Evidence map›Paper›PMID 41056322›Full record

ArticlePloS one2025

Sources of successful participant engagement in a public health research study: A focus on a Latino community.

Angel Lomeli, Arleth A Escoto, Breanna Reyes, Kayleigh Kornher, Keira Beltran-Murillo, Kathia Nuñez, Ariel Cohen, Maria Linda Burola, Isabel Villegas, Scarlet Flores and 9 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

19 authors.

Angel LomeliDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego, La Jolla, California, United States of America.ORCID https://orcid.org/0009-0006-6560-5387
Arleth A EscotoDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego, La Jolla, California, United States of America.
Breanna ReyesDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego, La Jolla, California, United States of America.
Kayleigh KornherUniversity of California San Diego, La Jolla, California, United States of America.
Keira Beltran-MurilloUniversity of California San Diego, La Jolla, California, United States of America.ORCID https://orcid.org/0009-0006-7151-3454
Kathia NuñezUniversity of California San Diego, La Jolla, California, United States of America.
Ariel CohenUniversity of California San Diego, La Jolla, California, United States of America.ORCID https://orcid.org/0009-0003-7981-2262
Maria Linda BurolaDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego, La Jolla, California, United States of America.
Isabel VillegasUniversity of California San Diego, La Jolla, California, United States of America.
Scarlet FloresDepartment of Research and Health Promotion, San Ysidro Health, San Ysidro, California, United States of America.
Ana Perez-PortilloDepartment of Research and Health Promotion, San Ysidro Health, San Ysidro, California, United States of America.
Norma PorrasDepartment of Research and Health Promotion, San Ysidro Health, San Ysidro, California, United States of America.
Melody TorresUniversity of California San Diego, La Jolla, California, United States of America.
Linda SalginDepartment of Research and Health Promotion, San Ysidro Health, San Ysidro, California, United States of America.
Kelli L CainHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, United States of America.
Nicole A StadnickDepartment of Psychiatry, University of California San Diego, La Jolla, California, United States of America.ORCID https://orcid.org/0000-0001-6520-2920
Louise C LaurentDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego, La Jolla, California, United States of America.ORCID https://orcid.org/0000-0002-2095-7534
Borsika A RabinHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, United States of America.
Marva SeifertDepartment of Medicine, University of California San Diego, La Jolla, California, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLatino populations remain vastly underrepresented in clinical and translational research. This study aims to characterize the most common sources of successful participant engagement within our sample.

methodsBetween February 2022 and March 2023, research staff systematically recorded how participants learned about an ongoing study (which we term source of successful participant engagement) designed to co-create and implement a COVID-19 testing program in a U.S./Mexico border community. Demographic characteristics were correlated with each source of participant engagement at the univariate level using a chi-squared test and, if significant, were included in a multinomial logistic regression model to determine the association between participant characteristics and source of participant engagement.

resultsA total of 2836 individuals responded to questions regarding source of participant engagement; the most common responses were: Word of Mouth (32%), Clinic/Provider referral (32%), and Walk Up to the testing site (21%). Males were 35% less likely than female participants to report having heard of the study through their Clinic/Provider compared to Walk Up (p < .01). Participants <18 years of age were 2.78 times as likely compared to individuals >54 years of age to have learned about the study through Word of Mouth compared to Walk Up (p < .01). Compared to Walk Up, participants who lived outside San Ysidro were 2.36 times more likely to be recruited through their Clinic/Provider (p < .01) and 2.11 times more likely through Word of Mouth (p < .01), compared those in San Ysidro. Education and clinical symptoms were not significantly associated with engagement source.

conclusionAdvancing our understanding of sources of successful participant engagement in marginalized communities is necessary to increase equitable participation in clinical and translational research.

Indexed as

COVID-19Hispanic or LatinoPatient ParticipationPublic HealthAdolescentAdultAgedCOVID-19 TestingFemaleHumansMaleMexicoMiddle AgedSARS-CoV-2WhiteYoung Adult

Identifiers

PMID41056322
PMCPMC12503261

What OpenQuestion holds

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Registered trials

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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.