Evidence map›Paper›PMID 42269684›Full record

ArticleJournal of medical Internet research2026

A Preventive Social Media Intervention for Perinatal Depression and Anxiety in Regional, Rural, and Remote Communities: Participatory Co-Design Study.

Kacey Jane Lynch, Adrian Brian Royce Shatte, Jessica Muller, Kendall George, Gisele Rossini, Angela Anson, Courtney Hala, James Dimmock, Delyse Hutchinson, Samantha Teague

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Kacey Jane LynchDepartment of Psychology, College of Healthcare Sciences, James Cook University, 1 James Cook Drive, Townsville, Queensland, 4814, Australia, 61 74781 6354.ORCID http://orcid.org/0009-0006-2467-225X
Adrian Brian Royce ShatteDepartment of Information Technology, College of Science and Engineering, James Cook University, Townsville, Queensland, Australia.ORCID http://orcid.org/0000-0002-6225-9697
Jessica MullerDepartment of Psychology, College of Healthcare Sciences, James Cook University, 1 James Cook Drive, Townsville, Queensland, 4814, Australia, 61 74781 6354.ORCID http://orcid.org/0000-0002-3105-5069
Kendall GeorgeDepartment of Nursing and Midwifery, College of Healthcare Sciences, James Cook University, Townsville, Queensland, Australia.ORCID http://orcid.org/0000-0002-5405-7964
Gisele RossiniDepartment of Psychology, College of Healthcare Sciences, James Cook University, 1 James Cook Drive, Townsville, Queensland, 4814, Australia, 61 74781 6354.ORCID http://orcid.org/0009-0009-6688-5837
Angela AnsonCairns Perinatal and Infant Mental Health (PIMH), Cairns Hospital, Cairns, Queensland, Australia.ORCID http://orcid.org/0009-0009-6171-799X
Courtney HalaChildren's Health Queensland Hospital and Health Service, Brisbane, Queensland, Australia.ORCID http://orcid.org/0009-0007-7479-3858
James DimmockDepartment of Psychology, College of Healthcare Sciences, James Cook University, 1 James Cook Drive, Townsville, Queensland, 4814, Australia, 61 74781 6354.ORCID http://orcid.org/0000-0002-4475-8169
Delyse HutchinsonDeakin Lifespan Institute, School of Psychology, Faculty of Health, Deakin University, Melbourne, Australia.ORCID http://orcid.org/0000-0003-3221-7143
Samantha TeagueDepartment of Psychology, College of Healthcare Sciences, James Cook University, 1 James Cook Drive, Townsville, Queensland, 4814, Australia, 61 74781 6354.ORCID http://orcid.org/0000-0002-0487-7307

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Perinatal depression and anxiety are significant public health concerns, affecting up to 1 in 5 women globally, with disproportionate burden carried by women in regional, rural, and remote communities where structural and social inequities amplify vulnerability. Access to perinatal mental health support in these settings is severely constrained by geographical isolation, workforce shortages, financial barriers, and a lack of culturally safe services. Prevention is recognized as critical to reducing this burden, with evidence suggesting that effective preventive approaches can reduce population-level illness by up to 40% and alleviate downstream demand on overstretched services. Digital mental health interventions hold promise for improving access to support, yet few are co-designed with underserved perinatal populations. Objective: This study aimed to identify the mental health needs of perinatal women in regional, rural, and remote communities and to co-design a framework for a preventive social media-based intervention informed by platform-specific affordances and constraints, using Northern Queensland, Australia, as an exemplar. Methods: Using a participatory co-design approach, 26 perinatal women (21 postnatal and 5 antenatal) and 8 mental health care professionals from regional, rural, and remote Northern Queensland participated in focus groups or interviews, supplemented by ongoing consultation with a community advisory group comprising lived experience representatives, clinicians, and local community leaders. Qualitative data were analyzed using reflexive thematic analysis to identify core community mental health needs. Identified needs were then examined through a needs-affordances framework to determine how specific platform features could address, enable, or constrain those needs in the context of a preventive intervention. Results: Five core mental health needs were identified: (1) social connection and support; (2) personalized and respectful health care; (3) information that empowers; (4) place-based and culturally safe support; and (5) accessible, low-burden digital formats. Participants viewed social media as a potentially useful platform for fostering peer connection, normalizing perinatal experiences, and providing timely psychoeducation. However, both mothers and professionals expressed concerns about misinformation, harmful social comparison, and privacy risks that must be proactively addressed in program design. These insights were synthesized into a set of prototype design guidelines specifying recommended content, features, tone, and delivery formats to inform subsequent intervention development. Conclusions: This study provides a place-based, co-designed needs-affordances framework to guide the development of a preventive social media-based intervention for perinatal mental health support in regional, rural, and remote communities. The findings demonstrate that social media is an acceptable and promising platform for preventive perinatal mental health support in these settings, provided that design is driven by community need, platform affordances are systematically analyzed, and known risks are explicitly mitigated. These findings address a significant gap in the literature and offer a replicable methodological approach for co-designing contextually relevant digital mental health interventions with underserved populations.

Indexed as

AnxietyDepressionRural PopulationSocial MediaAdultDigital MediaFemaleFocus GroupsHumansPregnancyQueenslandanxietyco-designdepressionmaternalmental healthparticipatory researchpatient and public involvementperinatalPPIpregnantpreventionregionalremoteruralsocial mediatelemedicine

Identifiers

PMID42269684
PMCPMC13252985

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.