Abstract
Background
The Reproductive Mental health of Ontario Virtual Intervention Network (MOVIN) aims to improve perinatal depression care across a large Canadian health jurisdiction. It involves a web-based platform, care coordinator for personalized treatment planning, and psychiatrist to liaise with primary care clinicians, and provide direct consultation as needed. This was a pilot randomized controlled trial (RCT) of MOVIN.
Methods
Participants aged ≥18 years, pregnant or within 12 months postpartum and with Edinburgh Postnatal Depression Scale (EPDS) score >12 recruited from across Ontario, Canada, were randomized 1:1 to MOVIN for 24 weeks or a control condition. The primary outcome was feasibility, inclusive of recruitment, acceptability, and research protocol follow-up. Depression symptom remission was a main secondary outcome for the pilot trial. EPDS scores and remission (EPDS ≤ 12) were compared between groups.
Results
Of 101 participants (n = 48 MOVIN; n = 53 control), 80% completed 24-week follow-up. Participant views of MOVIN were very positive (high acceptability) and multiple opportunities for protocol adjustment in a larger future study were identified. At 24 weeks post-randomization, EPDS scores were lower in MOVIN vs. controls, with a mean difference adjusted for baseline score of −2.32 (95% Confidence Interval, CI −4.23 to −0.42). At the same time point, 75.0% of the MOVIN group vs. 51.1% of controls were in remission (chi-square=4.83, p = 0.03).
Conclusions
With high feasibility, including in recruitment, acceptability, and research protocol adherence, and preliminary suggestion of efficacy, the results of this study support proceeding to a large-scale RCT of MOVIN to definitively evaluate its efficacy at a larger scale.
Plain language summary
Depression affects up to 20% of people during and after pregnancy, but as few as 1 in 5 are treated to remission. In the Reproductive Mental health of Ontario Virtual Intervention Network (MOVIN), participants can view educational resources about depression during and after pregnancy, and receive personalized evidence-based treatment planning with a care coordinator with oversight by a psychiatrist. Automated symptom check-ins help identify when to iterate treatment plans over time. This pilot randomized controlled trial (RCT) showed that MOVIN was feasible to implement and highly acceptable to participants. After 6 months, more MOVIN participants were in remission of their depression (~75%) than were participants randomized to a usual care control condition (~51%). These results support proceeding to a larger trial to definitely evaluate the MOVIN program.
Similar content being viewed by others
Data availability
We are unable to make the data for this study publicly available, as participants did not specifically consent to the sharing of their data at the time of initial data collection. However, data sharing agreements may be approved for specific purposes with research ethics board approval and appropriate contractual arrangements in place. Please contact simone.vigod@wchospital.ca for inquiries. Data are stored on secure servers at Women’s College Hospital in Toronto, Ontario.
References
Fawcett, E. J., Fairbrother, N., Cox, M. L., White, I. R. & Fawcett, J. M. The prevalence of anxiety disorders during pregnancy and the postpartum period. J Clin Psychiatry. 80, 18r12527 (2019).
Woody, C. A., Ferrari, A. J., Siskind, D. J., Whiteford, H. A. & Harris, M. G. A systematic review and meta-regression of the prevalence and incidence of perinatal depression. J. Affect Disord. 219, 86–92 (2017).
Hakanen, H. et al. How maternal pre- and postnatal symptoms of depression and anxiety affect early mother-infant interaction? J. Affect. Disord. 257, 83–90 (2019).
Stein, A. et al. Effects of perinatal mental disorders on the fetus and child. Lancet 384, 1800–1819 (2014).
Stewart, D. E. & Vigod, S. Postpartum depression. N. Engl. J. Med. 375, 2177–2186 (2016).
Vigod, S. N. et al. Canadian Network for Mood and Anxiety Treatments 2024 clinical practice guideline for the management of perinatal mood, anxiety, and related disorders: Guide de pratique 2024 du Canadian Network for Mood and Anxiety Treatments pour le traitement des troubles de l’humeur, des troubles anxieux et des troubles connexes perinatals. Can. J. Psychiatry. 70, 7067437241303031 (2025).
Webb, R. et al. Meta-review of the barriers and facilitators to women accessing perinatal mental healthcare. BMJ Open 13, e066703 (2023).
Singla, D. R. et al. Task-sharing and telemedicine delivery of psychotherapy to treat perinatal depression: a pragmatic, noninferiority randomized trial. Nat. Med. 31, 1214–1224 (2025).
Zeng, Z., Peng, J., Liu, L. & Gong, W. Translating research evidence into marketplace application: cohort study of internet-based intervention platforms for perinatal depression. J. Med. Internet Res. 25, e42777 (2023).
Unutzer, J., Carlo, A. D. & Collins, P. Y. Leveraging collaborative care to improve access to mental health care on a global scale. World Psychiatry 19, 36–37 (2020).
Archer, J. et al. Collaborative care for depression and anxiety problems. Cochrane Database Syst. Rev. 10, CD006525 (2012).
Klatter, C. K., van Ravesteyn, L. M. & Stekelenburg, J. Is collaborative care a key component for treating pregnant women with psychiatric symptoms (and additional psychosocial problems)? A systematic review. Arch. Womens Ment. Health 25, 1029–1039 (2022).
Levis, B., Negeri, Z., Sun, Y., Benedetti, A. & Thombs, B. D. Group DESDE. Accuracy of the Edinburgh Postnatal Depression Scale (EPDS) for screening to detect major depression among pregnant and postpartum women: systematic review and meta-analysis of individual participant data. BMJ 371, m4022 (2020).
Canada S. Table 22-10-0113-01 Use of Internet services and technologies by age group and household income quartile. (2022).
Webb, R. et al. Barriers and facilitators to implementing perinatal mental health care in health and social care settings: a systematic review. Lancet Psychiatry 8, 521–534 (2021).
Collaborative Care—Team Structure. Advancing Integrated Mental Health Solutions (AIMS) Center (University of Washington, 2023).
McCabe-Beane, J. E., Segre, L. S., Perkhounkova, Y., Stuart, S. & O’Hara, M. W. The identification of severity ranges for the Edinburgh Postnatal Depression Scale. J. Reprod. Infant Psychol. 34, 293–303 (2016).
Drummond, M., Sculpher, M., Torrance, G., O’Brien, B. & Stoddart, G. Methods for the Economic Evaluation of Health Care Programmes 3rd edn (Oxford University Press, 2005).
Spanier, G. B. Measuring dyadic adjustment: new scales for assessing the quality of marriage and similar dyads. J. Marriage Fam. 38, 15–28 (1976).
Simpson, W., Glazer, M., Michalski, N., Steiner, M. & Frey, B. N. Comparative efficacy of the generalized anxiety disorder 7-item scale and the Edinburgh Postnatal Depression Scale as screening tools for generalized anxiety disorder in pregnancy and the postpartum period. Can. J. Psychiatry 59, 434–440 (2014).
Gold, M., Siegel, J., Russell, L. & Weinstein, M. Cost-Effectiveness in Health and Medicine (Oxford University Press, 1996).
Haskett, M. E., Ahern, L. S., Ward, C. S. & Allaire, J. C. Factor structure and validity of the parenting stress index-short form. J. Clin. Child Adolesc. Psychol. 35, 302–312 (2006).
Yan, M. & Or, C. Factors in the 4-week acceptance of a computer-based, chronic disease self-monitoring system in patients with type 2 diabetes mellitus and/or hypertension. Telemed. J. E Health 24, 121–129 (2018).
McKee, G. B., Pierce, B. S., Donovan, E. K. & Perrin, P. B. Examining models of psychologists’ telepsychology use during the COVID-19 pandemic: a national cross-sectional study. J. Clin. Psychol. 77, 2405–2423 (2021).
Paganin, G., Apolinario-Hagen, J. & Simbula, S. Introducing mobile apps to promote the well-being of German and Italian university students. A cross-national application of the Technology Acceptance Model. Curr. Psychol. 42, 27562–27573 (2023).
Hertzog, M. A. Considerations in determining sample size for pilot studies. Res. Nurs. Health 31, 180–191 (2008).
Molenberghs, G. Linear mixed models. in International Encyclopedia of Statistical Science (ed. Lovric, M.) (Springer, 2011).
Toronto Population 2024. Canada Populatio 2024. https://canadapopulation.org/toronto-population/ (2024).
Archer, J. et al. Collaborative care for depression and anxiety problems. Cochrane Database Syst. Rev. https://doi.org/10.1002/14651858.CD006525.pub2 (2012).
Kates, N. et al. Collaborative mental health care in Canada: challenges, opportunities and new directions. Can. J. Psychiatry 68, 372–398 (2023).
Vigod, S. N. & Dennis, C. L. Advances in virtual care for perinatal mental disorders. World Psychiatry 19, 328–329 (2020).
Coffey, J. D. et al. Implementation of a multisite, interdisciplinary remote patient monitoring program for ambulatory management of patients with COVID-19. NPJ Digital Med. 4, 123 (2021).
Hicks, L. M. et al. Assessment of Canadian perinatal mental health services from the provider perspective: where can we improve? Front. Psychiatry. 13, 929496 (2022).
World Population Review. Ontario Population 2024. https://worldpopulationreview.com/canadian-provinces/ontario (2025).
Lee, J. B., Hinds, A. & Urquia, M. L. Provincial variations in birth outcomes according to maternal country of birth, 2000 to 2016. Statistics Canada. https://www150.statcan.gc.ca/n1/pub/82-003-x/2020004/article/00002-eng.htm (2025).
Salehi, A., Zhang, M., Kithulegoda, N., Vigod, S. & Ivers, N. Validation of the culturally adapted Edinburgh postpartum depression scale among east Asian, southeast Asian and south Asian populations: a scoping review. Int. J. Ment. Health Nurs. 32, 1616–1635 (2023).
Acknowledgements
Funding for the study was provided by the Women’s College Hospital Foundation. We also thank the Daymark Foundation for its financial support in ensuring the diversity of psychoeducational resources on the platform. The funders had no involvement in the design or conduct of the study, nor in the decision to publish the results.
Author information
Authors and Affiliations
Contributions
S.N.V. and A.D. designed the intervention and led the conceptualization of the study, with input from C.L.D., S.G., T.J., and N.I. S.N.V. led the conduct of the study, with substantial support from A.D., M.A., K.B., S.L.G., M.M., and V.S. S.N.V. and S.L.G. led the analysis. All authors contributed to the interpretation of the study results. S.N.V. drafted the manuscript, and all authors revised the manuscript for important intellectual contributions. All authors approved the final draft of the manuscript.
Corresponding author
Ethics declarations
Competing interests
S.V. reports royalties from UpToDate Inc. for authorship of materials related to depression and pregnancy. S.G. reports royalties from UpToDate Inc. for authorship of materials related to depression and pregnancy, the Canadian Pharmacists Association, and Norton for chapters on depression, and honoraria for presentations or writing from LifeSpeak. No other authors have competing interests to declare.
Peer review
Peer review information
Communications Medicine thanks Zoe Darwin and the other, anonymous, reviewers for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Vigod, S.N., Dalfen, A., Dennis, C. et al. The Reproductive Mental health of Ontario Virtual Intervention Network (MOVIN): a pilot randomized controlled trial. Commun Med (2026). https://doi.org/10.1038/s43856-026-01381-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s43856-026-01381-4

