{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T09:46:09Z","timestamp":1774691169263,"version":"3.50.1"},"reference-count":78,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2023,2,14]],"date-time":"2023-02-14T00:00:00Z","timestamp":1676332800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Federal Institute of Education Science and Technology of Cear\u00e1, Limoeiro do Norte campus","award":["UIDB\/00167\/2020"],"award-info":[{"award-number":["UIDB\/00167\/2020"]}]},{"name":"Federal Institute of Education Science and Technology of Cear\u00e1, Limoeiro do Norte campus","award":["UIDP\/00167\/2020"],"award-info":[{"award-number":["UIDP\/00167\/2020"]}]},{"name":"Portuguese Government, through the Foundation for Science and Technology, IP (FCT), under the multi-year funding awarded to CIIE","award":["UIDB\/00167\/2020"],"award-info":[{"award-number":["UIDB\/00167\/2020"]}]},{"name":"Portuguese Government, through the Foundation for Science and Technology, IP (FCT), under the multi-year funding awarded to CIIE","award":["UIDP\/00167\/2020"],"award-info":[{"award-number":["UIDP\/00167\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Societies"],"abstract":"<jats:p>The use of Instagram and content from digital influencers to gain information and adopt behaviors related to health and well-being may be associated with sociodemographic variables. Few studies have been conducted in different contexts regarding the use of Instagram to obtain information about health and well-being and its relationship with sociodemographic variables. A descriptive cross-sectional study was performed with a convenience sample of the population of students attending a degree course in physical education, in the northeast region of Brazil, to assess the prevalence of Instagram use as a resource for the adoption of behaviors related to health and well-being, as well as to understand the associations between use profiles and sociodemographic variables. An online validated questionnaire was completed by 162 students from March to June 2021. Descriptive statistics and analysis of artificial networks were used. Results indicate the profile of using Instagram to obtain information about health and well-being is impacted by sociodemographic variables such as gender, age, monthly income, and the semester the student is attending. Specifically, although men adopt health and well-being behaviors more frequently, the relationship between variables such as age and monthly income and the variables of the Instagram use profile is stronger among women. However, the adoption of behaviors and the belief in their contribution to self-care establish a strong relationship among both genders. It is concluded that sociodemographic variables can contribute to a better understanding of the use of Instagram to adopt behaviors related to health and well-being.<\/jats:p>","DOI":"10.3390\/soc13020045","type":"journal-article","created":{"date-parts":[[2023,2,15]],"date-time":"2023-02-15T03:09:21Z","timestamp":1676430561000},"page":"45","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Use of Instagram as a Resource for the Adoption of Behaviors Related to Health and Well-Being of Young College Students: Associations between Use Profile and Sociodemographic Variables\u2014A Cross-Sectional Study"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3667-4299","authenticated-orcid":false,"given":"Kaline","family":"Pessoa","sequence":"first","affiliation":[{"name":"School of Human and Social Sciences, University of Tr\u00e1s-os-Montes and Alto Douro (UTAD), 5000-801 Vila Real, Portugal"},{"name":"Federal Institute of Education, Science and Technology of Cear\u00e1, Limoeiro do Norte 62930-000, CE, Brazil"}]},{"given":"C\u00edcero Luciano","family":"Alves Costa","sequence":"additional","affiliation":[{"name":"Federal Institute of Education, Science and Technology of Cear\u00e1, Limoeiro do Norte 62930-000, CE, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7196-4179","authenticated-orcid":false,"given":"Ana Cl\u00e1udia","family":"Coelho","sequence":"additional","affiliation":[{"name":"Associate Laboratory for Animal and Veterinary Sciences (AL4AnimalS), Animal and Veterinary Research Center (CECAV), University of Tr\u00e1s-os-Montes and Alto Douro (UTAD), 5000-801 Vila Real, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1227-3121","authenticated-orcid":false,"given":"Ana","family":"Bastos","sequence":"additional","affiliation":[{"name":"School of Human and Social Sciences, University of Tr\u00e1s-os-Montes and Alto Douro (UTAD), 5000-801 Vila Real, Portugal"},{"name":"Centre for Research and Intervention in Education (CIIE), Faculty of Psychology and Education Sciences, University of Porto, 4099-002 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6020-5767","authenticated-orcid":false,"given":"Isilda","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"School of Human and Social Sciences, University of Tr\u00e1s-os-Montes and Alto Douro (UTAD), 5000-801 Vila Real, Portugal"},{"name":"Centre for Research and Intervention in Education (CIIE), Faculty of Psychology and Education Sciences, University of Porto, 4099-002 Porto, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2023,2,14]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"e19697","DOI":"10.2196\/19697","article-title":"Adolescent Peer Influence on Eating Behaviors via Social Media: Scoping Review","volume":"23","author":"Chung","year":"2021","journal-title":"J. Med. Internet Res."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Gorea, M. (2021). Becoming Your \u201cAuthentic\u201d Self: How Social Media Influences Youth\u2019s Visual Transitions. Soc. Media Soc., 7.","DOI":"10.1177\/20563051211047875"},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Wielki, J. (2020). Analysis of the Role of Digital Influencers and Their Impact on the Functioning of the Contemporary On-Line Promotional System and Its Sustainable Development. Sustainability, 12.","DOI":"10.3390\/su12177138"},{"key":"ref_4","first-page":"133","article-title":"Online Engagement and the Role of Digital Influencers in Product Endorsement on Instagram","volume":"19","author":"Silva","year":"2019","journal-title":"J. Relatsh. Mark."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"102169","DOI":"10.1016\/j.ijinfomgt.2020.102169","article-title":"Understanding followers\u2019 stickiness to digital influencers: The effect of psychological responses","volume":"54","author":"Hu","year":"2020","journal-title":"Int. J. Inf. Manag."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1016\/j.ijinfomgt.2019.07.009","article-title":"The role of digital influencers in brand recommendation: Examining their impact on engagement, expected value and purchase intention","volume":"49","year":"2019","journal-title":"Int. J. Inf. Manag."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1016\/j.bushor.2018.01.010","article-title":"Using online opinion leaders to promote the hedonic and utilitarian value of products and services","volume":"61","author":"Lin","year":"2018","journal-title":"Bus. Horiz."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1111\/caim.12365","article-title":"To what extent are digital influencers creative?","volume":"29","author":"Sette","year":"2020","journal-title":"Creat. Innov. Manag."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.chb.2016.11.009","article-title":"Exploring the credibility of online celebrities\u2019 Instagram profiles in influencing the purchase decisions of young female users","volume":"68","author":"Djafarova","year":"2017","journal-title":"Comput. Hum. Behav."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1093\/femsle\/fnz205","article-title":"Cell-fies: Sharing microbiology with global audiences through Instagram","volume":"366","author":"Hines","year":"2019","journal-title":"FEMS Microbiol. Lett."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.bodyim.2015.06.003","article-title":"Exercise to be fit, not skinny: The effect of fitspiration imagery on women\u2019s body image","volume":"15","author":"Tiggemann","year":"2015","journal-title":"Body Image"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"1054","DOI":"10.1186\/s12889-019-7387-8","article-title":"Selling health and happiness how influencers communicate on Instagram about dieting and exercise: Mixed methods research","volume":"19","author":"Pilgrim","year":"2019","journal-title":"BMC Public Health"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1080\/13573322.2019.1613975","article-title":"Postfeminist biopedagogies of Instagram: Young women learning about bodies, health and fitness","volume":"24","author":"MacIsaac","year":"2019","journal-title":"Sport Educ. Soc."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1080\/13573322.2017.1423464","article-title":"Young people and their engagement with health-related social media: New perspectives","volume":"24","author":"Goodyear","year":"2018","journal-title":"Sport Educ. Soc."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1089\/tmj.2017.0136","article-title":"Gender similarities and differences for e-Health behaviors among US adults","volume":"24","author":"Escoffery","year":"2018","journal-title":"Telemed. e-Health"},{"key":"ref_16","first-page":"189","article-title":"Parents\u2019 use of information accessed through social media to make immunisation decisions for their young children","volume":"32","author":"Horpe","year":"2020","journal-title":"Health Promot. J. Austral."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1080\/17453054.2017.1384995","article-title":"Photosharing social media for eHealth: Analysing perceived message effectiveness of genderual health information on Instagram","volume":"40","author":"Willoughby","year":"2017","journal-title":"J. Vis. Commun. Med."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"2499","DOI":"10.2147\/PPA.S184369","article-title":"Preferences and interests of diabetes social media users regarding a health-promotion intervention","volume":"12","author":"Gabarron","year":"2018","journal-title":"Patient Prefer. Adherence"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"109887","DOI":"10.1016\/j.jclinane.2020.109887","article-title":"The role of Instagram in public health education in COVID-19 in Iran","volume":"65","author":"Dabbagh","year":"2020","journal-title":"J. Clin. Anesth."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"670","DOI":"10.5993\/AJHB.41.6.1","article-title":"Effectiveness of social media-based interventions on weight-related behaviors and body weight status: Review and meta-analysis","volume":"41","author":"An","year":"2017","journal-title":"Am. J. Health Behav."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12966-021-01138-3","article-title":"The effect of social media interventions on physical activity and dietary behaviours in young people and adults: A systematic review","volume":"18","author":"Goodyear","year":"2021","journal-title":"Int. J. Behav. Nutr. Phys. Act."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1094","DOI":"10.1007\/s10900-018-0526-9","article-title":"Health information seeking behavior among college students","volume":"43","author":"Basch","year":"2018","journal-title":"J. Community Health"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.18677\/EnciBio_2018B99","article-title":"Instagram & sa\u00fade: An\u00e1lise e classifica\u00e7\u00e3o dos posts mais relevantes sobre obesidade","volume":"15","author":"Vicente","year":"2018","journal-title":"Enciclop\u00c9Dia Biosf."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"863","DOI":"10.1590\/s1517-97022015041612","article-title":"Sobre o conceito de redes sociais e seus pesquisadores","volume":"41","author":"Vermelho","year":"2015","journal-title":"Educ. Pesqui."},{"key":"ref_25","unstructured":"Melo, A.S.L., dos Santos, A.A., da Silva Braga, A.G., and da Silva, C.P. (2019, January 26\u201327). Utiliza\u00e7\u00e3o das m\u00eddias sociais para educa\u00e7\u00e3o em sa\u00fade pela LAPFITO: Do Instagram a oficinas de sa\u00fade e a intera\u00e7\u00e3o entre academia e comunidade. Proceedings of the Semin\u00e1rio Tecnologias Aplicadas a Educa\u00e7\u00e3o e Sa\u00fade, Salvador, Brasil."},{"key":"ref_26","first-page":"375","article-title":"Blogueiros fitness no Instagram: o corpo e o merchandising editorial de suplementos alimentares","volume":"12","author":"Stolarski","year":"2018","journal-title":"Rev. Eletr\u00f4nica Comun. Inf. Inova\u00e7\u00e3o Sa\u00daDe"},{"key":"ref_27","first-page":"4","article-title":"Caracter\u00edsticas e percep\u00e7\u00e3o de apoio social por pacientes com fibromialgia no Facebook","volume":"1","author":"Moretti","year":"2018","journal-title":"BrJP"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1590\/0103-1104201811708","article-title":"Redes sociais de usu\u00e1rios portadores de tuberculose: A influ\u00eancia das rela\u00e7\u00f5es no enfrentamento da doen\u00e7a","volume":"42","author":"Azevedo","year":"2018","journal-title":"Sa\u00fade Debate"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1177\/0044118X20919589","article-title":"Association between social networks and subjective well-being in adolescents: A systematic review","volume":"53","author":"Webster","year":"2021","journal-title":"Youth Soc."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Hanley, S.M., Watt, S.E., and Coventry, W. (2019). Taking a break: The effect of taking a vacation from Facebook and Instagram on subjective well-being. PLoS ONE, 14.","DOI":"10.1371\/journal.pone.0217743"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"1233","DOI":"10.1177\/1359105319871656","article-title":"Perceptions of fitspiration activity on Instagram: Patterns of use, response, and preferences among fitstagrammers and followers","volume":"26","author":"DiBisceglie","year":"2021","journal-title":"J. Health Psychol."},{"key":"ref_32","first-page":"35","article-title":"Marketing to youth in the digital age: The promotion of unhealthy products and health promoting behaviours on social media","volume":"4","author":"Dunlop","year":"2016","journal-title":"M\u00e9dia Commun."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Masciantonio, A., Bourguignon, D., Bouchat, P., Balty, M., and Rime, B. (2021). Don\u2019t put all social network sites in one basket: Facebook, Instagram, Twitter, TikTok, and their relations with well-being duringthe COVID-19 pandemic. PLoS ONE, 16.","DOI":"10.1371\/journal.pone.0248384"},{"key":"ref_34","first-page":"53","article-title":"Usage of Internet by University Students of Hispanic Countries: Analysis Aimed at Digital Literacy Processes in Higher Education","volume":"10","year":"2021","journal-title":"Eur. J. Contemp. Educ."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"110293","DOI":"10.1016\/j.pnpbp.2021.110293","article-title":"The impact of COVID-19 lockdown on social network sites use, body image disturbances and self-esteem among adolescent and young women","volume":"110","year":"2021","journal-title":"Prog. Neuro-Psychopharmacol. Biol. Psychiatry"},{"key":"ref_36","unstructured":"World Health Organization (1986). The Ottawa Charter for Health Promotion, WHO."},{"key":"ref_37","unstructured":"Loureiro, M.I.G., and Miranda, N. (2023, January 08). Promover a Sa\u00fade-Dos Fundamentos \u00e0 Ac\u00e7\u00e3o. Available online: https:\/\/books.google.co.jp\/books?id=GkGHDwAAQBAJ&pg=PT553&lpg=PT553&dq=Promover+a+Sa%C3%BAde-Dos+Fundamentos+%C3%A0+Ac%C3%A7%C3%A3o,+2nd+ed++2016&source=bl&ots=zEWGZXMyyn&sig=ACfU3U11hzcRc6Ph_X7-Vgtn7wNDb3RU2g&hl=en&sa=X&ved=2ahUKEwiSicnA_pP9AhWjUN4KHc6ACtMQ6AF6BAguEAM."},{"key":"ref_38","first-page":"48","article-title":"O pent\u00e1culo do bem-estar-base conceitual para avalia\u00e7\u00e3o do estilo de vida de indiv\u00edduos ou grupos","volume":"5","author":"Nahas","year":"2000","journal-title":"Rev. Bras. Ativ. F\u00edsica Sa\u00fade"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.chb.2015.12.059","article-title":"Instagram: Motives for its use and relationship to narcissism and contextual age","volume":"58","author":"Sheldon","year":"2016","journal-title":"Comput. Hum. Behav."},{"key":"ref_40","first-page":"290604","article-title":"H\u00e1bitos y actitudes de los j\u00f3venes ante las redes sociales: Influencia del gendero, edad y clase social","volume":"29","year":"2020","journal-title":"Prof. Inf."},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Straub, J., Spradling, M., and Fedor, B. (2022). Assessment of Factors Impacting the Perception of Online Content Trustworthiness by Age, Education and Gender. Societies, 12.","DOI":"10.3390\/soc12020061"},{"key":"ref_42","first-page":"27","article-title":"Use of Social Media Platforms among Adults in the United States","volume":"10","author":"Hruska","year":"2020","journal-title":"Behav. Soc. Media. Soc."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"e03686","DOI":"10.1016\/j.heliyon.2020.e03686","article-title":"Identifying factors that influence students performance through social networking sites: An exploratory case study","volume":"6","author":"Alaslani","year":"2020","journal-title":"Heliyon"},{"key":"ref_44","first-page":"290528","article-title":"Redes sociales y consumo digital en j\u00f3venes universitarios: Economia de la atenci\u00f3n y oligopolios de la comunicaci\u00f3n en el siglo XXI","volume":"29","year":"2020","journal-title":"Prof. Inf."},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Lozano Blasco, R., Latorre Cosculluela, C., and Qu\u00edlez Robres, A. (2020). Social network addiction and its impact on anxiety level among university students. Sustainability, 12.","DOI":"10.3390\/su12135397"},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Higueras-Rodr\u00edguez, L., Medina-Garc\u00eda, M., and Pegalajar-Palomino, M. (2020). Use of Twitter as an Educational Resource. Analysis of Concepts of Active and Trainee Teachers. Educ. Sci., 10.","DOI":"10.3390\/educsci10080200"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s41239-021-00240-7","article-title":"Understanding students\u2019 behaviorz in online social networks: A systematic literature review","volume":"18","author":"Masrom","year":"2021","journal-title":"Int. J. Educ. Technol. High. Educ."},{"key":"ref_48","first-page":"289","article-title":"Sample size estimation in epidemiologic studies","volume":"2","year":"2011","journal-title":"Casp. J. Inter. Med."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"e00155820","DOI":"10.1590\/0102-311x00155820","article-title":"Websurveys nos tempos de COVID-19","volume":"36","year":"2020","journal-title":"Cad. Sa\u00fade P\u00fablica"},{"key":"ref_50","unstructured":"Sampieri, R., Collado, C., and Lucio, M. (2013). Metodologia de Pesquisa, AMGH. [5th ed.]."},{"key":"ref_51","unstructured":"Lakatos, E.M., and Marconi, M. (1992). Metodologia do Trabalho Cient\u00edfico, Atlas. [4th ed.]."},{"key":"ref_52","unstructured":"Severiano, A.J. (2000). Metodologia do Trabalho Cientifico, Cortez. [21st ed.]."},{"key":"ref_53","unstructured":"Nogueira, R. (2002). Elabora\u00e7\u00e3o e an\u00c1lise de Question\u00e1rios: Uma Revis\u00e3o da Literatura b\u00e1Sica e a Aplica\u00e7\u00e3o dos Conceitos a um Caso Real, UFRJ\/COPPEAD."},{"key":"ref_54","unstructured":"Brazil. Minist\u00e9rio da Sa\u00fade (2018). Secretaria de Vigil\u00e2ncia em Sa\u00fade. Secretaria de Aten\u00e7\u00e3o \u00e0 Sa\u00fade, Pol\u00edtica Nacional de Promo\u00e7\u00e3o da Sa\u00fade: PNPS: Anexo I da Portaria de Consolida\u00e7\u00e3o n\u00ba 2, de 28 de Setembro de 2017, que Consolida as Normas Sobre as pol\u00edTicas Nacionais de sa\u00faDe do SUS\/Minist\u00e9rio da Sa\u00fade, Secretaria de Vigil\u00e2ncia em Sa\u00fade, Secretaria de Aten\u00e7\u00e3o \u00e0 Sa\u00fade."},{"key":"ref_55","unstructured":"Naidoo, J., and Wills, J. (2009). Foundations for Health Promotion, Bailli\u00e8re Tindall Elsevier. [3rd ed.]."},{"key":"ref_56","first-page":"46","article-title":"Influenciadores digitais: Conceitos e pr\u00e1ticas em discuss\u00e3o","volume":"17","author":"Karhawi","year":"2017","journal-title":"Rev. Commun."},{"key":"ref_57","unstructured":"Bogdan, R., and Biklen, S. (1994). Investiga\u00e7\u00e3o Qualitativa em Educa\u00e7\u00e3o: Uma Introdu\u00e7\u00e3o \u00e0 Teoria e aos m\u00c9todos, Portoeditora."},{"key":"ref_58","unstructured":"Richardson, R.J. (2012). Pesquisa Social: M\u00e9todos e T\u00e9cnicas, Atlas. 14th Reimprint."},{"key":"ref_59","unstructured":"Coutinho, C.P. (2023, January 08). Metodologia de Investiga\u00e7\u00e3o em Ci\u00eancias Sociais e Humanas: Teoria e Pr\u00e1tica. Available online: https:\/\/www.almedina.net\/metodologia-de-investiga-o-em-ci-ncias-sociais-e-humanas-teoria-e-pr-tica-1563799552.html."},{"key":"ref_60","unstructured":"Fox, D. (1987). El Proceso de Investigaci\u00f3n en Educaci\u00f3n, EUNSA."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1088\/2632-072X\/ab9a24","article-title":"Perspective on Complexity and Networks Science","volume":"1","author":"Caldarelli","year":"2020","journal-title":"J. Phys. Complex."},{"key":"ref_62","unstructured":"Lewin, W. (1994). Complexidade: A Vida no Limite do Caos, Rocco. [1st ed.]."},{"key":"ref_63","unstructured":"Bertalanffy, L.V. (1977). Teoria Geral dos Sistemas, Vozes."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"1225","DOI":"10.1016\/S0895-4356(96)00002-9","article-title":"Advantages and Disadvantages of Using Artificial Neural Networks versus Logistic Regression for Predicting Medical Outcomes","volume":"49","author":"Tu","year":"1996","journal-title":"Clin. Epidemid."},{"key":"ref_65","doi-asserted-by":"crossref","unstructured":"Vieira, N.B., Bandeira, P.F.R., Delmondes, G., Bertoldi, R., Cunha, G., da Silva, S.N., and Zaia, V. (2021). Association Between Weight Gain, Psychological, Sociodemographic Factors, and Physical Activity in Bariatric Patients: A Network Perspective. Preprints, 2021020134.","DOI":"10.21203\/rs.3.rs-515748\/v1"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/j.socnet.2010.03.006","article-title":"Node centrality in weighted networks: Generalizing degree and shortest paths","volume":"32","author":"Opsahl","year":"2020","journal-title":"Soc. Netw."},{"key":"ref_67","first-page":"1","article-title":"M\u00e9tricas de centralidade em redes sociais","volume":"9","author":"Laranjeira","year":"2014","journal-title":"Rev. Ci\u00eancias Comput."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"43","DOI":"10.5327\/Z2447-212320201900073","article-title":"An\u00e1lise de redes: Uma abordagem de estat\u00edstica multivariada para pesquisas em ci\u00eancias da sa\u00fade","volume":"14","author":"Leme","year":"2020","journal-title":"Geriatr. Gerontol. Aging"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1177\/2167696818782309","article-title":"Use of multiple social media platforms in relation to psychological functioning in emerging adults","volume":"7","author":"Vannucci","year":"2019","journal-title":"Emerg. Adulthood"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"799690","DOI":"10.3389\/fspor.2022.799690","article-title":"The Impact of a Swimming Training Season on Anthropometrics, Maturation, and Kinematics in 12-Year-Old and Under Age-Group Swimmers: A Network Analysis","volume":"4","author":"Fiori","year":"2022","journal-title":"Front. Sport. Act Living"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1080\/1369118X.2014.889189","article-title":"Dimensions of Internet use: Amount, variety, and types","volume":"17","author":"Blank","year":"2014","journal-title":"Inf. Commun. Soc."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"1311","DOI":"10.1177\/1461444818821064","article-title":"Malefitspo: Links between viewing fitspiration posts, muscular-ideal internalisation, appearance comparisons, body satisfaction, and exercise motivation in men","volume":"21","author":"Fatt","year":"2019","journal-title":"New Media Soc."},{"key":"ref_73","first-page":"1","article-title":"Defining generations: Where Millennials end and Generation Z begins","volume":"17","author":"Dimock","year":"2019","journal-title":"Pew Res. Cent."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"2703","DOI":"10.1177\/1461444815604154","article-title":"Modeling the second-level digital divide: A five-country study of social differences in Internet use","volume":"18","author":"Just","year":"2016","journal-title":"New Media Soc."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1016\/j.ijchp.2020.06.005","article-title":"The dark side of Instagram: Predictor model of dysmorphic concerns","volume":"20","year":"2020","journal-title":"Int. J. Clin. Health Psychol."},{"key":"ref_76","first-page":"21","article-title":"What social media sites do college students use most","volume":"2","author":"Cleary","year":"2016","journal-title":"J. Undergrad. Ethn. Minor. Psychol."},{"key":"ref_77","first-page":"88","article-title":"Redes sociais, mulheres e corpo: Um estudo da linguagem fitness na rede social Instagram","volume":"14","author":"Jacob","year":"2014","journal-title":"Rev. Commun."},{"key":"ref_78","doi-asserted-by":"crossref","unstructured":"Horan, T. (2021). Commercial Limits to Personality: Instagram Influencers and Commoditized Content Receptivity. Societies, 11.","DOI":"10.3390\/soc11030077"}],"container-title":["Societies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2075-4698\/13\/2\/45\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T18:34:48Z","timestamp":1760121288000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2075-4698\/13\/2\/45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,14]]},"references-count":78,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2023,2]]}},"alternative-id":["soc13020045"],"URL":"https:\/\/doi.org\/10.3390\/soc13020045","relation":{},"ISSN":["2075-4698"],"issn-type":[{"value":"2075-4698","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,2,14]]}}}