Evidence map›Paper›PMID 41109080›Full record

Trial reportDrug and alcohol dependence2025

An evaluation of paid social media advertising and traditional advertising for addiction research recruitment.

Laura C Chambers, Tayla Giguere, Ralph A Welwean, Alyssa M Peachey, Sarah E Wiehe, Matthew C Aalsma, Megan L Ranney, Francesca L Beaudoin

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Drug and alcohol dependence, 2025. 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. Observational
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

8 authors.

Laura C ChambersBrown University School of Public Health, Providence, RI, USA. Electronic address: laura_chambers@brown.edu.
Tayla GiguereBrown University School of Public Health, Providence, RI, USA.
Ralph A WelweanBrown University School of Public Health, Providence, RI, USA.
Alyssa M PeacheyBrown University School of Public Health, Providence, RI, USA.
Sarah E WieheIndiana University School of Medicine, Indianapolis, IN, USA.
Matthew C AalsmaIndiana University School of Medicine, Indianapolis, IN, USA.
Megan L RanneyYale University School of Public Health, New Haven, CT, USA.
Francesca L BeaudoinBrown University School of Public Health, Providence, RI, USA.

Funding

Increasing Peer Support for OUD Recovery through Digital Health: A National Randomized Controlled TrialR01DA054698 · NIDA · BROWN UNIVERSITY · PI BEAUDOIN, FRANCESCA, RANNEY, MEGAN LARIN · 2021 to 2025
$4.0M
NIDA NIH HHS R01 DA054698
6 · The paper itself

Abstract

backgroundSocial media advertising may improve efficiency and reduce costs for research recruitment. However, few studies comparing social media-based and traditional recruitment methods aimed to recruit people with a history of substance use.

methodsBetween May 2022 and September 2024, we enrolled people in treatment and/or recovery from an opioid use disorder into a randomized trial of a mobile app-based peer recovery support program with six months of follow-up. We used multiple recruitment strategies including paid social media advertising (Facebook, Craigslist) and traditional methods (trial website, bus advertisements, flyers). We summarized cost per enrollment, enrollments per month, and the percentage of inquiries that were valid, valid inquiries that were from eligible people, and eligible people who enrolled by advertising modality.

resultsAll measures of performance differed by modality (each P < 0.01). Cost per enrollment was lowest for the trial website, flyers, and Craigslist ($0-$13.88) and highest for bus advertisements and Facebook ($101.30-$644.26). Recruitment rates were highest for Facebook and Craigslist (10.0-14.7 enrollments/month) and lowest for flyers, bus advertisements, and the trial website (2.9-6.2 enrollments/month). Craigslist was least likely to yield valid inquiries (59.0 % vs. 68.8 %-77.8 %). Valid inquiries from Facebook were least likely to be from eligible people (33.0 % vs. 53.8%-65.2 %), and eligible people identified through Facebook were least likely to enroll (55.2 % vs. 76.3%-91.1 %). DISCUSSION: Researchers recruiting a national sample of people with a history of substance use may maximize cost-effectiveness and efficiency by using a study website and paid Craigslist advertisements. Flyers may also be highly cost-effective for local recruitment.

Indexed as

AdvertisingOpioid-Related DisordersPatient SelectionSocial MediaAdultFemaleHumansMaleMiddle AgedOnline recruitmentOpioid use disorderPeople who use drugsResearch recruitmentSocial marketing

Identifiers

PMID41109080
PMCPMC12671551

What OpenQuestion holds

Textmetadata
LicenceTDM
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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.