Ecological momentary assessment and intervention in the treatment of psychotic disorders: a systematic review
Abstract
OBJECTIVE: Ecological momentary assessment (EMA) and ecological momentary intervention (EMI) are technologies used to track fluctuations in experiences and prompt behavioral responses within the context of a person's daily life. Most commonly delivered via smartphone, EMA and EMI have potential to provide simple, cost-effective, and user-led treatment for psychotic disorders. This systematic review aimed to synthesize current research exploring the feasibility, acceptability, and clinical outcomes of EMA and EMI in the treatment of psychotic disorders. METHODS: A systematic search was conducted identifying studies published between 1980 and July 7, 2016, by searching PubMed, PsycINFO, PsycARTICLES, and the Cochrane Central Register of Controlled Trials with combinations of search terms related to mobile devices, EMA and EMI, and psychotic disorders. RESULTS: Of 1,623 studies identified, nine met inclusion criteria for the review. These studies found satisfactory feasibility and acceptability and preliminary evidence of improved clinical outcomes. The interventions, which had a broad array of features, targeted remote monitoring of illness and symptoms, and they also targeted illness self-management by using momentary reminders or instructions for behaviors, including medication adherence, management of symptoms and psychosocial impairments, daily living skills, and goal achievement. CONCLUSIONS: The findings of this review provide preliminary support for the clinical utility of EMA and EMI in the treatment of psychotic disorders. Future research should explore further applications of these technologies with larger sample sizes and controlled designs.
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Recent reviews indicate that EMA is an acceptable and feasible data collection method in psychiatric samples.
“These reviews indicate that EMA is an acceptable and feasible data collection method in psychiatric samples as well”
From Don't Miss the Moment: A Systematic Review of Ecological Momentary Assessment in Suicide Research (2022) · cites this paper as [15]
Cites
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00136 · Cited by 10,349 · see citing works
Downs, S. H., & Black, N. (1998) · Journal of Epidemiology and Community Health · doi:10.1136/jech.52.6.377 · Cited by 8,252 · see citing works
Ecological momentary assessment
Shiffman, S., Stone, A. A., & Hufford, M. R. (2008) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091415 · Cited by 6,454 · see citing works
Heron, K. E., & Smyth, J. M. (2010) · British Journal of Health Psychology · doi:10.1348/135910709x466063 · Cited by 1,438 · see citing works
mHealth for mental health: Integrating smartphone technology in behavioral healthcare.
Luxton, D. D., McCann, R. A., Bush, N. E., Mishkind, M. C., & Reger, G. M. (2011) · Professional Psychology: Research and Practice · doi:10.1037/a0024485 · Cited by 809 · see citing works
Harnessing context sensing to develop a mobile intervention for depression
Burns, M. N., Begale, M., Duffecy, J., Gergle, D., Karr, C. J., Giangrande, E., & Mohr, D. C. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1838 · Cited by 646 · cited 1× · see citing works
“This potential was demonstrated by Burns and colleagues (32), who developed an algorithm capable of predicting a variety of psychological states and contexts (for example, mood, motivational states, activity, and social context) on the basis of sensor data (for example, location, light, and recent calls) collected via…”
BackgroundTrull, T. J., & Ebner-Priemer, U. W. (2009) · Psychological Assessment · doi:10.1037/a0017653 · Cited by 550 · 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
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
Recovery and Severe Mental Illness: Description and Analysis
Drake, R. E., & Whitley, R. (2014) · The Canadian Journal of Psychiatry · doi:10.1177/070674371405900502 · Cited by 322 · cited 1× · see citing works
“Online and smartphonebased modalities of delivery offer opportunities for simple, accessible interventions, facilitating dissemination; they also offer a way to empower service users to take an active role in mental health management as a key element of their recovery (6).”
BackgroundKramer, I., Simons, C. J. P., Hartmann, J. A., Menne-Lothmann, C., Viechtbauer, W., Peeters, F., Schruers, K., van Bemmel, A. L., Myin-Germeys, I., Delespaul, P., et al. (2014) · World Psychiatry · doi:10.1002/wps.20090 · Cited by 306 · see citing works
Use of Mobile Phone Text Message Reminders in Health Care Services: A Narrative Literature Review
Kannisto, K. A., Koivunen, M. H., & Välimäki, M. A. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3442 · Cited by 302 · 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
Torous, J., Friedman, R., & Keshavan, M. (2014) · JMIR mHealth and uHealth · doi:10.2196/mhealth.2994 · Cited by 287 · see citing works
Smartphone Apps for Schizophrenia: A Systematic Review
Firth, J., & Torous, J. (2015) · JMIR mHealth and uHealth · doi:10.2196/mhealth.4930 · Cited by 268 · see citing works
Mobile 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
Wang, R., Aung, M. S. H., Abdullah, S., Brian, R., Campbell, A. T., Choudhury, T., Hauser, M., Kane, J., Merrill, M., Scherer, E. A., et al. (2016) · Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing · doi:10.1145/2971648.2971740 · Cited by 257 · 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
Ecological momentary interventions in psychiatry
Myin‐Germeys, I., Klippel, A., Steinhart, H., & Reininghaus, U. (2016) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000255 · Cited by 223 · 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
Mobile phones as medical devices in mental disorder treatment: an overview
Gravenhorst, F., Muaremi, A., Bardram, J. E., Grünerbl, A., Mayora, O., Wurzer, G., Frost, M. M., Osmani, V., Bert Arnrich, A., Lukowicz, P., et al. (2014) · Personal and Ubiquitous Computing · doi:10.1007/s00779-014-0829-5 · Cited by 196 · see citing works
Feasibility and Validity of Computerized Ecological Momentary Assessment in Schizophrenia
Granholm, E. L., Loh, C., & Swendsen, J. D. (2007) · Schizophrenia Bulletin · doi:10.1093/schbul/sbm113 · Cited by 190 · 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
From Environment to Therapy in Psychosis: A Real-World Momentary Assessment Approach
Myin‐Germeys, I., Birchwood, M. J., & Kwapil, T. R. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbq164 · Cited by 177 · see citing works
Park, L. G., Howie‐Esquivel, J., & Dracup, K. (2014) · Journal of Advanced Nursing · doi:10.1111/jan.12400 · Cited by 166 · cited 1× · see citing works
“Exclusion criteria were as follows: the sole focus of the EMIwas for medication reminders, because these have been reviewed elsewhere (40,41); the study was a neuroimaging or biomedical investigation; and the study was a case study, review, thesis, or book chapter.”
BackgroundAinsworth, 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
Mojtabai, R., Fochtmann, L. J., Chang, S.-W., Kotov, R., Craig, T., & Bromet, E. J. (2009) · Schizophrenia Bulletin · doi:10.1093/schbul/sbp045 · 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
Kimhy, D., Delespaul, P., Corcoran, C. M., Ahn, H., Yale, S. A., & Malaspina, D. (2005) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2005.09.007 · Cited by 148 · see citing works
Momentary assessment research in psychosis.
Oorschot, M., Kwapil, T. R., Delespaul, P., & Myin‐Germeys, I. (2009) · Psychological Assessment · doi:10.1037/a0017077 · Cited by 146 · see citing works
Ben-Zeev, D., Scherer, E. A., Gottlieb, J. D., Rotondi, A. J., Brunette, M. F., Achtyes, E. D., Mueser, K. T., Gingerich, S., Brenner, C. J., Begale, M., et al. (2016) · JMIR Mental Health · doi:10.2196/mental.6348 · Cited by 137 · 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
Metacognition, Self-Reflection and Recovery In Schizophrenia
Lysaker, P. H., Vohs, J. L., Ballard, R., Fogley, R., Salvatore, G., Popolo, R., & Dimaggio, G. (2013) · Future Neurology · doi:10.2217/fnl.12.78 · Cited by 134 · see citing works
Proudfoot, J. (2013) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867412471441 · Cited by 126 · 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
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
Schlosser, D., Campellone, T., Kim, D., Truong, B., Vergani, S., Ward, C., & Vinogradov, S. (2016) · JMIR Research Protocols · doi:10.2196/resprot.5450 · Cited by 103 · see citing works
Reininghaus, U., Depp, C. A., & Myin‐Germeys, I. (2015) · Schizophrenia Bulletin · doi:10.1093/schbul/sbv193 · Cited by 102 · see citing works
Palmtop computer‐assisted group therapy for social phobia
Przeworski, A., & Newman, M. G. (2003) · Journal of Clinical Psychology · doi:10.1002/jclp.10246 · Cited by 86 · see citing works
Mobile Assessment Guide for Research in Schizophrenia and Severe Mental Disorders
Kimhy, D., Myin‐Germeys, I., Palmier‐Claus, J. E., & Swendsen, J. D. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr186 · Cited by 84 · see citing works
Simons, C. J. P., Hartmann, J. A., Kramer, I., Menne-Lothmann, C., Höhn, P., van Bemmel, A. L., Myin-Germeys, I., Delespaul, P., van Os, J., & Wichers, M. (2015) · European Psychiatry · doi:10.1016/j.eurpsy.2015.09.004 · 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
Newman, M. G., Przeworski, A., Consoli, A. J., & Taylor, C. B. (2014) · Psychotherapy · doi:10.1037/a0032519 · Cited by 71 · see citing works
Mobile Technologies in the Study, Assessment, and Treatment of Schizophrenia
Ben‐Zeev, D. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr179 · Cited by 71 · see citing works
Ben‐Zeev, D., Kaiser, S. M., & Krzos, I. M. (2014) · Journal of Dual Diagnosis · doi:10.1080/15504263.2014.962336 · Cited by 70 · 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
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
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
Using Contemporary Technologies in the Assessment and Treatment of Serious Mental Illness
Ben‐Zeev, D., Drake, R. E., Corrigan, P. W., Rotondi, A. J., Nilsen, W., & Depp, C. A. (2012) · American Journal of Psychiatric Rehabilitation · doi:10.1080/15487768.2012.733295 · Cited by 45 · see citing works
Thomas, N., Foley, F., Lindblom, K., & Lee, S. J. (2017) · Australasian Psychiatry · doi:10.1177/1039856217689913 · Cited by 42 · see citing works
Self-citationBrenner, C. J., & Ben‐Zeev, D. (2014) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000105 · Cited by 38 · see citing works
Detecting improvements in acute psychotic symptoms using experience sampling methodology
So, S. H., PETERS, E. R., Swendsen, J. D., Garety, P. A., & Kapur, S. (2013) · Psychiatry Research · doi:10.1016/j.psychres.2013.05.010 · Cited by 37 · see citing works
Johansen, R. E. B., Hestad, K. A., Iversen, V. C., Agartz, I., Sundet, K. S., Andreassen, O. A., & Melle, I. S. (2011) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0b013e31820bc2f9 · Cited by 37 · 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
Baumel, A., Correll, C. U., Hauser, M., Brunette, M. F., Rotondi, A. J., Ben‐Zeev, D., Gottlieb, J. D., Mueser, K. T., Achtyes, E. D., Schooler, N. R., et al. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201500317 · Cited by 27 · see citing works
Sablier, J., Stip, É., Jacquet, P. O., Giroux, S., Pigot, H., Mobus group, & Nicolas Franck, B. (2012) · Assistive Technology · doi:10.1080/10400435.2012.659324 · Cited by 22 · see citing works
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D’Alfonso, S. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2020.04.005 · Cited by 408 · see citing works
Trull, T. J., & Ebner‐Priemer, U. (2019) · Journal of Abnormal Psychology · doi:10.1037/abn0000473 · Cited by 350 · see citing works
Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses
Lecomte, T., Potvin, S., Corbière, M., Guay, S., Samson, C., Cloutier, B., Francoeur, A., Pennou, A., & Khazaal, Y. (2020) · JMIR mHealth and uHealth · doi:10.2196/17458 · Cited by 336 · see citing works
Virtual reality as a clinical tool in mental health research and practice
Bell, I. H., Nicholas, J., Alvarez-Jimenez, M., Thompson, A., & Valmaggia, L. (2020) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2020.22.2/lvalmaggia · Cited by 302 · see citing works
Self-citationEcological momentary interventions for mental health: A scoping review
Balaskas, A., Schueller, S. M., Cox, A. L., & Doherty, G. (2021) · PLOS ONE · doi:10.1371/journal.pone.0248152 · Cited by 235 · see citing works
Schlosser, D. A., Campellone, T. R., Truong, B., Etter, K., Vergani, S., Komaiko, K., & Vinogradov, S. (2018) · Schizophrenia Bulletin · doi:10.1093/schbul/sby078 · Cited by 206 · see citing works
The Design of Ecological Momentary Assessment Technologies
Doherty, K., Balaskas, A., & Doherty, G. J. (2020) · Interacting with Computers · doi:10.1093/iwcomp/iwaa019 · Cited by 187 · see citing works
Bickman, L. (2020) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-020-01065-8 · Cited by 184 · 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
Don't Miss the Moment: A Systematic Review of Ecological Momentary Assessment in Suicide Research
Kivelä, L., van der Does, W. A. J., Riese, H., & Antypa, N. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.876595 · Cited by 163 · see citing works
Seppälä, J., De Vita, I., Jämsä, T., Miettunen, J., Isohanni, M., Rubinstein, K., Feldman, Y., Grasa, E., Corripio, I., Berdun, J., et al. (2019) · JMIR Mental Health · doi:10.2196/mental.9819 · Cited by 148 · see citing works
Use of Ecological Momentary Assessment to Study Suicidal Thoughts and Behavior: a Systematic Review
Sedano-Capdevila, A., Porras-Segovia, A., Bello, H. J., Baca-García, E., & Barrigon, M. L. (2021) · Current Psychiatry Reports · doi:10.1007/s11920-021-01255-7 · Cited by 148 · see citing works
Digital Addiction Intervention for Children and Adolescents: A Scoping Review
Ding, K., & Li, H. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20064777 · Cited by 142 · see citing works
Williams, M., Lewthwaite, H., Fraysse, F., Gajewska, A., Ignatavicius, J., & Ferrar, K. (2020) · Journal of Medical Internet Research · doi:10.2196/17023 · Cited by 141 · see citing works
Dao, K. P., Cocker, K. A. D., Tong, H. L., Kocaballi, A. B., Chow, C. K., & Laranjo, L. (2021) · JMIR mhealth and uhealth · doi:10.2196/22890 · Cited by 133 · see citing works
Bucci, 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
Mote, J., & Fulford, D. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2019.10.021 · Cited by 107 · see citing works
Perski, O., Keller, J., Kale, D., Asiamah-Asare, B. K. Y., Schneider, V., Powell, D., Naughton, F., ten Hoor, G. A., Verboon, P., & Kwaśnicka, D. (2022) · Health Psychology Review · doi:10.1080/17437199.2022.2112258 · Cited by 107 · see citing works
iHealth: The ethics of artificial intelligence and big data in mental healthcare
Rubeis, G. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100518 · Cited by 101 · see citing works
Relationships between smartphone social behavior and relapse in schizophrenia: A preliminary report
Buck, B., Scherer, E. A., Brian, R., Wang, R., Wang, W., Campbell, A. T., Choudhury, T., Hauser, M., Kane, J. M., & Ben‐Zeev, D. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2019.03.014 · Cited by 96 · see citing works
Mobile Phone and Smartphone Use by People With Serious Mental Illness
Young, A. S., Cohen, A. N., Niv, N., Nowlin-Finch, N., Oberman, R. S., Olmos‐Ochoa, T. T., Goldberg, R. W., & Whelan, F. (2019) · Psychiatric Services · doi:10.1176/appi.ps.201900203 · Cited by 86 · see citing works
The utility of smartphone-based, ecological momentary assessment for depressive symptoms
Yim, S. J., Lui, L. M. W., Lee, Y. L., Rosenblat, J. D., Ragguett, R., Park, C., Subramaniapillai, M., Cao, B., Zhou, A. J., Rong, C., et al. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.05.116 · Cited by 82 · see citing works
Zarate, D., Stavropoulos, V., Ball, M., Collier, G. D. S., & Jacobson, N. C. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-04013-y · Cited by 79 · see citing works
Early Psychosis Service User Views on Digital Technology: Qualitative Analysis
Bucci, S., Morris, R., Berry, K., Berry, N., Haddock, G., Barrowclough, C., Lewis, S. W., & Edge, D. (2018) · JMIR Mental Health · doi:10.2196/10091 · 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
The Safety of Digital Mental Health Interventions: Systematic Review and Recommendations
Taher, R., Hsu, C.-W., Hampshire, C., Fialho, C., Heaysman, C., Stahl, D., Shergill, S., & Yiend, J. (2023) · JMIR Mental Health · doi:10.2196/47433 · Cited by 68 · see citing works
Bell, I. H., Rossell, S. L., Farhall, J., Hayward, M., Lim, M. H., Fielding-Smith, S. F., & Thomas, N. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2019.10.026 · Cited by 70 · see citing works
Self-citationBen‐Zeev, D., Chander, A., Tauscher, J. S., Buck, B., Nepal, S. K., Campbell, A. T., & Doron, G. (2021) · Journal of Medical Internet Research · doi:10.2196/29201 · Cited by 65 · see citing works
Arnold, C., Villagonzalo, K.-A., Meyer, D., Farhall, J., Foley, F., Kyrios, M., & Thomas, N. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100266 · Cited by 63 · see citing works
“, 2017), particularly for symptom monitoring and clinical management (Bell et al., 2017).”
BackgroundSelf-citationPiot, M., Mestdagh, M., Riese, H., Weermeijer, J. D. M., Brouwer, J. M. A., Kuppens, P., Dejonckheere, E., & Bos, F. M. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100575 · Cited by 58 · see citing works
Bell, I. H., Eisner, E., Allan, S., Cartner, S., Torous, J. B., Bucci, S., & Thomas, N. (2023) · Schizophrenia Bulletin · doi:10.1093/schbul/sbad127 · Cited by 52 · see citing works
Self-citationNovel approaches for treating Internet Gaming Disorder: A review of technology-based interventions
Górowska, M. P., Tokarska, K., Zhou, X., Gola, M. K., & Li, Y. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2022.152312 · Cited by 47 · see citing works
Recent developments in the use of smartphone interventions for mental health
Mehrotra, S., & Tripathi, R. (2018) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000439 · Cited by 45 · see citing works
Allan, S., Bradstreet, S., Mcleod, H., Farhall, J., Lambrou, M., Gleeson, J., Clark, A., EMPOWER Group, & Gumley, A. (2019) · Journal of Medical Internet Research · doi:10.2196/14366 · Cited by 44 · see citing works
Hawker, C. O., Merkouris, S., Youssef, G. J., & Dowling, N. A. (2021) · Journal of Medical Internet Research · doi:10.2196/25786 · Cited by 44 · see citing works
Me, My Health, and My Watch: How Children with ADHD Understand Smartwatch Health Data
Ankrah, E. A., Cibrian, F. L., Silva, L. M., Tavakoulnia, A., Beltran, J. A., Schuck, S. E. B., Lakes, K. D., & Hayes, G. R. (2022) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3577008 · Cited by 42 · 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
Gumley, A. I., Bradstreet, S., Ainsworth, J. D., Allan, S., Álvarez‐Jiménez, M., Beattie, L., Bell, I. H., Birchwood, M. J., Briggs, A. H., Bucci, S., et al. (2020) · JMIR Research Protocols · doi:10.2196/15058 · Cited by 41 · see citing works
Self-citationGranholm, E. L., Holden, J. L., Dwyer, K., Mikhael, T., Link, P. C., & Depp, C. A. (2020) · JMIR Mental Health · doi:10.2196/24406 · 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
Gromatsky, M. A., Sullivan, S. R., Spears, A. P., Mitchell, E. L., Walsh, S., Kimbrel, N. A., & Goodman, M. S. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113359 · Cited by 37 · 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
Clarke, S., Hanna, D., Mulholland, C., Shannon, C., & Urquhart, C. (2019) · Psychosis · doi:10.1080/17522439.2019.1632376 · Cited by 36 · see citing works
Bell, 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
Self-citationKwaśnicka, D., Kale, D., Schneider, V., Keller, J., Asiamah-Asare, B. K. Y., Powell, D., Naughton, F., ten Hoor, G. A., Verboon, P., & Perski, O. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-046435 · Cited by 36 · see citing works
Dias, R., Vaz, R., Rodrigues, M. J., Serra‐Negra, J. M., Bracci, A., & Manfredini, D. (2021) · Journal of Oral Rehabilitation · doi:10.1111/joor.13259 · Cited by 36 · see citing works
Jiménez-Muñoz, L., Peñuelas‐Calvo, I., Díaz-Oliván, I., Gutiérrez-Rojas, L., Baca‐García, E., & Porras-Segovia, A. (2022) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000331 · Cited by 36 · see citing works
Hall, C. L., Bergin, A., & Rennick‐Egglestone, S. (2024) · Journal of Medical Internet Research · doi:10.2196/58939 · Cited by 35 · 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
Self-citationCapturing behavioral indicators of persecutory ideation using mobile technology
Buck, B., Hallgren, K. A., Scherer, E. A., Brian, R., Wang, R., Wang, W., Campbell, A. T., Choudhury, T., Hauser, M., Kane, J. M., et al. (2019) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2019.06.002 · Cited by 32 · see citing works
Nap-van der Vlist, M. M., Houtveen, J., Dalmeijer, G. W., Grootenhuis, M. A., van der Ent, C. K., van Grotel, M., Swart, J. F., van Montfrans, J. M., van de Putte, E. M., & Nijhof, S. L. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100395 · Cited by 31 · see citing works
Jones, S. E., Moore, R. C., Pinkham, A. E., Depp, C. A., Granholm, E. L., & Harvey, P. D. (2021) · Personalized Medicine in Psychiatry · doi:10.1016/j.pmip.2021.100085 · Cited by 30 · see citing works
Remote CBT for Psychosis During the COVID-19 Pandemic: Challenges and Opportunities
Kopelovich, S. L., & Turkington, D. (2020) · Community Mental Health Journal · doi:10.1007/s10597-020-00718-0 · Cited by 29 · see citing works
Ecological Momentary Interventions in Public Mental Health Provision
Schulte‐Strathaus, J. C. C., Rauschenberg, C., Baumeister, H., & Reininghaus, U. (2022) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-030-98546-2_25 · Cited by 29 · see citing works
Bell, I. H., Fielding-Smith, S. F., Hayward, M., Rossell, S. L., Lim, M. H., Farhall, J., & Thomas, N. (2018) · Trials · doi:10.1186/s13063-018-2607-6 · Cited by 29 · see citing works
Self-citationMobile App Tools for Identifying and Managing Mental Health Disorders in Primary Care
Magee, J. C., Adut, S., Brazill, K., & Warnick, S. (2018) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-018-0154-0 · Cited by 25 · see citing works
Mobile-assisted cognitive-behavioral social skills training in older adults with schizophrenia
Granholm, E. L., Holden, J. L., Dwyer, K., & Link, P. C. (2020) · Journal of Behavioral and Cognitive Therapy · doi:10.1016/j.jbct.2020.03.006 · Cited by 25 · see citing works
The Critical Roles of Early Development, Stress, and Environment in the Course of Psychosis
Vargas, T., & Mittal, V. A. (2022) · Annual Review of Developmental Psychology · doi:10.1146/annurev-devpsych-121020-032354 · Cited by 25 · see citing works
Thomas, N., Bless, J. J., Alderson‐Day, B., Bell, I. H., Cella, M., Craig, T., Delespaul, P., Hugdahl, K., Laloyaux, J., Larøi, F., et al. (2018) · Schizophrenia Bulletin · doi:10.1093/schbul/sby103 · Cited by 25 · see citing works
Self-citationMoore, R. C., Parrish, E. M., Patten, R. V., Paolillo, E. W., Filip, T. F., Bomyea, J. A., Lomas, D., Twamley, E. W., Eyler, L. T., & Depp, C. A. (2022) · Journal of Medical Internet Research · doi:10.2196/36665 · Cited by 24 · see citing works
Moore, E., Williams, A., Bell, I. H., & Thomas, N. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100299 · Cited by 23 · see citing works
Self-citationDigital Technology to Enhance Clinical Care of Early Psychosis
Bell, I. H., & Álvarez‐Jiménez, M. (2019) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-019-00182-y · Cited by 23 · see citing works
Self-citationMerkouris, S., Hawker, C. O., Rodda, S. N., Youssef, G. J., & Dowling, N. A. (2020) · International Gambling Studies · doi:10.1080/14459795.2020.1749293 · Cited by 23 · see citing works
Demers, M., & Winstein, C. J. (2020) · Topics in Stroke Rehabilitation · doi:10.1080/10749357.2020.1856557 · Cited by 23 · see citing works
Gleeson, J., McGuckian, T. B., Fernandez, D. K., Fraser, M. I., Pepe, A., Taskis, R., Alvarez-Jimenez, M., Farhall, J., & Gumley, A. I. (2023) · Clinical Psychology Review · doi:10.1016/j.cpr.2023.102357 · Cited by 22 · see citing works
Cullen, A. E., Labad, J., Oliver, D., Al‐Diwani, A., Minichino, A., & Fusar‐Poli, P. (2023) · Current Neuropharmacology · doi:10.2174/1570159x21666230322145049 · Cited by 22 · see citing works
Moitra, E., Park, H. S., & Gaudiano, B. A. (2020) · Psychiatric Quarterly · doi:10.1007/s11126-020-09792-9 · Cited by 21 · see citing works
Acorda, D. E., Businelle, M. S., & Maria, D. S. (2021) · JMIR Formative Research · doi:10.2196/21638 · Cited by 20 · see citing works
The experience sampling methodology in psychosis risk states: A systematic review
Bogudzińska, B., Jaworski, A., Zajdel, A., Skrzypek, K., & Misiak, B. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2024.04.050 · Cited by 19 · see citing works
López-Moríñigo, J.-D., Barrigón, M. L., Porras‐Segovia, A., Ruiz-Ruano, V. G., Martínez, A. S.-E., Escobedo-Aedo, P. J., Sánchez-Alonso, S., Iturralde, L. M., Lorenzo, L. M., Artés-Rodrı́guez, A., et al. (2021) · Journal of Medical Internet Research · doi:10.2196/26548 · Cited by 19 · see citing works
Yom‐Tov, E., Lekkas, D., Heinz, M. V., Nguyen, T., Barr, P. J., & Jacobson, N. C. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.11.024 · Cited by 18 · see citing works
So, S. H., Chung, L. K.-H., Tse, C., Chan, S. S. M., Chong, G. H.-C., Hung, K. S. Y., & Sommer, I. E. (2020) · Psychological Medicine · doi:10.1017/s0033291719003611 · Cited by 18 · see citing works
Wright, A. C., Browne, J., Skiest, H. E., Bhiku, K., Baker, J. T., & Cather, C. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2021.04.010 · Cited by 18 · see citing works
Progress in Characterizing the Human Exposome: a Key Step for Precision Medicine
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Donahue, A. L., Rodriguez, J., & Shore, J. H. (2021) · Current Psychiatry Reports · doi:10.1007/s11920-021-01242-y · Cited by 17 · see citing works
A control theoretic approach to evaluate and inform ecological momentary interventions
Fechtelpeter, J., Rauschenberg, C., Jamalabadi, H., Boecking, B., van Amelsvoort, T., Reininghaus, U., Durstewitz, D., & Koppe, G. (2023) · doi:10.31234/osf.io/97teh · Cited by 16 · see citing works
Allan, S., McLeod, H. J., Bradstreet, S., Bell, I. H., Whitehill, H., Wilson-Kay, A., Clark, A., Matrunola, C., Morton, E. E., Farhall, J., et al. (2021) · JMIR Human Factors · doi:10.2196/24055 · Cited by 16 · see citing works
Self-citationAllan, S., McLeod, H. J., Bradstreet, S., Beedie, S. A., Moir, B., Gleeson, J., Farhall, J., Morton, E. E., & Gumley, A. I. (2019) · JMIR Research Protocols · doi:10.2196/15634 · Cited by 16 · see citing works
Beres, L. K., Mbabali, I., Anok, A., Katabalwa, C., Mulamba, J., Thomas, A. G., Bugos, E., Nakigozi, G., Grabowski, M. K., & Chang, L. W. (2021) · JMIR Formative Research · doi:10.2196/22693 · Cited by 15 · see citing works
Browne, J., Harvey, P. D., Buchanan, R., Kelly, D. L., Strauss, G. P., Gold, J. M., Holden, J. L., & Granholm, E. L. (2022) · Behavioral Sciences · doi:10.3390/bs12030060 · Cited by 15 · see citing works
Traumatic experiences in childhood and the development of psychosis spectrum disorders
Michel, C., Kindler, J., & Kaess, M. (2022) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-021-01938-9 · Cited by 15 · see citing works
Mobile-based ecological momentary assessment and intervention: bibliometric analysis
Yin, H., Zhu, H., Gu, J., Qin, H., Ding, W., Guo, N., Fu, J., & Yang, Y. X. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1300739 · Cited by 14 · see citing works
Le, H., Lakshminarayanan, R., Li, J., Mishra, V., & Intille, S. S. (2024) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3678584 · Cited by 14 · see citing works
Nagata, S., McCormick, B. P., Brusilovskiy, E., Zisman‐Ilani, Y., Wilson, S., Snethen, G., Townley, G., & Salzer, M. S. (2020) · American Journal of Orthopsychiatry · doi:10.1037/ort0000516 · Cited by 14 · see citing works
Data Handling for E-Mental Health Professionals
Grover, S., Sarkar, S., & Gupta, R. (2020) · Indian Journal of Psychological Medicine · doi:10.1177/0253717620956732 · Cited by 14 · see citing works
mHealth-Assisted Detection of Precursors to Relapse in Schizophrenia
Buck, B., Hallgren, K. A., Campbell, A. T., Choudhury, T., Kane, J. M., & Ben‐Zeev, D. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.642200 · Cited by 14 · see citing works
Thonon, B., van Aubel, E., Lafit, G., Libera, C. D., & Larøi, F. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02824-5 · Cited by 13 · see citing works
Mobile Health to Support Ageing in Place
Rocha, N. P., Santos, M., Cerqueira, M., & Queirós, A. (2019) · International Journal of E-Health and Medical Communications · doi:10.4018/ijehmc.2019070101 · Cited by 13 · see citing works
Taher, R., Hall, C. L., Bergin, A. D. G., Gupta, N., Heaysman, C., Jacobsen, P., Kabir, T., Kalnad, N., Keppens, J., Hsu, C.-W., et al. (2024) · Trials · doi:10.1186/s13063-024-08421-1 · Cited by 8 · see citing works
Thonon, B., Levaux, M., van Aubel, E., & Larøi, F. (2021) · Behavior Modification · doi:10.1177/01454455211047605 · Cited by 12 · see citing works
Michel, C., Lerch, S., Büetiger, J. R., Flückiger, R., Cavelti, M., Koenig, J., Kaess, M., & Kindler, J. (2022) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-022-02003-9 · Cited by 12 · see citing works
Beres, L. K., Mbabali, I., Anok, A., Katabalwa, C., Mulamba, J., Thomas, A. G., Bugos, E., Grabowski, M. K., Nakigozi, G. F., & Chang, L. W. (2022) · PLoS ONE · doi:10.1371/journal.pone.0273228 · Cited by 12 · see citing works
Lüdtke, T., Hedelt, K. S., & Westermann, S. (2023) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2023.101885 · Cited by 11 · see citing works
Feller, C. M., Ilen, L., D, S. E. M., & Schneider, M. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2021.09.024 · Cited by 11 · see citing works
Westergaard, K., Reitzel, S. B., Krogh, C. S., Lynning, M., Bergien, S. O., & Skovgaard, L. (2021) · Digital Health · doi:10.1177/20552076211055552 · Cited by 10 · see citing works
Technology-Based Ecological Momentary Assessment in Clinical Psychology
Colombo, D., Suso‐Ribera, C., Fernández‐Álvarez, J., Cipresso, P., García‐Palacios, A., Riva, G., & Botella, C. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-818697-8.00003-0 · Cited by 9 · see citing works
Berge, J. M., Trofholz, A. C., Aqeel, M. M., Norderud, K., Tate, A. D., Fertig, A. R., Loth, K. A., Mendenhall, T. J., & Neumark‐Sztainer, D. (2023) · BMC Public Health · doi:10.1186/s12889-023-15504-2 · Cited by 8 · see citing works
Mobile health in the specific management of first-episode psychosis: a systematic literature review
Maechling, C., Yrondi, A., & Cambon, A. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1137644 · Cited by 8 · see citing works
Ecological Momentary Assessment
Rabasco, A., & Andover, M. S. (2021) · Comprehensive Clinical Psychology · doi:10.1016/b978-0-12-818697-8.00189-8 · Cited by 8 · see citing works
The Therapeutic Use of Digital Technologies in Psychosis
Bell, I. H., Lim, M. H., & Thomas, N. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-815012-2.00027-4 · Cited by 8 · see citing works
Self-citation
- Authors
- Bell, I. H., Lim, M. H., Rossell, S. L., & Thomas, N.
- Affiliations
- The Alfred Hospital (AU)
- Venue
- Psychiatric Services
- Published
- 2017-11-01
- Volume
- 68
- Issue
- 11
- Pages
- 1172-1181
- ISSN
- 0022-1597 (ISSN-L)
- 1075-2730
- 1557-9700
- OpenAlex
- W2727509775
- Semantic Scholar
- 5ac97bdad8d9868b45b1b1a8dd1705d4ea9510b7
- Cited by
- 189
- References
- 58
- Citations by year
- 2026: 20 · 2025: 15 · 2024: 22 · 2023: 15 · 2022: 29 · 2021: 27 · 2020: 28 · 2019: 20 · 2018: 13
- FWCI
- 1.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychiatric Services (publishedVersion)
- PubMed (publishedVersion)
- Swinburne figshare (Swinburne University of Technology) (submittedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Keywords
- ecological momentary assessment, ecological momentary intervention, psychosis, smartphone technology, remote symptom monitoring, illness self-management, medication adherence, feasibility and acceptability, daily living skills, psychosocial impairment
- MeSH terms
- Ecological Momentary Assessment, Self-Management, Humans, Outcome and Process Assessment, Health Care, Psychotic Disorders, Monitoring, Ambulatory
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