Evidence map›Paper›PMID 24407163›Full record

Trial reportJournal of medical Internet research2014

Keywords to recruit Spanish- and English-speaking participants: evidence from an online postpartum depression randomized controlled trial.

Alinne Z Barrera, Alex R Kelman, Ricardo F Muñoz

2 registry-linked trialsOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
3.9field-weighted citation impact, top 7% of its field
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.

NCT00816725 nacompletednot on this map

Using the Internet for English/Spanish Randomized Trials for Postpartum Depression

TypeinterventionalSponsorUniversity of California, San FranciscoRan2009 to 2013Enrolled1,000ConditionsDepression, Postpartum DepressionArmsMothers and babies Internet course and PPD informational brochure
NCT02469324 nacompletednot on this mapstarted 2015, after this paper: background citation

A Comparative RCT of Brief Internet-based Compassionate Mind Training and Cognitive-behavioral Therapy for Mothers and Their Babies

TypeinterventionalSponsori4HealthRan2015 to 2015Enrolled86ConditionsComparison of Internet-based CBT and CMTArmsCognitive Behavioral Therapy, Compassionate Mind Training
3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 33 citations in OpenAlex.

  1. Getting It "Right".Journal of empirical research on human research ethics : JERHRE · 2016
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  18. Directing the public to evidence-based online content.Journal of the American Medical Informatics Association : JAMIA · 2015
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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

3 authors at 1 institution in 1 country.

Alinne Z BarreraPalo Alto University, Palo Alto, CA, United States. abarrera@paloaltou.edu.
Alex R Kelman
Ricardo F Muñoz
Palo Alto University · US

Funding

Using the Internet Randomized Trials for Post-Partum DepressionF32MH077371 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BARRERA, ALINNE Z · 2006 to 2009
$123k
NIMH NIH HHS F32 MH077371NIMH NIH HHS F32MH077371
6 · The paper itself

Abstract

backgroundOne of the advantages of Internet-based research is the ability to efficiently recruit large, diverse samples of international participants. Currently, there is a dearth of information on the behind-the-scenes process to setting up successful online recruitment tools.

objectiveThe objective of the study was to examine the comparative impact of Spanish- and English-language keywords for a Google AdWords campaign to recruit pregnant women to an Internet intervention and to describe the characteristics of those who enrolled in the trial.

methodsSpanish- and English-language Google AdWords campaigns were created to advertise and recruit pregnant women to a Web-based randomized controlled trial for the prevention of postpartum depression, the Mothers and Babies/Mamás y Bebés Internet Project. Search engine users who clicked on the ads in response to keyword queries (eg, pregnancy, depression and pregnancy) were directed to the fully automated study website. Data on the performance of keywords associated with each Google ad reflect Web user queries from February 2009 to June 2012. Demographic information, self-reported depression symptom scores, major depressive episode status, and Internet use data were collected from enrolled participants before randomization in the intervention study.

resultsThe Google ads received high exposure (12,983,196 impressions) and interest (176,295 clicks) from a global sample of Web users; 6745 pregnant women consented to participate and 2575 completed enrollment in the intervention study. Keywords that were descriptive of pregnancy and distress or pregnancy and health resulted in higher consent and enrollment rates (i.e., high-performing ads). In both languages, broad keywords (eg, pregnancy) had the highest exposure, more consented participants, and greatest cost per consent (up to US $25.77 per consent). The online ads recruited a predominantly Spanish-speaking sample from Latin America of Mestizo racial identity. The English-speaking sample was also diverse with most participants residing in regions of Asia and Africa. Spanish-speaking participants were significantly more likely to be of Latino ethnic background, not married, completed fewer years of formal education, and were more likely to have accessed the Internet for depression information (P<.001).

conclusionsThe Internet is an effective method for reaching an international sample of pregnant women interested in online interventions to manage changes in their mood during the perinatal period. To increase efficiency, Internet advertisements need to be monitored and tailored to reflect the target population's conceptualization of health issues being studied.

trial registrationClinicalTrials.gov NCT00816725; http://clinicaltrials.gov/show/NCT00816725 (Archived by WebCite at http://www.webcitation.org/6LumonjZP).

Indexed as

LanguageClinical Trials as TopicDepression, PostpartumFemaleHumansMexicoPatient SelectionUnited Statesdepression, postpartumInternet interventionpreventionresearch subject recruitmentSpanish speakingwomen

Identifiers

PMID24407163
PMCPMC3906894
OpenAlexW2038018787

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.