Healthy Food on Instagram Social Network: Vegan, Homemade and Clean Eating

. 2021 Jun 09 ; 13 (6) : . [epub] 20210609

Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid34207910

Grantová podpora
2020B0004 Provozně Ekonomická Fakulta, Česká Zemědělská Univerzita v Praze

Social media platforms have become part of many people's lives. Users are spending more and more time on these platforms, creating an active and passive digital footprint through their interaction. This footprint has high research potential in many research areas because understanding people's communication on social media is essential in understanding their values, attitudes, experiences and behaviors. Researchers found that the use of social networking sites impacts adolescents' eating behavior. If we define adolescents as individuals between ages 10 and 24 (WHO's definition), 76% of USA young people at age 18-⁠24 use Instagram, so the Instagram social network analysis is important for understanding young people's expressions in the context of healthy food. This study aims to identify the main topic associated with healthy food on the Instagram social network via hashtag and community analysis based on 2,045,653 messages created by 427,936 individual users. The results show that users most associate Healthy food with healthy lifestyle, fitness, weight loss and diet. In terms of food, these are foods that are Vegan, Homemade, Clean and Plant-based. Given that young people change their behavior in relation to people's behavior on social networks, it is possible to use this data to predict their future association with healthy food characteristics.

Zobrazit více v PubMed

O’Day E.B., Heimberg R.G. Social Media Use, Social Anxiety, and Loneliness: A Systematic Review. Comput. Hum. Behav. Rep. 2021;3:100070. doi: 10.1016/j.chbr.2021.100070. DOI

Shafi R.M.A., Nakonezny P.A., Miller K.A., Desai J., Almorsy A.G., Ligezka A.N., Morath B.A., Romanowicz M., Croarkin P.E. Altered Markers of Stress in Depressed Adolescents after Acute Social Media Use. J. Psychiatr. Res. 2021;136:149–156. doi: 10.1016/j.jpsychires.2021.01.055. PubMed DOI PMC

Serenko A., Turel O., Bohonis H. The Impact of Social Networking Sites Use on Health-Related Outcomes among UK Adolescents. Comput. Hum. Behav. Rep. 2021;3:100058. doi: 10.1016/j.chbr.2021.100058. DOI

Tankovska H. Daily Social Media Time among Teens and Young Adults Worldwide 2017. [(accessed on 1 April 2021)]; Available online: https://www.statista.com/statistics/800821/average-daily-time-spent-social-media-teens-young-adults/

Longobardi C., Settanni M., Fabris M.A., Marengo D. Follow or Be Followed: Exploring the Links between Instagram Popularity, Social Media Addiction, Cyber Victimization, and Subjective Happiness in Italian Adolescents. Child. Youth Serv. Rev. 2020;113:104955. doi: 10.1016/j.childyouth.2020.104955. DOI

Cho M., Furey L.D., Mohr T. Communicating Corporate Social Responsibility on Social Media. Bus. Prof. Commun. Q. 2017;80:52–69. doi: 10.1177/2329490616663708. DOI

Pilař L., Kvasničková Stanislavská L., Poláková J., Rojík S., Kvasnička R., Gresham G. Customer Experience with Organic Food: Global View. Emir. J. Food Agric. 2018;30 doi: 10.9755/ejfa.2018.v30.i11.1856. DOI

Pilař L., Kvasničková Stanislavská L., Kvasnička R. Healthy Food on the Twitter Social Network: Vegan, Homemade, and Organic Food. Int. J. Environ. Res. Public Health. 2021;18:3815. doi: 10.3390/ijerph18073815. PubMed DOI PMC

Brambilla M., Javadian Sabet A., Hosseini M. The Role of Social Media in Long-Running Live Events: The Case of the Big Four Fashion Weeks Dataset. Data Brief. 2021;35:106840. doi: 10.1016/j.dib.2021.106840. PubMed DOI PMC

Mardon R., Molesworth M., Grigore G. YouTube Beauty Gurus and the Emotional Labour of Tribal Entrepreneurship. J. Bus. Res. 2018;92:443–454. doi: 10.1016/j.jbusres.2018.04.017. DOI

Jaini P.A., Hsu J., Manjunath P., Haliburton J.R. 39.5 General psychiatry residents’ attitudes toward discussing social media’s influence on mental health with adolescent and young adult patients. J. Am. Acad. Child Adolesc. Psychiatry. 2020;59:S220. doi: 10.1016/j.jaac.2020.08.309. DOI

Keles B., McCrae N., Grealish A. A Systematic Review: The Influence of Social Media on Depression, Anxiety and Psychological Distress in Adolescents. Int. J. Adolesc. Youth. 2020;25:79–93. doi: 10.1080/02673843.2019.1590851. DOI

Berryman C., Ferguson C.J., Negy C. Social Media Use and Mental Health among Young Adults. Psychiatr. Q. 2018;89:307–314. doi: 10.1007/s11126-017-9535-6. PubMed DOI

Ivie E.J., Pettitt A., Moses L.J., Allen N.B. A Meta-Analysis of the Association between Adolescent Social Media Use and Depressive Symptoms. J. Affect. Disord. 2020;275:165–174. doi: 10.1016/j.jad.2020.06.014. PubMed DOI

Moreno M.A., Standiford M., Cody P. Social Media and Adolescent Health. Curr. Pediatr. Rep. 2018;6:132–138. doi: 10.1007/s40124-018-0165-8. DOI

Egan K.G., Moreno M.A. Alcohol References on Undergraduate Males’ Facebook Profiles. Am. J. Mens Health. 2011;5:413–420. doi: 10.1177/1557988310394341. PubMed DOI PMC

Romo D.L., Garnett C., Younger A.P., Soren K., Stockwell M.S., Catallozzi M., Neu N. Understanding Adolescent Social Media Use: Association With Sexual Risk and Parental Monitoring Factors That Can Influence Protection. J. Adolesc. Health. 2016;58:S16–S17. doi: 10.1016/j.jadohealth.2015.10.048. PubMed DOI

Shafi R.M.A., Romanowicz M., Croarkin P.E. #SwitchedOn: A Call for Assessing Social Media Use of Adolescents. Lancet Psychiatry. 2018;5:e27. doi: 10.1016/S2215-0366(18)30350-X. PubMed DOI

Blundell K.-L., Forwood S. Using a Social Media App, Instagram, to Affect What Undergraduate University Students Choose to Eat. Appetite. 2021;157:104887. doi: 10.1016/j.appet.2020.104887. DOI

Lassen A.D., Lehmann C., Andersen E.W., Werther M.N., Thorsen A.V., Trolle E., Gross G., Tetens I. Gender Differences in Purchase Intentions and Reasons for Meal Selection among Fast Food Customers—Opportunities for Healthier and More Sustainable Fast Food. Food Qual. Prefer. 2016;47:123–129. doi: 10.1016/j.foodqual.2015.06.011. DOI

Carrillo E., Varela P., Salvador A., Fiszman S. MAIN FACTORS UNDERLYING CONSUMERS’ FOOD CHOICE: A FIRST STEP FOR THE UNDERSTANDING OF ATTITUDES TOWARD “HEALTHY EATING.”. J. Sens. Stud. 2011;26:85–95. doi: 10.1111/j.1745-459X.2010.00325.x. DOI

Auxier B., Anderson M. Social Media Use in 2021. [(accessed on 1 April 2021)]; Available online: https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/

Vidal L., Ares G., Machín L., Jaeger S.R. Using Twitter Data for Food-Related Consumer Research: A Case Study on “What People Say When Tweeting about Different Eating Situations”. Food Qual. Prefer. 2015;45:58–69. doi: 10.1016/j.foodqual.2015.05.006. DOI

Pilař L., Poláková J., Gresham G., Rojík S., Tichá I. Why people use hashtags when visiting farmers´ markets; Proceedings of the Agrarian Perspectives XXVI: Competitiveness of European Agriculture and Food Sectors; Prague, Czech Republic. 13–15 September 2017.

Zhang K., Geng Y., Zhao J., Liu J., Li W. Sentiment Analysis of Social Media via Multimodal Feature Fusion. Symmetry. 2020;12:2010. doi: 10.3390/sym12122010. DOI

Childers C.C., Lemon L.L., Hoy M.G. #Sponsored #Ad: Agency Perspective on Influencer Marketing Campaigns. J. Curr. Issues Res. Advert. 2019;40:258–274. doi: 10.1080/10641734.2018.1521113. DOI

De Veirman M., Cauberghe V., Hudders L. Marketing through Instagram Influencers: The Impact of Number of Followers and Product Divergence on Brand Attitude. Int. J. Advert. 2017;36:798–828. doi: 10.1080/02650487.2017.1348035. DOI

Pilař L., Balcarová T., Rojík S., Tichá I., Poláková J. Customer Experience with Farmers’ Markets: What Hashtags Can Reveal. Int. Food Agribus. Manag. Rev. 2018;21:755–770. doi: 10.22434/IFAMR2017.0039. DOI

Walsh M.J., Baker S.A. Clean Eating and Instagram: Purity, Defilement, and the Idealization of Food. Food Cult. Soc. 2020;23:570–588. doi: 10.1080/15528014.2020.1806636. DOI

Amato G., Bolettieri P., Monteiro de Lira V., Muntean C.I., Perego R., Renso C. Social Media Image Recognition for Food Trend Analysis; Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval; Tokyo, Japan. 7–11 August 2017; New York, NY, USA: ACM; 2017. pp. 1333–1336.

Hudders L., De Jans S., De Veirman M. The Commercialization of Social Media Stars: A Literature Review and Conceptual Framework on the Strategic Use of Social Media Influencers. Int. J. Advert. 2020:1–49. doi: 10.1080/02650487.2020.1836925. DOI

De Jans S., Spielvogel I., Naderer B., Hudders L. Digital Food Marketing to Children: How an Influencer’s Lifestyle Can Stimulate Healthy Food Choices among Children. Appetite. 2021;162:105182. doi: 10.1016/j.appet.2021.105182. PubMed DOI

Coates A.E., Hardman C.A., Halford J.C.G., Christiansen P., Boyland E.J. “It’s Just Addictive People That Make Addictive Videos”: Children’s Understanding of and Attitudes towards Influencer Marketing of Food and Beverages by YouTube Video Bloggers. Int. J. Environ. Res. Public Health. 2020;17:449. doi: 10.3390/ijerph17020449. PubMed DOI PMC

Goodman M.K., Jaworska S. Mapping Digital Foodscapes: Digital Food Influencers and the Grammars of Good Food. Geoforum. 2020;117:183–193. doi: 10.1016/j.geoforum.2020.09.020. DOI

Marks R.J., De Foe A., Collett J. The Pursuit of Wellness: Social Media, Body Image and Eating Disorders. Child. Youth Serv. Rev. 2020;119:105659. doi: 10.1016/j.childyouth.2020.105659. DOI

Byrne E., Kearney J., MacEvilly C. The Role of Influencer Marketing and Social Influencers in Public Health. Proc. Nutr. Soc. 2017;76:E103. doi: 10.1017/S0029665117001768. DOI

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. doi: 10.1007/s11199-014-0384-6. DOI

Vaterlaus J.M., Patten E.V., Roche C., Young J.A. #Gettinghealthy: The Perceived Influence of Social Media on Young Adult Health Behaviors. Comput. Hum. Behav. 2015;45:151–157. doi: 10.1016/j.chb.2014.12.013. DOI

Nelson A.M., Fleming R. Gender Differences in Diet and Social Media: An Explorative Study. Appetite. 2019;142:104383. doi: 10.1016/j.appet.2019.104383. PubMed DOI

Hawks J.R., Madanat H., Walsh-Buhi E.R., Hartman S., Nara A., Strong D., Anderson C. Narrative Review of Social Media as a Research Tool for Diet and Weight Loss. Comput. Hum. Behav. 2020;111:106426. doi: 10.1016/j.chb.2020.106426. DOI

Kelly Y., Zilanawala A., Booker C., Sacker A. Social Media Use and Adolescent Mental Health: Findings From the UK Millennium Cohort Study. EClinicalMedicine. 2018;6:59–68. doi: 10.1016/j.eclinm.2018.12.005. PubMed DOI PMC

Argo T., Lowery L. The Effects of Social Media on Adolescent Health and Well-Being. J. Adolesc. Health. 2017;60:S75–S76. doi: 10.1016/j.jadohealth.2016.10.331. DOI

Barry C.T., Sidoti C.L., Briggs S.M., Reiter S.R., Lindsey R.A. Adolescent Social Media Use and Mental Health from Adolescent and Parent Perspectives. J. Adolesc. 2017;61:1–11. doi: 10.1016/j.adolescence.2017.08.005. PubMed DOI

Nereim C.D., Bickham D.S., Rich M.O. 234. Social Media and Adolescent Mental Health: Who You Are and What You Do Matter. J. Adolesc. Health. 2020;66:S118–S119. doi: 10.1016/j.jadohealth.2019.11.237. DOI

Barthorpe A., Winstone L., Mars B., Moran P. Is Social Media Screen Time Really Associated with Poor Adolescent Mental Health? A Time Use Diary Study. J. Affect. Disord. 2020;274:864–870. doi: 10.1016/j.jad.2020.05.106. PubMed DOI

Woods H.C., Scott H. #Sleepyteens: Social Media Use in Adolescence Is Associated with Poor Sleep Quality, Anxiety, Depression and Low Self-Esteem. J. Adolesc. 2016;51:41–49. doi: 10.1016/j.adolescence.2016.05.008. PubMed DOI

McCrae N., Gettings S., Purssell E. Social Media and Depressive Symptoms in Childhood and Adolescence: A Systematic Review. Adolesc. Res. Rev. 2017;2:315–330. doi: 10.1007/s40894-017-0053-4. DOI

Hoare E., Milton K., Foster C., Allender S. The Associations between Sedentary Behaviour and Mental Health among Adolescents: A Systematic Review. Int. J. Behav. Nutr. Phys. Act. 2016;13:108. doi: 10.1186/s12966-016-0432-4. PubMed DOI PMC

Raudsepp L., Kais K. Longitudinal Associations between Problematic Social Media Use and Depressive Symptoms in Adolescent Girls. Prev. Med. Rep. 2019;15:100925. doi: 10.1016/j.pmedr.2019.100925. PubMed DOI PMC

Khan A., Uddin R., Islam S.M.S. Social Media Use Is Associated with Sleep Duration and Disturbance among Adolescents in Bangladesh. Health Policy Technol. 2019;8:313–315. doi: 10.1016/j.hlpt.2019.05.012. DOI

Burnette C.B., Kwitowski M.A., Mazzeo S.E. “I Don’t Need People to Tell Me I’m Pretty on Social Media:” A Qualitative Study of Social Media and Body Image in Early Adolescent Girls. Body Image. 2017;23:114–125. doi: 10.1016/j.bodyim.2017.09.001. PubMed DOI

Jarman H.K., Marques M.D., McLean S.A., Slater A., Paxton S.J. Social Media, Body Satisfaction and Well-Being among Adolescents: A Mediation Model of Appearance-Ideal Internalization and Comparison. Body Image. 2021;36:139–148. doi: 10.1016/j.bodyim.2020.11.005. PubMed DOI

Beeres D.T., Andersson F., Vossen H.G.M., Galanti M.R. Social Media and Mental Health Among Early Adolescents in Sweden: A Longitudinal Study With 2-Year Follow-Up (KUPOL Study) J. Adolesc. Health. 2020;68 doi: 10.1016/j.jadohealth.2020.07.042. PubMed DOI

Kreski N., Platt J., Rutherford C., Olfson M., Odgers C., Schulenberg J., Keyes K.M. Social Media Use and Depressive Symptoms Among United States Adolescents. J. Adolesc. Health. 2021;68:572–579. doi: 10.1016/j.jadohealth.2020.07.006. PubMed DOI PMC

Merrill R.A., Liang X. Associations between Adolescent Media Use, Mental Health, and Risky Sexual Behaviors. Child. Youth Serv. Rev. 2019;103:1–9. doi: 10.1016/j.childyouth.2019.05.022. DOI

Weinstein E., Kleiman E.M., Franz P.J., Joyce V.W., Nash C.C., Buonopane R.J., Nock M.K. Positive and Negative Uses of Social Media among Adolescents Hospitalized for Suicidal Behavior. J. Adolesc. 2021;87:63–73. doi: 10.1016/j.adolescence.2020.12.003. PubMed DOI

Kaplan A.M., Haenlein M. Users of the World, Unite! The Challenges and Opportunities of Social Media. Bus. Horiz. 2010;53:59–68. doi: 10.1016/j.bushor.2009.09.003. DOI

Gruzd A., Staves K., Wilk A. Connected Scholars: Examining the Role of Social Media in Research Practices of Faculty Using the UTAUT Model. Comput. Hum. Behav. 2012;28:2340–2350. doi: 10.1016/j.chb.2012.07.004. DOI

Correa T., Hinsley A.W., de Zúñiga H.G. Who Interacts on the Web?: The Intersection of Users’ Personality and Social Media Use. Comput. Hum. Behav. 2010;26:247–253. doi: 10.1016/j.chb.2009.09.003. DOI

Otieno D.O., Matoke V.B. Social Media as Tool for Conducting Academic Research. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 2014;4:962–967.

Tran V.T., Hue Do H. An Impact of Social Media and Online Travel Information Search in Vietnam. J. Tour. Res. Hosp. 2016;5 doi: 10.4172/2324-8807.1000153. DOI

Sloan L., Quan-Haase A. The SAGE Handbook of Social Media Research Methods. SAGE Publications Ltd.; London, UK: 2016.

Barnes J.A. Class and Committees in a Norwegian Island Parish. Hum. Relat. 1954;7:39–58. doi: 10.1177/001872675400700102. DOI

Tichy N.M., Tushman M.L., Fombrun C. Social Network Analysis For Organizations. Acad. Manag. Rev. 1979;4:507–519. doi: 10.5465/amr.1979.4498309. DOI

Coiera E. Social Networks, Social Media, and Social Diseases. BMJ. 2013;346:f3007. doi: 10.1136/bmj.f3007. PubMed DOI

Serrat O. Knowledge Solutions. Springer; Singapore: 2017. Social Network Analysis; pp. 39–43.

Hansen D.L., Shneiderman B., Smith M.A., Himelboim I. Analyzing Social Media Networks with NodeXL. Elsevier; Amsterdam, The Netherlands: 2020. Introduction to social media and social networks; pp. 3–10.

Zeng D., Chen H., Lusch R., Li S.-H. Social Media Analytics and Intelligence. IEEE Intell. Syst. 2010;25:13–16. doi: 10.1109/MIS.2010.151. DOI

Stieglitz S., Dang-Xuan L., Bruns A., Neuberger C. Social Media Analytics. Wirtschaftsinformatik. 2014;56:101–109. doi: 10.1007/s11576-014-0407-5. DOI

Callau A.À., Albert M.Y.P., Rota J.J., Giné D.S. Landscape Characterization Using Photographs from Crowdsourced Platforms: Content Analysis of Social Media Photographs. Open Geosci. 2019;11:558–571. doi: 10.1515/geo-2019-0046. DOI

Richards D.R., Friess D.A. A Rapid Indicator of Cultural Ecosystem Service Usage at a Fine Spatial Scale: Content Analysis of Social Media Photographs. Ecol. Indic. 2015;53:187–195. doi: 10.1016/j.ecolind.2015.01.034. DOI

Xiao Y., Huang Q., Wu K. Understanding Social Media Data for Disaster Management. Nat. Hazards. 2015;79:1663–1679. doi: 10.1007/s11069-015-1918-0. DOI

Zhang Z., He Q., Gao J., Ni M. A Deep Learning Approach for Detecting Traffic Accidents from Social Media Data. Transp. Res. Part C Emerg. Technol. 2018;86:580–596. doi: 10.1016/j.trc.2017.11.027. DOI

Yusof N.F.A., Lin C., He Y. Encyclopedia of Social Network Analysis and Mining. Springer; New York, NY, USA: 2018. Sentiment Analysis in Social Media; pp. 2386–2399.

Nemes L., Kiss A. Social Media Sentiment Analysis Based on COVID-19. J. Inf. Telecommun. 2021;5:1–15. doi: 10.1080/24751839.2020.1790793. DOI

Kang Y., Wang Y., Zhang D., Zhou L. The Public’s Opinions on a New School Meals Policy for Childhood Obesity Prevention in the U.S.: A Social Media Analytics Approach. Int. J. Med. Inform. 2017;103:83–88. doi: 10.1016/j.ijmedinf.2017.04.013. PubMed DOI

Qiu J., Lin Z., Shuai Q. Investigating the Opinions Distribution in the Controversy on Social Media. Inf. Sci. 2019;489:274–288. doi: 10.1016/j.ins.2019.03.041. DOI

Vaughan L. Encyclopedia of Social Measurement. Elsevier; Amsterdam, The Netherlands: 2005. Web Hyperlink Analysis; pp. 949–954.

Pallavicini F., Cipresso P., Mantovani F. Sentiment Analysis in Social Networks. Elsevier; Amsterdam, The Netherlands: 2017. Beyond Sentiment; pp. 13–29.

Perez C., Germon R. Automating Open Source Intelligence. Elsevier; Amsterdam, The Netherlands: 2016. Graph Creation and Analysis for Linking Actors: Application to Social Data; pp. 103–129.

Himelboim I. The International Encyclopedia of Communication Research Methods. Wiley; Hoboken, NJ, USA: 2017. Social Network Analysis (Social Media) pp. 1–15.

Hansen D.L., Shneiderman B., Smith M.A., Himelboim I. Analyzing Social Media Networks with NodeXL. Elsevier; Amsterdam, The Netherlands: 2020. Calculating and visualizing network metrics; pp. 79–94.

Pilař L., Kvasničková Stanislavská L., Kvasnička R., Bouda P., Pitrová J. Framework for Social Media Analysis Based on Hashtag Research. Appl. Sci. 2021;11:3697. doi: 10.3390/app11083697. DOI

Chang H.-C., Iyer H. Trends in Twitter Hashtag Applications: Design Features for Value-Added Dimensions to Future Library Catalogues. Libr. Trends. 2012;61:248–258. doi: 10.1353/lib.2012.0024. DOI

Pilař L., Kvasničková Stanislavská L., Pitrová J., Krejčí I., Tichá I., Chalupová M. Twitter Analysis of Global Communication in the Field of Sustainability. Sustainability. 2019;11:6958. doi: 10.3390/su11246958. DOI

Kvasničková Stanislavská L., Pilař L., Margarisová K., Kvasnička R. Corporate Social Responsibility and Social Media: Comparison between Developing and Developed Countries. Sustainability. 2020;12:5255. doi: 10.3390/su12135255. DOI

Pilar L., Moulis P., Pitrová J., Bouda P., Gresham G., Balcarová T., Rojík S. Education and Business as a Key Topics at the Instagram Posts in the Area of Gamification. J. Effic. Responsib. Educ. Sci. 2019;12:26–33. doi: 10.7160/eriesj.2019.120103. DOI

Bastian M., Heymann S., Jacomy M. Gephi: An Open Source Software for Exploring and Manipulating Networks; Proceedings of the International AAAI Conference on Weblogs and Social Media; Menlo Park, CA, USA. 17–20 May 2009.

Mittal R., Bhatia M.P.S. Discovering Bottlenecks Entities in Multi-Layer Social Networks. J. Discret. Math. Sci. Cryptogr. 2019;22:241–252. doi: 10.1080/09720529.2019.1582870. DOI

McCurdie T., Sanderson P., Aitken L.M. Applying Social Network Analysis to the Examination of Interruptions in Healthcare. Appl. Ergon. 2018;67:50–60. doi: 10.1016/j.apergo.2017.08.014. PubMed DOI

Newman M.E.J., Girvan M. Finding and Evaluating Community Structure in Networks. Phys. Rev. E. 2004;69:026113. doi: 10.1103/PhysRevE.69.026113. PubMed DOI

Knoke D., Yang S. Social Network Analysis. Volume 154. SAGE Publications; Thousand Oaks, CA, USA: 2008.

Blondel V.D., Guillaume J.-L., Lambiotte R., Lefebvre E. Fast Unfolding of Communities in Large Networks. J. Stat. Mech. Theory Exp. 2008;2008:P10008. doi: 10.1088/1742-5468/2008/10/P10008. DOI

Smith A., Shneiderman B., Himelboim I. Mapping Twitter Topic Networks: From Polarized Crowds to Community Clusters. [(accessed on 1 April 2021)]; Available online: http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Jacomy M., Venturini T., Heymann S., Bastian M. ForceAtlas2, a Continuous Graph Layout Algorithm for Handy Network Visualization Designed for the Gephi Software. PLoS ONE. 2014;9:e98679. doi: 10.1371/journal.pone.0098679. PubMed DOI PMC

Wahl D.R., Villinger K., König L.M., Ziesemer K., Schupp H.T., Renner B. Healthy Food Choices Are Happy Food Choices: Evidence from a Real Life Sample Using Smartphone Based Assessments. Sci. Rep. 2017;7:17069. doi: 10.1038/s41598-017-17262-9. PubMed DOI PMC

Lea E., Worsley A. Influences on Meat Consumption in Australia. Appetite. 2001;36:127–136. doi: 10.1006/appe.2000.0386. PubMed DOI

Rosenfeld D.L., Burrow A.L. The Unified Model of Vegetarian Identity: A Conceptual Framework for Understanding Plant-Based Food Choices. Appetite. 2017;112:78–95. doi: 10.1016/j.appet.2017.01.017. PubMed DOI

Bresnahan M., Zhuang J., Zhu X. Why Is the Vegan Line in the Dining Hall Always the Shortest? Understanding Vegan Stigma. Stigma Health. 2016;1:3–15. doi: 10.1037/sah0000011. DOI

Cole M., Morgan K. Vegaphobia: Derogatory Discourses of Veganism and the Reproduction of Speciesism in UK National Newspapers1. Br. J. Sociol. 2011;62:134–153. doi: 10.1111/j.1468-4446.2010.01348.x. PubMed DOI

Wright L. The Vegan Studies Project: Food, Animals, and Gender in the Age of Terror. University of Georgia Press; Athens, GA, USA: 2015.

Markowski K.L., Roxburgh S. “If I Became a Vegan, My Family and Friends Would Hate Me:” Anticipating Vegan Stigma as a Barrier to Plant-Based Diets. Appetite. 2019;135:1–9. doi: 10.1016/j.appet.2018.12.040. PubMed DOI

Saari U.A., Herstatt C., Tiwari R., Dedehayir O., Mäkinen S.J. The Vegan Trend and the Microfoundations of Institutional Change: A Commentary on Food Producers’ Sustainable Innovation Journeys in Europe. Trends Food Sci. Technol. 2021;107:161–167. doi: 10.1016/j.tifs.2020.10.003. DOI

Harrington S., Collis C., Dedehayir O. Alternative Food Politics: From Margins to Mainstream. Taylor & Francis Group; Milton, UK: Abingdon, UK: 2019. It’s Not (Just) about the f-Ckin’animals: How Veganism Is Changing, and Why That Matters; pp. 135–150.

Banis D. Everything Is Ready To Make 2019 The “Year Of The Vegan”. Are you? [(accessed on 1 April 2021)]; Available online: https://www.forbes.com/sites/davidebanis/2018/12/31/everything-is-ready-to-make-2019-the-year-of-the-vegan-are-you/?sh=4e56148e57df.

Couch S.C., Glanz K., Zhou C., Sallis J.F., Saelens B.E. Home Food Environment in Relation to Children’s Diet Quality and Weight Status. J. Acad. Nutr. Diet. 2014;114:1569–1579.e1. doi: 10.1016/j.jand.2014.05.015. PubMed DOI PMC

Smith A. Clean Eating’s Surprising Normalisation: The Case of Nigella Lawson. Discourse Context Media. 2020;35:100376. doi: 10.1016/j.dcm.2020.100376. DOI

Allen M., Dickinson K., Prichard I. The Dirt on Clean Eating: A Cross Sectional Analysis of Dietary Intake, Restrained Eating and Opinions about Clean Eating among Women. Nutrients. 2018;10:1266. doi: 10.3390/nu10091266. PubMed DOI PMC

Ambwani S., Sellinger G., Rose K.L., Richmond T.K., Sonneville K.R. “It’s Healthy Because It’s Natural.” Perceptions of “Clean” Eating among U.S. Adolescents and Emerging Adults. Nutrients. 2020;12:1708. doi: 10.3390/nu12061708. PubMed DOI PMC

Ramage S., Farmer A., Eccles K.A., McCargar L. Healthy Strategies for Successful Weight Loss and Weight Maintenance: A Systematic Review. Appl. Physiol. Nutr. Metab. 2014;39:1–20. doi: 10.1139/apnm-2013-0026. PubMed DOI

Cava E., Yeat N.C., Mittendorfer B. Preserving Healthy Muscle during Weight Loss. Adv. Nutr. 2017;8:511–519. doi: 10.3945/an.116.014506. PubMed DOI PMC

Finucane M.M., Stevens G.A., Cowan M.J., Danaei G., Lin J.K., Paciorek C.J., Singh G.M., Gutierrez H.R., Lu Y., Bahalim A.N., et al. National, Regional, and Global Trends in Body-Mass Index since 1980: Systematic Analysis of Health Examination Surveys and Epidemiological Studies with 960 Country-Years and 9·1 Million Participants. Lancet. 2011;377:557–567. doi: 10.1016/S0140-6736(10)62037-5. PubMed DOI PMC

Revels S., Kumar S.A.P., Ben-Assuli O. Predicting Obesity Rate and Obesity-Related Healthcare Costs Using Data Analytics. Health Policy Technol. 2017;6:198–207. doi: 10.1016/j.hlpt.2017.02.002. DOI

Frank A.P., de Souza Santos R., Palmer B.F., Clegg D.J. Determinants of Body Fat Distribution in Humans May Provide Insight about Obesity-Related Health Risks. J. Lipid Res. 2019;60:1710–1719. doi: 10.1194/jlr.R086975. PubMed DOI PMC

Formica V., Morelli C., Riondino S., Renzi N., Nitti D., Di Daniele N., Roselli M., Tesauro M. Obesity and Common Pathways of Cancer and Cardiovascular Disease. Endocr. Metab. Sci. 2020;1:100065. doi: 10.1016/j.endmts.2020.100065. DOI

Le Brocq S., Clare K., Bryant M., Roberts K., Tahrani A. Obesity and COVID-19: A Call for Action from People Living with Obesity. Lancet Diabetes Endocrinol. 2020;8:652–654. doi: 10.1016/S2213-8587(20)30236-9. PubMed DOI PMC

Lee H., Choi E.-K., Lee S.-H., Han K.-D., Rhee T.-M., Park C.-S., Lee S.-R., Choe W.-S., Lim W.-H., Kang S.-H., et al. Atrial Fibrillation Risk in Metabolically Healthy Obesity: A Nationwide Population-Based Study. Int. J. Cardiol. 2017;240:221–227. doi: 10.1016/j.ijcard.2017.03.103. PubMed DOI

Tiggemann M., Slater A. NetTweens: The Internet and Body Image Concerns in Preteenage Girls. J. Early Adolesc. 2014;34:606–620. doi: 10.1177/0272431613501083. DOI

Meier E.P., Gray J. Facebook Photo Activity Associated with Body Image Disturbance in Adolescent Girls. Cyberpsychol. Behav. Soc. Netw. 2014;17:199–206. doi: 10.1089/cyber.2013.0305. PubMed DOI

Sidani J.E., Shensa A., Hoffman B., Hanmer J., Primack B.A. The Association between Social Media Use and Eating Concerns among US Young Adults. J. Acad. Nutr. Diet. 2016;116:1465–1472. doi: 10.1016/j.jand.2016.03.021. PubMed DOI PMC

Saul J.S., Rodgers R.F. Adolescent Eating Disorder Risk and the Online World. Child Adolesc. Psychiatr. Clin. N. Am. 2018;27:221–228. doi: 10.1016/j.chc.2017.11.011. PubMed DOI

Arseniev-Koehler A., Lee H., McCormick T., Moreno M.A. #Proana: Pro-Eating Disorder Socialization on Twitter. J. Adolesc. Health. 2016;58:659–664. doi: 10.1016/j.jadohealth.2016.02.012. PubMed DOI

Muralidhara S., Paul M.J. #Healthy Selfies: Exploration of Health Topics on Instagram. JMIR Public Health Surveill. 2018;4:e10150. doi: 10.2196/10150. PubMed DOI PMC

Cavazza N., Graziani A.R., Guidetti M. Impression Formation via #foodporn: Effects of Posting Gender-Stereotyped Food Pictures on Instagram Profiles. Appetite. 2020;147:104565. doi: 10.1016/j.appet.2019.104565. PubMed DOI

Ventura V., Cavaliere A., Iannò B. #Socialfood: Virtuous or Vicious? A Systematic Review. Trends Food Sci. Technol. 2021;110:674–686. doi: 10.1016/j.tifs.2021.02.018. DOI

Mejova Y., Haddadi H., Noulas A., Weber I. #FoodPorn; Proceedings of the 5th International Conference on Digital Health 2015—DH ’15; Florence, Italy. 18–20 May 2015; pp. 51–58.

Mejova Y., Abbar S., Haddadi H. Fetishizing Food in Digital Age: #food Porn around the World; Proceedings of the 10th International AAAI Conference on Web and Social Media (ICWSM 2016); Cologne, Germany. 17–20 May 2016.

Hessel J., Chenhao T., Lee L. Science, AskScience and BadScience: On the Coexistence of Highly Related Communities; Proceedings of the 10th International AAAI Conference on Web and Social Media; Cologne, Germany. 17–20 May 2016.

Coates A.E., Hardman C.A., Halford J.C.G., Christiansen P., Boyland E.J. Social Media Influencer Marketing and Children’s Food Intake: A Randomized Trial. Pediatrics. 2019;143:e20182554. doi: 10.1542/peds.2018-2554. PubMed DOI

Littlejohns T.J., Chong A.Y., Allen N.E., Arnold M., Bradbury K.E., Mentzer A.J., Soilleux E.J., Carter J.L. Genetic, Lifestyle, and Health-Related Characteristics of Adults without Celiac Disease Who Follow a Gluten-Free Diet: A Population-Based Study of 124,447 Participants. Am. J. Clin. Nutr. 2021;113:622–629. doi: 10.1093/ajcn/nqaa291. PubMed DOI PMC

Silvester J.A., Weiten D., Graff L.A., Walker J.R., Duerksen D.R. Living Gluten-Free: Adherence, Knowledge, Lifestyle Adaptations and Feelings towards a Gluten-Free Diet. J. Hum. Nutr. Diet. 2016;29:374–382. doi: 10.1111/jhn.12316. PubMed DOI

Niland B., Cash B.D. Health Benefits and Adverse Effects of a Gluten-Free Diet in Non-Celiac Disease Patients. Gastroenterol. Hepatol. 2018;14:82–91. PubMed PMC

Parra-Fernández M.L., Manzaneque-Cañadillas M., Onieva-Zafra M.D., Fernández-Martínez E., Fernández-Muñoz J.J., Prado-Laguna M.D.C., Brytek-Matera A. Pathological Preoccupation with Healthy Eating (Orthorexia Nervosa) in a Spanish Sample with Vegetarian, Vegan, and Non-Vegetarian Dietary Patterns. Nutrients. 2020;12:3907. doi: 10.3390/nu12123907. PubMed DOI PMC

Strahler J. The Dark Side of Healthy Eating: Links between Orthorexic Eating and Mental Health. Nutrients. 2020;12:3662. doi: 10.3390/nu12123662. PubMed DOI PMC

Brytek-Matera A., Onieva-Zafra M.D., Parra-Fernández M.L., Staniszewska A., Modrzejewska J., Fernández-Martínez E. Evaluation of Orthorexia Nervosa and Symptomatology Associated with Eating Disorders among European University Students: A Multicentre Cross-Sectional Study. Nutrients. 2020;12:3716. doi: 10.3390/nu12123716. PubMed DOI PMC

Turner P.G., Lefevre C.E. Instagram Use Is Linked to Increased Symptoms of Orthorexia Nervosa. Eat. Weight Disord. 2017;22:277–284. doi: 10.1007/s40519-017-0364-2. PubMed DOI PMC

Bostock E.C.S., Kirkby K.C., Taylor B.V., Hawrelak J.A. Consumer Reports of “Keto Flu” Associated With the Ketogenic Diet. Front. Nutr. 2020;7 doi: 10.3389/fnut.2020.00020. PubMed DOI PMC

Caprio M., Infante M., Moriconi E., Armani A., Fabbri A., Mantovani G., Mariani S., Lubrano C., Poggiogalle E., Migliaccio S., et al. Very-Low-Calorie Ketogenic Diet (VLCKD) in the Management of Metabolic Diseases: Systematic Review and Consensus Statement from the Italian Society of Endocrinology (SIE) J. Endocrinol. Investig. 2019;42:1365–1386. doi: 10.1007/s40618-019-01061-2. PubMed DOI

Siegel B.I., Johnson M., Dawson T.E., Kurzen E., Holt P.J., Wolf D.S., Orenstein E.W. Reducing Prescribing Errors in Hospitalized Children on the Ketogenic Diet. Pediatr. Neurol. 2021;115:42–47. doi: 10.1016/j.pediatrneurol.2020.11.009. PubMed DOI

Pittman Q.J. A Gut Feeling about the Ketogenic Diet in Epilepsy. Epilepsy Res. 2020;166:106409. doi: 10.1016/j.eplepsyres.2020.106409. PubMed DOI

Mohorko N., Černelič-Bizjak M., Poklar-Vatovec T., Grom G., Kenig S., Petelin A., Jenko-Pražnikar Z. Weight Loss, Improved Physical Performance, Cognitive Function, Eating Behavior, and Metabolic Profile in a 12-Week Ketogenic Diet in Obese Adults. Nutr. Res. 2019;62:64–77. doi: 10.1016/j.nutres.2018.11.007. PubMed DOI

Xiong Y., Cho M., Boatwright B. Hashtag Activism and Message Frames among Social Movement Organizations: Semantic Network Analysis and Thematic Analysis of Twitter during the #MeToo Movement. Public Relat. Rev. 2019;45:10–23. doi: 10.1016/j.pubrev.2018.10.014. DOI

Giroux N.F. The Keto Diet and Long-Term Weight Loss: Is It a Safe Option? Inq. J. 2020;12:1.

Najít záznam

Citační ukazatele

Pouze přihlášení uživatelé

Možnosti archivace

Nahrávání dat ...