Gender, specific age, race and income does not influence the association, researchers said.
"We have long known that exposure to traditional forms of media, such as fashion magazines and television, is associated with the development of disordered eating and body image concerns, likely due to the positive portrayal of 'thin' models and celebrities," said Jaime E Sidani from University of Pittsburgh in the US.
"Social media combines many of the visual aspects of traditional media with the opportunity for social media users to interact and propagate stereotypes that can lead to eating and body image concerns," said Sidani.
The questionnaires asked about the 11 most popular social media platforms at the time - Facebook, YouTube, Twitter, Google Plus, Instagram, Snapchat, Reddit, Tumblr, Pinterest, Vine and LinkedIn.
They cross-referenced those results with the results of another questionnaire that used established screening tools to assess eating disorder risk.
Eating disorders include anorexia nervosa, bulimia nervosa, binge eating disorder and other clinical and mental health issues where people have a distorted body image and disordered eating. These issues disproportionately affect adolescents and young adults, researchers said.
Participants who spent the most time on social media throughout the day had 2.2 times the risk of reporting eating and body image concerns, compared to their peers who spent less time on social media, researchers said.
Participants who reported most frequently checking social media throughout the week had 2.6 times the risk, compared with those who checked least frequently, they said.
Researchers noted that the analysis could not determine whether social media use was contributing to eating and body image concerns or vice versa - or both.
"People who have eating and body image concerns might then be turning to social media to connect with groups of people who also have these concerns," said Primack.
"However, connecting with these groups for social support could inhibit recovery because of the desire to continue being a part of the shared identity such social media groups foster," he added.
The findings were published in the Journal of the Academy of Nutrition and Dietetics.
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