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寻找基于网络的原始DNA解读服务的消费者:利用社交媒体针对难以触及的人群

The Search for Consumers of Web-Based Raw DNA Interpretation Services: Using Social Media to Target Hard-to-Reach Populations.

作者信息

Cahill Tiernan J, Wertz Blake, Zhong Qiankun, Parlato Andrew, Donegan John, Forman Rebecca, Manot Supriya, Wu Tianyi, Xu Yazhu, Cummings James J, Norkunas Cunningham Tricia, Wang Catharine

机构信息

Divison of Emerging Media, Boston University College of Communication, Boston, MA, United States.

Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, United States.

出版信息

J Med Internet Res. 2019 Jul 30;21(7):e12980. doi: 10.2196/12980.

DOI:10.2196/12980
PMID:31364607
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6691676/
Abstract

BACKGROUND

In recent years, there has been a proliferation of third-party Web-based services available to consumers to interpret raw DNA from direct-to-consumer genetic testing companies. Little is known about who uses these services and the downstream health implications. Identifying this hard-to-reach population of consumers for research raised questions about the most effective recruitment methods to undertake. Past studies have found that Web-based social media survey distribution can be cost-effective for targeting hard-to-reach populations, yet comparative efficacy information across platforms is limited.

OBJECTIVE

The aim of this study was to identify the most effective Web-based strategies to identify and recruit the target population of direct-to-consumer genetic testing users who also made use of third-party interpretation services to analyze their raw genetic data. Web-based survey recruitment methods varying by social media platform and advertising method were compared in terms of cost-effectiveness and demographics of survey respondents.

METHODS

A total of 5 Web-based survey distribution conditions were examined: 4 paid advertising services and 1 unpaid service. For the paid services, a 2x2 quasi-experimental design compared social media platforms (Facebook vs Twitter) and advertising tracking metrics (by click vs by conversion). The fifth unpaid comparison method consisted of study postings on the social media platform, Reddit, without any paid advertising. Links to identical Web-based versions of the study questionnaire were posted for 10 to 14 days for each of the distribution conditions, which allowed tracking the number of respondents that entered and completed the questionnaire by distribution condition.

RESULTS

In total, 438 individuals were recruited to the study through all conditions. A nearly equivalent number of participants were recruited from paid campaigns on Facebook (n=159) and Twitter (n=167), with a smaller sample recruited on Reddit (n=112). Significantly more participants were recruited through conversion-tracking (n=222) than through click-tracking campaigns (n=104; Z=6.5, P<.001). Response rates were found to be partially driven by organic sharing of recruitment materials among social media users. Conversion tracking was more cost-effective than click tracking across paid social media platforms. Significant differences in terms of gender and age distributions were noted between the platforms and between the tracking metrics.

CONCLUSIONS

Web-based recruitment methods were effective at recruiting participants from a hard-to-reach population in a short time frame. There were significant differences in the effectiveness of various paid advertising techniques. Recruitment through Web-based communities also appeared to perform adequately, yet it may be limited by the number of users accessible in open community groups. Future research should evaluate the impact of organic sharing of recruitment materials because this appeared to play a substantial role in the observed effectiveness of different methods.

摘要

背景

近年来,面向消费者的第三方基于网络的服务激增,可用于解读直接面向消费者的基因检测公司提供的原始DNA数据。对于谁使用这些服务以及其对健康的潜在影响,人们知之甚少。识别这一难以接触到的消费者群体进行研究,引发了关于最有效招募方法的问题。过去的研究发现,基于网络的社交媒体调查分发对于定位难以接触到的人群可能具有成本效益,但跨平台的比较效果信息有限。

目的

本研究的目的是确定最有效的基于网络的策略,以识别和招募直接面向消费者的基因检测用户这一目标群体,这些用户还利用第三方解读服务来分析他们的原始基因数据。比较了基于网络的调查招募方法在成本效益和调查对象人口统计学方面因社交媒体平台和广告方法的不同。

方法

共研究了5种基于网络的调查分发条件:4种付费广告服务和1种免费服务。对于付费服务,采用2×2准实验设计比较社交媒体平台(Facebook与Twitter)和广告跟踪指标(按点击量与按转化率)。第五种免费比较方法包括在社交媒体平台Reddit上发布研究招募信息,不进行任何付费广告。在每种分发条件下,将相同基于网络版本的研究问卷链接发布10至14天,这样可以按分发条件跟踪进入并完成问卷的受访者数量。

结果

通过所有条件共招募了438人参与研究。从Facebook上的付费活动(n = 159)和Twitter上的付费活动(n = 167)招募的参与者数量几乎相同,在Reddit上招募的样本较小(n = 112)。通过转化率跟踪招募的参与者(n = 222)明显多于通过点击量跟踪活动招募的参与者(n = 104;Z = 6.5,P <.001)。发现回复率部分是由社交媒体用户之间对招募材料的自然分享驱动的。在付费社交媒体平台上,转化率跟踪比点击量跟踪更具成本效益。在平台之间以及跟踪指标之间,在性别和年龄分布方面存在显著差异。

结论

基于网络的招募方法在短时间内有效地从难以接触到的人群中招募了参与者。各种付费广告技术的有效性存在显著差异。通过基于网络的社区进行招募似乎也表现良好,但可能会受到开放社区群组中可接触用户数量的限制。未来的研究应评估招募材料自然分享的影响,因为这似乎在不同方法的观察效果中发挥了重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/185f408ba00a/jmir_v21i7e12980_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/3cd16039ef7a/jmir_v21i7e12980_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/6d6f733a521f/jmir_v21i7e12980_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/8265213e90cd/jmir_v21i7e12980_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/74ccd3fdc53e/jmir_v21i7e12980_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/8ee2965f1494/jmir_v21i7e12980_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/185f408ba00a/jmir_v21i7e12980_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/3cd16039ef7a/jmir_v21i7e12980_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/6d6f733a521f/jmir_v21i7e12980_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/8265213e90cd/jmir_v21i7e12980_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/74ccd3fdc53e/jmir_v21i7e12980_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/8ee2965f1494/jmir_v21i7e12980_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/791c/6691676/185f408ba00a/jmir_v21i7e12980_fig6.jpg

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