Associations Between Body Image Satisfaction, Body Mass Index, Quality of Life, and Screen Time in Portuguese Students
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample
2.2. Ethics and Consent
2.3. Instruments
2.3.1. Sociodemographic and Anthropometric Data
2.3.2. Body Image Perception Questionnaire
2.3.3. Quality of Life Questionnaire
2.4. Procedures
2.5. Data Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Páscoa, A.F. A percepção da imagem corporal na adolescência: Fatores influentes e consequências. Rev. Psicol. Foco 2023, 12, 33–47. [Google Scholar]
- Griffiths, S.; Murray, S.B.; Touyz, S. Body dissatisfaction and eating disorders: The role of social and psychological factors in adolescence and young adulthood. J. Clin. Psychol. 2021, 77, 456–473. [Google Scholar]
- Rodgers, R.F.; DuBois, R.H. Cognitive biases to appearance-related stimuli in body dissatisfaction: A systematic review. Clin. Psychol. Rev. 2016, 46, 1–11. [Google Scholar] [CrossRef]
- Stice, E.; Whitenton, K. Risk factors for body dissatisfaction in adolescent girls: A longitudinal investigation. Dev. Psychol. 2002, 38, 669–678. [Google Scholar] [CrossRef]
- Festinger, L. A theory of social comparison processes. Hum. Relat. 1954, 7, 117–140. [Google Scholar] [CrossRef]
- Tian, J.; Li, B.; Zhang, R. The impact of upward social comparison on social media on appearance anxiety: A moderated mediation model. Behav. Sci. 2025, 15, 8. [Google Scholar] [CrossRef] [PubMed]
- Perloff, R.M. Social media effects on young women’s body image concerns: Theoretical perspectives and an agenda for research. Sex Roles 2014, 71, 363–377. [Google Scholar] [CrossRef]
- Fardouly, J.; Diedrichs, P.C.; Vartanian, L.R.; Halliwell, E. Social comparisons on social media: The impact of Facebook on young women’s body image concerns and mood. Body Image 2015, 13, 38–45. [Google Scholar] [CrossRef]
- Rodgers, R.F.; Slater, A.; Gordon, C.S.; McLean, S.A.; Jarman, H.K.; Paxton, S.J. A biopsychosocial model of social media use and body image concerns, disordered eating, and muscle-building behaviors among adolescent boys. Psychol. Men Masculin. 2020, 21, 516–527. [Google Scholar] [CrossRef]
- Barros, F. Impactos da mídia e fatores associados na insatisfação da imagem corporal em adolescentes. RECIMA21—Rev. Científica Multidiscip. 2023, 4, e463215. [Google Scholar]
- Shen, Y.; Zhu, X.; Chen, H. Media exposure and body dissatisfaction: The mediating role of internalization of the thin ideal and social comparison among adolescents. J. Youth Stud. 2022, 25, 679–695. [Google Scholar]
- Huang, C. Time spent on social network sites and psychological well-being: A meta-analysis. Comput. Hum. Behav. 2017, 69, 273–283. [Google Scholar] [CrossRef] [PubMed]
- de Vries, D.A.; Peter, J.; Nikken, P.; de Graaf, H. Adolescents’ social network site use, peer appearance-related feedback, and body dissatisfaction: Testing a mediation model. Cybersychol. Behav. Soc. Netw. 2023, 26, 247–253. [Google Scholar] [CrossRef]
- Smahel, D.; Livingstone, S.; Haddon, L.; Ólafsson, K. EU Kids Online 2020: Survey Results from 19 Countries. EU Kids Online. 2020. Available online: https://www.eukidsonline.ch/files/Eu-kids-online-2020-international-report.pdf (accessed on 5 May 2025).
- Portuguese Psychologists Association (Ordem dos Psicólogos Portugueses). Let’s Talk About Screens and Digital Technologies. 2022. Available online: https://www.ordemdospsicologos.pt/ficheiros/documentos/opp_vamosfalarsobreecrasetecnologiasdigitais.pdf (accessed on 5 May 2025).
- Sociedade Portuguesa de Neuropediatria. Recomendações Para a Utilização de Ecrãs e Tecnologia Digital em Idade Pediátrica. Sociedade Portuguesa de Neuropediatria. 2024. Available online: https://neuropediatria.pt/wp-content/uploads/Recomendacoes-SPNP-ecras-e-tecnologia-digital-2.pdf (accessed on 5 May 2025).
- Tremblay, M.S.; Aubert, S.; Barnes, J.D.; Saunders, T.J.; Carson, V.; Latimer-Cheung, A.E.; Chastin, S.F.M.; Altenburg, T.M.; Chinapaw, M.J.M. Sedentary Behavior Research Network (SBRN)—Terminology Consensus Project process and outcome. Int. J. Behav. Nutr. Phys. Act. 2017, 14, 75. [Google Scholar] [CrossRef]
- Liu, Y.; Wang, Q.; Zhang, M.; Yang, F.; Zhang, J.; Lu, Y. Association between types of screen time and weight status during the COVID-19 pandemic: A longitudinal study in children and adolescents. Nutrients 2023, 15, 2055. [Google Scholar] [CrossRef]
- Sanders, T.; Parker, P.D.; Enders, C.K. Sedentary behavior and academic achievement in adolescents: A meta-analytic review. J. Adolesc. 2020, 82, 14–24. [Google Scholar]
- Li, J.; Ma, H.; Zhang, X. Sedentary behavior and mental health among adolescents: A systematic review. Int. J. Environ. Res. Public Health 2022, 19, 6221. [Google Scholar]
- Carson, V.; Hunter, S.; Kuzik, N.; Gray, C.E.; Poitras, V.J.; Chaput, J.-P.; Tremblay, M.S. Systematic review of sedentary behaviour and health indicators in school-aged children and youth: An update. Appl. Physiol. Nutr. Metab. 2016, 41, S240–S265. [Google Scholar] [CrossRef]
- Van Sluijs, E.M.F.; Vloet, J.I.A.; Thijssen, D.H.H.; Eijsvogels, T.M.H.; Bakker, E.A. Sedentary behavior, physical activity, and health in young people: A systematic review. Med. Sci. Sports Exercise 2021, 53, 663–674. [Google Scholar]
- Poeta, L.S.; Duarte, M.F.S.; Giuliano, I.C.B. Qualidade de vida relacionada à saúde de crianças obesas. Rev. Bras. Saude Mater. Infant. 2014, 14, 53–59. [Google Scholar] [CrossRef]
- Maria, F.P.; Silva, L.F.; Sousa, R.A. Qualidade de vida relacionada com a saúde em jovens com obesidade. Rev. Saude Publica 2017, 51, 24–32. [Google Scholar]
- Dumith, S.C.; Farias Júnior, J.C. Consequências do excesso de peso na infância e adolescência. Rev. Bras. Saude Mater. Infant. 2010, 10, 77–85. [Google Scholar]
- American Psychological Association. Screen Time and Emotional Problems in Kids: A Vicious Circle? 9 June 2025. Available online: https://www.apa.org/news/press/releases/2025/06/screen-time-problems-children (accessed on 5 May 2025).
- Sawyer, S.M.; Afifi, R.A.; Bearinger, L.H.; Blakemore, S.-J.; Dick, B.; Ezeh, A.C.; Patton, G.C. Adolescence: A foundation for future health. Lancet 2012, 379, 1630–1640. [Google Scholar] [CrossRef] [PubMed]
- Coelho, E.M.; Padez, C.; Moreira, P.; Rosado, V.; Mourão-Carvalhal, I. BMI and self-perceived body shape in Portuguese children. Rev. Psicol. Deporte 2013, 22, 371–376. [Google Scholar]
- Faul, F.; Erdfelder, E.; Lang, A.-G.; Buchner, A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav. Res. Methods 2007, 39, 175–191. [Google Scholar] [CrossRef]
- Gaspar, T.; Matos, M.G. Qualidade de Vida em Crianças e Adolescentes: Versão Portuguesa dos Instrumentos KIDSCREEN-52; Aventura Social e Saúde: Cruz Quebrada, Portugal, 2008. [Google Scholar]
- The KIDSCREEN Group Europe. The KIDSCREEN Questionnaires: Quality of Life Questionnaires for Children and Adolescents (Manual); Pabst Science Publishers: Lengerich, Germany, 2006. [Google Scholar]
- Dancey, C.P.; Reidy, J. Statistics Without Maths for Psychology, 4th ed.; Pearson Education: Harlow, UK, 2007. [Google Scholar]
- Fardouly, J.; Vartanian, L.R. Social media and body image concerns: Current research and future directions. Curr. Opin. Psychol. 2016, 9, 1–5. [Google Scholar] [CrossRef]
- Marengo, D.; Longobardi, C.; Fabris, M.A.; Settanni, M. Highly-visual social media and internalizing symptoms in adolescence: The mediating role of body image concerns. Comput. Hum. Behav. 2021, 122, 106839. [Google Scholar] [CrossRef]
- Rideout, V.; Robb, M. The Common Sense Census: Media Use by Tweens and Teens; Common Sense Media: San Francisco, CA, USA, 2019. [Google Scholar]
- Anderson, M.; Jiang, J. Teens, Social Media & Technology 2018. Pew Research Center. 2018. Available online: https://www.pewresearch.org/internet/2018/05/31/teens-social-media-technology-2018/ (accessed on 5 May 2025).
- Lenhart, A. Teens, Social Media & Technology Overview 2015. Pew Research Center. 2015. Available online: https://www.pewresearch.org/internet/2015/04/09/teens-social-media-technology-2015/ (accessed on 5 May 2025).
- Kaye, L.K.; Kowert, R.; Quinn, S. The role of social identity and social norms in online gaming: A mixed methods approach. Comput. Hum. Behav. 2017, 68, 240–248. [Google Scholar]
- Twenge, J.M.; Campbell, W.K. Associations between screen time and lower psychological well-being among children and adolescents: Evidence from a population-based study. Prev. Med. Rep. 2018, 12, 271–283. [Google Scholar] [CrossRef]
- Coyne, S.M.; Rogers, A.A.; Zurcher, J.D.; Stockdale, L.; Booth, M. Does time spent using social media impact mental health? An eight-year longitudinal study. Comput. Hum. Behav. 2020, 104, 106160. [Google Scholar] [CrossRef]
- Wang, P.; Li, Z.; Yang, Y.; Wang, H. The association between parent-child relationship and problematic internet use among English- and Chinese-language studies: A meta-analysis. Comput. Hum. Behav. 2022, 136, 107423. [Google Scholar]
- Twenge, J.M.; Martin, G.N.; Spitzberg, B.H. Trends in U.S. Adolescents’ media use, 1976–2016: The rise of digital media, the decline of TV, and the (near) demise of print. Psychol. Pop. Media Cult. 2018, 7, 329–345. [Google Scholar] [CrossRef]
- Kuss, D.J.; Griffiths, M.D. Social Networking Sites and Addiction: Ten Lessons Learned. Int. J. Environ. Res. Public Health 2015, 12, 1286–1306. [Google Scholar] [CrossRef]
- Weinstein, E.; Selman, R.L. Digital stress: Adolescents’ personal accounts. Comput. Hum. Behav. 2016, 63, 163–170. [Google Scholar] [CrossRef]
- Cafri, G.; Thompson, J.K.; Ricciardelli, L.; McCabe, M.; Smolak, L.; Yesalis, C. Pursuit of the muscular ideal: Physical and psychological consequences of a muscularity-focused body image. Body Image 2021, 37, 18–29. [Google Scholar]
- Rodgers, R.F.; Lombardo, C.; Cerolini, S.; Franko, D.L.; Omori, M.; Fuller-Tyszkiewicz, M.; Guillaume, S.; Chabrol, H. The impact of the COVID-19 pandemic on eating disorder risk and symptoms. Int. J. Eat. Disord. 2020, 53, 1166–1170. [Google Scholar] [CrossRef]
- Griffiths, S.; Murray, S.B.; Touyz, S. Drive for muscularity and muscularity-oriented disordered eating in men: The role of set shifting difficulties and weak central coherence. Body Image 2017, 21, 51–56. [Google Scholar]
- Nagata, J.M.; Magid, H.S.A.; Palar, K.; Murray, S.B. Prevalence and correlates of muscularity-oriented disordered eating behaviors among U.S. adolescent boys and young adult men. Eat. Behav. 2022, 44, 101590. [Google Scholar]
- Voelker, D.K.; Reel, J.J.; Greenleaf, C. Weight status and body image perceptions in adolescents: Current perspectives. Adolescent Health Med. Ther. 2015, 6, 149–158. [Google Scholar]
- Kim, M.Y.; Kim, E.S.; Ahn, H. The impact of inclusive fashion advertising with models of diverse body sizes on female consumers: The mediating role of brand warmth. J. Fash. Mark. Manag. 2021, 25, 659–676. [Google Scholar]
- McLaughlin, J. Are All Body Sizes Beautiful? A Content Analysis of Plus-Size Models in Advertising; Bryant University: Smithfield, RI, USA, 2023. [Google Scholar]
- Tylka, T.L. Refining the eating disorder continuum: The role of positive body image and intuitive eating. Eat. Disord. 2011, 19, 3–15. [Google Scholar]
- Stice, E.; Schupak-Neuberg, E.; Shaw, H.; Stein, R. Relation of media, peer, and family factors to the development of early adolescent eating pathology. J. Abnorm. Psychol. 1994, 103, 836–840. [Google Scholar] [CrossRef]
- Alleva, J.M.; Tylka, T.L. Body functionality: A review of the literature. Body Image 2021, 36, 149–171. [Google Scholar] [CrossRef]
- Rodgers, R.F.; McLean, S.A.; Paxton, S.J. A systematic review of psychosocial correlates of disordered eating in adolescent boys and girls. Eur. Eat. Disord. Rev. 2021, 29, 278–292. [Google Scholar]
- Smith, L.; Smith, J.; Brown, K. Exploring sex differences in adolescent health outcomes: Physical and psychological domains. J. Youth Adolesc. 2020, 49, 67–78. [Google Scholar]
- González, M.; Smith, L.; López, M. Sex differences in adolescent health: A study of physical and psychological well-being. J. Adolesc. Health 2021, 68, 345–352. [Google Scholar]
- Biddle, S.J.H.; Asare, M. Physical activity and mental health in children and adolescents: A review of reviews. Br. J. Sports Med. 2011, 45, 886–895. [Google Scholar] [CrossRef] [PubMed]
- Mulvihill, C.; Rivers, C. Social support and adolescent mental health: The role of family and peers. Child Adolesc. Soc. Work J. 2021, 38, 251–263. [Google Scholar]
- Gülseven, Z.; Vandell, D.; Zarrett, N.; Simpkins, S. Staying on the moral path: Role of childhood cooperation and self-control in protecting adolescents from moral disengagement. In Proceedings of the Biennial Meeting of the Society for Research on Adolescence, San Diego, CA, 19–21 March 2020. [Google Scholar]
- Xie, X.; Zhang, Y.; Chen, T.; Maitusong, P.; Lian, X. Association of body perception and dietary weight management behaviours among children and adolescents aged 6–17 years in China: Cross-sectional study using CHNS (2015). BMC Public Health 2022, 22, 175. [Google Scholar] [CrossRef]
- Quick, V.; Larson, N.; Eisenberg, M.E.; Hannan, P.; Neumark-Sztainer, D. Self-weighing behaviors in young adults: Tipping the scale towards unhealthy eating behaviors? J. Adolesc. Health 2013, 52, 539–544. [Google Scholar] [CrossRef]
- Pont, S.J.; Puhl, R.; Cook, S.R.; Slusser, W. Stigma experienced by children and adolescents with obesity. Pediatrics 2017, 140, e20173034. [Google Scholar] [CrossRef] [PubMed]

| Screen Time in Hours | Social Network | Electronic Gaming | Tik Tok/YouTube | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Boys (%) | Girls (%) | Total (%) | Boys (%) | Girls (%) | Total (%) | Boys (%) | Girls (%) | Total (%) | |
| 0 h | 3 (7.7%) | 2 (4.9%) | 5 (6.3%) | 4 (10.3%) | 24 (58.5%) | 28 (35.0%) | 2 (5.1%) | 3 (7.3%) | 5 (6.3%) | 
| 1 h | 5 (12.8%) | 8 (19.5%) | 13 (16.3%) | 9 (23.1%) | 12 (29.3%) | 21 (26.3%) | 14 (35.9%) | 12 (29.3%) | 26 (32.5%) | 
| 1 to 3 h | 24 (61.5%) | 21 (51.2%) | 45 (56.3%) | 17 (43.6%) | 2 (4.9%) | 19 (23.8%) | 15 (38.5%) | 19 (46.3%) | 34 (42.5%) | 
| More than 3 h | 7 (17.9%) | 10 (24.4%) | 17 (21.3%) | 9 (23.1%) | 3 (7.3%) | 12 (15.0%) | 8 (20.5%) | 7 (17.1%) | 15 (18.8%) | 
| p-value | 0.673 | 0.001 ** | 0.842 | ||||||
| Body Image Variables | Body Image Dissatisfaction | I Think I… | I Would Like of… | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Boys (%) | Girls (%) | Total (%) | Boys (%) | Girls (%) | Total (%) | Boys (%) | Girls (%) | Total (%) | |
| Want to gain weight | 9 (23.1%) | 3 (7.3%) | 12 (15.0%) | - | - | - | - | - | - | 
| Satisfied | 14 (35.9%) | 26 (63.4%) | 40 (50.0%) | - | - | - | - | - | - | 
| Want to lose weight | 16 (41.0%) | 12 (29.3%) | 28 (35.0%) | - | - | - | - | - | - | 
| Skinny | - | - | - | 13 (33.3%) | 17 (41.5%) | 30 (37.5%) | - | - | - | 
| Neither fat nor thin | - | - | - | 19 (48.7%) | 19 (46.3%) | 38 (47.5%) | - | - | - | 
| Fat | - | - | - | 7 (17.9%) | 5 (12.2%) | 12 (15.0%) | - | - | - | 
| Lose weight | - | - | - | - | - | - | 16 (41.0%) | 20 (48.8%) | 36 (45.0%) | 
| Gain weight | - | - | - | - | - | - | 8 (20.5%) | 5 (12.2%) | 13 (16.3%) | 
| Maintain weight | - | - | - | - | - | - | 15 (38.5%) | 16 (39.0%) | 31 (38.8%) | 
| p-value | 0.042 * | 0.670 | 0.570 | ||||||
| Quality of Life Variables | Boys | Girls | Total | t | p | 
|---|---|---|---|---|---|
| Mean ± SD | Mean ± SD | Mean ± SD | |||
| Physical well-being | 67.9 ± 9.5 | 62.4 ± 8.8 | 65.1 ± 9.5 | −2.67 | 0.001 ** | 
| Psychological well-being | 61.2 ± 85.8 | 60.1 ± 4.4 | 60.7 ± 5.1 | −0.94 | 0.352 | 
| Autonomy and relationship with parents | 83.2 ± 11.0 | 80.5 ± 15.1 | 82.8 ± 13.4 | −1.58 | 0.123 | 
| Social support and peer group | 87.0 ± 12.1 | 82.8 ± 16.9 | 84.9 ± 14.8 | −1.28 | 0.206 | 
| School environment and learning | 75.7 ± 13.0 | 73.3 ± 11.8 | 74.4 ± 12.4 | −0.85 | 0.407 | 
| Quality of Life Variables | Total | European Data | p Value | 
|---|---|---|---|
| Physical well-being | 65.1 | 70.7 | 0.001 * | 
| Psychological well-being | 60.7 | 76.9 | 0.001 * | 
| Autonomy and relationship with parents | 82.8 | 74.1 | 0.001 * | 
| Social support and peer group | 84.9 | 76.9 | 0.001 * | 
| School environment and learning | 74.4 | 74.1 | 0.80 | 
| Physical Well-Being | Healthy Zone | Unhealthy Zone | 
|---|---|---|
| Mean ± SD | Mean ± SD | |
| Boys | 60.5 ± 4.5 | 58.36 ± 3.2 | 
| p-value | 0.65 | |
| Girls | 63.8 ± 8.7 | 55.71 ± 6.7 | 
| p-value | 0.03 * | |
| Total | 65.8 ± 9.07 | 62.5 ± 10.8 | 
| p-value | 0.19 | |
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Silva, J.; Serpa, J.; Santos, V.; Vieira, F.; Casanova, N.; Willig, R.; Flôres, F.; Marconcin, P. Associations Between Body Image Satisfaction, Body Mass Index, Quality of Life, and Screen Time in Portuguese Students. Healthcare 2025, 13, 2761. https://doi.org/10.3390/healthcare13212761
Silva J, Serpa J, Santos V, Vieira F, Casanova N, Willig R, Flôres F, Marconcin P. Associations Between Body Image Satisfaction, Body Mass Index, Quality of Life, and Screen Time in Portuguese Students. Healthcare. 2025; 13(21):2761. https://doi.org/10.3390/healthcare13212761
Chicago/Turabian StyleSilva, Jéssica, Joana Serpa, Vanessa Santos, Fernando Vieira, Nuno Casanova, Renata Willig, Fábio Flôres, and Priscila Marconcin. 2025. "Associations Between Body Image Satisfaction, Body Mass Index, Quality of Life, and Screen Time in Portuguese Students" Healthcare 13, no. 21: 2761. https://doi.org/10.3390/healthcare13212761
APA StyleSilva, J., Serpa, J., Santos, V., Vieira, F., Casanova, N., Willig, R., Flôres, F., & Marconcin, P. (2025). Associations Between Body Image Satisfaction, Body Mass Index, Quality of Life, and Screen Time in Portuguese Students. Healthcare, 13(21), 2761. https://doi.org/10.3390/healthcare13212761
 
        



 
       