ArticleJournal of medical Internet research2012
Online advertising to reach and recruit Latino smokers to an internet cessation program: impact and costs.
Article in Journal of medical Internet research, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 5 of them syntheses that pooled it.
What it found
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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.
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Who cites it
38 citing papers in PubMed, 5 syntheses or guidelines pooled it, 55 citations in OpenAlex.
- Elements Influencing User Engagement in Social Media Posts on Lifestyle Risk Factors: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Effects of Message Framing on Cancer Prevention and Detection Behaviors, Intentions, and Attitudes: Systematic Review and Meta-analysis.Journal of medical Internet research · 2021Pooled it
- Online Patient Recruitment in Clinical Trials: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- Social media recruitment for mental health research: A systematic review.Comprehensive psychiatry · 2020Pooled it
- Targeted mass media interventions promoting healthy behaviours to reduce risk of non-communicable diseases in adult, ethnic minorities.The Cochrane database of systematic reviews · 2017Pooled it
- 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
- Keywords to recruit Spanish- and English-speaking participants: evidence from an online postpartum depression randomized controlled trial.Journal of medical Internet research · 2014Trial
- Recruitment to online therapies for depression: pilot cluster randomized controlled trial.Journal of medical Internet research · 2013Trial
- Internet-based recruitment to a depression prevention intervention: lessons from the Mood Memos study.Journal of medical Internet research · 2013Trial
- Article
- Spanish-Language Tobacco-Related Posts on Twitter: Content Analysis.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- Perceptions of electronic cigarettes among ethno-culturally diverse Latino adults in four US urban centers.Ethnicity & health · 2022Article
- Engaging smokers in research: Utility of Facebook in facilitating recruitment to a smoking cessation study.Contemporary clinical trials · 2021Article
- Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial.Clinical trials (London, England) · 2020Article
- Cost Per Participant Recruited From Rural and Remote Areas Into a Smoking Cessation Trial Via Online or Traditional Strategies: Observational Study.Journal of medical Internet research · 2019Observational
- Facebook for recruiting Spanish- and English-speaking smokers.Internet interventions · 2019Article
- Pro-tobacco marketing and anti-tobacco campaigns aimed at vulnerable populations: A review of the literature.Tobacco induced diseases · 2019Review
- Comparing Amazon Mechanical Turk with unpaid internet resources in online clinical trials.Internet interventions · 2018Article
- Using Facebook to Recruit Parents to Participate in a Family Program to Prevent Teen Drug Use.Prevention science : the official journal of the Society for Prevention Research · 2018Article
Corrections and comments
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Authors and funding
9 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundTobacco cessation among Latinos is a public health priority in the United States, particularly given the relatively high growth of this population segment. Although a substantial percentage of American Latinos use the Internet, they have not engaged in Web-based cessation programs as readily as other racial/ethnic subgroups. A lack of culturally specific advertising efforts may partly explain this disparity.
objectivePhase I of this study focused on the development of four Spanish-language online banner advertisements to promote a free Spanish-language smoking cessation website (es.BecomeAnEX.org). Phase II examined the relative effectiveness of the four banner ads in reaching and recruiting Latino smokers to the cessation website.
methodsIn Phase I, 200 Spanish-speaking Latino smokers completed an online survey to indicate their preference for Spanish-language banner ads that incorporated either the cultural value of family (familismo) or fatalism (fatalismo). Ads included variations on message framing (gain vs loss) and depth of cultural targeting (surface vs deep). In Phase II, a Latin square design evaluated the effectiveness of the four preferred ads from Phase I. Ads were systematically rotated across four popular Latino websites (MySpace Latino, MSN Latino, MiGente, and Yahoo! en Español) over four months from August to November 2009. Tracking software recorded ad clicks and registrants on the cessation website. Negative binomial regression and general linear modeling examined the main and interacting effects of message framing and depth of cultural targeting for four outcomes: number of clicks, click-through rate, number of registrants, and cost per registrant.
resultsIn Phase I, smokers preferred the four ads featuring familismo. In Phase II, 24,829,007 impressions were placed, yielding 24,822 clicks, an overall click-through rate of 0.10%, and 500 registrants (2.77% conversion rate). Advertising costs totaled US $104,669.49, resulting in an overall cost per click of US $4.22 and cost per registrant of US $209.34. Website placement predicted all four outcomes (all P values < .01). Yahoo! en Español yielded the highest click-through rate (0.167%) and number of registrants (n = 267). The message framing and cultural targeting interaction was not significant. Contrary to hypotheses, loss-framed ads yielded a higher click-through rate than gain-framed ads (point estimate = 1.08, 95% CI 1.03 1.14, P = 0.004), and surface-targeted ads outperformed deep-targeted ads for clicks (point estimate = 1.20, 95% CI 1.13 1.28, P < .001), click-through rate (point estimate = 1.22, 95% CI 1.16 1.29, P < .001), and number of registrants (point estimate = 2.73, 95% CI 2.14 3.48, P < .001).
conclusionsOnline advertising can be an effective and cost-efficient strategy to reach and engage Spanish-speaking Latino smokers in an evidence-based Internet cessation program. Cultural targeting and smoking-relevant images may be important factors for banner ad design. Online advertising holds potential for Web-based cessation program implementation and research.
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