Literature DB >> 27445014

An Analysis of Depression, Self-Harm, and Suicidal Ideation Content on Tumblr.

Patricia A Cavazos-Rehg1, Melissa J Krauss1, Shaina J Sowles1, Sarah Connolly1, Carlos Rosas1, Meghana Bharadwaj1, Richard Grucza1, Laura J Bierut1.   

Abstract

BACKGROUND: Social networking about depression can be indicative of self-reported depression and/or can normalize risk behaviors such as self-harm and suicidal ideation. AIM: To gain a better understanding of the depression, self-harm, and suicidal content that is being shared on Tumblr.
METHOD: From April 16 to May 10, 2014, 17 popular depression-related Tumblr accounts were monitored for new posts and engagement with other Tumblr users. A total of 3,360 posts were randomly selected from all historical posts from these accounts and coded based on themes ascertained by the research team.
RESULTS: The 17 Tumblr accounts posted a median number of 185 posts (range = 0-2,954). Content was engaged with (i.e., re-blogged or liked) a median number of 1,677,362 times (range = 0-122,186,504). Of the 3,360 randomly selected posts, 2,739 (82%) were related to depression, suicide, or self-harm. Common themes were self-loathing (412, 15%), loneliness/feeling unloved (405, 15%), self-harm (407, 15%), and suicide (372, 14%).
CONCLUSION: This study takes an important first step at better understanding the displayed depression-related references on Tumblr. The findings signal a need for suicide prevention efforts to intervene on Tumblr and use this platform in a strategic way, given the depression and suicidal content that was readily observed on Tumblr.

Entities:  

Keywords:  adolescent; depression; self-injurious behavior; social media; suicidal ideation

Mesh:

Year:  2016        PMID: 27445014      PMCID: PMC5253332          DOI: 10.1027/0227-5910/a000409

Source DB:  PubMed          Journal:  Crisis        ISSN: 0227-5910


  20 in total

1.  Parasuicide online: Can suicide websites trigger suicidal behaviour in predisposed adolescents?

Authors:  K Becker; M Mayer; M Nagenborg; M El-Faddagh; M H Schmidt
Journal:  Nord J Psychiatry       Date:  2004       Impact factor: 2.202

Review 2.  Self-harm and suicide in adolescents.

Authors:  Keith Hawton; Kate E A Saunders; Rory C O'Connor
Journal:  Lancet       Date:  2012-06-23       Impact factor: 79.321

3.  The virtual cutting edge: the internet and adolescent self-injury.

Authors:  Janis L Whitlock; Jane L Powers; John Eckenrode
Journal:  Dev Psychol       Date:  2006-05

4.  The scope of nonsuicidal self-injury on YouTube.

Authors:  Stephen P Lewis; Nancy L Heath; Jill M St Denis; Rick Noble
Journal:  Pediatrics       Date:  2011-02-21       Impact factor: 7.124

5.  Depressive symptomatology, youth Internet use, and online interactions: A national survey.

Authors:  Michele L Ybarra; Cheryl Alexander; Kimberly J Mitchell
Journal:  J Adolesc Health       Date:  2005-01       Impact factor: 5.012

6.  Feeling bad on Facebook: depression disclosures by college students on a social networking site.

Authors:  Megan A Moreno; Lauren A Jelenchick; Katie G Egan; Elizabeth Cox; Henry Young; Kerry E Gannon; Tara Becker
Journal:  Depress Anxiety       Date:  2011-03-11       Impact factor: 6.505

7.  Unraveling Uses and Effects of an Interactive Health Communication System.

Authors:  Jeong Yeob Han; Robert P Hawkins; Bret R Shaw; Suzanne Pingree; Fiona McTavish; David H Gustafson
Journal:  J Broadcast Electron Media       Date:  2009-03-12

8.  A pilot evaluation of associations between displayed depression references on Facebook and self-reported depression using a clinical scale.

Authors:  Megan Andreas Moreno; Dimitri A Christakis; Katie G Egan; Lauren A Jelenchick; Elizabeth Cox; Henry Young; Hope Villiard; Tara Becker
Journal:  J Behav Health Serv Res       Date:  2012-07       Impact factor: 1.505

9.  Naturally occurring peer support through social media: the experiences of individuals with severe mental illness using YouTube.

Authors:  John A Naslund; Stuart W Grande; Kelly A Aschbrenner; Glyn Elwyn
Journal:  PLoS One       Date:  2014-10-15       Impact factor: 3.240

10.  Activities on Facebook reveal the depressive state of users.

Authors:  Sungkyu Park; Sang Won Lee; Jinah Kwak; Meeyoung Cha; Bumseok Jeong
Journal:  J Med Internet Res       Date:  2013-10-01       Impact factor: 5.428

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  10 in total

Review 1.  Distress, Suicidality, and Affective Disorders at the Time of Social Networks.

Authors:  Charles-Edouard Notredame; M Morgiève; F Morel; S Berrouiguet; J Azé; G Vaiva
Journal:  Curr Psychiatry Rep       Date:  2019-09-14       Impact factor: 5.285

2.  Demographic Evaluation of Oro-Dental Self-Injury for Insurance Deception; Evaluation of the Cases Referred to Shiraz Forensic Medicine Center.

Authors:  Mohammad Mehdi Shokouhi; Mohammad Zarenezhad; Saeid Gholamzadeh; Fereshte Sobhnamayan; Mohammad Javad Talebi; Abbas Abbaszadegan
Journal:  J Dent (Shiraz)       Date:  2019-06

Review 3.  Public Health Implications of Image-Based Social Media: A Systematic Review of Instagram, Pinterest, Tumblr, and Flickr.

Authors:  Isaac Chun-Hai Fung; Elizabeth B Blankenship; Jennifer O Ahweyevu; Lacey K Cooper; Carmen H Duke; Stacy L Carswell; Ashley M Jackson; Jimmy C Jenkins; Emily A Duncan; Hai Liang; King-Wa Fu; Zion Tsz Ho Tse
Journal:  Perm J       Date:  2019-12-06

4.  Social Media Use and Access to Digital Technology in US Young Adults in 2016.

Authors:  Andrea C Villanti; Amanda L Johnson; Vinu Ilakkuvan; Megan A Jacobs; Amanda L Graham; Jessica M Rath
Journal:  J Med Internet Res       Date:  2017-06-07       Impact factor: 5.428

5.  Social media, internet use and suicide attempts in adolescents.

Authors:  Rosemary Sedgwick; Sophie Epstein; Rina Dutta; Dennis Ougrin
Journal:  Curr Opin Psychiatry       Date:  2019-11       Impact factor: 4.741

Review 6.  Impact of Web-Based Sharing and Viewing of Self-Harm-Related Videos and Photographs on Young People: Systematic Review.

Authors:  Amanda Marchant; Keith Hawton; Lauren Burns; Anne Stewart; Ann John
Journal:  J Med Internet Res       Date:  2021-03-19       Impact factor: 7.076

7.  Detecting risk level in individuals misusing fentanyl utilizing posts from an online community on Reddit.

Authors:  Sanjana Garg; Jordan Taylor; Mai El Sherief; Erin Kasson; Talayeh Aledavood; Raven Riordan; Nina Kaiser; Patricia Cavazos-Rehg; Munmun De Choudhury
Journal:  Internet Interv       Date:  2021-10-20

8.  An Analysis of Young Clients' Communications About Their Suicidality on a Text Message Helpline: "I'm Scared of What I Might Do to Myself".

Authors:  Jeanne Van Wyk; Kerry Gibson
Journal:  Front Psychiatry       Date:  2022-07-14       Impact factor: 5.435

9.  Social Media Use and Deliberate Self-Harm Among Youth: A Systematized Narrative Review.

Authors:  Candice Biernesser; Craig J R Sewall; David Brent; Todd Bear; Christina Mair; Jeanette Trauth
Journal:  Child Youth Serv Rev       Date:  2020-05-29

10.  Responding to depression-related Imgur posts: A content analysis of social support and non-bona fide features in user-generated comments.

Authors:  Brent J Hale
Journal:  Digit Health       Date:  2019-11-20
  10 in total

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