Evidence map›Paper›PMID 41843777›Full record

Observational studyJMIR formative research2026

A Comparison of Participant Demographics Across Co-Designed Recruitment Methods to Two Student Mental Health Trials: Cross-Sectional Observational Study.

Jemima Dooley, Alanis Whitmore, Ella Gillett, Edward Watkins

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in JMIR formative 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

4 authors.

Jemima DooleyMood Disorders Centre, School of Psychology, University of Exeter, Henry Wellcome Building for Mood Disorders Research, Perry Rd, Exeter, EX4 4QG, United Kingdom, 44 01392 726449 ext 6647.ORCID 0000-0003-3418-8112
Alanis WhitmoreMood Disorders Centre, School of Psychology, University of Exeter, Henry Wellcome Building for Mood Disorders Research, Perry Rd, Exeter, EX4 4QG, United Kingdom, 44 01392 726449 ext 6647.ORCID 0009-0005-0663-5589
Ella GillettMood Disorders Centre, School of Psychology, University of Exeter, Henry Wellcome Building for Mood Disorders Research, Perry Rd, Exeter, EX4 4QG, United Kingdom, 44 01392 726449 ext 6647.ORCID 0009-0007-8048-4699
Edward WatkinsMood Disorders Centre, School of Psychology, University of Exeter, Henry Wellcome Building for Mood Disorders Research, Perry Rd, Exeter, EX4 4QG, United Kingdom, 44 01392 726449 ext 6647.ORCID 0000-0002-2432-5577

Funding

Medical Research Council MR/ W002442/1
6 · The paper itself

Abstract

Background: Using social media platforms has been demonstrated to be a successful recruitment method, especially for young people. Two cited benefits of using social media for recruitment are its ability to quickly increase sample size and engage hard-to-reach participants. Objective: This study aimed to (1) provide a pragmatic depiction of co-designing and implementing a social media strategy with our advisory group and (2) compare demographic information of participants recruited via social media and other methods. Our objective was to provide evidence for future trials to implement social media recruitment with maximum efficiency. Methods: Participants were 2369 UK university students who consented to take part during the recruitment timeframe of 2 mental health trials. Our student advisory group advised on content, platform, and timing of engagement. We trialed 10 different adverts over a 12-month recruitment period. Descriptive analysis evaluated advert reach and link clicks using Meta/TikTok business data, website traffic using Google Analytics, screening consent, and enrollment using REDCap (Research Electronic Data Capture; Vanderbilt University) software. A cross-sectional observational analysis used chi-square and t tests to compare ethnicity, gender, sexual orientation, disability status, and university attended among 842 participants recruited via social media and 1527 participants recruited by other methods. Results: Through extensive student advisor input, an Instagram carousel advert led to a boost in participant recruitment. However, this fluctuated over the academic year, with numbers dropping completely over the summer months. All tests used α=.05. There was a difference in gender among those recruited through social media versus other recruitment methods on campus (χ²2=8.34, P=.02), with social media resulting in a higher proportion of gender-diverse students (27/370, 7% vs 30/711, 4%; 95% CI 3.4%-13.7%), but fewer male students (35/370, 4%, 95% CI [3.4%-13.7%] vs 99/711, 7%, 95% CI [1.6%-9.8%]). Those recruited from social media were younger than those recruited through other methods, with a mean difference of -3.49 years (SE=0.31, 95% CI [-3.94 to -3.04]; t1927.5=15.146, P<.001). A significantly higher proportion of students in the social media sample were from the LGBTQIA+ community (180/351, 51%, 95% CI [41.3%-60.6%] vs 350/711, 37%, 95% CI [28.2%-46.8%]; χ²1=17.87, P<.001). There was also a significant difference in the reported disability (103/375, 27.5%, 95% CI [19.7%-37.0%] vs 154/723, 21.3%, 95% CI [14.4%-30.3%]; χ²1=4.90, P=.03). There was no difference in ethnicity between the 2 groups (χ²1=2.4609, P=.12). Conclusions: Our study describes how different recruitment approaches influence participant characteristics in clinical trials and highlights challenges in implementing a co-designed recruitment strategy in a university setting. This contributes to the field by providing research evidence on the efficacy of different recruitment strategies for planning future trials. Our key real-world recommendation is to allow time and resources for planning multiple recruitment strategies to ensure a diverse range of participants take part in research.

Indexed as

DemographyPatient SelectionSocial MediaStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansMaleMental HealthUnited KingdomUniversitiesYoung Adultdiversityinterventionmental healthsocial mediatrial recruitment

Identifiers

PMID41843777
PMCPMC12994762

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.