The Relationship between "Zero Waste" and Food: Insights from Social Media Trends
Status PubMed-not-MEDLINE Language English Country Switzerland Media electronic
Document type Journal Article
Grant support
2022B0009
IGA - Faculty of Economics and Management, Czech University of Life Sciences Prague
PubMed
37685212
PubMed Central
PMC10486687
DOI
10.3390/foods12173280
PII: foods12173280
Knihovny.cz E-resources
- Keywords
- Twitter, climate change, food, leftover, lifestyle, social media, zero waste,
- Publication type
- Journal Article MeSH
Zero waste (ZW), the concept of reducing waste production, is now becoming a lifestyle trend. Social media is strengthening this by popularizing the movement and connecting related communities. ZW and food are closely related, since food waste is a significant sustainability issue; however, the exact relationship between ZW and food communication on social networks is not clear. This study analyzed user communication on the social networking site Twitter between July 2008 and April 2023 to determine how members communicated and shared topics related to ZW and food; an analysis of hashtag frequency was also conducted. During the study period, a total of 50,650 tweets with both #zerowaste and #food hashtags were recorded, written by 21,271 unique users from all over the world. Topic analysis identified the nine related topics: ZW lifestyle, leftover recipes, ZW events, food rescue, climate change, packaging, ZW stores, composting, and ZW restaurants; visual analysis indicated that these topics were closely connected, suggesting common membership of these communities. Overall, our results provide insight into the ZW and food communities on Twitter, which may be useful for marketers, influencers, and government agencies to create targeted content and facilitate wider adoption of a ZW lifestyle.
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Mansour A. Shared Information Practices on Facebook. J. Doc. 2020;76:625–646. doi: 10.1108/JD-10-2018-0160. DOI
Atkinson L. Buying in to Social Change. Ann. Am. Acad. Pol. Soc. Sci. 2012;644:191–206. doi: 10.1177/0002716212448366. DOI
Cheung C.M.K., Liu I.L.B., Lee M.K.O. How Online Social Interactions Influence Customer Information Contribution Behavior in Online Social Shopping Communities: A Social Learning Theory Perspective. J. Assoc. Inf. Sci. Technol. 2015;66:2511–2521. doi: 10.1002/asi.23340. DOI
Lorenzen J.A. Going Green: The Process of Lifestyle Change. Sociol. Forum. 2012;27:94–116. doi: 10.1111/j.1573-7861.2011.01303.x. DOI
Ganczewski G., Jemielniak D. Twitter Is Garbage: A Thick Big Data Exploration of #zerowaste Hashtag on Twitter in Relation to Packaging and Food Packaging Materials. Packag. Technol. Sci. 2022;35:893–902. doi: 10.1002/pts.2685. DOI
Stanislavská L.P.L.K., Jana Poláková S.R.R.K., Gresham G. Customer Experience with Organic Food: Global View. Emir. J. Food Agric. 2018;30:918–926. doi: 10.9755/ejfa.2018.v30.i11.1856. DOI
Pilař L., Stanislavská L.K., Kvasnička R., Hartman R., Tichá I. Healthy Food on Instagram Social Network: Vegan, Homemade and Clean Eating. Nutrients. 2021;13:1991. doi: 10.3390/nu13061991. PubMed DOI PMC
Pilařová L., Kvasničková Stanislavská L., Pilař L., Balcarová T., Pitrová J. Cultured Meat on the Social Network Twitter: Clean, Future and Sustainable Meats. Foods. 2022;11:2695. doi: 10.3390/foods11172695. PubMed DOI PMC
Figueiredo F., Jorge A. Identifying Topic Relevant Hashtags in Twitter Streams. Inf. Sci. 2019;505:65–83. doi: 10.1016/j.ins.2019.07.062. DOI
Hootsuite Digital 2022 Report Finds Social Media Users Now Equivalent to 58 Percent of the World’s Total Population; Vancouver, 2022. [(accessed on 14 June 2023)]. Available online: https://financialpost.com/pmn/press-releases-pmn/business-wire-news-releases-pmn/digital-2022-report-finds-social-media-users-now-equivalent-to-58-percent-of-the-worlds-total-population.
Hannon J. Exploring and Illustrating the (Inter-)Disciplinarity of Waste and Zero Waste Management. Urban Sci. 2020;4:73. doi: 10.3390/urbansci4040073. DOI
Marciano C. Zero Waste. Gestione Dei Rifiuti e Trasformazioni Sociali. Cambio. Riv. Sulle Trasformazioni Soc. 2021;11:149–161. doi: 10.36253/cambio-10632. DOI
Lee R.P., Meyer B., Huang Q., Voss R. Sustainable Waste Management for Zero Waste Cities in China: Potential, Challenges and Opportunities. Clean Energy. 2020;4:169–201. doi: 10.1093/ce/zkaa013. DOI
General Office of the State Council of the People’s Republic of China the Pilot Work Plan for the Construction of ‘Zero-Waste Cities’. [(accessed on 4 July 2023)]; Available online: https://www.gov.cn/zhengce/content/2019-01/21/content_5359620.htm.
Mourad M., Cezard F., Joncoux S. Bien Manger sans Gaspiller: Simplicité Volontaire Dans Les Pratiques Alimentaires. Cah. De Nutr. Diététique. 2019;54:81–91. doi: 10.1016/j.cnd.2019.02.006. DOI
Costello C., McGarvey R., Birisci E. Achieving Sustainability beyond Zero Waste: A Case Study from a College Football Stadium. Sustainability. 2017;9:1236. doi: 10.3390/su9071236. DOI
Fiore M., Conte A., Conto F. Retailers towards zero-waste: A walkthrough survey in italy. Ital. J. Food Sci. 2016;28:92–98.
Aschemann-Witzel J., de Hooge I., Amani P., Bech-Larsen T., Oostindjer M. Consumer-Related Food Waste: Causes and Potential for Action. Sustainability. 2015;7:6457–6477. doi: 10.3390/su7066457. DOI
Oh J., Lee H. Exploring a Zero Food Waste System for Sustainable Residential Buildings in Urban Areas. Environ. Eng. Res. 2017;23:46–53. doi: 10.4491/eer.2017.009. DOI
Sharma P., Gaur V.K., Sirohi R., Varjani S., Hyoun Kim S., Wong J.W.C. Sustainable Processing of Food Waste for Production of Bio-Based Products for Circular Bioeconomy. Bioresour. Technol. 2021;325:124684. doi: 10.1016/j.biortech.2021.124684. PubMed DOI
Ma Y., Yin Y., Liu Y. A Holistic Approach for Food Waste Management towards Zero-Solid Disposal and Energy/Resource Recovery. Bioresour. Technol. 2017;228:56–61. doi: 10.1016/j.biortech.2016.12.090. PubMed DOI
Wheeler R. The Expansive Table: Food as Formative and Transformative. Liturgy. 2021;36:34–40. doi: 10.1080/0458063X.2021.1990664. DOI
Tan Y., Hai F., Popp J., Oláh J. Minimizing Waste in the Food Supply Chain: Role of Information System, Supply Chain Strategy, and Network Design. Sustainability. 2022;14:11515. doi: 10.3390/su141811515. DOI
Xue L., Liu G., Parfitt J., Liu X., Van Herpen E., Stenmarck Å., O’Connor C., Östergren K., Cheng S. Missing Food, Missing Data? A Critical Review of Global Food Losses and Food Waste Data. Environ. Sci. Technol. 2017;51:6618–6633. doi: 10.1021/acs.est.7b00401. PubMed DOI
Corrado S., Sala S. Food Waste Accounting along Global and European Food Supply Chains: State of the Art and Outlook. Waste Manag. 2018;79:120–131. doi: 10.1016/j.wasman.2018.07.032. PubMed DOI PMC
United Nations Environment Programme . Food Waste Index Report 2021. United Nations Environment Programme; Nairobi, Kenya: 2021.
Silvenius F., Grönman K., Katajajuuri J.-M., Soukka R., Koivupuro H.-K., Virtanen Y. The Role of Household Food Waste in Comparing Environmental Impacts of Packaging Alternatives. Packag. Technol. Sci. 2014;27:277–292. doi: 10.1002/pts.2032. 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
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
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
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
Torres-Barzabal L.M., Martínez-Gimeno A., Hermosilla-Rodríguez J.M. Twitter Social Network in University Teaching. Digital Innovation Strategy for Social Responsibility. Sustainability. 2020;12:3350. doi: 10.3390/su12083350. DOI
Ćurlin T., Jaković B., Miloloža I. Twitter Usage in Tourism: Literature Review. Bus. Syst. Res. J. 2019;10:102–119. doi: 10.2478/bsrj-2019-0008. DOI
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
Oksa R., Kaakinen M., Savela N., Ellonen N., Oksanen A. Professional Social Media Usage: Work Engagement Perspective. New Media Soc. 2021;23:2303–2326. doi: 10.1177/1461444820921938. PubMed DOI PMC
Brough M., Literat I., Ikin A. “Good Social Media?”: Underrepresented Youth Perspectives on the Ethical and Equitable Design of Social Media Platforms. Soc. Media Soc. 2020;6:205630512092848. doi: 10.1177/2056305120928488. DOI
Chodak G., Chawla Y., Dzidowski A., Ludwikowska K. The Effectiveness of Marketing Communication in Social Media; Proceedings of the 6th European Conference on Social Media; Brighton, UK. 13–14 June 2019; pp. 73–81.
Rapada M.Z., Yu D.E., Yu K.D. Do Social Media Posts Influence Consumption Behavior towards Plastic Pollution? Sustainability. 2021;13:12334. doi: 10.3390/su132212334. DOI
Aruta J.J.B.R. An Extension of the Theory of Planned Behaviour in Predicting Intention to Reduce Plastic Use in the Philippines: Cross-sectional and Experimental Evidence. Asian J. Soc. Psychol. 2022;25:406–420. doi: 10.1111/ajsp.12504. DOI
Zambrano-Monserrate M.A., Alejandra Ruano M. Do You Need a Bag? Analyzing the Consumption Behavior of Plastic Bags of Households in Ecuador. Resour. Conserv. Recycl. 2020;152:104489. doi: 10.1016/j.resconrec.2019.104489. DOI
Henderson L., Green C. Making Sense of Microplastics? Public Understandings of Plastic Pollution. Mar. Pollut. Bull. 2020;152:110908. doi: 10.1016/j.marpolbul.2020.110908. PubMed DOI
van der Werff E., Steg L., Keizer K. It Is a Moral Issue: The Relationship between Environmental Self-Identity, Obligation-Based Intrinsic Motivation and pro-Environmental Behaviour. Glob. Environ. Chang. 2013;23:1258–1265. doi: 10.1016/j.gloenvcha.2013.07.018. DOI
Winterich K.P., Aquino K., Mittal V., Swartz R. When Moral Identity Symbolization Motivates Prosocial Behavior: The Role of Recognition and Moral Identity Internalization. J. Appl. Psychol. 2013;98:759–770. doi: 10.1037/a0033177. PubMed DOI
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
Pedersen M. Master’s Thesis. Malmo University; Malmo, Sweden: 2017. The Zero-Waste Movement: A Case Study of Mundane Climate Change Activism in Denmark.
Capstick S. Public Understanding of Climate Change as a Social Dilemma. Sustainability. 2013;5:3484–3501. doi: 10.3390/su5083484. DOI
Whitmarsh L., Poortinga W., Capstick S. Behaviour Change to Address Climate Change. Curr. Opin. Psychol. 2021;42:76–81. doi: 10.1016/j.copsyc.2021.04.002. PubMed DOI
Bain P.G., Milfont T.L., Kashima Y., Bilewicz M., Doron G., Garðarsdóttir R.B., Gouveia V.V., Guan Y., Johansson L.-O., Pasquali C., et al. Co-Benefits of Addressing Climate Change Can Motivate Action around the World. Nat. Clim. Chang. 2016;6:154–157. doi: 10.1038/nclimate2814. DOI
Spiteri L. Zero-Waste Instagram Communities: A Thematic Analysis through the Lens of the Lifestyle Movement Framework. Can. J. Inf. Libr. Sci. 2021;43:245–268.
Öztaş S., Bektaş N. Climate Change, Natural Resources and Sustainable Environmental Management. Springer; Cham, Switzerland: 2022. Sustainable Municipal Solid Waste Management with Zero Waste Approach; pp. 306–312.
Graphext Tractor 4.0. [(accessed on 4 July 2023)]. Available online: https://www.graphext.com/tractor.
Pilar L., Polakova J., Gresham G., Rojik S., Ticha 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; pp. 287–292.
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
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
Seng B., Kaneko H., Hirayama K., Katayama-Hirayama K. Municipal Solid Waste Management in Phnom Penh, Capital City of Cambodia. Waste Manag. Res. J. A Sustain. Circ. Econ. 2011;29:491–500. doi: 10.1177/0734242X10380994. PubMed DOI
Sharholy M., Ahmad K., Vaishya R.C., Gupta R.D. Municipal Solid Waste Characteristics and Management in Allahabad, India. Waste Manag. 2007;27:490–496. doi: 10.1016/j.wasman.2006.03.001. PubMed DOI
Zhang S., Tan Q., Xu G., Li J. Unveiling Characteristics and Trend of Zero Waste Research: A Scientometric Perspective. Environ. Sci. Pollut. Res. 2022;29:44391–44403. doi: 10.1007/s11356-021-18048-3. PubMed DOI
OECD Plastic Pollution Is Growing Relentlessly as Waste Management and Recycling Fall Short, Says OECD. [(accessed on 4 July 2023)]. Available online: https://www.oecd.org/environment/plastic-pollution-is-growing-relentlessly-as-waste-management-and-recycling-fall-short.htm.
Gentil E.C., Gallo D., Christensen T.H. Environmental Evaluation of Municipal Waste Prevention. Waste Manag. 2011;31:2371–2379. doi: 10.1016/j.wasman.2011.07.030. PubMed DOI
Wen L., Lin C., Lee S. Review of Recycling Performance Indicators: A Study on Collection Rate in Taiwan. Waste Manag. 2009;29:2248–2256. doi: 10.1016/j.wasman.2009.03.022. PubMed DOI
Stave K.A. Zero Waste by 2030: A System Dynamics Simulation Tool for Stakeholder Involvement in Los Angeles’ Solid Waste Planning; Proceedings of the 26th International Conference of the System Dynamics Society System Dynamics Society; Athens, Greece. 20–24 July 2008; Littleton, MA, USA: System Dynamics Society; 2008. pp. 20–24.
Song Q., Li J., Zeng X. Minimizing the Increasing Solid Waste through Zero Waste Strategy. J. Clean Prod. 2015;104:199–210. doi: 10.1016/j.jclepro.2014.08.027. DOI
Sanguino R., Barroso A., Fernández-Rodríguez S., Sánchez-Hernández M.I. Current Trends in Economy, Sustainable Development, and Energy: A Circular Economy View. Environ. Sci. Pollut. Res. 2020;27:1–7. doi: 10.1007/s11356-019-07074-x. PubMed DOI
Ghisellini P., Cialani C., Ulgiati S. A Review on Circular Economy: The Expected Transition to a Balanced Interplay of Environmental and Economic Systems. J. Clean Prod. 2016;114:11–32. doi: 10.1016/j.jclepro.2015.09.007. DOI
Young W., Hwang K., McDonald S., Oates C.J. Sustainable Consumption: Green Consumer Behaviour When Purchasing Products. Sustain. Dev. 2009;18:20–31. doi: 10.1002/sd.394. DOI
Vozková K. Twitter Nově Umožní Svým Uživatelům Tematické Interakce v Rámci Komunit. [(accessed on 4 July 2023)]. Available online: https://www.focus-age.cz/m-journal/aktuality/twitter-nove-umozni-svym-uzivatelum-tematicke-interakce-v-ramci-komunit__s288x16201.html.
Zelenika I., Moreau T., Zhao J. Toward Zero Waste Events: Reducing Contamination in Waste Streams with Volunteer Assistance. Waste Manag. 2018;76:39–45. doi: 10.1016/j.wasman.2018.03.030. PubMed DOI
Reisch L.A., Sunstein C.R., Andor M.A., Doebbe F.C., Meier J., Haddaway N.R. Mitigating Climate Change via Food Consumption and Food Waste: A Systematic Map of Behavioral Interventions. J. Clean Prod. 2021;279:123717. doi: 10.1016/j.jclepro.2020.123717. DOI
Chapagain A.K., James K. Food Industry Wastes. Elsevier; Amsterdam, The Netherlands: 2013. Accounting for the Impact of Food Waste on Water Resources and Climate Change; pp. 217–236.
Zaman A.U., Lehmann S. Challenges and Opportunities in Transforming a City into a “Zero Waste City”. Challenges. 2011;2:73–93. doi: 10.3390/challe2040073. DOI
Abeliotis K., Lasaridi K., Costarelli V., Chroni C. The Implications of Food Waste Generation on Climate Change: The Case of Greece. Sustain. Prod. Consum. 2015;3:8–14. doi: 10.1016/j.spc.2015.06.006. DOI
Tehrani M., Fulton L., Schmutz B. Green Cities and Waste Management: The Restaurant Industry. Sustainability. 2020;12:5964. doi: 10.3390/su12155964. DOI
Martin-Rios C., Demen-Meier C., Gössling S., Cornuz C. Food Waste Management Innovations in the Foodservice Industry. Waste Manag. 2018;79:196–206. doi: 10.1016/j.wasman.2018.07.033. PubMed DOI
Chiu J.-Z., Hsieh C.-C. The Impact of Restaurants’ Green Supply Chain Practices on Firm Performance. Sustainability. 2016;8:42. doi: 10.3390/su8010042. DOI
Chou S.-F., Horng J.-S., Liu C.-H., Gan B. Explicating Restaurant Performance: The Nature and Foundations of Sustainable Service and Organizational Environment. Int. J. Hosp Manag. 2018;72:56–66. doi: 10.1016/j.ijhm.2018.01.004. DOI
Dixon S. Leading Countries Based on Number of Twitter Users as of January 2022. [(accessed on 14 June 2023)]. Available online: https://www.statista.com/statistics/242606/number-of-active-twitter-users-in-selected-countries/
Dixon S. Distribution of Twitter Users Worldwide as of April 2021, by Age Group. Twitter: Distribution of Global Audiences 2021, by Age Group 2022. [(accessed on 14 June 2023)]. Available online: https://www.statista.com/statistics/283119/age-distribution-of-global-twitter-users/
Camilleri M.A. European Environment Policy for the Circular Economy: Implications for Business and Industry Stakeholders. Sustain. Dev. 2020;28:1804–1812. doi: 10.1002/sd.2113. DOI
Simonofski A., Fink J., Burnay C. Supporting Policy-Making with Social Media and e-Participation Platforms Data: A Policy Analytics Framework. Gov. Inf. Q. 2021;38:101590. doi: 10.1016/j.giq.2021.101590. DOI
Gong P., Wang L., Liu X., Wei Y. The Value of Social Media Tool for Monitoring and Evaluating Environment Policy Communication: A Case Study of the ‘Zero-Waste City’ Initiative in China. Energy Ecol. Environ. 2022;7:614–629. doi: 10.1007/s40974-022-00251-8. PubMed DOI PMC
Borgatti S., Everett M., Johnson J. Analyzing Social Networks. 2nd ed. Sage; Newcastle upon Tyne, UK: 2018.
Twitter API. [(accessed on 4 July 2023)]. Available online: https://developer.twitter.com/en/products/twitter-api/academic-research.