Graham Amanda L, Fang Ye, Moreno Jose L, Streiff Shawn L, Villegas Jorge, Muñoz Ricardo F, Tercyak Kenneth P, Mandelblatt Jeanne S, Vallone Donna M
Schroeder Institute for Tobacco Research & Policy Studies, American Legacy Foundation, Washington, DC, USA.
J Med Internet Res. 2012 Aug 27;14(4):e116. doi: 10.2196/jmir.2162.
BACKGROUND: Tobacco 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. OBJECTIVE: Phase 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. METHODS: In 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. RESULTS: In 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). CONCLUSIONS: Online 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.
背景:在美国,帮助拉丁裔戒烟是一项公共卫生重点工作,尤其是考虑到这一人群数量的相对快速增长。尽管相当一部分美国拉丁裔使用互联网,但他们不像其他种族/族裔亚群体那样积极参与基于网络的戒烟项目。缺乏针对特定文化的广告宣传可能是造成这种差异的部分原因。 目的:本研究的第一阶段重点是开发四个西班牙语在线横幅广告,以推广一个免费的西班牙语戒烟网站(es.BecomeAnEX.org)。第二阶段研究了这四个横幅广告在吸引和招募拉丁裔吸烟者访问戒烟网站方面的相对效果。 方法:在第一阶段,200名讲西班牙语的拉丁裔吸烟者完成了一项在线调查,以表明他们对融入家庭文化价值观(家庭主义)或宿命论的西班牙语横幅广告的偏好。广告包括信息框架(获得与损失)和文化定位深度(表面与深入)的变化。在第二阶段,采用拉丁方设计评估了第一阶段中四个首选广告的效果。从2009年8月到11月的四个月里,广告在四个受欢迎的拉丁裔网站(拉丁裔聚友网、拉丁裔MSN、MiGente和雅虎西班牙语版)上系统轮换展示。跟踪软件记录了广告点击量和戒烟网站的注册人数。负二项回归和一般线性模型分析了信息框架和文化定位深度对四个结果的主要和交互作用:点击量、点击率、注册人数和每个注册者的成本。 结果:在第一阶段,吸烟者更喜欢以家庭主义为特色的四个广告。在第二阶段,共展示了24,829,007次广告,产生了24,822次点击,总体点击率为0.10%,有500人注册(转化率为2.77%)。广告成本总计104,669.49美元,导致每次点击的总成本为4.22美元,每个注册者的成本为209.34美元。网站投放位置对所有四个结果都有预测作用(所有P值<0.01)。雅虎西班牙语版的点击率最高(0.167%),注册人数最多(n = 267)。信息框架和文化定位的交互作用不显著。与假设相反,损失框架的广告比获得框架的广告点击率更高(点估计 = 1.08,95%置信区间1.03 - 1.14,P = 0.004),表面定位的广告在点击量(点估计 = 1.20,95%置信区间1.13 - 1.28,P < 0.001)、点击率(点估计 = 1.22,95%置信区间1.16 - 1.29,P < 0.001)和注册人数(点估计 = 2.73,95%置信区间2.14 - 3.48,P < 0.001)方面优于深入定位的广告。 结论:在线广告可以是一种有效且具有成本效益的策略,用于吸引讲西班牙语的拉丁裔吸烟者参与基于证据的网络戒烟项目。文化定位和与吸烟相关的图像可能是横幅广告设计的重要因素。在线广告在基于网络的戒烟项目实施和研究方面具有潜力。
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