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Posting Behaviour Patterns in an Online Smoking Cessation Social Network: Implications for Intervention Design and Development

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  • Benjamin Healey
  • Janet Hoek
  • Richard Edwards

Abstract

Objectives: Online Cessation Support Networks (OCSNs) are associated with increased quit success rates, but few studies have examined their use over time. We identified usage patterns in New Zealand's largest OCSN over two years and explored implications for OCSN intervention design and evaluation. Methods: We analysed metadata relating to 133,096 OCSN interactions during 2011 and 2012. Metrics covered aggregate network activity, user posting activity and longevity, and between-user commenting. Binary logistic regression models were estimated to investigate the feasibility of predicting low user engagement using early interaction data. Results: Repeating periodic peaks and troughs in aggregate activity related not only to seasonality (e.g., New Year), but also to day of the week. Out of 2,062 unique users, 69 Highly Engaged Users (180+ interactions each) contributed 69% of all OCSN interactions in 2012 compared to 1.3% contributed by 864 Minimally Engaged Users (

Suggested Citation

  • Benjamin Healey & Janet Hoek & Richard Edwards, 2014. "Posting Behaviour Patterns in an Online Smoking Cessation Social Network: Implications for Intervention Design and Development," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-9, September.
    • Handle: RePEc:plo:pone00:0106603
    DOI: 10.1371/journal.pone.0106603
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    1. Ross, Hana PhD & Chaloupka, Frank J. PhD, 2001. "The Effect of Cigarette Prices on Youth Smoking," University of California at San Francisco, Center for Tobacco Control Research and Education qt8004m9n5, Center for Tobacco Control Research and Education, UC San Francisco.
    2. Hana Ross & Frank J. Chaloupka, 2003. "The effect of cigarette prices on youth smoking," Health Economics, John Wiley & Sons, Ltd., vol. 12(3), pages 217-230, March.
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