph.2013.301623 · Cited by 107 · see citing works
Rotondi, A. J., Eack, S. M., Hanusa, B. H., Spring, M. B., & Haas, G. L. (2013) · Schizophrenia Bulletin · doi:10.1093/schbul/sbt194 · Cited by 106 · see citing works
Smith, D. J., Griffiths, E., Poole, R., di Florio, A., Barnes, E., Kelly, M. J., Craddock, N., Hood, K., & Simpson, S. (2011) · Bipolar Disorders · doi:10.1111/j.1399-5618.2011.00949.x · Cited by 102 · see citing works
E–Mental Health Self-Management for Psychotic Disorders: State of the Art and Future Perspectives
van der Krieke, L., Wunderink, L., Emerencia, A. C., de Jonge, P., & Sytema, S. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201300050 · Cited by 98 · see citing works
Borzekowski, D. L. G., Leith, J. E., Medoff, D. R., Potts, W., Dixon, L. B., Balis, T. G., Hackman, A. L., & Himelhoch, S. S. (2009) · Psychiatric Services · doi:10.1176/ps.2009.60.9.1265 · Cited by 94 · 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
Depp, C. A., Kim, D. H., de Dios, L. V., Wang, V., & Ceglowski, J. (2012) · Journal of Dual Diagnosis · doi:10.1080/15504263.2012.723318 · Cited by 84 · see citing works
Kane, J. M., Perlis, R. H., DiCarlo, L. A., Au-Yeung, K., Duong, J., & Petrides, G. (2013) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.12m08222 · Cited by 81 · cited 2× · see citing works
“…opening to monitor medication adherence (Acosta et al., 2009; Frangou et al., 2005), one involved ingestible digital tablets tracked using a wearable sensor (Kane et al., 2013), and one was a PDA delivered intervention for improving treatment adherence in bipolar disorder (Wenze et al., 2014).”
MethodWenze, S. J., Armey, M. F., & Miller, I. W. (2014) · Behavior Modification · doi:10.1177/0145445513518421 · Cited by 78 · see citing works
Zurovac, D., Okello, G. O., Kigen, S., Mbithi, A., Muturi, A., Snow, R. W., & Nyandigisi, A. J. (2013) · Globalization and Health · doi:10.1186/1744-8603-9-20 · Cited by 73 · see citing works
Španiel, F., HRDLIČKA, J., Novák, T., Kožený, J., Höschl, C., Mohr, P., & Motlová, L. B. (2012) · Journal of Psychiatric Practice · doi:10.1097/01.pra.0000416017.45591.c1 · Cited by 71 · see citing works
Telemonitoring of Medication Adherence in Patients with Schizophrenia
Frangou, S., Sachpazidis, I., Stassinakis, A., & Sakas, G. (2005) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2005.11.675 · Cited by 68 · see citing works
An Online Recovery Plan Program: Can Peer Coaching Increase Participation?
Simon, G. E., Ludman, E. J., Goodale, L. C., Dykstra, D. M., Stone, E., Cutsogeorge, D., Operskalski, B., Savarino, J., & Pabiniak, C. (2011) · Psychiatric Services · doi:10.1176/ps.62.6.pss6206_0666 · Cited by 62 · see citing works
Poole, R., Simpson, S. A., & Smıth, D. J. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-139 · Cited by 60 · see citing works
Predictors of Self-Stigma in Schizophrenia: New Insights Using Mobile Technologies
Ben‐Zeev, D., Frounfelker, R. L., Morris, S. B., & Corrigan, P. W. (2012) · Journal of Dual Diagnosis · doi:10.1080/15504263.2012.723311 · Cited by 57 · see citing works
Kaplan, K., Solomon, P., Salzer, M. S., & Brusilovskiy, E. (2014) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000080 · Cited by 57 · see citing works
Španiel, F., Vohlídka, P., Kožený, J., Novák, T., Hrdlička, J., Motlová, L. B., Cermak, J. K., & Höschl, C. (2008) · International Journal of Clinical Practice · doi:10.1111/j.1742-1241.2008.01903.x · Cited by 56 · see citing works
Technology-enhanced monitoring in psychotherapy and e-mental health
Bauer, S., & Moessner, M. (2012) · Journal of Mental Health · doi:10.3109/09638237.2012.667886 · Cited by 54 · see citing works
Towards smart phone based monitoring of bipolar disorder
Grünerbl, A., Oleksy, P., Bahle, G., Häring, C., Weppner, J., & Lukowicz, P. (2012) · ACM Workshop on Mobile Systems, Applications, and Services for Healthcare (mHealthSys) · doi:10.1145/2396276.2396280 · Cited by 53 · see citing works
Gleeson, J., Lederman, R., Wadley, G., Bendall, S., McGorry, P. D., & Álvarez‐Jiménez, M. (2014) · Psychiatric Services · doi:10.1176/appi.ps.201300078 · Cited by 50 · see citing works
Pratt, S. I., Bartels, S. J., Mueser, K. T., Naslund, J. A., Wolfe, R. S., Pixley, H. S., & Josephson, L. (2013) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000022 · Cited by 49 · see citing works
Self-citationA randomized comparison of online and paper mood charts for people with bipolar disorder
Lieberman, D. Z., Kelly, T. F., Douglas, L., & Goodwin, F. K. (2010) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.10.019 · Cited by 42 · see citing works
Do smoking cessation websites meet the needs of smokers with severe mental illnesses?
Brunette, M. F., Ferron, J. C., Devitt, T. S., Geiger, P., Martin, W. M., Pratt, S. I., Santos, M., & McHugo, G. J. (2011) · Health Education Research · doi:10.1093/her/cyr092 · Cited by 41 · see citing works
Self-citationAssessment and treatment of suicide risk in schizophrenia
Pompili, M., Lester, D., Innamorati, M., Tatarelli, R., & Girardi, P. (2007) · Expert Review of Neurotherapeutics · doi:10.1586/14737175.8.1.51 · Cited by 40 · see citing works
Beebe, L. H., Smith, K., & Phillips, C. (2014) · Issues in Mental Health Nursing · doi:10.3109/01612840.2013.863412 · Cited by 40 · see citing works
Komatsu, H., Sekine, Y., Okamura, N., Kanahara, N., Okita, K., Matsubara, S., Hirata, T., Komiyama, T., Watanabe, H., Minabe, Y., et al. (2013) · Schizophrenia Research · doi:10.1016/j.schres.2013.08.007 · Cited by 37 · see citing works
Home telemental health implementation and outcomes using electronic messaging
Godleski, L., Cervone, D. J., Vogel, D. C., & Rooney, M. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.100919 · Cited by 36 · see citing works
Jones, S. H., Calam, R. M., Sanders, M. R., Diggle, P. J., Dempsey, R. C., & Sadhnani, V. (2013) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s135246581300009x · Cited by 34 · see citing works
Associations between community characteristics and psychiatric admissions in an urban area
Simone, C., Losert, C., Schmauss, M., & Kilian, R. (2013) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-013-0667-1 · Cited by 29 · see citing works
Palmier-Claus, J., Ainsworth, J. D., Machin, M., Dunn, G., Barkus, E., Barrowclough, C., Rogers, A., & Lewis, S. (2013) · Archives of Suicide Research · doi:10.1080/13811118.2013.805647 · Cited by 26 · see citing works
Automated telehealth for managing psychiatric instability in people with serious mental illness
Pratt, S. I., Naslund, J. A., Wolfe, R. S., Santos, M. M., & Bartels, S. J. (2014) · Journal of Mental Health · doi:10.3109/09638237.2014.928403 · Cited by 26 · see citing works
Self-citationLieberman, D. Z., Swayze, S., & Goodwin, F. K. (2011) · Psychiatric Services · doi:10.1176/ps.62.11.pss6211_1267 · Cited by 25 · see citing works
Palmier‐Claus, J. E., Taylor, P. J., Ainsworth, J. D., Machin, M., Dunn, G., & Lewis, S. W. (2013) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12064 · Cited by 21 · see citing works
Remediation in adolescent onset: results of a randomised control trial
Wykes, T., Newton, E. K., Landau, S., Rice, C. D., Thompson, N., & Frangou, S. (2007) · Research Portal (King's College London) · doi:10.1093/schbul/sbm004 · Cited by 4 · see citing works
Maiga, D. D. (2011) · L information psychiatrique · doi:10.3917/inpsy.8702.0127 · Cited by 3 · see citing works
Development of a recovery manual for suicidal patients with schizophrenia
Kasckow, J. W., Appelt, C. J., Haas, G. L., et al. (2011) · Schizophrenia Research · doi:10.1016/j.schres.2011.04.002 · Cited by 3 · see citing works
Flagged first, then by citations
1 of the 74 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Ainsworth J, 2013, J Med Intern Res, 15, e60
- Dickerson FB, 2003, Med Care, 41, 560
- Pratt SI, 2014, J Ment Health
Cited by
Sorted by citations
The future of mental health care: peer-to-peer support and social media
Naslund, J. A., Aschbrenner, K. A., Marsch, L. A., & Bartels, S. J. (2016) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796015001067 · Cited by 1,180 · see citing works
Self-citationObjective user engagement with mental health apps: systematic search and panel-based usage analysis
Baumel, A., Muench, F., Edan, S., & Kane, J. M. (2019) · Journal of Medical Internet Research · doi:10.2196/14567 · Cited by 965 · see citing works
Hollis, C., Falconer, C. J., Martin, J. L., Whittington, C., Stockton, S., Glazebrook, C., & Davies, E. B. (2017) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12663 · Cited by 846 · see citing works
Experience sampling methodology in mental health research: new insights and technical developments.
Myin‐Germeys, I., Kasanova, Z., Vaessen, T., Vachon, H., Kirtley, O., Viechtbauer, W., & Reininghaus, U. (2018) · World Psychiatry · doi:10.1002/wps.20513 · Cited by 709 · see citing works
Iribarren, S. J., Cato, K., Falzon, L., & Stone, P. W. (2017) · PLOS ONE · doi:10.1371/journal.pone.0170581 · Cited by 519 · see citing works
Rathbone, A. L., & Prescott, J. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7740 · Cited by 497 · see citing works
Remote patient monitoring: a comprehensive study
Malasinghe, L. P., Ramzan, N., & Dahal, K. (2019) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-017-0598-x · Cited by 534 · see citing works
Philippe, T. J., Sikder, N., Jackson, A., Koblanski, M. E., Liow, E., Pilarinos, A., & Vasarhelyi, K. (2022) · JMIR Mental Health · doi:10.2196/35159 · Cited by 436 · see citing works
Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses
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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
Mobile Health in Remote Patient Monitoring for Chronic Diseases: Principles, Trends, and Challenges
El-Rashidy, N. M., El–Sappagh, S., Islam, S. M. R., El-Bakry, H. M., & Abdelrazek, S. M. (2021) · Diagnostics · doi:10.3390/diagnostics11040607 · Cited by 274 · 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
Berry, N., Lobban, F., & Bucci, S. (2019) · BMC Psychiatry · doi:10.1186/s12888-018-1979-1 · Cited by 170 · see citing works
Naslund, J. A., Shidhaye, R., & Patel, V. (2019) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000217 · Cited by 159 · see citing works
Self-citationBaumel, A., & Kane, J. M. (2018) · Journal of Medical Internet Research · doi:10.2196/11491 · Cited by 131 · see citing works
Providing Human Support for the Use of Digital Mental Health Interventions: Systematic Meta-review
Werntz, A., Amado, S., Jasman, M., Ervin, A., & Rhodes, J. E. (2023) · Journal of Medical Internet Research · doi:10.2196/42864 · Cited by 158 · see citing works
Matcham, F., Pietro, C. B. D. S., Bulgari, V., de Girolamo, G., Dobson, R., Eriksson, H., Folarin, A., Haro, J. M., Kerz, M., Lamers, F., et al. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2049-z · Cited by 141 · see citing works
Aref-Adib, G., McCloud, T., Ross, J., O'Hanlon, P., Appleton, V., Rowe, S., Murray, E., Johnson, S., & Lobban, F. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30302-x · Cited by 118 · see citing works
Baumel, A., Edan, S., & Kane, J. M. (2019) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz147 · Cited by 143 · see citing works
Carter, H., Araya, R., Anjur, K. I., Deng, D., & Naslund, J. A. (2020) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2020.12.016 · Cited by 155 · see citing works
Self-citationAbaza, H., & Marschollek, M. (2017) · Methods of Information in Medicine · doi:10.3414/me17-05-0003 · Cited by 138 · see citing works
Muench, F. J., & Baumel, A. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7463 · Cited by 138 · see citing works
How people with serious mental illness use smartphones, mobile apps, and social media.
Naslund, J. A., Aschbrenner, K. A., & Bartels, S. J. (2016) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000207 · Cited by 126 · see citing works
Self-citationWearable Devices and Smartphones for Activity Tracking Among People with Serious Mental Illness
Naslund, J., Aschbrenner, K., & Bartels, S. (2016) · Mental Health and Physical Activity · doi:10.1016/j.mhpa.2016.02.001 · Cited by 121 · see citing works
Self-citationNaslund, J. A., Aschbrenner, K. A., McHugo, G. J., Unützer, J., Marsch, L. A., & Bartels, S. J. (2019) · Early Intervention in Psychiatry · doi:10.1111/eip.12496 · Cited by 134 · see citing works
Self-citationBaumel, A., & Yom-Tov, E. (2018) · Translational Behavioral Medicine · doi:10.1093/tbm/ibx037 · Cited by 128 · see citing works
Dubad, M., Winsper, C., Meyer, C., Livanou, M., & Marwaha, S. (2017) · Psychological Medicine · doi:10.1017/s0033291717001659 · Cited by 120 · see citing works
Peer Support: a Human Factor to Enhance Engagement in Digital Health Behavior Change Interventions
Fortuna, K. L., Brooks, J., Umucu, E., Walker, R., & Chow, P. I. (2019) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-019-00105-x · Cited by 117 · see citing works
Aschbrenner, K. A., Naslund, J. A., Tomlinson, E. F., Kinney, A., Pratt, S. I., & Brunette, M. F. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00178 · Cited by 99 · see citing works
Self-citationNaslund, J. A., Aschbrenner, K. A., Kim, S. J., McHugo, G. J., Unützer, J., Bartels, S. J., & Marsch, L. A. (2017) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000246 · Cited by 94 · see citing works
Self-citationExperiences of Remote Mood and Activity Monitoring in Bipolar Disorder: A Qualitative Study
Saunders, K. E. A., Bilderbeck, A. C., Panchal, P., Atkinson, L. Z., Geddes, J. R., & Goodwin, G. M. (2017) · European Psychiatry · doi:10.1016/j.eurpsy.2016.11.005 · Cited by 91 · see citing works
Biagianti, B., Quraishi, S. H., & Schlosser, D. A. (2018) · Psychiatric Services · doi:10.1176/appi.ps.201700283 · Cited by 90 · see citing works
Review of Use of Asynchronous Technologies Incorporated in Mental Health Care
Chan, S. R., Li, L., Torous, J. B., Gratzer, D., & Yellowlees, P. (2018) · Current Psychiatry Reports · doi:10.1007/s11920-018-0954-3 · Cited by 90 · see citing works
Lawes-Wickwar, S., McBain, H., & Mulligan, K. (2018) · JMIR Mental Health · doi:10.2196/mental.8816 · Cited by 78 · see citing works
“Further evidence suggests that the use of telephones has a beneficial impact on adherence over interventions that do not use technology, for example, psychoeducation for patients who are nonadherent due to forgetfulness [59].”
Naslund, J. A., Aschbrenner, K. A., Scherer, E. A., McHugo, G. J., Marsch, L. A., & Bartels, S. J. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.06.056 · Cited by 86 · see citing works
Self-citationIntegrated Care for Older Adults with Serious Mental Illness and Medical Comorbidity
Bartels, S. J., DiMilia, P. R., Fortuna, K. L., & Naslund, J. A. (2017) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2017.10.012 · Cited by 86 · see citing works
Self-citationOspina-Pinillos, L., Davenport, T., Ricci, C. S., Milton, A., Scott, E., & Hickie, I. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9716 · Cited by 81 · see citing works
Matis, J., Svetlak, M., Slezackova, A., Svoboda, M., & Šumec, R. (2020) · doi:10.2196/preprints.20709 · Cited by 81 · see citing works
Mitchell, L. M., Joshi, U., Patel, V., Lu, C., & Naslund, J. A. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.01.092 · Cited by 80 · see citing works
Self-citationXu, D. R., Xiao, S., He, H., Caine, E. D., Gloyd, S. S., Simoni, J. M., Hughes, J. P., Nie, J., Lin, M., He, W., et al. (2019) · PLoS Medicine · doi:10.1371/journal.pmed.1002785 · Cited by 81 · see citing works
New Technologies for the Understanding, Assessment, and Intervention of Emotion Regulation
Colombo, D., Fernández-Álvarez, J., García Palacios, A., Cipresso, P., Botella, C., & Riva, G. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01261 · Cited by 75 · see citing works
Merchant, R., Torous, J., Rodriguez-Villa, E., & Naslund, J. A. (2020) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000626 · Cited by 70 · see citing works
“On the other hand, recent studies suggest that commercially available digital platforms, such as apps, are not often rigorously tested and could even harm an at-risk population 17].”
BackgroundSelf-citationWilliams, A., Fossey, E., Farhall, J., Foley, F., & Thomas, N. (2018) · JMIR Mental Health · doi:10.2196/mental.9934 · Cited by 76 · see citing works
Eisner, E., Drake, R. J., Berry, N., Barrowclough, C., Emsley, R., Machin, M., & Bucci, S. (2019) · JMIR mHealth and uHealth · doi:10.2196/11568 · Cited by 73 · see citing works
Aschbrenner, K., Naslund, J., Shevenell, M. D., Mueser, K., & Bartels, S. (2016) · Psychiatric quarterly · doi:10.1007/s11126-015-9395-x · Cited by 95 · see citing works
Self-citationWhiteman, K. L., Naslund, J. A., DiNapoli, E. A., BRUCE, M. L., & Bartels, S. J. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201500521 · Cited by 73 · see citing works
Self-citationDepp, C. A., Perivoliotis, D., Holden, J. L., Dorr, J., & Granholm, E. L. (2018) · Schizophrenia Bulletin · doi:10.1093/schbul/sby135 · Cited by 72 · see citing works
Miu, A. S., Vo, H. T., Palka, J. M., Glowacki, C. R., & Robinson, R. J. (2020) · Counselling Psychology Quarterly · doi:10.1080/09515070.2020.1791800 · Cited by 71 · see citing works
Fortuna, K. L., Lohman, M. C., Gill, L. E., BRUCE, M. L., & Bartels, S. J. (2017) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2016.12.007 · Cited by 69 · see citing works
Self-citationThe role of digital health technologies in management of pain in older people: An integrative review
Vandersman, P., & Phillips, J. L. (2016) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2016.08.008 · Cited by 69 · see citing works
Economic evaluation and costs of telepsychiatry programmes: A systematic review
Naslund, J. A., Mitchell, L. M., Joshi, U., Nagda, D., & Lu, C. (2022) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x20938919 · Cited by 64 · see citing works
Self-citationEfficacy of digital technologies aimed at enhancing emotion regulation skills: Literature review
Jadhakhan, F., Blake, H., Hett, D., & Marwaha, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.809332 · Cited by 67 · see citing works
Kaonga, N., & Morgan, J. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.112594 · Cited by 67 · see citing works
Westergaard, R. P., Genz, A., Panico, K., Surkan, P. J., Keruly, J. C., Hutton, H. E., Chang, L. W., & Kirk, G. D. (2017) · Addiction Science & Clinical Practice · doi:10.1186/s13722-017-0076-y · Cited by 63 · see citing works
Telehealth Use By Persons with Disabilities During the COVID-19 Pandemic
Friedman, C., & VanPuymbrouck, L. H. (2021) · International Journal of Telerehabilitation · doi:10.5195/ijt.2021.6402 · Cited by 64 · see citing works
Bartels, S. J., Baggett, T. P., Freudenreich, O., & Bird, B. L. (2020) · Psychiatric Services · doi:10.1176/appi.ps.202000244 · Cited by 63 · see citing works
Self-citationChiauzzi, E. J., Clayton, A. R., & Huh, J. (2020) · JMIR Mental Health · doi:10.2196/24021 · Cited by 62 · see citing works
Biagianti, B., Hidalgo‐Mazzei, D., & Meyer, N. (2017) · Evidence-Based Mental Health · doi:10.1136/eb-2017-102765 · Cited by 60 · see citing works
Wozney, L., Newton, A. S., Gehring, N. D., Bennett, K., Huguet, A., Hartling, L., Dyson, M. P., & McGrath, P. (2017) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-017-0474-9 · Cited by 58 · see citing works
Hughto, J. M. W., Peterson, L., Perry, N. S., Donoyan, A., Mimiaga, M. J., Nelson, K. M., & Pantalone, D. W. (2020) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2020.108163 · Cited by 58 · see citing works
McKnight, R. F., Bilderbeck, A. C., Miklowitz, D. J., Hinds, C., Goodwin, G. M., & Geddes, J. R. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.07.029 · Cited by 58 · see citing works
A Future Research Agenda for Digital Geriatric Mental Healthcare
Fortuna, K. L., Torous, J. B., Depp, C. A., Jimenez, D. E., Areán, P. A., Walker, R., Ajilore, O., Goldstein, C. M., Cosco, T. D., Brooks, J., et al. (2019) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2019.05.013 · Cited by 54 · see citing works
Self-citationOver promised, over-sold and underperforming? – e-health in mental health
Wykes, T., & Brown, M. (2016) · Journal of Mental Health · doi:10.3109/09638237.2015.1124406 · Cited by 52 · see citing works
Ambulatory assessment for precision psychiatry: Foundations, current developments and future avenues
Reichert, M., Gan, G., Renz, M. P., Braun, U., Brüßler, S., Timm, I., Ma, R., Berhe, O., Benedyk, A., Moldavski, A., et al. (2021) · Experimental Neurology · doi:10.1016/j.expneurol.2021.113807 · Cited by 55 · see citing works
Gäebel, W., Großimlinghaus, I., Kerst, A., Cohen, Y., Hinsche-Böckenholt, A., Johnson, B., Mucić, D., Petrea, I., Wulf Rössler, A., Thornicroft, G., et al. (2016) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-016-0677-6 · 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
Self-citationNaslund, J. A., & Aschbrenner, K. A. (2019) · Psychiatric Services · doi:10.1176/appi.ps.201800520 · Cited by 54 · see citing works
Self-citationHswen, Y., Naslund, J. A., Brownstein, J. S., & Hawkins, J. B. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-017-9559-y · Cited by 48 · see citing works
Self-citationNaslund, J., Aschbrenner, K., Marsch, L., & Bartels, S. (2016) · Digital Health · doi:10.1177/2055207616654822 · Cited by 43 · see citing works
Self-citationGammon, D., Strand, M., Eng, L. S., Børøsund, E., Varsi, C., & Ruland, C. M. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7524 · Cited by 43 · see citing works
Digital health behaviour change interventions in severe mental illness: a systematic review
Sawyer, C. S., McKeon, G., Hassan, L., Onyweaka, H., Agulleiro, L. M. M., Guinart, D., Torous, J. B., & Firth, J. (2023) · Psychological Medicine · doi:10.1017/s0033291723002064 · Cited by 43 · see citing works
Domain Adapted Word Embeddings for Improved Sentiment Classification
Sarma, P. K., Liang, Y., & Sethares, B. (2018) · Proceedings of the conference - Association for Computational Linguistics. Meeting · doi:10.18653/v1/p18-2007 · Cited by 42 · see citing works
Arnold, C., Williams, A., & Thomas, N. (2020) · JMIR Mental Health · doi:10.2196/16730 · Cited by 42 · see citing works
User Perspectives of Mood-Monitoring Apps Available to Young People: Qualitative Content Analysis
Widnall, E., Grant, C., Wang, T., Cross, L., Velupillai, S. U., Roberts, A., Stewart, R. J., Simonoff, E. A., & Downs, J. M. (2020) · JMIR mhealth and uhealth · doi:10.2196/18140 · Cited by 43 · see citing works
Tomorrow's world: current developments in the therapeutic use of technology for psychosis
O'Hanlon, P., Aref-Adib, G., Fonseca, A., Lloyd‐Evans, B., Osborn, D., & Johnson, S. (2016) · BJPsych Advances · doi:10.1192/apt.bp.115.014654 · Cited by 41 · see citing works
Baumel, A., Torous, J. B., Edan, S., & Kane, J. M. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.05.011 · Cited by 40 · see citing works
Funnell, E. L., Spadaro, B., Martin-Key, N. A., Metcalfe, T., & Bahn, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.857304 · Cited by 41 · see citing works
Allen, S. F., Wetherell, M. A., & Smith, M. A. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2019.112697 · Cited by 39 · see citing works
Terp, 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
Glover, A. C., Schueller, S. M., Winiarski, D. A., Smith, D. L., Karnik, N. S., & Zalta, A. K. (2019) · JMIR Mental Health · doi:10.2196/15144 · Cited by 40 · see citing works
Bradstreet, S., Allan, S., & Gumley, A. I. (2019) · Journal of Mental Health · doi:10.1080/09638237.2019.1630727 · Cited by 39 · see citing works
Challenges and standardisation strategies for sensor-based data collection for digital phenotyping
Alam, N. B., Surani, M., Das, C. K., Giacco, D., Singh, S. P., & Jilka, S. (2025) · Communications Medicine · doi:10.1038/s43856-025-01013-3 · Cited by 41 · see citing works
Onyeaka, H., Firth, J., Kessler, R. C., Lovell, K., & Torous, J. B. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.114120 · Cited by 40 · see citing works
Liu, N., Kim, J., Jung, Y., Arisy, A., Nicdao, M. A., Mikaheal, M., Baldacchino, T., Khadra, M. H., & Sud, K. (2017) · JMIR Human Factors · doi:10.2196/humanfactors.7078 · Cited by 38 · see citing works
Gumley, A. I., Bradstreet, S., Ainsworth, J. D., Allan, S., Álvarez‐Jiménez, M., Birchwood, M. J., Briggs, A. H., Bucci, S., Cotton, S., Engel, L., et al. (2022) · Health Technology Assessment · doi:10.3310/hlze0479 · Cited by 37 · 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
Caught in the Act: Predicting Cheating in Unproctored Knowledge Assessment
Steger, D., Schroeders, U., & Wilhelm, O. (2020) · Assessment · doi:10.1177/1073191120914970 · Cited by 34 · see citing works
The Affordable Care Act, Accountable Care Organizations, and Mental Health Care for Older Adults
Bartels, S. J., Gill, L. E., & Naslund, J. A. (2015) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000086 · Cited by 34 · see citing works
Self-citationStrand, M., Gammon, D., & Ruland, C. M. (2017) · BMC Health Services Research · doi:10.1186/s12913-017-2176-5 · Cited by 33 · see citing works
Rathbone, A. L., & Prescott, J. (2018) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/appi.focus.16406 · Cited by 36 · see citing works
Predictors of overall and mental health-related internet use in adults with psychosis
Villagonzalo, K.-A., Arnold, C., Farhall, J., Rossell, S. L., Foley, F., & Thomas, N. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.05.034 · Cited by 34 · see citing works
Impacts on and Care of Psychiatric Patients during the Outbreak of COVID-19
Puangsri, P., Jinanarong, V., & Wattanapisit, A. (2021) · Clinical Practice and Epidemiology in Mental Health · doi:10.2174/1745017902117010052 · Cited by 34 · see citing works
Sundram, F., Hawken, S., Stasiak, K., Lucassen, M., Fleming, T., Shepherd, M., Greenwood, A., Osborne, R., & Merry, S. (2017) · JMIR Mental Health · doi:10.2196/mental.5878 · Cited by 33 · see citing works
Storm, M., Fjellså, H. M. H., Skjærpe, J. N., Myers, A. L., Bartels, S. J., & Fortuna, K. L. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18168667 · Cited by 34 · see citing works
Self-citationWang, D., Gopal, S., Baker, S. A., & Narayan, V. A. (2018) · Schizophrenia · doi:10.1038/s41537-018-0056-6 · Cited by 30 · see citing works
Optimization of a Digital Medicine System in Psychiatry
Rohatagi, S., Profit, D., Hatch, A., Zhao, C. Y., Docherty, J. P., & Peters-Strickland, T. S. (2016) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.16m10693 · Cited by 32 · see citing works
Williams, A., Farhall, J., Fossey, E. M., & Thomas, N. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2153-0 · Cited by 32 · see citing works
Jeong, Y. W., Chang, H. J., & Kim, J. A. (2020) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000000592 · Cited by 31 · see citing works
Austin, S. F., Jansen, J. E., Petersen, C. J., Jensen, R. S., & Simonsen, E. H. (2020) · JMIR Mental Health · doi:10.2196/14913 · Cited by 31 · see citing works
Ferrari, M., McIlwaine, S. V., Reynolds, J., Archie, S., Boydell, K., Lal, S., Shah, J. L., Henderson, J. L., Álvarez‐Jiménez, M., Andersson, N., et al. (2020) · JMIR Research Protocols · doi:10.2196/13834 · Cited by 32 · see citing works
- Authors
- Naslund, J. A., Marsch, L. A., McHugo, G. J., & Bartels, S. J.
- Affiliations
- Dartmouth College (US)
- Corresponding author
- Naslund, John A.
- Venue
- Journal of Mental Health
- Publisher
- Informa UK Limited
- Published
- 2015-05-28
- Volume
- 24
- Issue
- 5
- Pages
- 321-332
- ISSN
- 0963-8237 (ISSN-L)
- 1360-0567
- PMC
- PMC4924808
- OpenAlex
- W1771428564
- Semantic Scholar
- c8fe2f882a6b2e11a4b4c37bff2a15849392b7d1
- Cited by
- 327
- References
- 74
- Citations by year
- 2026: 15 · 2025: 17 · 2024: 23 · 2023: 25 · 2022: 26 · 2021: 32 · 2020: 54 · 2019: 39 · 2018: 41 · 2017: 30 · 2016: 21 · 2015: 4
- FWCI
- 4.31
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Mental Health (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R01MH104555)
- National Center for Chronic Disease Prevention and Health Promotion (U48DP005018)
- 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 › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- severe mental illness, mobile health, digital health interventions, schizophrenia, schizoaffective disorder, bipolar disorder, illness self-management, relapse prevention, medication adherence, psychoeducation, recovery, symptom monitoring, feasibility and acceptability, digital mental health
- MeSH terms
- Mental Disorders, Bipolar Disorder, Feasibility Studies, Health Promotion, Humans, Health Knowledge, Attitudes, Practice, Mental Health Services, Psychotic Disorders, Schizophrenia, Telemedicine, Medication Adherence
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