Evidence map›Paper›PMID 39496156›Full record

ArticleJMIR formative research2024

Body Positivity, Physical Health, and Emotional Well-Being Discourse on Social Media: Content Analysis of Lizzo's Instagram.

Stephanie L Albert, Rachel E Massar, Omni Cassidy, Kayla Fennelly, Melanie Jay, Philip M Massey, Marie A Bragg

Abstract read
In one paragraph

Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Stephanie L AlbertDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0003-3233-3742
Rachel E MassarDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0001-5754-3231
Omni CassidyDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0002-1718-2387
Kayla FennellyDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0009-0003-9718-8627
Melanie JayDepartment of Medicine, Department of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0001-7343-3120
Philip M MasseyDepartment of Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.ORCID 0000-0002-0577-8618
Marie A BraggDepartment of Population Health, NYU Grossman School of Medicine, New York, NY, United States.ORCID 0000-0002-6858-7173

Funding

The effect of virtual reality-based food marketing on biological hunger signals and purchase intention in young adultsK01MD019320 · NIMHD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Omni Cassidy · 2024 to 2026
$407k
NIMHD NIH HHS K01 MD019320
6 · The paper itself

Abstract

backgroundWeight stigma is a fundamental cause of health inequality. Body positivity may be a counterbalance to weight stigma. Social media is replete with weight-stigmatizing content and is a driver of poor mental health outcomes; however, there remains a gap in understanding its potential to mitigate the prevalence and impact of harmful messaging and to promote positive effects on a large scale.

objectiveWe selected musical artist Lizzo, whose brand emphasizes body positivity and empowerment, for an instrumental case study on the discourse on social media and specifically Instagram. We focused on 3 domains, including body positivity, physical health, and emotional well-being. These domains challenge social norms around weight and body size and have the potential to positively affect the physical and psychological health of people with diverse body sizes.

methodsWe evaluated posts by Lizzo, comments from Instagram users, and replies to comments over a 2-month period (October 11 to December 12, 2019). Two coders rated Lizzo's posts and Instagram users' comments for their sentiments on the 3 domains. Replies to Instagram users' comments were assessed for their reactions to comments (ie, did they oppose or argue against the comment or did they support or bolster the comment). Engagement metrics, including the number of "likes," were also collected.

resultsThe final sample included 50 original posts by Lizzo, 250 comments from Instagram users, and 1099 replies to comments. A proportion of Lizzo's content included body positive sentiments (34%) and emotional well-being (18%); no posts dealt explicitly with physical health. A substantial amount Instagram users' comments and replies contained stigmatizing content including the use of nauseated and vomiting emojis, implications that Lizzo's body was shameful and should be hidden away, accusations that she was promoting obesity, and impeachments of Lizzo's health. In spite of the stigmatizing content, we also discovered content highlighting the beneficial nature of having positive representation of a Black woman living in a larger body who is thriving. Moreover, analysis of the discourse between users illustrated that stigmatizing expressions are being combated online, at least to some degree.

conclusionsThis study demonstrates that Lizzo has exposed millions of social media users to messages about body positivity and provided more visibility for conversations about weight and shape. Future research should examine the extent to which body positive messages can lead to greater acceptance of individuals living in larger bodies. Instagram and other social media platforms should consider ways to reduce body-shaming content while finding ways to promote content that features diverse bodies. Shifting the landscape of social media could decrease stereotypes about weight and shape while increasing dialog about the need for greater acceptance and inclusion of people with diverse bodies.

Indexed as

Social MediaBody ImageEmotionsFemaleHealth StatusHumansMaleMental HealthMusicSocial Stigmabody positivitybody shamingbullyingemotional well-beinghealth at every sizeinfluencersmental health outcomespsychological healthqualitative content analysissocial mediaweight stigmawell-being

Identifiers

PMID39496156
PMCPMC11574494

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.