Diffusion of an Evidence-Based Smoking Cessation Intervention Through Facebook: A Randomized Controlled Trial
To examine the diffusion of an evidence-based smoking cessation application ("app") through Facebook social networks and identify specific intervention components that accelerate diffusion. Between December 2012 and October 2013, we recruited adult US smokers ("seeds") via Facebo...
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Published in: | American journal of public health (1971) Vol. 106; no. 6; pp. 1130 - 1135 |
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Main Authors: | , , , , |
Format: | Journal Article |
Language: | English |
Published: |
United States
American Public Health Association
01-06-2016
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Subjects: | |
Online Access: | Get full text |
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Summary: | To examine the diffusion of an evidence-based smoking cessation application ("app") through Facebook social networks and identify specific intervention components that accelerate diffusion.
Between December 2012 and October 2013, we recruited adult US smokers ("seeds") via Facebook advertising and randomized them to 1 of 12 app variants using a factorial design. App variants targeted components of diffusion: duration of use (t), "contagiousness" (β), and number of contacts (Z). The primary outcome was the reproductive ratio (R), defined as the number of individuals installing the app ("descendants") divided by the number of a seed participant's Facebook friends.
We randomized 9042 smokers. App utilization metrics demonstrated between-variant differences in expected directions. The highest level of diffusion (R = 0.087) occurred when we combined active contagion strategies with strategies to increase duration of use (incidence rate ratio = 9.99; 95% confidence interval = 5.58, 17.91; P < .001). Involving nonsmokers did not affect diffusion.
The maximal R value (0.087) is sufficient to increase the numbers of individuals receiving treatment if applied on a large scale. Online interventions can be designed a priori to spread through social networks. |
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Bibliography: | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-News-1 ObjectType-Feature-3 content type line 23 Peer Reviewed CONTRIBUTORS N. K. Cobb, M. A. Jacobs, P. Wileyto, and A. L. Graham analyzed and interpreted data; they had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. N. K. Cobb, M. A. Jacobs, and A. L. Graham acquired data and supervised the study. N. K. Cobb and A. L. Graham conceptualized and designed the study and obtained funding. N. K. Cobb, P. Wileyto, and A. L. Graham provided statistical analysis. M. A. Jacobs and P. Wileyto provided administrative, technical, and material support. All authors contributed to the drafting of the article. |
ISSN: | 0090-0036 1541-0048 |
DOI: | 10.2105/AJPH.2016.303106 |