Add a comment … how fitspiration and body positive captions attached to social media images influence the mood and body esteem of young female Instagram users
Abstract
Social media content can negatively influence body esteem in young women by reinforcing beliefs that to be considered attractive, people must look a certain way. The current study examines how text associated with attractive social media images impacts on female users' mood and feelings about their own body. Female participants (N = 109) aged between 18 and 25 years were randomly allocated to one of three conditions in which they viewed the same fitspiration-style images from Instagram. However, the captions associated with each image were experimentally manipulated to reflect either a fitspiration, body positive, or neutral theme. Images associated with fitspiration captions encouraging observers to improve their personal fitness led to increased negative mood. When body-positive captions encouraging the self-acceptance of appearance or highlighting the unrealistic nature of social media content were viewed with the same images, no increase in negative affect was observed, and participants reported greater body esteem post exposure. The findings provide partial support for the idea that body positive comments accompanying images on Instagram may have some protective value for female body esteem. Captions may play an important part in observers' reactions to social media images, beyond the influence of the images alone.
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TL;DR
In an experiment with 109 young women aged 18–25, identical fitspiration-style Instagram images were paired with fitspiration, body-positive, or neutral captions. Fitspiration captions increased negative mood, while body-positive captions did not improve mood but were associated with higher weight-related and overall body esteem than fitspiration or neutral captions.
Key findings
- Fitspiration captions significantly increased negative mood from pre- to post-exposure, \(F(1,106)=5.95, p=.016, \eta_p^2=.053\), with no significant reduction in positive mood, \(F(1,106)=0.15, p=.698\).
- Body-positive captions produced no significant change in positive mood, \(F(1,106)=3.58, p=.061\), or negative mood, \(F(1,106)=0.31, p=.580\), rejecting the mood-improvement hypothesis.
- Body-positive captions were associated with significantly higher weight esteem and overall body esteem than fitspiration captions: weight esteem \(t(106)=2.78, p=.007, d=0.54\); overall body esteem \(t(106)=2.06, p=.042, d=0.40\). They were also higher than neutral captions: weight esteem \(t(106)=2.76, p=.007, d=0.53\); overall body esteem \(t(106)=2.52, p=.007, d=0.49\).
- Fitspiration and neutral captions did not differ on weight esteem, \(t(106)=-0.11, p=.911, d=0.02\), or overall body esteem, \(t(106)=0.38, p=.705, d=0.08\). Caption type had no effect on sexual attractiveness or physical conditioning esteem.
Methods
- Experimental design: 154 young adult women active on Instagram were recruited; after screening for incomplete responses or viewing images less than three seconds, 109 women aged 18–25 (\(M=21.58\), \(SD=1.54\)) were randomly allocated to fitspiration, body-positive, or neutral caption conditions.
- Stimuli: 19 fitspiration-style Instagram images were held constant across conditions; only the captions were experimentally manipulated. Body-positive captions included 68% acceptance/healthy body-size messages and 32% self-admissions of images’ contrived nature.
- Measures and analysis: pre/post mood was assessed with the International-Positive and Negative Affect Scale–Short Form; post-exposure body esteem was assessed with the Body Esteem Scale. Mood was analyzed with 3 × 2 mixed ANOVAs and planned orthogonal comparisons; body esteem subscales were analyzed with one-way ANOVAs and planned comparisons.
Limitations
- The paper states there was no identical baseline measure of body esteem, so it cannot be empirically determined whether body-positive captions caused increases in body esteem; baseline health satisfaction was used as a proxy and accounted for only 37% of variance in post-exposure body esteem.
- The paper states the stimuli included food images (21%) alongside posed and active images, and it is unknown how food images may have impacted participants or interacted with caption content.
- The paper states body-positive captions mixed acceptance messages and contrived-nature messages, so the specific effective elements cannot be identified; it also notes small-to-medium effect sizes and possible Type II error, suggesting larger samples may be needed. Evident from the text: the sample was restricted to women aged 18–25, and the images were drawn from public profiles of young white women, limiting generalizability.
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- Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
Negative mood increased from pre- to post-exposure across conditions.
“However, a significant main effect of time occurred, F (1,106) = 6.81, p = .01, η 2 p = .060, indicating that negative mood increased from pre- to post-exposure.”
Quote in the paperNot a substantial claim - Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the fitspiration condition, there was a significant increase in negative mood after viewing images.
“but a significant increase in negative mood, F (1,106) = 5.95, p = .016, η 2 p = .053, after viewing images, partially supporting the hypothesis (Table 1).”
- Also stated in: § Abstract · plain
“Images associated with fitspiration captions encouraging observers to improve their personal fitness led to increased negative mood.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the fitspiration condition, there was no reduction in positive mood after viewing images.
“This indicated no reduction in positive mood, F (1,106) = 0.15, p = .698, η 2 p = .001”
Quote in the paperSubstantial claim - Findingown data§ 2.3.3. Satisfaction with diet, exercise, and health.
The baseline health satisfaction measure correlated strongly with overall body esteem post-exposure, r(107)=.61, p<.001.
“This baseline measure correlated strongly with overall body esteem post-exposure, r (107) = .61, p < .001.”
Quote in the paperNot a substantial claim - Findingown data§ 3.2 The Influence of Social Media Comment Types on Body Esteem
There were significant differences between the three caption conditions in weight concern and overall body esteem post-exposure.
“These showed significant differences in weight concern, F (2,106) = 5.10, p = .008, η 2 = .09, and overall body esteem, F (2,106) = 3.59, p = .031, η 2 = .06, but not sexual attractiveness or physical condition, between the three caption conditions.”
Quote in the paperSubstantial claim
- Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the body positive condition, there was no significant change in positive mood after viewing images.
“This indicated no significant change in positive mood, F (1,106) = 3.58, p = .061, η 2 p = .033”
Quote in the paperSubstantial claim - Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the neutral condition, there was no significant change in positive mood after viewing images.
“the planned comparison of pre- and post-exposure mood scores in the neutral condition showed no significant change in positive mood, F (1,106) = 0.69, p = .408, η 2 p = .006”
Quote in the paperNot a substantial claim - Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the body positive condition, there was no significant change in negative mood after viewing images.
“or negative mood, F (1,106) = 0.31, p = .580, η 2 p = .003, after viewing images, rejecting the hypothesis.”
Quote in the paperSubstantial claim - Findingown data§ 3.1. The Influence of Social Media Comment Types on Mood
In the neutral condition, there was no significant change in negative mood after viewing images.
“or negative mood, F (1,106) = 2.26, p = .136, η 2 p =.021, after viewing images.”
- Also stated in: § 4. Discussion · plain
“However, it should be noted that neutral comments directing attention away from body appearance entirely and towards the background of each image also did not increase negative mood.”
Quote in the paperSubstantial claim - Also stated in: § 4. Discussion · plain
- Findingown data§ 3.2 The Influence of Social Media Comment Types on Body Esteem
There were no significant differences between the three caption conditions in sexual attractiveness or physical condition post-exposure.
“These showed significant differences in weight concern, F (2,106) = 5.10, p = .008, η 2 = .09, and overall body esteem, F (2,106) = 3.59, p = .031, η 2 = .06, but not sexual attractiveness or physical condition, between the three caption conditions.”
Quote in the paperNot a substantial claim - Findingown data§ 4. Discussion
No advantage of body positive over fitspiration captions was found for sexual attractiveness or physical conditioning esteem.
“No advantage of body positive over fitspiration captions was found for sexual attractiveness or physical conditioning esteem”
Quote in the paperSubstantial claim - Findingown data§ 4. Discussion
In the present study, the effect of body positive captions appeared largely specific to weight-related body esteem.
“In the present study, the effect of body positive captions appeared largely specific to weight-related body esteem.”
Quote in the paperSubstantial claim - Premisecitation§ 1. Introduction
Users' comments posted as responses to social media images influence the body satisfaction of observers who read them.
“and the body satisfaction of observers who read them (Tiggemann & Barbato, 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tiggemann & Barbato, 2018
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- Premisecitation§ 1. Introduction
The comments chosen by profile owners to caption their images can be used to reinforce appearance ideals.
“The comments chosen by profile owners to caption their images can be used to reinforce appearance ideals (Simpson & Mazzeo, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Simpson & Mazzeo, 2016
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- Premisecitation§ 1. Introduction
Exposure to thin and toned physical appearance images on social media contributes to body image concern in young women.
“Exposure to such images has been found to contribute to body image concern in young women (e.g., Fardouly & Vartanian, 2016; Tamplin, McLean, & Paxton, 2018).”
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- cites Tamplin, McLean, & Paxton, 2018
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- Premisecitation§ 1. Introduction
Fitspiration content often encourages restrictive appearance standards and guilt-focused messages regarding weight, diet, and body shape, thematically similar to thinspiration.
“Such content often encourages restrictive appearance standards and guilt-focused messages regarding weight, diet, and body shape which are thematically similar to thinspiration (Boepple & Thompson, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Boepple & Thompson, 2016 source
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- Interpretationreasoning§ 1. Introduction
In Cohen et al.'s study, because both body-size and body-presence varied across conditions, the effect of caption text alone cannot be interpreted.
“However, since both body-size and body-presence varied across the conditions in their study, the effect of caption text alone cannot be interpreted.”
Quote in the paperSubstantial claim - Premisecitation§ 1. Introduction
Exposure to fitspiration content is linked to increased negative mood in young women.
“Exposure to such content has been linked to increased negative mood and reduced body satisfaction in young women (Tiggemann & Zaccardo, 2015)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tiggemann & Zaccardo, 2015
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- Interpretationcitation§ 1. Introduction
Using comments emphasizing the selective and edited nature of images could be counterproductive as a strategy for addressing body image concerns.
“This suggests their use could be counterproductive as a strategy for addressing body image concerns.”
Quote in the paperSubstantial claim - Premisecitation§ 1. Introduction
Exposure to fitspiration content is linked to reduced body satisfaction in young women.
“Exposure to such content has been linked to increased negative mood and reduced body satisfaction in young women (Tiggemann & Zaccardo, 2015)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tiggemann & Zaccardo, 2015
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- Interpretationown data§ Abstract
The findings provide partial support for the idea that body positive comments accompanying images on Instagram may have some protective value for female body esteem.
“The findings provide partial support for the idea that body positive comments accompanying images on Instagram may have some protective value for female body esteem.”
Quote in the paperSubstantial claim - Study design and conductown data§ 3.1. The Influence of Social Media Comment Types on Mood
Baseline health satisfaction did not differ significantly between the three conditions.
“Preliminary analysis showed no significant difference in baseline health satisfaction between the three conditions, F (2,106) = 1.27, p = .285, η 2 = .023.”
Quote in the paperSubstantial claim - Interpretationown data§ Abstract
Captions may play an important part in observers' reactions to social media images, beyond the influence of the images alone.
“Captions may play an important part in observers' reactions to social media images, beyond the influence of the images alone.”
Quote in the paperSubstantial claim - Study design and conductown data§ 3.1. The Influence of Social Media Comment Types on Mood
Baseline negative mood did not differ significantly between the three conditions.
“or negative mood, F (2,106) = 0.97, p = .384, η 2 = .018.”
Quote in the paperSubstantial claim - Study design and conductown data§ 3.1. The Influence of Social Media Comment Types on Mood
Baseline positive mood did not differ significantly between the three conditions.
“Participants in each condition also did not differ on baseline positive mood, F (2,106) = 0.87, p = .423ns, η 2 = .016”
Quote in the paperSubstantial claim - Study design and conductcitation§ 2.2. Design
The images selected matched content typically found on fitspiration social media feeds.
“A total of 19 images were selected to match content typically found on fitspiration social media feeds (Carrotte et al., 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Carrotte et al., 2017 source
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- Premisecitation§ 4. Discussion
20-25% of images on Instagram fitspiration trends are known to be food-related.
“where 20-25% of images are known to be food-related (Carrotte et al., 2017; Deighton-Smith & Bell, 2018).”
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- cites Deighton-Smith & Bell, 2018
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- Interpretationown data§ 4. Discussion
The effect sizes observed may suggest the impact of social media captions on mood and body esteem may not be as strong as those observed previously for fitspiration images or body positive images.
“The effect sizes we observed may suggest the impact of social media captions on psychological outcomes for mood and body esteem may not be as strong as those observed previously for fitspiration images (Robinson et al., 2017; Tiggemann & Zaccardo, 2015) or body positive images (e.g. Cohen, Fardouly, et al., 2019).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Robinson et al., 2017 source
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- cites Tiggemann & Zaccardo, 2015
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- cites Cohen, Fardouly, et al., 2019
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- Interpretationreasoning§ 4. Discussion
Body positive captioning may also be no more effective at improving mood than other captioning styles that draw attention away from physical appearance entirely.
“Body positive captioning may also be no more effective at improving mood than other captioning styles that draw attention away from physical appearance entirely.”
Quote in the paperSubstantial claim - Study design and conductown data§ 4. Discussion
The use of proxy baseline measures does not represent a perfect solution.
“The use of proxy baseline measures does not, therefore, represent a perfect solution”
Quote in the paperNot a substantial claim - Study design and conductreasoning§ 4. Discussion
The absence of an identical baseline measure of body esteem means it cannot be empirically determined from the data if exposure to body positive captions caused increases in body esteem.
“A limitation of the current design was the absence of an identical baseline measure of body esteem, such that it cannot be empirically determined from our data if exposure to body positivecaptions caused increases in body esteem.”
Quote in the paperSubstantial claim
- May combine two claims. 24
- Classified as probably not a substantial claim. 30
- The quote only partly states this claim. 1
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Findingown data§ 3.2 The Influence of Social Media Comment Types on Body EsteemWeight esteem and overall body esteem did not differ between the fitspiration and neutral caption conditions.
“The third planned comparison showed weight esteem, t (106) = -0.11, p = .911, d = 0.02, and overall body-esteem, t (106) = 0.38, p = .705, d = 0.08, did not differ between the fitspiration and neutral caption conditions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 3.2 The Influence of Social Media Comment Types on Body EsteemWeight esteem and overall body esteem were significantly higher in the body positive condition than the neutral caption condition.
“The second planned comparison showed weight esteem, t (106) = 2.76, p = .007, d = 0.53, and overall body-esteem, t (106) = 2.52, p = .007, d = 0.49, were also significantly higher in the body positive condition than neutral caption condition, supporting the hypothesis.”
- Also stated in: § 4. Discussion · plain
“but they were associated with greater post-exposure body esteem compared to neutral or fitspiration captions.”
Quote in the paperSubstantial claim- Also stated in: § 4. Discussion · plain
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Findingown data§ 3.1. The Influence of Social Media Comment Types on MoodFor negative mood, there was no interaction between time and condition, and no significant main effect of condition.
“For negative mood, there was no interaction between time and condition, F (2,106) = 0.93, p = .398, η 2 p = .017, and no significant main effect of condition, F (2,106) = 1.85, p = .162, η 2 p = .034.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 3.1. The Influence of Social Media Comment Types on MoodFor positive mood, there was no significant interaction between time and caption condition, and no significant main effects of time or caption condition.
“For positive mood, no significant interaction, F (1,106) = 1.27, p = .283, η 2 p =.024, and no significant main effects of time, F (1,106) = 1.76, p = .188, η 2 p = .016, or caption condition, F (1,106) = 0.25, p = .779, η 2 p =.005, were found.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.2 The Influence of Social Media Comment Types on Body EsteemWeight esteem and overall body esteem were significantly higher in the body positive condition than the fitspiration condition.
“the first planned comparison showed weight esteem, t (106) = 2.78, p = .007, d = 0.54, and overall body-esteem, t (106) = 2.06, p = .042, d = 0.40, were significantly higher in the body positive condition than the fitspiration condition.”
- Also stated in: § 4. Discussion · plain
“but they were associated with greater post-exposure body esteem compared to neutral or fitspiration captions.”
Quote in the paperSubstantial claim- Also stated in: § 4. Discussion · plain
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Findingown data§ 4. DiscussionHealth satisfaction correlated well with body esteem but accounted for only 37% of the variance in post-exposure body esteem scores.
“whilst health satisfaction correlated well with body esteem, it accounted for only 37% of the variance in post-exposure scores in our study.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 1. IntroductionFitspiration posts are common on social media.
“'Fitspiration' posts which combine images and messages emphasizing the appeal of exercise and diet to improve physical health, attractiveness, and lifestyle are common on social media (Deighton-Smith & Bell, 2018; Griffiths & Stefanovski, 2019).”
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- cites Griffiths & Stefanovski, 2019
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Premisecitation§ 1. IntroductionUsers' comments posted as responses to social media images influence the impressions formed of profile owners.
“Users' comments posted as responses to social media images have been demonstrated to influence the impressions formed of profile owners (Walther, Van Der Heide, Hamel, & Shulman, 2009)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Walther, Van Der Heide, Hamel, & Shulman, 2009
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Premisecitation§ 1. IntroductionViewing a mock Instagram account containing a mix of fitspiration images and images of self-compassion quotes overlaid on patterned backgrounds improved body satisfaction outcomes compared to viewing fitspiration images alone.
“Slater, Varsani, and Diedrichs (2017) demonstrated that viewing a mock Instagram account containing a mix of fitspiration images and images of self-compassion quotes overlaid on patterned backgrounds, improved body satisfaction outcomes compared to viewing fitspiration images alone.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Slater, Varsani, and Diedrichs (2017)
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Premisecitation§ 1. IntroductionExposure to Instagram posts consisting of body positive images and captions can lead to improved outcomes for young adult women compared to thin-ideal or landscape-focused posts.
“Cohen, Fardouly, Newton-John, and Slater (2019) have shown exposure to Instagram posts consisting of body positive images and captions can lead to improved outcomes for young adult women compared to thin-ideal or landscape-focused posts.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cohen, Fardouly, Newton-John, and Slater (2019)
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Study design and conductnone given§ 2.2. DesignEach Instagram post and peripheral detail were identical across conditions, with the exception of the profile owners' comments used to caption each image.
“Each Instagram post and peripheral detail (e.g., 'likes' received) were identical across conditions”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisecitation§ 1. IntroductionComments praising physical appearance led to greater body dissatisfaction in observers than comments referring to the background or location of images.
“Tiggemann and Barbato (2018) found that comments praising physical appearance led to greater body dissatisfaction in observers than comments referring to the background or location of the images.”
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Interpretationcitation§ 1. IntroductionFitspiration trends may exert additional pressures on how women should look that go beyond simple weight concern, requiring a multifaceted approach for assessing body-esteem outcomes.
“It follows that fitspiration trends may exert additional pressures on how women should look that go beyond simple weight concern, and which require a multifaceted approach for assessing body-esteem outcomes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitation§ 2.3.1. State moodPre- and post-exposure mood was assessed using the International-Positive and Negative Affect ScaleShort Form.
“Pre- and post-exposure mood was assessed using the International-Positive and Negative Affect ScaleShort Form (Thompson, 2007)”
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Study design and conductcitation§ 2.1. SampleA priori power analysis indicated that a minimum of 33 participants were required per condition.
“A priori power analysis using effect size estimates from recent social media studies (Saiphoo & Vahedi, 2019) indicated that a minimum of 33 participants were required per condition.”
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Premisecitation§ 1. IntroductionFitspiration images are more likely to adhere to thin and athletic ideals and also contain sexualized images that objectify female body parts.
“a content analysis by Carrotte, Prichard, and Lim (2017) revealed fitspiration images are not only more likely to adhere to thin and athletic ideals, but also contain sexualized images that objectify female body parts.”
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Study design and conductnone given§ 2.1. SampleParticipants were randomly allocated to one of three conditions.
“Participants were randomly allocated to one of three conditions in which they viewed images from real Instagram posts, drawn from public profiles of young white women.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Premisecitation§ 1. IntroductionComments emphasizing the selective and edited nature of Instagram images were ineffective at reducing body dissatisfaction and led to less favorable impressions of the profile owner.
“Comments presented below Instagram images of highly attractive women, emphasizing their selective and edited nature, were found to be ineffective at reducing body dissatisfaction in observers and led to less favorable impressions of the profile owner (Fardouly & Holland, 2018).”
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Study design and conductnone given§ 2.2. DesignThe image presentation order was randomized across participants.
“The image presentation order was randomized across participants.”
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Study design and conductnone given§ 2.2. DesignTo ensure images were attended to, participants were timed and informed that they would be given a short memory test at the end of the study.
“To ensure images were attended to, participants were timed and informed that they would be given a short memory test at the end of the study.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 1. IntroductionExposure to fitspiration content does not necessarily lead observers to engage in greater exercise.
“without necessarily leading observers to engage in greater exercise (Robinson et al., 2017).”
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Study design and conductown data§ 2.1. SampleParticipants with incomplete responses or those taking less than three seconds to view each image were screened out, leaving 109 women aged 18-25 years.
“Participants with incomplete responses or those taking less than three seconds to view each image were screened out, leaving 109 women aged 18-25 years ( M = 21.58; SD = 1.54).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown data§ 2.3.1. State moodThe I-PANAS-SF had averaged Cronbach's alpha values of .78 for positive mood and .85 for negative mood.
“Averaged Cronbach's alpha values were .78 for positive mood and .85 for negative mood.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
Premisecitation§ 4. DiscussionEngagement with body-positivity may help reduce damaging social comparisons and encourage flexibility in acceptance of different body types so that observers are less likely to critique their own appearance through social media comparisons with other women.
“It has been suggested that engagement with body-positivity may help reduce damaging social comparisons and encourage flexibility in the acceptance of different body types so that observers are less likely to critique their own appearance through social media comparisons with other women (Kelly, Vimalakanthan, & Miller, 2014).”
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Interpretationcitation§ 2.3.2. Body esteemThe BES was selected to provide a more nuanced measure of body esteem compared to simple VAS, with subscales reflecting key themes associated with fitspiration content.
“The BES was selected to provide a more nuanced measure of body esteem compared to simple visual analogue scales (VAS), with subscales that reflected the key themes associated with fitspiration content (Carrotte et al., 2017).”
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Premisecitation§ 2.3.2. Body esteemThe BES is typically considered a trait measure but correlates well with situational measures of body image.
“Whilst the BES is typically considered as a trait measure, it correlates well with situational measures of body image (Thomas & Freeman, 1990).”
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Study design and conductcitation§ 2.3.2. Body esteemThe Body Esteem Scale was used post-exposure to evaluate how individuals felt about 35 different parts or attributes of their own body.
“The Body Esteem Scale (BES; Franzoi & Shields, 1984) was used post-exposure to evaluate how individuals felt about 35 different parts or attributes of their own body”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Franzoi & Shields, 1984
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Study design and conductown data§ 2.3.2. Body esteemThe BES had observed Cronbach's alpha values of .83 (Sexual Attractiveness), .90 (Weight Concern), and .87 (Physical Conditioning).
“Observed Cronbach's alpha values were .83 (Sexual Attractiveness), .90 (Weight Concern), and .87 (Physical Conditioning).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ 4. DiscussionThe small to medium effect sizes observed in this study are consistent with those reported previously for conventional media, but underrepresent those found in more recent appearance-focused studies of social media.
“The small to medium effect sizes observed in this study are consistent with those reported previously for conventional media, but they underrepresent those found in more recent appearance-focused studies of social media (Saiphoo & Vahedi, 2019).”
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Premisecitation§ 2.3.2. Body esteemMeasures assessing satisfaction with individual body parts show similar temporal instability to state body dissatisfaction ratings.
“Measures assessing satisfaction with individual body parts are also known to show similar temporal instability to state body dissatisfaction ratings (Fuller-Tyszkiewicz, Richardson, Lewis, Smyth, & Krug, 2018).”
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Study design and conductown data§ 2.2. DesignThe mean thinness rating of women in selected images was 7.98 (10 being thinnest).
“The mean thinness rating of women in the selected images was 7.98 (10 being the thinnest).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone given§ 4. DiscussionHow the food images used may have impacted participants relative to other images, or interacted with caption content, is not known.
“Whilst the food images we used were constant across all conditions, how these may have impacted on participants relative to other images, or have interacted with caption content, is not known.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4. DiscussionThe public presentation of food, nutrition, and eating habits has become a ritual component of social media, although the values attached to such content in young people is not well understood.
“The public presentation of food, nutrition, and eating habits has become a ritual component of social media, although the values attached to such content in young people is not well understood (Goodyear, Armour, & Wood, 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Goodyear, Armour, & Wood, 2019
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ 4. DiscussionIt is possible that such an effect may have restricted the observed impact on mood and body esteem of the body positive condition in the present study.
“It is possible that such an effect may have restricted the observed impact on mood and body esteem of the body positive condition in the present study.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown data§ 4. DiscussionIn conclusion, the current study provides partial support for the idea that body positive captions accompanying images on Instagram may function in a similar way to self-compassion quotes and have some protective value for observers.
“In conclusion, the current study provides partial support for the idea that body positive captions accompanying images on Instagram may function in a similar way to self-compassion quotes and have some protective value for observers.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown data§ 4. DiscussionHowever, their impact may be limited in scope with respect to specific aspects of body esteem and require concordance between the image and caption theme to be seen as authentic by observers.
“However, their impact may be limited in scope with respect to specific aspects of body esteem and require concordance between the image and caption theme to be seen as authentic by observers.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown data§ 4. DiscussionNo baseline differences in health satisfaction measure or participant mood were found between the three caption conditions.
“No baseline differences in this health satisfaction measure, or participant mood, were found between the three caption conditions”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ 4. DiscussionBody positive comments do not prevent observers from being exposed to idealized images, so their ability to affect body esteem is restricted.
“Since body positive comments do not prevent observers from being exposed to idealized images, their ability to effect body esteem is restricted (Paraskeva, Lewis-Smith, & Diedrichs, 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Paraskeva, Lewis-Smith, & Diedrichs, 2017
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoning§ 4. DiscussionThe BES scale was administered once, post exposure, to avoid pretesting effects.
“To avoid pretesting effects with BES items, the scale was administered once, post exposure.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoning§ 4. DiscussionA further limitation of the study may be the specific stimuli selected, which included posed and active images of people and food.
“A further limitation of our study may be the specific stimuli selected, which not only included posed and active images of people, but also food.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductcitation§ 4. DiscussionThe scale and approach were chosen given known measurement issues with VAS scales used in similar research and to avoid difficulties where identical ratings are completed at short intervals.
“We chose this scale and approach given known measurement issues with VAS scales used in similar research (Torrance, Feeny, & Furlong, 2001) and to avoid difficulties where identical ratings are completed at short intervals.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Torrance, Feeny, & Furlong, 2001
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoning§ 4. DiscussionA consequence of using a mixture of body positive captions is that the results do not indicate which specific elements of body positive captions were responsible for the observed effects.
“However, a consequence of this decision is that our results do not indicate which specific elements of body positive captions were responsible for the observed effects.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ 2.2. DesignThe average time spent considering each image was 11.25 s (95%CI [10.02, 12.47]).
“The average time spent considering each image was 11.25 s ( 95%CI [10.02, 12.47]).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationcitation§ 4. DiscussionThe finding that no advantage of body positive over fitspiration captions was found for sexual attractiveness or physical conditioning esteem is consistent with the view that fitspiration posts may have both motivational as well as negative effects.
“consistent with the view that fitspiration posts may have both motivational as well as negative effects (Tiggemann & Zaccardo, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tiggemann & Zaccardo, 2015
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ 4. DiscussionA strength of the approach is that it reflects the composition of real Instagram accounts promoting body positivity, which typically integrate both message types.
“A strength of this approach is that it reflects the composition of real Instagram accounts promoting body body positivity which typically integrate both message types (Cohen, Irwin, Newton-John, & Slater, 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cohen, Irwin, Newton-John, & Slater, 2019
Not checked in the free run.
The paper relies on this without support.
Little is known about the direct impact of image captions on social media users.
“However, little is known about the direct impact of these image captions, and more research is needed to understand their specific effects on social media users.”
The paper relies on this without support.
The precise role played by words either overlaying or accompanying social media images remains unclear.
“The precise role played by words either overlaying or accompanying social media images remains unclear”
The paper relies on this without support.
There is yet to be a social media study of body esteem that has considered the impact of both message types together.
“To our knowledge, there is yet to be a social media study of body esteem that has considered the impact of both message types together.”
The paper relies on this without support.
There is a greater discrepancy between one's natural appearance and how women portray themselves on social media than between one's appearance and those they interact with face-to-face on a daily basis.
“since there is a greater discrepancy between one's natural appearance and how women portray themselves on social media, than there is between one's appearance and those they interact with face-to-face on daily basis.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Some experimental studies with young women have found that exposure to body-positive images and captions can improve mood, body satisfaction, and body appreciation relative to viewing thin-ideal images or 'fitspiration' captions.
“Some experimental studies with young women have found that exposure to body-positive images and captions can improve mood, body satisfaction, and body appreciation relative to viewing thin-ideal images or 'fitspiration' captions (Cohen et al., 2019; Davies et al., 2020; Williamson & Karazsia, 2018).”
From The Perfect Storm: A Developmental-Sociocultural Framework for the Role of Social Media in Adolescent Girls' Body Image Concerns and Mental Health. (2022) · cites this paper as Davies et al., 2020
The Results (§3.2; page not provided) report higher overall and weight-related body esteem with body-positive than with fitspiration captions. The Discussion (§4; page not provided) says body-positive captions prevented an increase in negative mood, but did not improve mood. Davies et al. tested different captions on identical fitspiration-style images, not body-positive versus thin-ideal images, and did not report a body-appreciation measure. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
p-value fits an unstated one-tailed test: t (106) = 2.52, p = .007
MinorThe paper reports p = .007 here; recomputing from the test statistic and its degrees of freedom gives p = .013 (two-tailed). The reported value is what a one-tailed test gives, but the paper does not say near this result that a one-tailed test was used.
Reported p = .007 · recomputed p = .013
“t (106) = 2.52, p = .007”
Inconsistent p-value: F (1,106) = 1.27, p = .283
MinorThe paper reports p = .283 here; recomputing from the test statistic and its degrees of freedom gives p = .262. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .283 · recomputed p = .262
“F (1,106) = 1.27, p = .283”
Inconsistent p-value: F (1,106) = 0.25, p = .779
MinorThe paper reports p = .779 here; recomputing from the test statistic and its degrees of freedom gives p = .618. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .779 · recomputed p = .618
“F (1,106) = 0.25, p = .779”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upF(1, 106) = 1.27reported p = .283 · recomputed p = .262
“F (1,106) = 1.27, p = .283”
- Doesn’t add upF(1, 106) = 0.25reported p = .779 · recomputed p = .618
“F (1,106) = 0.25, p = .779”
- Doesn’t add upt(106) = 2.52reported p = .007 · recomputed p = .013
“t (106) = 2.52, p = .007”
- Consistentr(107) = 0.61reported p < .001 · recomputed p < .001
“r (107) = .61, p < .001”
- ConsistentF(2, 106) = 1.27reported p = .285 · recomputed p = .285
“F (2,106) = 1.27, p = .285”
- ConsistentF(2, 106) = 0.87reported p = .423 · recomputed p = .422
“F (2,106) = 0.87, p = .423”
- ConsistentF(2, 106) = 0.97reported p = .384 · recomputed p = .382
“F (2,106) = 0.97, p = .384”
- ConsistentF(1, 106) = 1.76reported p = .188 · recomputed p = .187
“F (1,106) = 1.76, p = .188”
- ConsistentF(2, 106) = 0.93reported p = .398 · recomputed p = .398
“F (2,106) = 0.93, p = .398”
- ConsistentF(2, 106) = 1.85reported p = .162 · recomputed p = .162
“F (2,106) = 1.85, p = .162”
- ConsistentF(1, 106) = 6.81reported p = .01 · recomputed p = .010
“F (1,106) = 6.81, p = .01”
- ConsistentF(1, 106) = 0.15reported p = .698 · recomputed p = .699
“F (1,106) = 0.15, p = .698”
- ConsistentF(1, 106) = 5.95reported p = .016 · recomputed p = .016
“F (1,106) = 5.95, p = .016”
- ConsistentF(1, 106) = 3.58reported p = .061 · recomputed p = .061
“F (1,106) = 3.58, p = .061”
- ConsistentF(1, 106) = 0.31reported p = .58 · recomputed p = .579
“F (1,106) = 0.31, p = .580”
- ConsistentF(1, 106) = 0.69reported p = .408 · recomputed p = .408
“F (1,106) = 0.69, p = .408”
- ConsistentF(1, 106) = 2.26reported p = .136 · recomputed p = .136
“F (1,106) = 2.26, p = .136”
- ConsistentF(2, 106) = 5.1reported p = .008 · recomputed p = .008
“F (2,106) = 5.10, p = .008”
- ConsistentF(2, 106) = 3.59reported p = .031 · recomputed p = .031
“F (2,106) = 3.59, p = .031”
- Consistentt(106) = 2.78reported p = .007 · recomputed p = .006
“t (106) = 2.78, p = .007”
- Consistentt(106) = 2.06reported p = .042 · recomputed p = .042
“t (106) = 2.06, p = .042”
- Consistentt(106) = 2.76reported p = .007 · recomputed p = .007
“t (106) = 2.76, p = .007”
- Consistentt(106) = -0.11reported p = .911 · recomputed p = .913
“t (106) = -0.11, p = .911”
- Consistentt(106) = 0.38reported p = .705 · recomputed p = .705
“t (106) = 0.38, p = .705”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
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Cited by
Sorted by citations
Social Media and Body Image: Recent Trends and Future Directions
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- Authors
- Davies, B., Turner, M., & Udell, J.
- Affiliations
- University of Portsmouth (GB)
- Corresponding author
- Davies, Bryony
- Venue
- Body Image
- Publisher
- Elsevier BV
- Published
- 2020-06
- Volume
- 33
- Pages
- 101-105
- ISSN
- 1740-1445 (ISSN-L)
- OpenAlex
- W3012518036
- Cited by
- 76
- References
- 35
- Citations by year
- 2026: 6 · 2025: 15 · 2024: 12 · 2023: 13 · 2022: 19 · 2021: 10 · 2020: 1
- FWCI
- 4.27
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Body Image (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Social Sciences › Psychology › Clinical Psychology › Body Image and Dysmorphia Studies
- Social Sciences › Gender Studies › Gender, Feminism, and Media
- Keywords
- fitspiration, Instagram, body esteem, mood, young women, self-acceptance, negative affect
- MeSH terms
- Adolescent, Adult, Affect, Association, Body Image, Emotions, Female, Humans, Reinforcement, Verbal, Young Adult, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
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