Adolescents’ Body Shame and Social Networking Sites: The Mediating Effect of Body Image Control in Photos
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Written from the paper’s full text.
TL;DR
In a sample of 693 Italian adolescents, body shame only partially directly predicted problematic social networking site (SNS) use, but it strongly predicted body image control in photos, which in turn mediated indirect effects on problematic SNS use in both male and female adolescents. The indirect effects were generally stronger among female adolescents.
Key findings
- Body shame directly predicted only some problematic SNS dimensions: mood regulation and negative outcomes in both genders, plus cognitive preoccupation among male adolescents.
- Body shame strongly predicted body image control in photos, and all indirect paths to problematic SNS use were significant in both genders, with higher coefficients among females (e.g., cognitive preoccupation β = .29 female vs. .12 male; compulsive SNS use β = .25 vs. .11; mood regulation β = .21 vs. .09; negative outcomes β = .14 vs. .11; preference for online social interactions β = .12 vs. .12).
- Female adolescents reported higher body shame, selfie-related factors, positive and negative body image factors, mood regulation, cognitive preoccupation, and compulsive SNS use; male adolescents reported higher sexual attraction factors and negative outcomes.
- Body image control in photos categories were: 10.3% occasional, 66.7% habitual, 11.7% risky, and 11.3% problematic; females had higher risky control (13.1% vs. 10%) and problematic control (14.6% vs. 7.1%). The final mediation model fit was MLR χ²(76) = 229.33, p < .001; CFI = .94; TLI = .91; RMSEA = .071; SRMR = .071.
Methods
- Cross-sectional survey of a convenience sample of 693 Italian adolescents (45% male; M age = 16, SD = 1.58, range 13–19) from five high schools, collected February–April 2017 in classroom settings using smartphones.
- Measures included the OBCS Body Shame subscale (8 items, α = .79), the Body Image Control in Photos-Revised scale (16 items, α = .82), and the GPIUS2 adapted to SNS use (15 items, α = .88).
- Analyses used descriptive statistics, independent t-tests with Bonferroni correction, and structural equation modeling path analysis with maximum likelihood robust estimation; a multi-group analysis tested equivalence across male and female subsamples using Satorra-Bentler χ² difference tests.
Limitations
- Stated by the authors: self-report survey may introduce method biases such as misunderstanding measures or social-desirability bias; the cross-sectional design limits formal causal testing; only a small number of variables related to problematic SNS use were examined, and photo manipulation/editing was not explored.
- Evident in the text: the convenience sample from five Italian high schools limits generalizability; some BICP-R subscale reliabilities were modest (positive body image α = .63; negative body image α = .65), though the overall scale α was .82; the authors also note possible bidirectional SNS–self-objectification effects.
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- Findingown data§ Abstract · p. 2
Results only partially confirmed the direct effect of body shame on problematic SNS use.
“Results only partially confirmed the direct effect of body shame on problematic SNS use.”
Quote in the paperSubstantial claim- Rests on an assumption: Body shame temporally precedes body image control in photos and problematic SNS use (the mediation model's causal ordering).
- Rests on an assumption: The observed associations between body shame, body image control in photos, and problematic SNS use are not due to unmeasured confounding.
- Findingown data§ Results Descriptive statistics · p. 14
Male adolescents showed higher mean scores in BICP sexual attraction factors.
“Male adolescents showed higher mean scores in BICP sexual attraction factors and PSNSU negative outcomes.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
In the sample, 66.7% (n = 462) habitually controlled their own body image in photos.
“In terms of BICP descriptive cut-off categories, findings showed that 10.3% ( n = 72) of the sample occasionally controlled their own body image in photos, 66.7% ( n = 462) habitually controlled it, 11.7% ( n = 81) controlled it in a risky way, and 11.3% ( n = 78) controlled it in a problematic way.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in BICP negative body image factors.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in PSNSU mood regulation.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim
- Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported a higher percentage of risky control of their body image in photos than male adolescents (13.1% vs. 10%; p < .001).
“Female adolescents reported a higher percentage of both risky control (50 female adolescents [13.1%] vs. 31 male adolescents' [10%;] p <.001) and problematic control (56 female adolescents [14.6%] vs. 22 male adolescents' [7.1%]; p <.001) on their body images in photos.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported a higher percentage of problematic control of their body image in photos than male adolescents (14.6% vs. 7.1%; p < .001).
“Female adolescents reported a higher percentage of both risky control (50 female adolescents [13.1%] vs. 31 male adolescents' [10%;] p <.001) and problematic control (56 female adolescents [14.6%] vs. 22 male adolescents' [7.1%]; p <.001) on their body images in photos.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in PSNSU compulsive SNS use.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
In the sample, 11.7% (n = 81) controlled their own body image in photos in a risky way.
“In terms of BICP descriptive cut-off categories, findings showed that 10.3% ( n = 72) of the sample occasionally controlled their own body image in photos, 66.7% ( n = 462) habitually controlled it, 11.7% ( n = 81) controlled it in a risky way, and 11.3% ( n = 78) controlled it in a problematic way.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
In the sample, 11.3% (n = 78) controlled their own body image in photos in a problematic way.
“In terms of BICP descriptive cut-off categories, findings showed that 10.3% ( n = 72) of the sample occasionally controlled their own body image in photos, 66.7% ( n = 462) habitually controlled it, 11.7% ( n = 81) controlled it in a risky way, and 11.3% ( n = 78) controlled it in a problematic way.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in BICP positive body image factors.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in BICP selfie-related factors.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Male adolescents showed higher mean scores in PSNSU negative outcomes.
“Male adolescents showed higher mean scores in BICP sexual attraction factors and PSNSU negative outcomes.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in OBCS body shame.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Statistically significant differences with relevant effect sizes were found between young men and young women.
“Statistically significant differences with relevant effect sizes were found between young men and young women.”
Quote in the paperNot a substantial claim - Findingown data§ Results Descriptive statistics · p. 14
Female adolescents reported higher mean scores in PSNSU cognitive preoccupation.
“Female adolescents reported higher mean scores in OBCS body shame, BICP selfie-related factors, BICP positive body image factors, BICP negative body image factors, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU compulsive SNS use.”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 39
Female adolescents reported higher OBCS body shame than male adolescents (M = 3.326, SD = .90 vs M = 3.16, SD = .76; t = 2.52, p = .012, d = .19).
“OBCS body shame | 3.25 (.84) [3.191, 3.315] | 3.16 (.76) [3.08, 3.244] | 3.326 (.90) [3.230, 3.416] | 2.52 | .012 | .19”
Quote in the paperNot a substantial claim - Findingown data§ Mediation analyses · p. 15
In female adolescents, BICP had more significant and stronger direct effects on PSNSU preference for online social interactions, PSNSU mood regulation, PSNSU cognitive preoccupation, PSNSU compulsive SNS use, and PSNSU negative outcomes than in male adolescents.
“Moreover, in the female sample, there were more significant and stronger direct effects of BICP on PSNSU preference for online social interactions, PSNSU mood regulation, PSNSU cognitive preoccupation, PSNSU compulsive SNS use, and PSNSU negative outcomes.”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Female adolescents reported higher BICP privacy filter behaviors than male adolescents (M = 1.78, SD = 1.09 vs M = 1.60, SD = 1.06; t = 2.22, p = .026, d = .17).
“BICP privacy filter behaviors | 1.70 (1.08) [1.615, 1.777] | 1.60 (1.06) [1.482, 1.71] | 1.78 (1.09) [1.658, 1.886] | 2.22 | .026 | .17”
Quote in the paperNot a substantial claim - Findingown data§ Mediation analyses · p. 15
The final mediation model showed acceptable fit after modifications.
“These modifications resulted in a significant improvement of the model fit, ∆ SB χ 2 (28) = 40.37, p = .061; MLR χ 2 (76) = 229.33, p < .001; CFI = .94; TLI = .91; RMSEA = .071, 90% CI [.060,.083]; SRMR = .071.”
Quote in the paperSubstantial claim - Findingnone given§ Discussion · p. 17
Negative outcomes due to problematic SNS use appeared to affect more young men than young women.
“However, the negative outcomes due to problematic SNS use appeared to affect more young men than young women.”
Quote in the paperNot a substantial claim - Findingown data§ Discussion · p. 16
Female adolescents in the study showed higher rates of body shame than male adolescents.
“female adolescents involved in the present study showed higher rates of body shame than male adolescents.”
Quote in the paperSubstantial claim - Findingown data§ Discussion · p. 17
Compared to young men, young women had greater risky and problematic control on their appearance in pictures.
“Compared to young men, young women had both greater risky and problematic control on their appearance in pictures”
Quote in the paperSubstantial claim - Findingown data§ Conclusion · p. 22
The previously unexplored association between body shame and problematic social networking has been confirmed in the present study.
“The previously unexplored association between body shame and problematic social networking has been confirmed in the present study.”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Male adolescents reported higher BICP sexual attraction factors than female adolescents (M = 2.03, SD = 1.38 vs M = 1.40, SD = .81; t = -7.49, p < .001, d = .57).
“BICP sexual attraction factors | 1.68 (1.14) [1.604, 1.761] | 2.03 (1.38) [1.871, 2.184] | 1.40 (.81) [1.316, 1.482] | -7.49 | <.001 | .57”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 39
Female adolescents reported higher BICP positive body image factors than male adolescents (M = 2.85, SD = .81 vs M = 2.68, SD = .88; t = 2.78, p = .006, d = .21).
“BICP positive body image factors | 2.78 (.85) [2.713, 2.836] | 2.68 (.88) [2.582, 2.773] | 2.85 (.81) [2.774, 2.930] | 2.78 | .006 | .21”
Quote in the paperNot a substantial claim - Findingown data§ Discussion · p. 17
Female adolescents were significantly more likely than male adolescents to use SNS to enhance their mood states.
“More specifically, female adolescents were significantly more likely than male adolescents to use SNS to enhance their mood states.”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 39
Female adolescents reported higher BICP negative body image factors than male adolescents (M = 3.31, SD = 1.11 vs M = 3.01, SD = 1.27; t = 3.29, p = .001, d = .25).
“BICP negative body image factors | 3.18 (1.19) [3.075, 3.263] | 3.01 (1.27) [2.868, 3.155] | 3.31 (1.11) [3.200, 3.427] | 3.29 | .001 | .25”
Quote in the paperNot a substantial claim - Findingreasoning§ Practice implications · p. 20
The present study showed the unexplored effect of body shame and body image control in photos on problematic SNS use.
“Furthermore, the present study showed the unexplored effect of body shame and body image control in photos on problematic SNS use.”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Female adolescents reported higher BICP selfie-related factors than male adolescents (M = 3.02, SD = 1.04 vs M = 2.33, SD = 1.04; t = 8.73, p < .001, d = .66).
“BICP selfie-related factors | 2.71 (1.09) [2.630, 2.793] | 2.33 (1.04) [2.215, 2.450] | 3.02 (1.04) [2.919, 3.122] | 8.73 | <.001 | .66”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 39
Female adolescents reported higher PSNSU mood regulation than male adolescents (M = 3.51, SD = 1.73 vs M = 3.04, SD = 1.78; t = 3.51, p < .001, d = .27).
“PSNSU mood regulation | 3.30 (1.77) [3.176, 3.425] | 3.04 (1.78) [2.844, 3.256] | 3.51 (1.73) [3.33, 3.686] | 3.51 | <.001 | .27”
Quote in the paperNot a substantial claim - Findingown data§ Mediation analyses · p. 15
In female adolescents, body shame did not have a significant direct effect on PSNSU cognitive preoccupation.
“Differently from male adolescents, female adolescents' body shame did not have a significant direct effect on PSNSU cognitive preoccupation.”
Quote in the paperSubstantial claim - Findingnone given§ Discussion · p. 17
Male adolescents used greater body image control to improve their sexual attractiveness.
“However, male adolescents used greater body image control to improve their sexual attractiveness.”
Quote in the paperSubstantial claim - Findingown data§ Discussion · p. 17
The present study showed strong and positive co-occurrence of all dimensions of problematic SNS use and control on self-photos online and offline, especially among the female sample.
“the findings of the present study showed the strong and positive co-occurrence of all dimensions of problematic SNS use and control on self-photos online and offline, especially among the female sample.”
Quote in the paperSubstantial claim - Findingown data§ Discussion · p. 17
The present study found a strong and positive correlation between problematic SNS use and shame, especially among male adolescents.
“the present study found a strong and positive correlation between problematic SNS use and shame (especially among male adolescents)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Casale and Fioravanti (2017)
Not checked in the free run.
- Findingown data§ Practice implications · p. 20
The present study's findings demonstrated a strong association between body shame and control of body image in online and offline environments.
“The present study's findings demonstrated the strong association between body shame and control of body image in online and offline environments.”
Quote in the paperSubstantial claim - Findingown data§ Discussion · p. 17
The present study did not find any statistically significant difference between female and male adolescents' preference for online social interactions.
“Finally, the present study did not find any statistically significant difference between female and male adolescents' preference for online social interactions.”
Quote in the paperNot a substantial claim - Findingown data§ Discussion · p. 16
The body shame-related difference between young men's and young women's scores showed only a modest effect size.
“However, the body shame-related difference between young men's and young women's scores showed only a modest effect size”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Female adolescents reported higher PSNSU cognitive preoccupation than male adolescents (M = 3.47, SD = 1.89 vs M = 2.97, SD = 1.77; t = 3.56, p < .001, d = .27).
“PSNSU cognitive preoccupation | 3.24 (1.85) [3.097, 3.387] | 2.97 (1.77) [2.785, 3.179] | 3.47 (1.89) [3.286, 3.655] | 3.56 | <.001 | .27”
Quote in the paperNot a substantial claim - Findingown data§ Discussion · p. 18
Among male adolescents, body shame also directly predicted cognitive preoccupation.
“Among male adolescents, body shame also directly predicted cognitive preoccupation.”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For female adolescents, body shame had a significant indirect effect on mood regulation via body image control in photos (β = .21, SE = .033, p < .001).
“Body shame à body image control in photos à mood regulation | .09(.032) | .004 | .21(.033) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For male adolescents, body shame had a significant indirect effect on preference for online social interactions via body image control in photos (β = .12, SE = .028, p < .001).
“Body shame à body image control in photos à preference for online social interactions | .12(.028) | <.001 | .12(.030) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For male adolescents, body shame had a significant indirect effect on cognitive preoccupation via body image control in photos (β = .12, SE = .036, p = .001).
“Body shame à body image control in photos à cognitive preoccupation | .12(.036) | .001 | .29(.034) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Male adolescents reported higher PSNSU negative outcomes than female adolescents (M = 2.22, SD = 1.32 vs M = 1.76, SD = 1.27; t = -4.74, p < .001, d = .36).
“PSNSU negative outcomes | 1.97 (1.31) [1.877, 2.061] | 2.22 (1.32) [2.078, 2.37] | 1.76 (1.27) [1.630, 1.889] | -4.74 | <.001 | .36”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 40
For female adolescents, body shame had a significant indirect effect on compulsive SNS use via body image control in photos (β = .25, SE = .032, p < .001).
“Body shame à body image control in photos à compulsive SNS use | .11(.037) | .003 | .25(.032) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For male adolescents, body shame had a significant indirect effect on mood regulation via body image control in photos (β = .09, SE = .032, p = .004).
“Body shame à body image control in photos à mood regulation | .09(.032) | .004 | .21(.033) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For female adolescents, body shame had a significant indirect effect on preference for online social interactions via body image control in photos (β = .12, SE = .030, p < .001).
“Body shame à body image control in photos à preference for online social interactions | .12(.028) | <.001 | .12(.030) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For female adolescents, body shame had a significant indirect effect on negative outcomes via body image control in photos (β = .14, SE = .032, p < .001).
“Body shame à body image control in photos à negative outcomes | .11(.029) | <.001 | .14(.032) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 39
Female adolescents reported higher PSNSU compulsive social network sites use than male adolescents (M = 3.66, SD = 2.00 vs M = 2.87, SD = 1.79; t = 5.44, p < .001, d = .41).
“PSNSU compulsive social network sites use | 3.31 (1.94) [3.162, 3.453] | 2.87 (1.79) [2.672, 3.069] | 3.66 (2.00) [3.470, 3.86] | 5.44 | <.001 | .41”
Quote in the paperNot a substantial claim - Findingown data§ References · p. 40
For male adolescents, body shame had a significant indirect effect on compulsive SNS use via body image control in photos (β = .11, SE = .037, p = .003).
“Body shame à body image control in photos à compulsive SNS use | .11(.037) | .003 | .25(.032) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For female adolescents, body shame had a significant indirect effect on cognitive preoccupation via body image control in photos (β = .29, SE = .034, p < .001).
“Body shame à body image control in photos à cognitive preoccupation | .12(.036) | .001 | .29(.034) | <.001”
Quote in the paperSubstantial claim - Findingown data§ References · p. 40
For male adolescents, body shame had a significant indirect effect on negative outcomes via body image control in photos (β = .11, SE = .029, p < .001).
“Body shame à body image control in photos à negative outcomes | .11(.029) | <.001 | .14(.032) | <.001”
Quote in the paperSubstantial claim - Premisecitation§ Abstract · p. 5
Disembodied SNS environments and photo-based activities allow individuals who are dissatisfied with their appearance to create, construct, and edit their best self-presentation, overinvesting in their online body image.
“It is likely that disembodied SNS environments and photo-based activities allow individuals who are dissatisfied with their appearance to create, construct, and edit their best self-presentation, overinvesting in their online body image (Boursier & Manna, 2018b; Casale & Fioravanti, 2017; Cohen et al., 2018; Fox & Rooney, 2015; Lonergan et al., 2019; Manago et al., 2015; McLean et al., 2015).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Boursier & Manna, 2018b
Not checked in the free run.
- cites Casale & Fioravanti, 2017
Not checked in the free run.
- cites Cohen et al., 2018 source
Not checked in the free run.
- Premisecitation§ Abstract · p. 5
Body image-related activities and strategies of self-presentation (such as appearance monitoring) might lead to problematic SNS use.
“Finally, body image-related activities and strategies of self-presentation (such as appearance monitoring) might lead to problematic SNS use (Boursier & Manna, 2019; Boursier et al., 2020a; Cohen et al., 2018).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation§ Self-objectification experiences and social networking · p. 7
Online social media platforms (including the creation of content and peer interactions) provide a novel and highly accessible medium for male and female individuals' socializing with self-objectification experiences and objectified body consciousness.
“Therefore, ubiquitous online social media are increasingly replacing traditional mass media, and the use of online platforms (including the creation of content and peer interactions) seems to provide a novel and highly accessible medium for male and female individuals' socializing with self-objectification experiences and objectified body consciousness (Caso et al., 2019; Cohen et al., 2018; De V”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation§ Self-objectification experiences and social networking · p. 7
Instagram use has been found to be positively correlated with self-objectification.
“Like Facebook use, Instagram use has also been found to be positively correlated with self-objectification (Bell et al., 2018; Cohen et al., 2018; Fardouly, Willburger, & Vartanian, 2018; Feltman & Szymanski, 2018).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation§ The current study · p. 8
Body image control strategies might lead to specific problematic social networking among male and female adolescents.
“Furthermore, body image control strategies might lead to specific problematic social networking among male and female adolescents (Hawk et al., 2019; Wang et al., 2019b).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Hawk et al., 2019 source
Not checked in the free run.
- cites Wang et al., 2019b
Not checked in the free run.
- Premisecitation§ The current study · p. 8
Body shame, strongly related to self-objectification experiences, could be enhanced by the typical one-to-many style of interactions and the exposure of individuals' body image that SNS promote.
“This body shame, strongly related to self-objectification experiences, could be enhanced by the typical one-to-many style of interactions and the exposure of individuals' body image that SNS promote (Manago et al., 2015; Vandenbosch & Eggermont, 2012).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisenone given§ Self-objectification experiences and social networking · p. 7
No known studies have specifically focused on the effect of OBC body shame upon problematic SNS use.
“However, no known studies have specifically focused on the effect of OBC body shame upon problematic SNS use.”
- Also stated in: § The current study · p. 9 · plain
“No known studies evaluated the predictive role of OBC body shame on problematic SNS use.”
Quote in the paperNot a substantial claim - Also stated in: § The current study · p. 9 · plain
- Study design and conductown data§ Measures · p. 11
The BICP-R overall scale showed very good internal consistency in this study (Cronbach's alpha = .82).
“In the present study, the Cronbach's alphas for the overall scale was very good (.82).”
Quote in the paperNot a substantial claim - Premisecitation§ The current study · p. 9
Only one known previous study has explored the effect of objectified appearance control beliefs on problematic social networking.
“However, only one known previous study has explored the effect of objectified appearance control beliefs on problematic social networking (Boursier et al., 2020a).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Boursier et al., 2020a
Not checked in the free run.
- Study design and conductown data§ Measures · p. 12
The GPIUS2 showed good internal consistency in this study (Cronbach's alpha = .88).
“Similarly, we used this Casale and Fioravanti's (2017) last version in the present study and the Cronbach's alpha was .88.”
Quote in the paperNot a substantial claim - Premisecitation§ Discussion · p. 18
Individuals with a high level of body image concerns are particularly vulnerable to problematic internet use.
“Similarly, Rodgers and colleagues (2013) showed that individuals with a high level of body image concerns were particularly vulnerable to problematic internet use.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rodgers and colleagues (2013)
Not checked in the free run.
- Study design and conductown data§ Measures · p. 12
The GPIUS2 subscales showed acceptable internal consistency in this study (alphas .69, .73, .81, .82, .75).
“The Cronbach alpha values for each respective subscale were .69 (preference for online social interactions), .73 (mood regulation), .81 (cognitive preoccupation), .82 (compulsive SNS use), and .75 (negative outcomes).”
Quote in the paperNot a substantial claim - Interpretationnone given§ Conclusion · p. 22
Adolescents who feel ashamed of their bodies because of the perceived discrepancy between their appearance and culturally promoted standard appear to be engaged in strategies of control over their body image in photos.
“Specifically, adolescents who feel ashamed of their bodies because of the perceived discrepancy between their appearance and culturally promoted standard appear to be engaged in strategies of control over their body image in photos.”
Quote in the paperSubstantial claim - Interpretationcitation§ Discussion · p. 17
The present study confirmed a main condition of risk among female adolescents in photo management and control online and offline.
“Concurring with Boursier and Manna (2019), the present study confirmed a main condition of risk among female adolescents in photo management and control online and offline.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Boursier and Manna (2019) source
Not checked in the free run.
- Interpretationreasoning§ Discussion · p. 20
Self-objectification and SNS use appear to mutually affect and reinforce each other.
“Self-objectification and SNS use appear to mutually affect and reinforce each other.”
Quote in the paperSubstantial claim - Premisecitation§ Discussion · p. 18
Feelings of shame related to physical appearance could promote higher engagement in behaviors of body improvement to improve acceptance and achievement of social goals.
“Rudd and Lennon (2000) stated that feelings of shame related to physical appearance could promote higher engagement in several behaviors of body improvement (such as body image control in photos) to improve their acceptance and achievement of social goals (Fox & Vendemia, 2016), often normalizing risky behaviors.”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductown data§ Measures · p. 11
The BICP-R subscales showed acceptable internal consistency in this study (alphas .80, .70, .63, .77, .65).
“The Cronbach alpha values for each respective subscale were .80 (selfie-related factor), .70 (privacy filter behaviors), .63 (positive body image factor), .77 (sexual attraction factor), and .65 (negative body image factor).”
Quote in the paperNot a substantial claim - Study design and conductnone given§ Limitations and future directions · p. 21
The cross-sectional design limited the ability to formally test causality of the data.
“Second, the cross-sectional design limited the ability to formally test causality of the data.”
Quote in the paperNot a substantial claim - Premisecitation§ Discussion · p. 18
How individuals interact with their pictures prior to posting them on SNS is strongly associated with body image-related issues and problematic social networking.
“Therefore, how individuals interact with their pictures prior to posting them on SNS appears to be strongly associated with body imagerelated issues and to problematic social networking (Cohen et al., 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cohen et al., 2018 source
Not checked in the free run.
- Interpretationcitation§ Discussion · p. 20
The present findings strengthen the plausibility of the bidirectional nature of the SNS ↔ self-objectification pathway.
“Consistent with Strelan and Hargreaves' (2005) circle of self-objectification, the present findings strengthen the plausibility of the bidirectional nature of SNS ↔ self-objectification pathway.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Strelan and Hargreaves' (2005) source
Not checked in the free run.
- May combine two claims. 21
- Classified as probably not a substantial claim. 23
- The quote only partly states this claim. 1
May combine two claims.
Findingown data§ Abstract · p. 2Body shame strongly predicted body image control in SNS photos, leading indirectly to both male and female adolescents' problematic social media use.
“However, body shame strongly predicted body image control in SNS photos, leading indirectly to both male and female adolescents' problematic social media use.”
Quote in the paperSubstantial claim- Rests on an assumption: Body shame temporally precedes body image control in photos and problematic SNS use (the mediation model's causal ordering).
- Rests on an assumption: The observed associations between body shame, body image control in photos, and problematic SNS use are not due to unmeasured confounding.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown data§ Results Descriptive statistics · p. 14In the sample, 10.3% (n = 72) occasionally controlled their own body image in photos.
“In terms of BICP descriptive cut-off categories, findings showed that 10.3% ( n = 72) of the sample occasionally controlled their own body image in photos, 66.7% ( n = 462) habitually controlled it, 11.7% ( n = 81) controlled it in a risky way, and 11.3% ( n = 78) controlled it in a problematic way.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Mediation analyses · p. 15In male adolescents, BICP was significantly and positively associated with PSNSU preference for online social interactions, PSNSU mood regulation, PSNSU cognitive preoccupation, PSNSU compulsive SNS use, and PSNSU negative outcomes.
“Moreover, BICP was significantly and positively associated with PSNSU preference for online social interactions, PSNSU mood regulation, PSNSU cognitive preoccupation, PSNSU compulsive SNS use, and PSNSU negative outcomes”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Mediation analyses · p. 15In male adolescents, body shame had significant direct effects on BICP, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU negative outcomes.
“In the male sample, body shame had a significant direct effect on BICP, PSNSU mood regulation, PSNSU cognitive preoccupation, and PSNSU negative outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Discussion · p. 18Feelings of body shame directly predicted only problematic SNS use as a mood regulator and negative outcomes resulting from their misuse in both male and female subsamples.
“More specifically, feelings of body shame directly predicted only problematic SNS use as a mood regulator and negative outcomes resulting from their misuse in both male and female subsamples.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Mediation analyses · p. 15In female adolescents, body shame had significant direct effects on BICP, PSNSU mood regulation, and PSNSU negative outcomes.
“though, in the female sample, body shame had a significant direct effect on BICP, PSNSU mood regulation, and PSNSU negative outcomes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown data§ References · p. 39There was no significant gender difference in PSNSU preference for online social interactions (M = 2.47, SD = 1.51 for females vs M = 2.46, SD = 1.50 for males; t = .10, p = .920, d = .01).
“PSNSU preference for online social interactions | 2.47 (1.50) [2.343, 2.583] | 2.46 (1.50) [2.290, 2.632] | 2.47 (1.51) [2.32, 2.621] | .10 | .920 | .01”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Mediation analyses · p. 15The indirect effect between body shame and problematic SNS use was statistically significant for all paths in both female and male groups, with higher significance among young women.
“In relation to the indirect effect between body shame and problematic SNS use, all paths were statistically significant in both female and male groups, with higher significance among young women (see Table 3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Discussion · p. 19Body shame strongly predicted photo investment and control, leading to problematic social networking in both male and female groups, but with higher effects among young women.
“However, body shame strongly predicted photo investment and control, leading to problematic social networking in both male and female groups, but with higher effects among young women (Hypothesis 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Discussion · p. 17Female adolescents had more obsessive thought patterns and poorer self-regulation of SNS use than young men.
“They also had more obsessive thought patterns and poorer selfregulation of SNS use than young men.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ Conclusion · p. 22The present findings showed that body shame and body image control in photos strongly influence problematic social networking.
“Furthermore, the present findings showed that body shame and body image control in photos strongly influence problematic social networking”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Abstract · p. 2Young people's engagement in internet-based activities has grown rapidly and dramatically over the past few years, especially in activities concerning social media use.
“Young people's engagement in internet-based activities has grown rapidly and dramatically over the past few years (Boursier & Manna, 2018a; Franchina & Lo Coco, 2018; Gioia & Boursier, 2019; Kırcaburun, Kokkinos, Demetrovics, Király, Griffiths, & Çolak, 2019), especially in activities concerning social media use (D'Arienzo, Boursier, & Griffiths, 2019; Kuss & Griffiths, 2017).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Boursier & Manna, 2018a
Not checked in the free run.
- cites Franchina & Lo Coco, 2018
Not checked in the free run.
- cites Gioia & Boursier, 2019
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Self-objectification experiences and social networking · p. 6Men and male adolescents are increasingly facing self-objectification experiences and becoming involved in body image-related activities.
“However, scholars' findings highlighted how men and male adolescents are increasingly facing self-objectification experiences and becoming involved in body image-related activities (Daniel, & Bridges, 2010; Dakanalis et al., 2012, 2015; Holland & Tiggemann, 2016; Karsay et al., 2018; Manago et al., 2015; Moradi, 2010; Moradi & Huang, 2008; Vandenbosch & Eggermont, 2013).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Abstract · p. 5Individuals' higher engagement in body image monitoring might lead to problematic social media use, reinforcing an appearance-based behavior-reward feedback loop and suggesting a possible bidirectional relation of SNS-appearance issues.
“In line with this possibility, individuals' higher engagement in body image monitoring might lead to problematic social media use (Wang, Xie, Fardouly, Vartanian, & Lei, 2019b), reinforcing an appearance-based behavior-reward feedback loop and suggesting the possible bidirectional relation of SNS-appearance issues (Boursier et al., 2020a, 2020b; Hawk, van den Eijnden, van Lissa, & ter Bogt, 2019).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Wang, Xie, Fardouly, Vartanian, & Lei, 2019b
Not checked in the free run.
- cites Boursier et al., 2020a
Not checked in the free run.
- cites Hawk, van den Eijnden, van Lissa, & ter Bogt, 2019 source
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May combine two claims.
Premisecitation§ Abstract · p. 5Visual attention directed toward body appearance might trigger behaviors such as body monitoring, potentially related to self-objectification and body shame experiences.
“The visual attention directed toward body appearance (for example, in a mirror or pictures) might trigger behaviors such as body monitoring, potentially related to self-objectification and body shame experiences (Butkowski et al., 2019; De Vries & Peter, 2013; Fox & Vendemia, 2016; Vandenbosch & Eggermont, 2012).”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
Premisecitation§ Self-objectification experiences and social networking · p. 6According to objectification theory, repeated objectification experiences gradually influence individuals (especially women) to treat themselves as objects, assuming and internalizing an outside observer's perspective on their physical selves.
“Specifically, according to the objectification theory framework (Fredrickson & Roberts, 1997), repeated objectification experiences are thought to gradually influence individuals (especially women) to treat themselves as objects, assuming and internalizing an outside observer's perspective on their physical selves.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fredrickson & Roberts, 1997 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Self-objectification experiences and social networking · p. 7Boursier et al. (2020a) showed a negatively predictive role of OBC appearance control beliefs on problematic social networking.
“Indeed, Boursier, et al. (2020a) recently showed the negatively predictive role of OBC appearance control beliefs on problematic social networking.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boursier, et al. (2020a)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Self-objectification experiences and social networking · p. 8Casale and Fioravanti's (2017) findings confirmed the predictive role of behavioral and bodily shame experiences upon problematic social networking via the perceived benefits of computer-mediated communication.
“Their findings confirmed the predictive role of behavioral and bodily shame experiences upon problematic social networking via the perceived benefits of computer-mediated communication.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Casale and Fioravanti (2017)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Study design and conductown data§ Measures · p. 11The Body Shame subscale showed good internal consistency in this study (Cronbach's alpha = .79).
“In this study, Cronbach's alpha was good (.79).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ Self-objectification experiences and social networking · p. 7On SNS profiles, individuals appear to literally look at themselves from an observer's perspective, confirming a clear interrelationship between social networking and self-objectification.
“On SNS profiles, individuals appear to literally look at themselves from an observer's perspective (Fardouly et al., 2015), confirming a clear interrelationship between social networking and self-objectification.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fardouly et al., 2015
Not checked in the free run.
May combine two claims.
Premisecitation§ The current study · p. 8SNS users, especially adolescents, might invest in photo-related control and activities, trying to show and share on SNS their ideal self-image as well as becoming more worried about their appearance and body image, picture quality, and strategies to taking, choosing, and editing their shared photos online.
“Consequently, SNS users, especially adolescents, might invest in photo-related control and activities, trying to show and share on SNS their ideal self-image (McLean et al. 2015) as well as becoming more worried about their appearance and body image, picture quality, and strategies to taking, choosing, and editing their shared photos online (Boursier & Manna, 2019; Manago et al., 2015; McLean et”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone given§ The current study · p. 9Empirical research has demonstrated the close relationship between body image management and SNS use, often in a problematic way especially among adolescents, and between appearance-related issues and self-objectification.
“Empirical research has demonstrated the close relationship between body image management and SNS use, often in a problematic way especially among adolescents, and between appearance-related issues and self-objectification.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisecitation§ The current study · p. 8According to Dakanalis et al. (2015), individuals who perceive a discrepancy between their appearance and culturally idealized body image might be ashamed of their body.
“In summary, according to Dakanalis et al. (2015), individuals who perceive a discrepancy between their appearance and culturally idealized body image might be ashamed of their body.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dakanalis et al. (2015) source
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Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Self-objectification experiences and social networking · p. 8Another Italian study highlighted the predictive role of feelings of shame upon internet addiction.
“Previously, another Italian study highlighted the predictive role of feelings of shame upon internet addiction (Craparo et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Craparo et al., 2014 source
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Premisecitation§ Self-objectification experiences and social networking · p. 7Older Chinese adolescents' body-related conversations on SNS predict body shame via body surveillance.
“Similarly, a more recent study showed the predictive role of older Chinese adolescents' body-related conversations on SNS on body shame via body surveillance (Wang, Wang, Yang, Zeng, & Lei, 2019a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wang, Wang, Yang, Zeng, & Lei, 2019a
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Self-objectification experiences and social networking · p. 7High exposure to pictures and appearance-related conversations and comparisons to different target groups on SNS (especially Facebook) are related to appearance concerns and self-objectification.
“Studies have also shown that high exposure to pictures and appearance-related conversations and comparisons to different target groups on SNS (especially Facebook) are related to appearance concerns and self-objectification (Arroyo & Brunner, 2016; Fardouly et al., 2015; Fardouly & Vartanian, 2015; Manago et al., 2015; Meier & Grey, 2014; Trekels, Ward, & Eggermont, 2018).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Arroyo & Brunner, 2016 source
Not checked in the free run.
- cites Fardouly et al., 2015
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- cites Fardouly & Vartanian, 2015
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Premisecitation§ Self-objectification experiences and social networking · p. 7Facebook involvement and exposure predict body surveillance, which in turn predicts greater body shame.
“On the contrary, only a few studies have focused on OBC body shame and they have found that Facebook involvement and exposure predict body surveillance, which in turn predicts greater body shame (Manago et al., 2015; Slater & Tiggemann, 2015; Tiggemann & Slater, 2013, 2015).”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Self-objectification experiences and social networking · p. 7The amount of time spent on SNS was associated with greater body-objectification.
“In this regard, recent studies reported that the amount of time spent on SNS was associated with greater body-objectification (Andrew, Tiggemann, & Clark, 2016; Barzoki, Mohtasham, Shahidi, & Tavakol, 2017; Graff & Czarnomska, 2019; Melioli, Rodgers, Rodrigues, & Chabrol, 2015; Slater, & Tiggemann, 2015; Vandenbosch & Eggermont, 2012, 2015).”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
Interpretationown data§ Discussion · p. 17The tested mediation model suggested that body shame was both directly and indirectly (via body image control in photos) positively associated with adolescents' problematic SNS use.
“Overall, the tested mediation model suggested that body shame was both directly and indirectly (via body image control in photos) positively associated with adolescents' problematic SNS use.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ Limitations and future directions · p. 21The present study explored only a small number of variables in relation to the complex construct of problematic SNS use.
“Third, the present study explored only a small number of variables in relation to the complex construct of problematic SNS use.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitation§ Limitations and future directions · p. 21The study used a self-report survey with potential method biases ranging from misunderstanding of measures' purposes to social-desirability bias.
“First, the study used a self-report survey with its well-known potential method biases ranging from a misunderstanding of measures' purposes to social-desirability bias (Rosenman, Tennekoon, & Hill, 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rosenman, Tennekoon, & Hill, 2011 source
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Classified as probably not a substantial claim.
Premisecitation§ Discussion · p. 19Individuals who feel body shame might display problematic SNS use responding to their need to control self-presentation and facilitate social acceptance.
“According to Casale and Fioravanti (2017), individuals who feel body shame might display problematic SNS use responding to their need to control self-presentation and facilitate social acceptance.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Casale and Fioravanti (2017)
Not checked in the free run.
Classified as probably not a substantial claim.
Premisecitation§ Discussion · p. 18Social reward and approval are pivotal motivators of adolescents' behavior.
“This is because social reward and approval are pivotal motivators of adolescents' behavior (Bell et al., 2018; Foulkes, & Blakemore, 2016).”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
Interpretationreasoning§ Conclusion · p. 22Despite the higher relevance of the relationship between body shame and problematic SNS use among female adolescents, similar findings among male adolescents might suggest that they are increasingly becoming engaged in self-objectification experiences.
“Finally, despite the higher relevance of the relationship between body shame and problematic SNS use among female adolescents, similar findings among male adolescents might suggest that they are increasingly becoming engaged in self-objectification experiences.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ Discussion · p. 19The asynchronous nature of SNS facilitates editing and provides greater control over online self-presentation.
“Overall, the asynchronous nature of SNS seems to facilitate editing and provide greater control over online self-presentation (Casale & Fioravanti, 2017; Fox & Vendamia, 2016).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Casale & Fioravanti, 2017
Not checked in the free run.
- cites Fox & Vendamia, 2016 source
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May combine two claims.
Interpretationcitation§ Discussion · p. 20SNS use leads to more self-objectification because it offers individuals who already self-objectify to present, manage, and promote their own images online, reinforcing self-objectification processes, and could potentially lead to problematic SNS use.
“It is likely that SNS use leads to more self-objectification because it offers individuals who already self-objectify to present, manage, and promote their own images online, reinforcing self-objectification processes (Bell et al., 2018; Fardouly et al., 2015, 2017; Veldhuis et al., 2020), and could potentially lead to problematic SNS use.”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
Study design and conductnone given§ References · p. 39A Bonferroni correction was applied for the five tests for both the BICP and the PSNSU (p < .01).
“A Bonferroni correction was applied for the five tests for both the BICP and the PSNSU ( p < .01).”
Quote in the paperSubstantial claim
The paper relies on this without support.
Body shame temporally precedes body image control in photos and problematic SNS use (the mediation model's causal ordering).
“The present study evaluated the previously unexplored predictive role of body shame on SNS use, testing the mediating effect of body image control in photos on SNS.”
The paper relies on this without support.
The observed associations between body shame, body image control in photos, and problematic SNS use are not due to unmeasured confounding.
“However, body shame strongly predicted body image control in SNS photos, leading indirectly to both male and female adolescents' problematic social media use.”
The paper relies on this without support.
The convenience sample of 693 Italian high school students is representative of Italian adolescents for the purpose of the study's conclusions.
“We recruited a convenience sample of 693 participants (aged 13-19 years, M age = 16 years, SD = 1.58); 310 (45%) male adolescents and 383 (55%) female adolescents participated in our survey study.”
The authors state this as an assumption.
Women, more than men, compare their bodies with cultural body standards.
“the self-objectification framework's assumption that women, more than men, compare their bodies with cultural body standards”
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?
Generally, girls invested heavily in photos of themselves, endorsed the thin / fit ideal, made more comparisons with others, and engaged in higher levels of disordered eating pathology, specifically dieting and emotional eating.
“Generally, girls invested heavily in photos of themselves, endorsed the thin / fit ideal, made more comparisons with others, and engaged in higher levels of disordered eating pathology, specifically dieting and emotional eating [50, 57, 75].”
From The social media diet: A scoping review to investigate the association between social media, body image and eating disorders amongst young people (2023) · cites this paper as [75]
The Results (p. 14) and Discussion (p. 17) report that girls invested more in selfies and exercised greater control over their appearance in photos than boys. The Discussion (p. 19) discusses girls comparing their bodies with cultural standards, but the paper does not establish endorsement of a specifically thin/fit ideal or higher levels of dieting and emotional eating; those outcomes are not reported in its Results. (LLM, conf=0.88)
Experimental — accuracy not yet measured
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.
- Consistentχ²(48) = 269.7reported p < .001 · recomputed p < .001
“χ 2 (48) = 269.7, p < .001”
- Consistentχ²(34) = 13.92reported p = .999 · recomputed p = .999
“χ 2 (34) =13.92, p = .999”
- Consistentχ²(82) = 283.61reported p < .001 · recomputed p < .001
“χ 2 (82) = 283.61, p < .001”
- Consistentχ²(28) = 40.37reported p = .061 · recomputed p = .061
“χ 2 (28) = 40.37, p = .061”
- Consistentχ²(76) = 229.33reported p < .001 · recomputed p < .001
“χ 2 (76) = 229.33, p < .001”
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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“The first path confirms—regardless of gender—what was previously reported on the mediat - ing role of body image control in photos in the relationship between body shame and Problematic Social Networking Sites Use (Boursier & Manna, 2019; Gioia et al., 2020).”
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“So it was confirmed that there is a close link between these two factors [3,4,15,16].”
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“36 The Internet and SNSs are perceived as a way of replicating face-to-face interactions free of social physique anxiety due to easier management of how one’s body appears.”
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“These online portrayals tend to emphasize unrealistic thin or masculine standards (Gioia et al., 2020; McLean et al., 2015).”
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“In particular, SNS plays a vital role in young individuals’ lives (Gioia et al., 2020; Vall-Roqué et al., 2021).”
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“Body shaming, online/social media bullying, and ridicule are some of the negative responses that some have received [44,45].”
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“…how the use of fi lters and edited images on social media can distort self-perception and lead to body dissatisfaction (Eshiet, 2020) Adolescents who frequently edit their photos are more likely to experience body image concerns and may be more susceptible to body shaming (Gioia et al., 2020).”
Gioia, F., & Boursier, V. (2021) · Atlantic Journal of Communication · doi:10.1080/15456870.2021.1952205 · Cited by 8 · see citing works
“…engaged in CMC communication and in sharing of personal information (Lenhart et al., 2007), in recent years males have seemed to be increasingly involved in social Internet-based applications (Boursier & Manna, 2018; Dutta et al., 2016; Gioia et al., 2020; Guo et al., 2018; Katz & Crocker, 2015).”
BackgroundResultInfluentialSelf-citationZeng, W., Luo, Y., & Chen, H. (2023) · Youth & Society · doi:10.1177/0044118x231176849 · Cited by 9 · see citing works
“…2021), some researchers propose that adolescents may have already internalized the thin ideal by the time they begin regularly engaging in social media use, and in this case, body image issues might aggravate the potential for PSMU (Boursier et al., 2020a; Gioia et al., 2020; Tylka et al., 2023).”
BackgroundChanging to Impress: Testing a Mediation Model from Instagram Self-presentation to Cosmetic Surgery
Galeotti, T., Marino, C., Canale, N., Scacchi, L., & Vieno, A. (2023) · Aesthetic Plastic Surgery · doi:10.1007/s00266-023-03501-0 · Cited by 7 · see citing works
“BICP refers to people’s understanding of their photo quality, concerns about how they are portrayed, and the strategies used in taking, choosing, and sharing pictures [22, 25].”
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Setty, E. (2022) · Youth · doi:10.3390/youth2020015 · Cited by 7 · see citing works
“, [74] examined visual self-presentation online and its association with appearance-related concerns and monitoring, as well as self-objectification and body shame.”
BackgroundGioia, F., McLean, S. A., Rega, V., & Boursier, V. (2023) · Current Psychology · doi:10.1007/s12144-023-04946-x · Cited by 6 · see citing works
“Finally, despite women in our sample who showed higher body shame reporting engaging in photo manipulation to a greater extent than men (Gioia et al., 2020 ), according to previous findings using the PMS among adolescents (Gioia et al., 2021 ), males appeared engaged in more photo manipulation than…”
InfluentialSelf-citationSocial Media's Influence on Eating Disorders
Gao, M. (2023) · Modern Economics & Management Forum · doi:10.32629/memf.v4i4.1489 · Cited by 7 · see citing works
Factorial validity of the problematic social media use scale among Chinese adults
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Boursier, V., & Gioia, F. (2020) · PubMed Central · doi:10.36131/cnfioritieditore20200304 · Cited by 16 · see citing works
“…the male’s increasing involvement in body-objectification processes (Boursier et al., 2020c; Daniel & Bridges, 2010; Dakanalis et al., 2015; Gioia, Griffiths, and Boursier, 2020; Hatton & Trautner, 2011; Manago, Ward, Lemm, Reed, & Seabrook, 2015; Moradi, 2010; Vandenbosch & Eggermont,…”
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“…along with questions of how to adequately construct and customise the self for particular groups, including successful online reputation management, but also gave rise to problematic issues such as cyberbullying and (body) shaming on social networking websites and apps (e.g. Gioia et al., 2020).”
BackgroundThe Impact of Social Media on Self-Image Control in Adolescents and Relevant Factors
Zhuang, X. (2023) · Journal of Education Humanities and Social Sciences · doi:10.54097/ehss.v22i.12283 · Cited by 5 · see citing works
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Self-objectification is (Still) gendered: A meta-analysis across measures and societal contexts
Guo, Y., Xiao, L., Dang, J., & Li, B. (2025) · Body Image · doi:10.1016/j.bodyim.2025.101972 · Cited by 7 · see citing works
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Gender-Specific Facets of Shame: Exploring a Resource Within and Between Cultures
Vanderheiden, E., & Mayer, C. (2024) · Springer eBooks · doi:10.1007/978-3-031-54593-1_1 · Cited by 3 · see citing works
The Effects of Body Image and SNS Body Image on SNS Photo-Editing Tendency
Cheon, J., Chae, L. D., & Lee, J.-Y. (2024) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-024-00405-x · Cited by 2 · see citing works
“…allow individuals to carefully manage and control their self-presentation, which increases the perception of control (Casale & Fioravanti, 2017; Gioia et al., 2020) and, therefore, makes them feel safer, more comfortable, and more efficacious, especially to those with inadequate social skills…”
InfluentialSobhani, N., & Niknam, M. (2025) · Iranian Journal of Psychiatry and Behavioral Sciences · doi:10.5812/ijpbs-145500 · Cited by 2 · see citing works
“Adolescents attempt to conceal perceived appearance defects, which are largely influenced by their mental image of their body, and exhibit avoidance behavior in interpersonal situations (14).”
Bullying, Body Shaming, and Academic Behavior Among University Students in Nigeria
Opesemowo, O. A. G., & Olufunmi, T. (2025) · International Journal of Bullying Prevention · doi:10.1007/s42380-025-00312-6 · Cited by 6 · see citing works
Impact of Adolescent Social Media Use on Body Image, Mental Health and Eating Disorders: A Review
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Nesneleştirilmiş Beden Bilincinin Dindarlık ile Selfitiş Davranış İlişkisindeki Rolü
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Gambaran Citra Tubuh Remaja Perempuan Indonesia
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Ethnicity, Race, and Identity in the Digital Age
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‘Influence’ in the (post-)digital age: Girls’ experiences of online influencer culture
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“…(Goodyear et al., 2019), while perpetuating and extending inter-personal and social scrutiny, status hierarchies, self-comparison and internalisation of norms and values, potentially creating pressure, frustration and self-dissatisfaction (Gioia et al., 2020; Tiggemann and Barbato, 2018).”
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“Several explicit gratifications have been explored and the gratifications of self-presentation and body image control were found to mediate cross-sectional associations between body shame and problematic social media use [27, 28].”
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“Moreover, body shame was found to be a strong predictor of body image control in networking sites among teenagers (Gioia et al., 2020), potentially creating a vicious cycle where efforts to conform to unrealistic standards through body image control on social networks may intensify body shame.”
The Influence of Young Women’s Feminist Identity on Objectified Body Consciousness
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THE EFFECT OF SOCIAL MEDIA ON ADOLESCENTS
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“Francesca Gioia et al.[7] Adolescents ’ Body Shame and Social Networking Sites: In Photos, Body Image Control Has a Mediating Effect.”
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The necessity of objectification: Sartre and Lacan on online body shaming
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“…body image control in photos, consistent with prior research in adolescents and young adults that has shown higher engagement in appearance-related behaviors such as taking selfies, using photographic filters, and posting pho - tos (Boursier et al., 2020; Gioia et al., 2020; McLean et al., 2015 ).”
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“…addiction based on the self-presentational theory (i.e., online contexts enable people to manage and control personal images; Boursier et al., 2020; Gioia et al., 2020), the present study links body surveillance and appearance anxiety to a broader form of addiction (i.e., Internet addiction)…”
InfluentialYang, C., & Shen, S.-Q. (2026) · Archives of Sexual Behavior · doi:10.1007/s10508-026-03491-5
“Such tendencies have been linked to negative self-consciousness, diminished bodily autonomy, and psychological distress (Delgado-Rodríguez et al., 2022; Gioia et al., 2020).”
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“However, body objectification is increasingly internalized by men in contemporary Western societies (Gioia et al., 2020; Manago et al., 2015 ; Oehlhof et al., 2009 ; Strelan & Hargreaves, 2005).”
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“Social media platforms constantly reinforce body image ideals and may increase negative body perception among adolescents (Sagrera et al., 2022; Gioia et al., 2020).”
Self-citation
- Authors
- Gioia, F., Griffiths, M. D., & Boursier, V.
- Affiliations
- University of Naples Federico II (IT)
- Nottingham Trent University (GB)
- Corresponding author
- Boursier, Valentina
- Venue
- Sex Roles
- Published
- 2020-03-25
- Volume
- 83
- Issue
- 11-12
- Pages
- 773-785
- ISSN
- 0360-0025 (ISSN-L)
- 1573-2762
- OpenAlex
- W3013975451
- Semantic Scholar
- fab65f1c22ff362c6c3c5727f1450d983d123f47
- Cited by
- 81
- References
- 110
- Citations by year
- 2026: 10 · 2025: 10 · 2024: 14 · 2023: 17 · 2022: 12 · 2021: 9 · 2020: 9
- FWCI
- 4.70
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Sex Roles (publishedVersion)
- Nottingham Trent University's Institutional Repository (Nottingham Trent Repository) (acceptedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Clinical Psychology › Body Image and Dysmorphia Studies
- Keywords
- body shame, social networking sites, adolescents, self-objectification, social media addiction, visual self-presentation, gender differences
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