Literature DB >> 33153274

The association between Twitter content and suicide.

Mark Sinyor1,2, Marissa Williams1,3, Rabia Zaheer1,4, Raisa Loureiro1, Jane Pirkis5, Marnin J Heisel6, Ayal Schaffer1,2, Donald A Redelmeier7,8,9,10, Amy H Cheung1,2, Thomas Niederkrotenthaler11.   

Abstract

OBJECTIVE: A growing body of research has established that specific elements of suicide-related news reporting can be associated with increased or decreased subsequent suicide rates. This has not been systematically investigated for social media. The aim of this study was to identify associations between specific social media content and suicide deaths.
METHODS: Suicide-related tweets (n = 787) geolocated to Toronto, Canada and originating from the highest level influencers over a 1-year period (July 2015 to June 2016) were coded for general, putatively harmful and putatively protective content. Multivariable logistic regression was used to examine whether tweet characteristics were associated with increases or decreases in suicide deaths in Toronto in the 7 days after posting, compared with a 7-day control window.
RESULTS: Elements independently associated with increased subsequent suicide counts were tweets about the suicide of a local newspaper reporter (OR = 5.27, 95% CI = [1.27, 21.99]), 'other' social causes of suicide (e.g. cultural, relational, legal problems; OR = 2.39, 95% CI = [1.17, 4.86]), advocacy efforts (OR = 2.34, 95% CI = [1.48, 3.70]) and suicide death (OR = 1.52, 95% CI = [1.07, 2.15]). Elements most strongly independently associated with decreased subsequent suicides were tweets about murder suicides (OR = 0.02, 95% CI = [0.002, 0.17]) and suicide in first responders (OR = 0.17, 95% CI = [0.05, 0.52]).
CONCLUSIONS: These findings largely comport with the theory of suicide contagion and associations observed with traditional news media. They specifically suggest that tweets describing suicide deaths and/or sensationalized news stories may be harmful while those that present suicide as undesirable, tragic and/or preventable may be helpful. These results suggest that social media is both an important exposure and potential avenue for intervention.

Entities:  

Keywords:  Suicide; Twitter; media; social media

Year:  2020        PMID: 33153274     DOI: 10.1177/0004867420969805

Source DB:  PubMed          Journal:  Aust N Z J Psychiatry        ISSN: 0004-8674            Impact factor:   5.744


  4 in total

1.  Suicide-related Twitter Content in Response to a National Mental Health Awareness Campaign and the Association between the Campaign and Suicide Rates in Ontario.

Authors:  David Côté; Marissa Williams; Rabia Zaheer; Thomas Niederkrotenthaler; Ayal Schaffer; Mark Sinyor
Journal:  Can J Psychiatry       Date:  2021-02-10       Impact factor: 4.356

2.  Media coverage of Canadian Veterans, with a focus on post traumatic stress disorder and suicide.

Authors:  Rob Whitley; Anne-Marie Saucier
Journal:  BMC Psychiatry       Date:  2022-05-16       Impact factor: 4.144

3.  A Pilot Case-Control Study of the Social Media Activity Following Cluster and Non-Cluster Suicides in Australia.

Authors:  Phillip Cheuk Fung Law; Lay San Too; Nicole T M Hill; Jo Robinson; Madelyn Gould; Jo-An Occhipinti; Matthew J Spittal; Katrina Witt; Mark Sinyor; Benedikt Till; Nathaniel Osgood; Ante Prodan; Rifat Zahan; Jane Pirkis
Journal:  Int J Environ Res Public Health       Date:  2021-12-29       Impact factor: 3.390

4.  Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach.

Authors:  Hannah Metzler; Hubert Baginski; Thomas Niederkrotenthaler; David Garcia
Journal:  J Med Internet Res       Date:  2022-08-17       Impact factor: 7.076

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.