Tweeting weight loss: A comparison of #thinspiration and #fitspiration communities on Twitter.

Thinspiration and fitspiration represent contemporary online trends designed to inspire viewers towards the thin ideal or towards health and fitness respectively. The aim of the present study was to compare thinspiration and fitspiration communities on Twitter. A total of 3289 English-language tweets with hashtags related to thinspiration (n = 1181) and fitspiration (n = 2578) were collected over a two-week period. Network analysis showed minimal overlap between the communities on Twitter, with the thinspiration community more closely-connected and having greater information flow than the fitspiration community. Frequency counts and sentiment analysis showed that although the tweets from both types of accounts focused on appearance and weight loss, fitspiration tweets were significantly more positive in sentiment. It was concluded that the thinspiration tweeters, unlike the fitspiration tweeters, represent a genuine on-line community on Twitter. Such a community of support may have negative consequences for collective body image and disordered eating identity.

[1]  Marika Tiggemann,et al.  A systematic review of the impact of the use of social networking sites on body image and disordered eating outcomes. , 2016, Body image.

[2]  Marika Tiggemann,et al.  The Internet and Adolescent Girls’ Weight Satisfaction and Drive for Thinness , 2010 .

[3]  C. Ahlers-Schmidt,et al.  Pro-anorexia websites: what a clinician should know. , 2009, The International journal of eating disorders.

[4]  Paola Tubaro,et al.  Online networks of eating-disorder websites: why censoring pro-ana might be a bad idea , 2013, Perspectives in public health.

[5]  J. Thompson,et al.  Viewership of pro-eating disorder websites: association with body image and eating disturbances. , 2008, The International journal of eating disorders.

[6]  James P. Bagrow,et al.  Human language reveals a universal positivity bias , 2014, Proceedings of the National Academy of Sciences.

[7]  S. Mazzeo,et al.  Does the Internet function like magazines? An exploration of image-focused media, eating pathology, and body dissatisfaction. , 2012, Eating behaviors.

[8]  M. Tiggemann,et al.  "Exercise to be fit, not skinny": The effect of fitspiration imagery on women's body image. , 2015, Body image.

[9]  A. Bardone-Cone,et al.  What does viewing a pro-anorexia website do? An experimental examination of website exposure and moderating effects. , 2007, The International journal of eating disorders.

[10]  Yvette Morey,et al.  A content analysis of thinspiration, fitspiration, and bonespiration imagery on social media , 2017, Journal of Eating Disorders.

[11]  C. Rouleau,et al.  Potential risks of pro-eating disorder websites. , 2011, Clinical psychology review.

[12]  J. Thompson,et al.  A content analytic comparison of fitspiration and thinspiration websites. , 2016, The International journal of eating disorders.

[13]  D. Borzekowski,et al.  e-Ana and e-Mia: A content analysis of pro-eating disorder Web sites. , 2010, American journal of public health.

[14]  J. Thompson,et al.  Strong is the new skinny: A content analysis of fitspiration websites. , 2016, Body image.

[15]  D. Boyd,et al.  The Arab Spring| The Revolutions Were Tweeted: Information Flows during the 2011 Tunisian and Egyptian Revolutions , 2011 .

[16]  L. Taylor,et al.  Bones, body parts, and sex appeal: An analysis of #thinspiration images on popular social media. , 2015, Body image.

[17]  R. Perloff.  Social Media Effects on Young Women’s Body Image Concerns: Theoretical Perspectives and an Agenda for Research , 2014 .

[18]  K. Boydell,et al.  Ana and the Internet: a review of pro-anorexia websites. , 2006, The International journal of eating disorders.

[19]  Christopher M. Danforth,et al.  The Lexicocalorimeter: Gauging public health through caloric input and output on social media , 2015, PloS one.

[20]  M. Tiggemann,et al.  NetGirls: the Internet, Facebook, and body image concern in adolescent girls. , 2013, The International journal of eating disorders.

[21]  Marika Tiggemann,et al.  ‘Strong is the new skinny’: A content analysis of #fitspiration images on Instagram , 2018, Journal of health psychology.

[22]  Grace Holland BPsych,et al.  “Strong beats skinny every time”: Disordered eating and compulsive exercise in women who post fitspiration on Instagram , 2016 .

[23]  Christopher M. Danforth,et al.  The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place , 2013, PloS one.

[24]  Alina Arseniev-Koehler,et al.  #Proana: Pro-Eating Disorder Socialization on Twitter. , 2016, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[25]  Courtney C Simpson,et al.  Does this Tweet make me look fat? A content analysis of weight stigma on Twitter , 2016, Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity.

[26]  Christopher M. Danforth,et al.  Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter , 2011, PloS one.

[27]  R. Hanneman.  Introduction to Social Network Methods , 2001 .

[28]  M. Tiggemann,et al.  NetTweens , 2014 .

[29]  Filippo Menczer,et al.  Online Human-Bot Interactions: Detection, Estimation, and Characterization , 2017, ICWSM.