{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T16:36:26Z","timestamp":1787330186350,"version":"build-2736575974"},"reference-count":35,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Ment Health"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Psychiatric hospitalizations are a major driver of mental health\u2013related health care costs, with readmission risk and service utilization being highest in the months following discharge. Scalable, low-cost postdischarge interventions that reduce inpatient utilization are therefore of high policy relevance.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This secondary exploratory economic study used linked administrative health care utilization data to evaluate the economic impact of supportive text messaging (SMS), alone and in combination with peer support services (PSS), following discharge from acute psychiatric care.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This secondary exploratory economic evaluation was conducted alongside a pragmatic stepped-wedge cluster randomized trial in Alberta, Canada. Adults discharged from acute psychiatric inpatient care received treatment as usual (TAU), SMS, or SMS with or without PSS. Direct health system costs, including hospital care and physician costs, were assessed using administrative data for 6 months and 12 months before and after the index admission. Difference-in-difference analyses were used to estimate cost changes between groups.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      At 6 months post discharge, the period of greatest new costs, participants receiving SMS experienced a significant reduction in hospital care costs compared with TAU (mean difference-in-differences \u2212$7147; 95% CI \u2212$12,388 to \u2212$1906;\n                      <jats:italic>P<\/jats:italic>\n                      =.01). Total health care costs were also significantly lower in the SMS group at 6 months (\u2212$8160) relative to TAU. Sensitivity analyses demonstrated that the direction and statistical significance of the primary findings remained stable across alternative intervention costing assumptions and analytic specifications. No significant cost differences were observed at 12 months. The addition of peer support did not result in incremental cost savings at either time point.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>SMS was associated with significant reductions in hospital care and total health care utilization costs during the 6-month postdischarge period compared with TAU. These findings support the integration of cost-effective and scalable digital interventions into routine psychiatric discharge pathways to help improve system efficiency in publicly funded health systems.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/93954","type":"journal-article","created":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T14:55:08Z","timestamp":1784040908000},"page":"e93954-e93954","source":"Crossref","is-referenced-by-count":0,"title":["Association of Supportive Text Messaging With Health Service Utilization Costs Following Psychiatric Admission: Secondary Economic Analysis of a Stepped-Wedge Cluster Randomized Trial"],"prefix":"10.2196","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2743-0372","authenticated-orcid":false,"given":"Vincent Israel Opoku","family":"Agyapong","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8724-7437","authenticated-orcid":false,"given":"Lola","family":"Ibraimova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3717-6398","authenticated-orcid":false,"given":"Reham","family":"Shalaby","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7633-6529","authenticated-orcid":false,"given":"Belinda","family":"Agyapong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0690-0766","authenticated-orcid":false,"given":"Wanying","family":"Mao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1231-4501","authenticated-orcid":false,"given":"Ernest","family":"Owusu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3989-7915","authenticated-orcid":false,"given":"Hossam Eldin","family":"Elgendy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8277-2570","authenticated-orcid":false,"given":"Ejemai","family":"Eboreime","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5176-7074","authenticated-orcid":false,"given":"Peter H","family":"Silverstone","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7916-415X","authenticated-orcid":false,"given":"Pierre","family":"Chue","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8990-4804","authenticated-orcid":false,"given":"Wesley","family":"Vuong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9776-2348","authenticated-orcid":false,"given":"Shireen","family":"Surood","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7159-7583","authenticated-orcid":false,"given":"Frank","family":"MacMaster","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9097-900X","authenticated-orcid":false,"given":"Andrew J","family":"Greenshaw","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7094-1573","authenticated-orcid":false,"given":"Arto","family":"Ohinmaa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,8,21]]},"reference":[{"issue":"4","key":"R1","first-page":"181","volume":"19","author":"de Oliveira","journal-title":"J Ment Health Policy Econ"},{"issue":"1","key":"R2","first-page":"13","volume":"27","author":"de Oliveira","journal-title":"J Ment Health Policy Econ"},{"key":"R3","doi-asserted-by":"publisher","DOI":"10.2196\/81760","article-title":"Effectiveness of text messages and text messages plus peer support on psychiatric readmission and length of stay: outcomes from a quantitative stepped-wedge cluster randomized trial","volume":"12","author":"Agyapong","journal-title":"JMIR Ment Health"},{"issue":"1","key":"R4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1111\/j.1600-0447.2009.01373.x","article-title":"Discharge planning in mental health care: a systematic review of the recent literature","volume":"120","author":"Steffen","journal-title":"Acta Psychiatr Scand"},{"issue":"3","key":"R5","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1192\/bjp.bp.112.115030","article-title":"Transitional interventions to reduce early psychiatric readmissions in adults: systematic review","volume":"202","author":"Vigod","journal-title":"Br J Psychiatry"},{"issue":"8","key":"R6","doi-asserted-by":"publisher","first-page":"520","DOI":"10.7326\/0003-4819-155-8-201110180-00008","article-title":"Interventions to reduce 30-day rehospitalization: a systematic review","volume":"155","author":"Hansen","journal-title":"Ann Intern Med"},{"key":"R7","doi-asserted-by":"publisher","DOI":"10.2174\/157340011795945847","article-title":"Mobile phone text message interventions in psychiatry-what are the possibilities?","volume":"7","author":"Agyapong","journal-title":"Curr Psychiatry Rev"},{"issue":"1","key":"R8","doi-asserted-by":"publisher","DOI":"10.1186\/s12888-017-1448-2","article-title":"Randomized controlled pilot trial of supportive text messages for patients with depression","volume":"17","author":"Agyapong","journal-title":"BMC Psychiatry"},{"issue":"23","key":"R9","doi-asserted-by":"publisher","DOI":"10.3390\/jcm14238262","article-title":"Supportive text messaging and peer support for patients in the 6 months following discharge from a psychiatric admission: mental health outcomes from a cluster-randomized controlled trial","volume":"14","author":"Mao","journal-title":"J Clin Med"},{"issue":"1","key":"R10","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-022-07510-8","article-title":"Reducing readmission rates for individuals discharged from acute psychiatric care in Alberta using peer and text message support: protocol for an innovative supportive program","volume":"22","author":"Eboreime","journal-title":"BMC Health Serv Res"},{"issue":"9885","key":"R11","doi-asserted-by":"publisher","first-page":"2255","DOI":"10.1016\/S0140-6736(13)60590-5","article-title":"A structural multidisciplinary approach to depression management in nursing-home residents: a multicentre, stepped-wedge cluster-randomised trial","volume":"381","author":"Leontjevas","journal-title":"Lancet"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.h391","article-title":"The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting","volume":"350","author":"Hemming","journal-title":"BMJ"},{"key":"R13","unstructured":"ResilienceNHope. 2021. URL: https:\/\/www.resiliencenhope.org [Accessed 21-07-2026]"},{"issue":"8","key":"R14","doi-asserted-by":"publisher","DOI":"10.2196\/20240","article-title":"Closing the COVID-19 psychological treatment gap for cancer patients in Alberta: protocol for the implementation and evaluation of Text4Hope-Cancer Care","volume":"9","author":"Agyapong","journal-title":"JMIR Res Protoc"},{"issue":"12","key":"R15","doi-asserted-by":"publisher","DOI":"10.2196\/22423","article-title":"Changes in stress, anxiety, and depression levels of subscribers to a daily supportive text message program (Text4Hope) during the COVID-19 pandemic: cross-sectional survey study","volume":"7","author":"Agyapong","journal-title":"JMIR Ment Health"},{"issue":"4","key":"R16","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph18042157","article-title":"Mental health outreach via supportive text messages during the COVID-19 pandemic: improved mental health and reduced suicidal ideation after six weeks in subscribers of Text4Hope compared to a control population","volume":"18","author":"Agyapong","journal-title":"Int J Environ Res Public Health"},{"issue":"4","key":"R17","doi-asserted-by":"publisher","DOI":"10.2196\/24184","article-title":"Gender differences in satisfaction with a text messaging program (Text4Hope) and anticipated receptivity to technology-based health support during the COVID-19 pandemic: cross-sectional survey study","volume":"9","author":"Shalaby","journal-title":"JMIR Mhealth Uhealth"},{"key":"R18","unstructured":"Case mix. Canadian Institute for Health Information. URL: https:\/\/www.cihi.ca\/en\/submit-data-and-view-standards\/methodologies-and-decision-support-tools\/case-mix [Accessed 13-05-2021]"},{"issue":"2","key":"R19","first-page":"171","volume":"31","author":"Gilbody","journal-title":"J R Coll Physicians Lond"},{"key":"R20","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2020.00048","article-title":"Prediction of recurrent emergency department visits in patients with mental disorders","volume":"11","author":"Slankamenac","journal-title":"Front Psychiatry"},{"issue":"10","key":"R21","doi-asserted-by":"publisher","first-page":"1138","DOI":"10.1176\/ps.62.10.pss6210_1138","article-title":"Predicting psychiatric hospital admission among adults with schizophrenia","volume":"62","author":"Olfson","journal-title":"Psychiatr Serv"},{"issue":"1","key":"R22","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/s11126-016-9440-4","article-title":"Predictors of length of stay in an inpatient psychiatric unit of a general hospital in Perugia, Italy","volume":"88","author":"Pauselli","journal-title":"Psychiatr Q"},{"issue":"6","key":"R23","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1097\/NMD.0000000000000305","article-title":"Risk factors associated with psychiatric readmission","volume":"203","author":"Lorine","journal-title":"J Nerv Ment Dis"},{"key":"R24","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2025.1593653","article-title":"Predictors for readmission risk in schizophrenia: insights from a Saudi Arabian cohort","volume":"16","author":"Alharthi","journal-title":"Front Psychiatry"},{"key":"R25","unstructured":"Consumer price index, annual average, not seasonally adjusted. Statistics Canada. URL: https:\/\/www150.statcan.gc.ca\/t1\/tbl1\/en\/tv.action?pid=1810000501 [Accessed 21-07-2026]"},{"issue":"10","key":"R26","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1001885","article-title":"The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) statement","volume":"12","author":"Benchimol","journal-title":"PLOS Med"},{"issue":"6","key":"R27","first-page":"889","volume":"150","author":"Pink","journal-title":"CMAJ"},{"key":"R28","unstructured":"Microsoft. 2024. URL: https:\/\/www.microsoft.com\/ [Accessed 21-07-2026]"},{"key":"R29","unstructured":"Stata. 2025. URL: https:\/\/www.stata.com\/ [Accessed 21-07-2026]"},{"issue":"1","key":"R30","doi-asserted-by":"publisher","DOI":"10.1186\/s12888-017-1386-z","article-title":"Overview of post-discharge predictors for psychiatric re-hospitalisations: a systematic review of the literature","volume":"17","author":"Sfetcu","journal-title":"BMC Psychiatry"},{"issue":"7","key":"R31","doi-asserted-by":"publisher","first-page":"582","DOI":"10.1016\/S2215-0366(19)30180-4","article-title":"Multiple adverse outcomes following first discharge from inpatient psychiatric care: a national cohort study","volume":"6","author":"Walter","journal-title":"Lancet Psychiatry"},{"issue":"7","key":"R32","doi-asserted-by":"publisher","first-page":"E391","DOI":"10.1503\/cmaj.101860","article-title":"Proportion of hospital readmissions deemed avoidable: a systematic review","volume":"183","author":"van Walraven","journal-title":"CMAJ"},{"key":"R33","doi-asserted-by":"publisher","DOI":"10.3310\/LQKP9822","article-title":"Peer support for discharge from inpatient to community mental health care: the ENRICH research programme","volume":"11","author":"Gillard","journal-title":"Programme Grants Appl Res"},{"issue":"1","key":"R34","doi-asserted-by":"publisher","DOI":"10.1186\/s12888-020-02923-3","article-title":"The effectiveness of one-to-one peer support in mental health services: a systematic review and meta-analysis","volume":"20","author":"White","journal-title":"BMC Psychiatry"},{"key":"R35","doi-asserted-by":"publisher","DOI":"10.21037\/mhealth.2017.07.02","article-title":"Digital health and the challenge of health systems transformation","volume":"3","author":"Alami","journal-title":"Mhealth"}],"container-title":["JMIR Mental Health"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T15:51:30Z","timestamp":1787327490000},"score":1,"resource":{"primary":{"URL":"https:\/\/mental.jmir.org\/2026\/1\/e93954"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,21]]},"references-count":35,"URL":"https:\/\/doi.org\/10.2196\/93954","relation":{},"ISSN":["2368-7959"],"issn-type":[{"value":"2368-7959","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,21]]},"article-number":"v13i4e93954"}}