ArticleJournal of medical Internet research2014
Using Google AdWords for international multilingual recruitment to health research websites.
Article 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. Cited by 18 papers.
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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.
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Who cites it
18 citing papers in PubMed.
- A/B design testing of a clinical trial recruitment website: A pilot study to enhance the enrollment of older adults.Contemporary clinical trials · 2021Trial
- Participant Recruitment and Retention in Remote eHealth Intervention Trials: Methods and Lessons Learned From a Large Randomized Controlled Trial of Two Web-Based Smoking Interventions.Journal of medical Internet research · 2018Trial
- Baseline Characteristics and Generalizability of Participants in an Internet Smoking Cessation Randomized Trial.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2016Trial
- Effectiveness and Cost-effectiveness of School-based Dissemination Strategies of an Internet-based Program for the Prevention and Early Intervention in Eating Disorders: A Randomized Trial.Prevention science : the official journal of the Society for Prevention Research · 2016Trial
- Efficient Online Recruitment of Patients With Depressive Symptoms Using Social Media: Cross-Sectional Observational Study.JMIR mental health · 2025Observational
- Suicidality in the Arab World: Results from an Online Screener.Community mental health journal · 2023Article
- Prevalence and Outcomes of Web-Based Health Information Seeking for Acute Symptoms: Cross-Sectional Study.Journal of medical Internet research · 2020Article
- Using Google Ads to recruit and retain a cohort considering abortion in the United States.Contraception: X · 2020Article
- Website Analytics of a Google Ads Campaign for a Men's Mental Health Website: Comparative Analysis.JMIR mental health · 2018Article
- A bilingual, Internet-based, targeted advertising campaign for prostate cancer clinical trials: Assessing the feasibility, acceptability, and efficacy of a novel recruitment strategy.Contemporary clinical trials communications · 2018Article
- Comparing Amazon Mechanical Turk with unpaid internet resources in online clinical trials.Internet interventions · 2018Article
- Using Mechanical Turk to recruit participants for internet intervention research: experience from recruitment for four trials targeting hazardous alcohol consumption.BMC medical research methodology · 2017Article
- Sexual orientation and treatment-seeking for depression in a multilingual worldwide sample.Journal of affective disorders · 2016Article
- The Inclusion of African-American Study Participants in Web-Based Research Studies: Viewpoint.Journal of medical Internet research · 2016Article
- Conducting a fully mobile and randomised clinical trial for depression: access, engagement and expense.BMJ innovations · 2016Article
- Directing the public to evidence-based online content.Journal of the American Medical Informatics Association : JAMIA · 2015Article
- Participant retention in an automated online monthly depression rescreening program: patterns and predictors.Internet interventions · 2014Article
- Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundGoogle AdWords, the placement of sponsored links in Google search results, is a potent method of recruitment to Internet-based health studies and interventions. However, the performance of Google AdWords varies considerably depending on the language and the location of the target audience.
objectiveOur goal was to describe differences in AdWords performance when recruiting participants to the same study conducted in four languages and to determine whether AdWords campaigns can be optimized in order to increase recruitment while decreasing costs.
methodsGoogle AdWords were used to recruit participants to the Mood Screener, a multilingual online depression screening tool available in English, Russian, Spanish, and Chinese. Two distinct recruitment periods are described: (1) "Unmanaged", a 6-month period in which ads were allowed to run using only the AdWords tool itself, with no human intervention, and (2) "Managed", a separate 7-week period during which we systematically sought to optimize our recruitment campaigns.
resultsDuring 6 months of unmanaged recruitment, our ads were shown over 1.3 million times, resulting in over 60,000 site visits. The average click-through rate (ratio of ads clicked to ads displayed) varied from 1.86% for Chinese ads to 8.48% for Russian ads, as did the average cost-per-click (from US $0.20 for Chinese ads to US $0.50 for English ads). Although Chinese speakers' click-through rate was lowest, their rate of consenting to participate was the highest, at 3.62%, with English speakers exhibiting the lowest consent rate (0.97%). The conversion cost (cost to recruit a consenting participant) varied from US $10.80 for Russian speakers to US $51.88 for English speakers. During the 7 weeks of "managed" recruitment, we attempted to improve AdWords' performance in regards to the consent rate and cost by systematically deleting underperforming ads and adjusting keywords. We were able to increase the number of people who consent after coming to the site by 91.8% while also decreasing per-consent cost by 23.3%.
conclusionsOur results illustrate the need to linguistically and culturally adapt Google AdWords campaigns and to manage them carefully to ensure the most cost-effective results.
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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.