Sustainable behavior among millennials in Malaysia and China: The moderating role of social media usage

Mohamad Saifudin Mohamad Saleh 1 * , Miao Huang 2, Ali Mehellou 1, Lei Wang 2
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1 School of Communication, Universiti Sains Malaysia, Pinang, MALAYSIA
2 School of Animation and Digital Arts, Communication University of China, Nanjing, CHINA
* Corresponding Author
Online Journal of Communication and Media Technologies, Volume 14, Issue 2, Article No: e202422. https://doi.org/10.30935/ojcmt/14409
OPEN ACCESS   1301 Views   842 Downloads   Published online: 26 Mar 2024
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ABSTRACT

As future leaders, millennials are invariably expected to adopt sustainable behavior (SB) and contribute to achieving the 2030 sustainable development goals. The bulk of existing research on SB and young people have applied a west-centric lens that are not adequately comparative in nature. By adopting the dual approaches of quantitative study and planned behavior theory, this study therefore intended to compare two Asian countries’ Malaysia and China–millennials’ input on SB and to examine the moderating role of social media usage with regards to such behavior. An online questionnaire was administered to 419 respondents from Malaysia and 416 respondents from China. The data were analyzed using the partial least squares structural equation modelling (PLS-SEM). PLS-SEM results indicated that the direct effects between the variables, which included the impact of sustainable knowledge and interpersonal influence on attitude toward sustainability (ATS); the impact of ATS on sustainable intention (SI); and the impact of SI on SB in both models (Malaysia and China) were found to be significant with only a slight difference in the path coefficients between the two models. Interestingly, PLS-SEM results also discovered no moderating effect of social media usage in both Malaysia and China. The result of the study is helpful for policymakers in both countries to use as reference when focusing on vital elements, such as sustainability knowledge to promote SB among their respective millennials.

CITATION

Mohamad Saleh, M. S., Huang, M., Mehellou, A., & Wang, L. (2024). Sustainable behavior among millennials in Malaysia and China: The moderating role of social media usage. Online Journal of Communication and Media Technologies, 14(2), e202422. https://doi.org/10.30935/ojcmt/14409

REFERENCES

  • Abatea, G. T., Brauwa, A., Hirvonen, K., & Wolle, A. (2022). Measuring consumption over the phone: Evidence from a survey experiment in urban Ethiopia. Journal of Development Economics, 161, 103026. https://doi.org/10.1016/j.jdeveco.2022.103026
  • Abdullah, S. I. N. W., Samdin, Z., Ho, J. A., Ng, S. I., & Phuah, K. T. (2019). Sustainability of marine park ecotourism in Malaysia: Predicting environmentally responsible behavior among millennial tourists. International Journal of Environmental Technology and Management, 22(6), 432-455. https://doi.org/10.1504/IJETM.2019.104917
  • Adenle, Y. A., Abdul-Rahman, M., & Soyinka, O. A. (2021). Exploring the usage of social media in extant campus sustainability assessment frameworks for sustainable campus development. International Journal of Sustainability in Higher Education, 23(1), 135-158. https://doi.org/10.1108/IJSHE-03-2021-0091
  • Aelbrecht, P. S., & While, A. (2021) Millennials and the contested urban legacy of post-war modernist social housing in the UK. Journal of Urbanism: International Research on Placemaking and Urban Sustainability, 16(1), 42-64. https://doi.org/10.1080/17549175.2021.1936603
  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
  • Ajzen, I., & Madden, T. J. (1986). Prediction of goal-directed behavior: Attitudes, intentions, and perceived behavioral control. Journal of Experimental Social Psychology, 22(5), 453-474. https://doi.org/10.1016/0022-1031(86)90045-4
  • Akande, A., Cabral, P., & Casteleyn, S. (2020). Understanding the sharing economy and its implication on sustainability in smart cities. Journal of Cleaner Production, 277, 124077. https://doi.org/10.1016/j.jclepro.2020.124077
  • Al Mamun, A., Mohamad, M. R., Yaacob, M. R. B., & Mohiuddin, M. (2018). Intention and behavior towards green consumption among low-income households. Journal of Environmental Management, 227, 73-86. https://doi.org/10.1016/j.jenvman.2018.08.061
  • Alamri, M. M., Almaiah, M. A., & Al-Rahmi, W. M. (2020). Social media applications affecting students’ academic performance: A model developed for sustainability in higher education. Sustainability, 12(16), 6471. https://doi.org/10.3390/su12166471
  • Ali, M., Ullah, S., Ahmad, M. S., Cheok, M. Y., & Alenezi, H. (2023). Assessing the impact of green consumption behavior and green purchase intention among millennials toward sustainable environment. Environmental Science and Pollution Research, 30(9), 23335-23347. https://doi.org/10.1007/s11356-022-23811-1
  • Ali, U. A., & Aziz, A. (2021). The moderating impact of social media usage & perceived risk on the relationship of website experience and online purchase intention. Elementary Education Online, 20(5), 7164-7180.
  • Almeida, S. C., Hu, A., & Inoue, M. (2022). Alternative perspectives on environmental and sustainability education: A study of curriculum policies across India, China and Japan. Sustainability, 14(17), 10686. https://doi.org/10.3390/su141710686
  • Alshare, K. A., Moqbel, M., & Merhi, M. I. (2022). The double-edged sword of social media usage during the COVID-19 pandemic: Demographical and cultural analyses. Journal of Enterprise Information Management, 36(1), 197-220. https://doi.org/10.1108/JEIM-07-2021-0292
  • Amoako, G. K., Dzogbenuku, R. K., & Abubakari, A. (2020). Do green knowledge and attitude influence the youth’s green purchasing? Theory of planned behavior. International Journal of Productivity and Performance Management, 69(8), 1609-1626. https://doi.org/10.1108/IJPPM-12-2019-0595
  • Avkiran, N. K., & Ringle, C. M. (2018). Partial least squares structural equation modeling. Springer. https://doi.org/10.1007/978-3-319-71691-6
  • Baohui, S., & Nik Hasan, N. N. (2014). Journalistic roles among Chinese-language press journalists in China and Malaysia. Procedia-Social and Behavioral Sciences, 155, 277-282. https://doi.org/10.1016/j.sbspro.2014.10.292
  • Bargoni, A., Kliestik, T., Jabeen, F., & Santoro, G. (2023). Family firms’ characteristics and consumer behavior: An enquiry into millennials’ purchase intention in the online channel. Journal of Business Research, 156, 113462. https://doi.org/10.1016/j.jbusres.2022.113462
  • Bodhi, R., Luqman, A., Hina, M., & Papa, A. (2022). Work-related social media use and employee-related outcomes: A moderated mediation model. International Journal of Emerging Markets, 18(11), 4948-4967. https://doi.org/10.1108/IJOEM-09-2021-1359
  • Bohler-Muller, N., Roberts, B., Gordon, S. L., & Davids, Y. D. (2021) The ‘sacrifice’ of human rights during an unprecedented pandemic: Reflections on survey-based evidence. South African Journal on Human Rights, 37(2), 154-180. https://doi.org/10.1080/02587203.2021.2009740
  • Bozkurt, S., & Gligor, D. (2021). Distinguishing between the impact of social media public and private compliments on customers’ future service recovery expectations. Journal of Retailing and Consumer Services, 60, 102448. https://doi.org/10.1016/j.jretconser.2021.102448
  • Breznik, K., Law, K. M., & Zeme, J. (2021). Mission in higher education in Slovenia: Sustainability in engineering versus others sector. Sustainability, 13(14), 7947. https://doi.org/10.3390/su13147947
  • Cao, D., Meadows, M., Wong, D., & Xia, S. (2021). Understanding consumers’ social media engagement behavior: An examination of the moderation effect of social media context. Journal of Business Research, 122, 835-846. https://doi.org/10.1016/j.jbusres.2020.06.025
  • Chan, C. S., Yat-Hang, C., & Tsz Heung Agnes, F. (2022). Promoting game-based e-Learning through urban tourism scenario game from the evaluation of knowledge-attitude-usability effectiveness. Journal of Global Scholars of Marketing Science, 32(1), 16-35. https://doi.org/10.1080/21639159.2020.1808831
  • Choudhary, S., Nayak, R., Kumari, S., & Choudhury, H. (2019). Analyzing acculturation to sustainable food consumption behavior in the social media through the lens of information diffusion. Technological Forecasting and Social Change, 145, 481-492. https://doi.org/10.1016/j.techfore.2018.10.009
  • Chwialkowska, A. (2019). How sustainability influencers drive green lifestyle adoption on social media: The process of green lifestyle adoption explained through the lenses of the minority influence model and social learning theory. Management of Sustainable Development, 11(1), 33-42.
  • Ciasullo, M. V., Cardinali, S., & Cosimato, S. (2017). A strenuous path for sustainable supply chains in the footwear industry: A business strategy issue. Journal of Global Fashion Marketing, 8(2), 143-162. https://doi.org/10.1080/20932685.2017.1279066
  • Dhir, A., Sadiq, M., Talwar, S., Sakashita, M., & Kaur, P. (2021). Why do retail consumers buy green apparel? A knowledge-attitude-behavior-context perspective. Journal of Retailing and Consumer Services, 59, 102398. https://doi.org/10.1016/j.jretconser.2020.102398
  • Duh, H. I., & Dabula, N. (2021). Millennials’ socio-psychology and blood donation intention developed from social media communications: A survey of university students. Telematics and Informatics, 58, 101534. https://doi.org/10.1016/j.tele.2020.101534
  • Farronato, N., Scuotto, V., Pironti, M., & Del Giudice, M. (2022). The green frontier of mobile applications in improving recycling consumers’ behavior. IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2022.3200945
  • Fassott, G., Henseler, J., & Coelho Pedro, S. (2016). Testing moderating effects in PLS path models with composite variables. Industrial Management & Data Systems, 116(9), 1887-1900. https://doi.org/10.1108/IMDS-06-2016-0248
  • Fu, S., Li, H., & Liu, Y. (2021). Why discontinue Facebook usage? An empirical investigation based on a push-pull-mooring framework. Industrial Management & Data Systems, 121(11), 2318-2337. https://doi.org/10.1108/IMDS-12-2020-0709
  • Grimal, R. (2020). Are French millennials less car-oriented? Literature review and empirical findings. Transportation Research Part D: Transport and Environment, 79, 102221. https://doi.org/10.1016/j.trd.2020.102221
  • Guerin, R. J., & Toland, M. D. (2020). An application of a modified theory of planned behavior model to investigate adolescents’ job safety knowledge, norms, attitude and intention to enact workplace safety and health skills. Journal of Safety Research, 72, 189-198. https://doi.org/10.1016/j.jsr.2019.12.002
  • Gulati, S. (2022). Social and sustainable: Exploring social media use for promoting sustainable behavior and demand amongst Indian tourists. International Hospitality Review, 36(2), 373-393. https://doi.org/10.1108/IHR-12-2020-0072
  • Guo, Y., Li, Y., Ch. Anastasopoulos, P., Peeta, S., & Lu, J. (2021). China’s millennial car travelers’ mode shift responses under congestion pricing and reward policies: A case study in Beijing. Travel Behavior and Society, 23, 86-99. https://doi.org/10.1016/j.tbs.2020.11.004
  • Hair Jr, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). SAGE.
  • Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
  • Hiratsuka, J., Perlaviciute, G., & Steg, L. (2018). Testing VBN theory in Japan: Relationships between values, beliefs, norms, and acceptability and expected effects of a car pricing policy. Transportation Research Part F: Traffic Psychology and Behavior, 53, 74-83. https://doi.org/10.1016/j.trf.2017.12.015
  • Huang, J., Kumar, S., & Hu, C. (2020). Does culture matter? A comparative study on the motivations for online identity reconstruction between China and Malaysia. Sage Open, 10(2), 2158244020929311. https://doi.org/10.1177/2158244020929311
  • Jain, V. K., Gupta, A., Tyagi, V., & Verma, H. (2020). Social media and green consumption behavior of millennials. Journal of Content, Community and Communication, 10(6), 221-230. https://doi.org/10.31620/JCCC.06.20/16
  • Jang, J. Y., Han, K., Lee, D., Jia, H., & Shih, P. C. (2016). Teens engage more with fewer photos: Temporal and comparative analysis on behaviors in Instagram. In Proceedings of the 27th ACM Conference on Hypertext and Social Media (pp. 71-81). ACM. https://doi.org/10.1145/2914586.2914602
  • Joo, Y., Seok, H., & Nam, Y. (2020). The moderating effect of social media use on sustainable rural tourism: A theory of planned behavior model. Sustainability, 12(10), 4095. https://doi.org/10.3390/su12104095
  • Klufallah, M., Ibrahim, I. S., & Moayedi, F. (2019). Sustainable practices barriers towards green projects in Malaysia. IOP Conference Series: Earth and Environmental Science, 220(1), 012053. https://doi.org/10.1088/1755-1315/220/1/012053
  • Kong, S., & Zhu, H. (2021). Unpacking millennial Chinese women’s risk perceptions in outbound travel: An intersectional perspective. Journal of Hospitality and Tourism Management, 49, 407-417. https://doi.org/10.1016/j.jhtm.2021.10.007
  • Kristiyono, Y. R., & Felim, C. (2021). Pengaruh interpersonal influence, altruism, dan environment knowledge terhadap green purchasing behavior konsumen the body shop yang dimediasi oleh environment attitude [The influence of interpersonal influence, altruism, and environmental knowledge on green purchasing behavior of body shop consumers is mediated by environmental attitude]. Ultima Management: Jurnal Ilmu Manajemen [Ultima Management: Journal of Management Science], 13(1), 47-61. https://doi.org/10.31937/manajemen.v13i1.1912
  • Labban, A., & Bizzi, L. (2022). Are social media good or bad for employees? It depends on when they use them. Behavior & Information Technology, 41(4), 678-693. https://doi.org/10.1080/0144929X.2020.1830174
  • Leal Filho, W., Shiel, C., Paço, A., Mifsud, M., Ávila, L. V., Brandli, L. L., Molthan-Hill, P., Pace, P., Azeiteiro, U. M., Vargas, V. R., & Caeiro, S. (2019). Sustainable development goals and sustainability teaching at universities: Falling behind or getting ahead of the pack? Journal of Cleaner Production, 232, 285-294. https://doi.org/10.1016/j.jclepro.2019.05.309
  • Lee, J. H., Wood, J., & Kim, J. (2021). Tracing the trends in sustainability and social media research using topic modeling. Sustainability, 13(3), 1269. https://doi.org/10.3390/su13031269
  • Lee, M., Kwahk, J., Han, S. H., Jeong, D., Park, K., Oh, S., & Chae, G. (2020). Developing personas & use cases with user survey data: A study on the millennials’ media usage. Journal of Retailing and Consumer Services, 54, 102051. https://doi.org/10.1016/j.jretconser.2020.102051
  • Leung, Y. W., & Rosenthal, S. (2019). Explicating perceived sustainability-related climate: A situational motivator of pro-environmental behavior. Sustainability, 11(1), 231. https://doi.org/10.3390/su11010231
  • Liu, X., Wang, Q. C., Jian, I. Y., Chi, H. L., Yang, D., & Chan, E. H. W. (2021). Are you an energy saver at home? The personality insights of household energy conservation behaviors based on theory of planned behavior. Resources, Conservation and Recycling, 174, 105823. https://doi.org/10.1016/j.resconrec.2021.105823
  • Luo, J., Dey, B. L., Yalkin, C., Sivarajah, U., Punjaisri, K., Huang, Y., & Yen, D. A. (2020). Millennial Chinese consumers’ perceived destination brand value. Journal of Business Research, 116, 655-665. https://doi.org/10.1016/j.jbusres.2018.06.015
  • Mahadewi, E. P., Harahap, A., & Alamsyah, M. (2021). The impact of environmental protection education on millennial awareness behavior on sustainable environmentally friendly products: A systematic review of modern biological sciences. Annals of the Romanian Society for Cell Biology, 25(3), 8475-8484.
  • Matharu, M., Jain, R., & Kamboj, S. (2020). Understanding the impact of lifestyle on sustainable consumption behavior: A sharing economy perspective. Management of Environmental Quality: An International Journal, 32(1), 20-40. https://doi.org/10.1108/MEQ-02-2020-0036
  • Memon, M. A., Cheah, J.-H., Ramayah, T., Ting, H., Chuah, F., & Cham, T. H. (2019). Moderation analysis: Issues and guidelines. Journal of Applied Structural Equation Modeling, 3(1), 1-11. https://doi.org/10.47263/JASEM.3(1)01
  • Michalos, A. C., Creech, H., Swayze, N., Kahlke, P. M., Buckler, C., & Rempel, K. (2012). Measuring knowledge, attitudes and behaviors concerning sustainable development among tenth grade students in Manitoba. Social Indicators Research, 106(2), 213-238. https://doi.org/10.1007/s11205-011-9809-6
  • Mohamad Saleh, M. S., Mehellou, A., Huang, M., & Briandana, R. (2022). The influence of sustainability knowledge and attitude on sustainable intention and behavior of Malaysian and Indonesian undergraduate students. Research in Comparative and International Education, 17(4), 677-693. https://doi.org/10.1177/17454999221126712
  • Mohammed, A. A. A., & Dominic, D. D. (2021). Social influence on the use of social media towards environmental sustainability awareness in HEI. In Proceedings of the 2021 International Conference on Computer & Information Sciences (pp. 294-299). IEEE. https://doi.org/10.1109/ICCOINS49721.2021.9497178
  • Mojilis, F. (2019). Sustainability awareness of students from a green university in Sabah, Malaysia. Journal of Tourism, Hospitality and Environment Management, 4(13), 24-33.
  • Moon, S. J. (2021). Investigating beliefs, attitudes, and intentions regarding green restaurant patronage: An application of the extended theory of planned behavior with moderating effects of gender and age. International Journal of Hospitality Management, 92, 102727. https://doi.org/10.1016/j.ijhm.2020.102727
  • Mun, Y. P., Khalid, H., & Nadarajah, D. (2017). Millennials’ perception on mobile payment services in Malaysia. Procedia Computer Science, 124, 397-404. https://doi.org/10.1016/j.procs.2017.12.170
  • Naeem, M. (2021). The role of social media to generate social proof as engaged society for stockpiling behavior of customers during COVID-19 pandemic. Qualitative Market Research: An International Journal, 24(3), 281-301. https://doi.org/10.1108/QMR-04-2020-0050
  • Navarro, O., Tapia-Fonllem, C., Fraijo-Sing, B., Roussiau, N., Ortiz-Valdez, A., Guillard, M., Wittenberg, I.,& Fleury-Bahi, G. (2020). Connectedness to nature and its relationship with spirituality, wellbeing and sustainable behavior (Conectividad con la naturaleza y su relación con la espiritualidad, el bienestar y la conducta sustentable). PsyEcology, 11(1), 37-48. https://doi.org/10.1080/21711976.2019.1643662
  • Ngang, T. K. (2012). A comparative study on teacher leadership in special education classroom between China and Malaysia. Procedia-Social and Behavioral Sciences, 31, 231-235. https://doi.org/10.1016/j.sbspro.2011.12.047
  • Ngien, A., & Jiang, S. (2022). The effect of social media on stress among young adults during COVID-19 pandemic: Taking into account fatalism and social media exhaustion. Health Communication, 37(10), 1337-1344. https://doi.org/10.1080/10410236.2021.1888438
  • Niwarthana, W., Gannoruwa, S., & Rathnayaka, R. M. U. R. K. (2020). Study on attitude towards green products and willingness to pay premium: With special reference to millennials in Sri Lanka. Sri Lanka journal of Marketing, 6(1), 37-53. https://doi.org/10.4038/sljmuok.v6i1.35
  • Nousheen, A., Zai, S. A. Y., Waseem, M., & Khan, S. A. (2020). Education for sustainable development (ESD): Effects of sustainability education on pre-service teachers’ attitude towards sustainable development (SD). Journal of Cleaner Production, 250, 119537. https://doi.org/10.1016/j.jclepro.2019.119537
  • Ponis, S. T., & Lada, C. (2021). Digital transformation in the Greek fashion industry: A survey. International Journal of Fashion Design, Technology and Education, 14(2), 162-172. https://doi.org/10.1080/17543266.2021.1903085
  • Purcell, W. M., Henriksen, H., & Spengler, J. D. (2019). Universities as the engine of transformational sustainability toward delivering the sustainable development goals: “Living labs” for sustainability. International Journal of Sustainability in Higher Education, 20(8), 1343-1357. https://doi.org/10.1108/IJSHE-02-2019-0103
  • Purvis, B., Mao, Y., & Robinson, D. (2019). Three pillars of sustainability: In search of conceptual origins. Sustainability Science, 14(3), 681-695. https://doi.org/10.1007/s11625-018-0627-5
  • Qu, W., Shi, W., Zhang, J., & Liu, T. (2020). T21 China 2050: A tool for national sustainable development planning. Geography and sustainability, 1(1), 33-46. https://doi.org/10.1016/j.geosus.2020.03.004
  • Ramayah, T., Cheah, J., Chuah, F., Ting, H., & Memon, M. A. (2018). Partial least squares structural equation modeling (PLS-SEM) using smartPLS 3.0: An updated guide and practical guide to statistical analysis. Pearson.
  • Razali, M. K., Ahmad, H., & Er, A. C. (2019). The analysis of place-making research towards community sustainability in Malaysia. International Journal of Business and Society, 20(1), 329-347.
  • Rodrigo, A., & Mendis, T. (2023). Impact of social media influencers’ credibility on millennial consumers’ green purchasing behavior: A concept paper on personal and social identities. Management Matters, 20(2), 134-153. https://doi.org/10.1108/MANM-12-2022-0113
  • Saleem, A., Aslam, S., Sang, G., Dare, P. S., & Zhang, T. (2022). Education for sustainable development and sustainability consciousness: Evidence from Malaysian universities. International Journal of Sustainability in Higher Education, 24(1), 193-211. https://doi.org/10.1108/IJSHE-05-2021-0198
  • Scoones, I., Stirling, A., Abrol, D., Atela, J., Charli-Joseph, L., Eakin, H., Ely, A., Olsson, P., Pereira, L., Priya, R., van Zwanenberg, P., & Yang, L. (2020). Transformations to sustainability: Combining structural, systemic and enabling approaches. Current Opinion in Environmental Sustainability, 42, 65-75. https://doi.org/10.1016/j.cosust.2019.12.004
  • Shan, S., Peng, J., & Wei, Y. (2021). Environmental sustainability assessment 2.0: The value of social media data for determining the emotional responses of people to river pollution–A case study of Weibo (Chinese Twitter). Socio-Economic Planning Sciences, 75, 100868. https://doi.org/10.1016/j.seps.2020.100868
  • Shang, Y., Mehmood, K., Iftikhar, Y., Aziz, A., Tao, X., & Shi, L. (2021). Energizing intention to visit rural destinations: How social media disposition and social media use boost tourism through information publicity. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.782461
  • Si, H., Shi, J. G., Tang, D., Wu, G., & Lan, J. (2020). Understanding intention and behavior toward sustainable usage of bike sharing by extending the theory of planned behavior. Resources, Conservation and Recycling, 152, 104513. https://doi.org/10.1016/j.resconrec.2019.104513
  • Simeone, M., & Scarpato, D. (2020). Sustainable consumption: How does social media affect food choices? Journal of Cleaner Production, 277, 124036. https://doi.org/10.1016/j.jclepro.2020.124036
  • Steg, L. (2016). Values, norms, and intrinsic motivation to act pro-environmentally. Annual Review of Environment and Resources, 41, 277-292. https://doi.org/10.1146/annurev-environ-110615-085947
  • Sujata, M., Khor, K., Ramayah, T., & Teoh, A. P. (2019). The role of social media on recycling behavior. Sustainable Production and Consumption, 20, 365-374. https://doi.org/10.1016/j.spc.2019.08.005
  • Sultan, P., Tarafder, T., Pearson, D., & Henryks, J. (2020). Intention-behavior gap and perceived behavioral control-behavior gap in theory of planned behavior: Moderating roles of communication, satisfaction and trust in organic food consumption. Food Quality and Preference, 81, 103838. https://doi.org/10.1016/j.foodqual.2019.103838
  • Suresh, A., Abera, S., Mandefro, A., Konwarh, R., Haregu, S., Adugna, A. T., & Benor, S. (2022). Survey of attitude towards biotechnology among the members of an Ethiopian university fraternity. African Journal of Science, Technology, Innovation and Development, 14(3), 821-831. https://doi.org/10.1080/20421338.2021.1906506
  • Swaim, J. A., Maloni, M. J., Napshin, S. A., & Henley, A. B. (2014). Influences on student intention and behavior toward environmental sustainability. Journal of Business Ethics, 124(3), 465-484. https://doi.org/10.1007/s10551-013-1883-z
  • Tang, L., Omar, S. Z., Bolong, J., & Mohd Zawawi, J. W. (2021). Social media use among young people in China: A systematic literature review. SAGE Open, 11(2). https://doi.org/10.1177/21582440211016421
  • Tang, S. Y., Wong, A. K., Li, D. D., & Cheng, M. M. (2020). Millennial generation preservice teachers’ intrinsic motivation to become a teacher, professional learning and professional competence. Teaching and Teacher Education, 96, 103180. https://doi.org/10.1016/j.tate.2020.103180
  • Teoh, C. W., Koay, K. Y., & Chai, P. S. (2022). The role of social media in food waste prevention behavior. British Food Journal, 124(5), 1680-1696. https://doi.org/10.1108/BFJ-04-2021-0368
  • Tim, Y., Pan, S. L., Bahri, S., & Fauzi, A. (2018). Digitally enabled affordances for community-driven environmental movement in rural Malaysia. Information Systems Journal, 28(1), 48-75. https://doi.org/10.1111/isj.12140
  • Tkacová, H., Králik, R., Tvrdon, M., Jenisová, Z., & Martin, J. G. (2022). Credibility and involvement of social Media in education–Recommendations for mitigating the negative effects of the pandemic among high school students. International Journal of Environmental Research and Public Health, 19, 2767. https://doi.org/10.3390/ijerph19052767
  • Tommasetti, A., Singer, P., Troisi, O., & Maione, G. (2018). Extended theory of planned behavior (ETPB): Investigating customers’ perception of restaurants’ sustainability by testing a structural equation model. Sustainability, 10(7), 2580. https://doi.org/10.3390/su10072580
  • Trivedi, R. H., Patel, J. D., & Acharya, N. (2018). Causality analysis of media influence on environmental attitude, intention and behaviors leading to green purchasing. Journal of Cleaner Production, 196, 11-22. https://doi.org/10.1016/j.jclepro.2018.06.024
  • Uddin, S. F., & Khan, M. N. (2018). Young consumer’s green purchasing behavior: Opportunities for green marketing. Journal of Global Marketing, 31(4), 270-281. https://doi.org/10.1080/08911762.2017.1407982
  • Wallace, E., & Buil, I. (2023). Antecedents and consequences of conspicuous green behavior on social media: Incorporating the virtual self-identity into the theory of planned behavior. Journal of Business Research, 157, 113549. https://doi.org/10.1016/j.jbusres.2022.113549
  • Walsh, P. R., Dodds, R., Priskin, J., Day, J., & Belozerova, O. (2021). The corporate responsibility paradox: A multi-national investigation of business traveler attitudes and their sustainable travel behavior. Sustainability, 13(8), 4343. https://doi.org/10.3390/su13084343
  • Yan, L. Y., & Feng, D. S. (2019). Sustainability education case studies: Developing a sustainable design culture in Chinese higher education. Journal of Sustainability Education, 21,1-21.
  • Yang, S., & Zeng, X. (2018). Sustainability of government social media: A multi-analytic approach to predict citizens’ mobile government microblog continuance. Sustainability, 10(12), 4849. https://doi.org/10.3390/su10124849
  • Yuriev, A., Dahmen, M., Paillé, P., Boiral, O., & Guillaumie, L. (2020). Pro-environmental behaviors through the lens of the theory of planned behavior: A scoping review. Resources, Conservation and Recycling, 155, 104660. https://doi.org/10.1016/j.resconrec.2019.104660
  • Zamora-Polo, F., & Sánchez-Martín, J. (2019). Teaching for a better world. Sustainability and sustainable development goals in the construction of a change-maker university. Sustainability, 11(15), 4224. https://doi.org/10.3390/su11154224
  • Zamora-Polo, F., Luque Sendra, A., Aguayo-Gonzalez, F., & Sanchez-Martin, J. (2019). Conceptual framework for the use of building information modeling in engineering education. International Journal of Engineering Education, 35(3), 744-755.
  • Zhang, X., Ding, X., & Ma, L. (2022). The influences of information overload and social overload on intention to switch in social media. Behavior & Information Technology, 41(2), 228-241. https://doi.org/10.1080/0144929X.2020.1800820