Determinants of Impulse Buying by the Younger Generation in E-Commerce: A Behavioral Study in the Context of SDGs 12

Authors

  • Avril Nur Shefi Universitas Negeri Surabaya Author

Keywords:

Celebrities’ Authenticity, Sentiment Polarity, Impulse Buying Tendency (IBT), Urge To Buy Impulsively (UBI)

Abstract

Objective: The purpose of this study is to analyze the determinants of impulsive buying among young people in e-commerce, particularly among 12th grade social studies students at SMAN 1 Driyorejo. The research focuses on the influence of celebrities' authenticity, sentiment polarity, and impulse buying tendency on the urge to buy impulsively, as well as the role of impulse buying tendency as a moderating variable. Method: Using a quantitative approach and Partial Least Squares Structural Equation Modelling (PLS-SEM) analysis techniques through WarpPLS software, data was obtained from 106 respondents through questionnaires. Results: The results show that celebrities' authenticity has a significant effect on the urge to buy impulsively, and sentiment polarity also has a significant effect on the urge to buy impulsively. Furthermore, impulse buying tendency was found to moderate the relationship between celebrities' authenticity and the urge to buy impulsively, as well as the relationship between sentiment polarity and the urge to buy impulsively. Novelty: This study focuses on the context of young learners in Indonesia, who are a segment of the population with Gen Z characteristics. With a local background and a comprehensive approach relevant to the development of marketing and consumer education strategies in the digital age. The findings support SDG 12 by encouraging responsible consumption through media literacy and sustainable digital behavior.

References

Akhter, F., & Ummara, U. (2024). IMPRUDENT PURCHASING: STUDY IN RELATION TO UN SDG 12. Journal of Research in Social Development and Sustainability, 3(1), 127–152. https://doi.org/10.56596/JRSDS.V3I1.124

Alsaeedi, A., & Khan, M. Z. (2019). A Study on Sentiment Analysis Techniques of Twitter Data. IJACSA) International Journal of Advanced Computer Science and Applications, 10(2). www.ijacsa.thesai.org

Anindito, K., & Handarkho, Y. D. (2022). The impact of personality trait and social experience on youngsters’ intention to purchase impulsively from social commerce platforms. Young Consumers, 23(1), 53–71. https://doi.org/10.1108/YC-02-2021-1284/FULL/PDF

Arora, M., Walia, S. K., Arora, M., & Walia, S. K. (1 C.E.). From Earning Profits to Sustainability: A Critical Evaluation of CSR Initiatives in Tourism Sector. Https://Services.Igi-Global.Com/Resolvedoi/Resolve.Aspx?Doi=10.4018/978-1-5225-7504-7.Ch012, 229–235. https://doi.org/10.4018/978-1-5225-7504-7.CH012

Chen, J. V., Su, B. C., & Widjaja, A. E. (2016a). Facebook C2C social commerce: A study of online impulse buying. Decision Support Systems, 83, 57–69. https://doi.org/10.1016/J.DSS.2015.12.008

Chen, J. V., Su, B. C., & Widjaja, A. E. (2016b). Facebook C2C social commerce: A study of online impulse buying. Decision Support Systems, 83, 57–69. https://doi.org/10.1016/J.DSS.2015.12.008

Chen, M., Xie, Z., Zhang, J., & Li, Y. (2021). Internet Celebrities’ Impact on Luxury Fashion Impulse Buying. Journal of Theoretical and Applied Electronic Commerce Research 2021, Vol. 16, Pages 2470-2489, 16(6), 2470–2489. https://doi.org/10.3390/JTAER16060136

Chen, Y. F., & Wang, R. Y. (2016). Are humans rational? Exploring factors influencing impulse buying intention and continuous impulse buying intention. Journal of Consumer Behaviour, 15(2), 186–197. https://doi.org/10.1002/CB.1563

Dholakia, U. M. (2000). Temptation and resistance: An integrated model of consumption impulse formation and enactment. Psychology & Marketing, 17(11), 955–982. https://onlinelibrary.wiley.com/doi/abs/10.1002/1520-6793(200011)17:11%3C955::AID-MAR3%3E3.0.CO;2-J

ElAlfy, A., Palaschuk, N., El-Bassiouny, D., Wilson, J., & Weber, O. (2020). Scoping the Evolution of Corporate Social Responsibility (CSR) Research in the Sustainable Development Goals (SDGs) Era. Sustainability 2020, Vol. 12, Page 5544, 12(14), 5544. https://doi.org/10.3390/SU12145544

Eysenck, H. J. (1983). Cicero and the state-trait theory of anxiety: Another case of delayed recognition. American Psychologist, 38(1), 114–115. https://doi.org/10.1037/0003-066X.38.1.114

Feng, X., Xiong, J., & Tang, Z. (2023). To be rational or sensitive? The gender difference in how textual environment cue and personal characteristics influence the sentiment expression on social media. Telematics and Informatics, 80, 101971. https://doi.org/10.1016/J.TELE.2023.101971

Hair, J., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3), 100027. https://doi.org/10.1016/J.RMAL.2022.100027

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/FULL/PDF

Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. In European Business Review (Vol. 26, Issue 2, pp. 106–121). Emerald Group Publishing Ltd. https://doi.org/10.1108/EBR-10-2013-0128

Hendrawan, D., & Nugroho, D. A. (2018). Influence of personality on impulsive buying behaviour among Indonesian young consumers. International Journal of Trade and Global Markets, 11(1–2), 31–39. https://doi.org/10.1504/IJTGM.2018.092489;JOURNAL:JOURNAL:IJTGM;ISSUE:ISSUE:10.1504/IJTGM.2018.11.ISSUE-1-2;WGROUP:STRING:PUBLICATION

Hu, X., Chen, X., & Davidson, R. (2019). Social Support, Source Credibility, Social Influence, and Impulsive Purchase Behavior in Social Commerce. International Journal of Electronic Commerce, 23(3), 297–327. https://doi.org/10.1080/10864415.2019.1619905

Janna, N. M., & Herianto. (2021). Konsep Uji Validitas Dan Reliabilitas Dengan Menggunakan SPSS. https://doi.org/10.31219/OSF.IO/V9J52

Kamkankaew, P., Thongyoy, P., & Phonracharnon, Y. (2024). Assessing the Impact of Digital Celebrities and Content Marketing on TikTok’s Impulse Purchases in Lampang, Thailand. International Journal of Sociologies and Anthropologies Science Reviews, 4(3), 259–276. https://doi.org/10.60027/ijsasr.2024.4201

Khan, M. S., Syahbudi, M., & Aisyah, S. (2024). Factors Influencing The Impulsive Buying Behavior of UINSU Students in Online Stores from an Islamic Economic Perspective, With Rational Choice as an Intervening Variable. Jurnal Manajemen Bisnis, 11(1), 478–495. https://doi.org/10.33096/JMB.V11I1.739

Kowalczyk, C. M., & Pounders, K. R. (2016). Transforming celebrities through social media: the role of authenticity and emotional attachment. Journal of Product and Brand Management, 25(4), 345–356. https://doi.org/10.1108/JPBM-09-2015-0969/FULL/PDF

Lailela, S. N., & Kusumadiarti, R. S. (2018). PENGUKURAN KUALITAS PERANGKAT LUNAK APLIKASI SISFO_NILAI DI POLITEKNIK PIKSI GANESHA BERDASARKAN ISO 9126. Jurnal E-Komtek, 2(2), 84–100. https://doi.org/10.37339/E-KOMTEK.V2I2.96

Le, N., Le, T. H. H., Huynh, T. N., Do, D. Q., Pham, T. K. T., & Tran, T. N. O. (2024). Marketing Stimuli and Impulse Buying: The Role of Traits, Reviews and Motives. Journal of Promotion Management. https://doi.org/10.1080/10496491.2024.2428965;WEBSITE:WEBSITE:TFOPB;PAGEGROUP:STRING:PUBLICATION

Lim, W. M. (2024). What Is Quantitative Research? An Overview and Guidelines. Australasian Marketing Journal. https://doi.org/10.1177/14413582241264622/ASSET/IMAGES/LARGE/10.1177_14413582241264622-FIG3.JPEG

Liu, M., Jia, W., Yan, W., & He, J. (2023). Factors influencing consumers’ repurchase behavior on fresh food e-commerce platforms: An empirical study. Advanced Engineering Informatics, 56, 101936. https://doi.org/10.1016/J.AEI.2023.101936

Lozano, J. P. R., Guerra, R. P., & Sanagustin-Fons, M. V. (2024). Responsible consumption trend in Generation Z and millennials its impact on SDG 12. A Peruvian case study. Academia Revista Latinoamericana de Administracion, 37(3), 483–508. https://doi.org/10.1108/ARLA-07-2022-0142/FULL/PDF

Maltby, J., Day, L., & Macaskill, A. (2013). Personality, Individual Dii erences and Intelligence (4th ed.). www.pearson.com/uk

Moghddam, H. A., Mortimer, G., Ahmadi, H., & Sharif-Nia, H. (2025). How livestream engagement inspires tourist purchasing behaviour: A multi-study approach. International Journal of Information Management, 83, 102903. https://doi.org/10.1016/J.IJINFOMGT.2025.102903

Mursid, A. (2021a). Effects of Sentiment on Impulsive Buying Behavior: Evidence of COVID-19 in Indonesia. Journal of Economics, Business, and Accountancy Ventura, 23(3), 452–465. https://doi.org/10.14414/JEBAV.V23I3.2459

Mursid, A. (2021b). Effects of Sentiment on Impulsive Buying Behavior: Evidence of COVID-19 in Indonesia. Journal of Economics, Business, and Accountancy Ventura, 23(3), 452–465. https://doi.org/10.14414/JEBAV.V23I3.2459

Nisa, khoirun, & Wijayani, Q. N. (2023). Peran Influencer Media Social Dalam Impulsive Buying dan Konsumsi Generasi Z : Studi Kasus Marketplace Shopee. Harmoni: Jurnal Ilmu Komunikasi Dan Sosial, 2(1), 31–43. https://doi.org/10.59581/harmoni-widyakarya.v2i1.2297

Nyutu, E. N., Cobern, W. W., & Pleasants, B. A. S. (2021). Correlational study of student perceptions of their undergraduate laboratory environment with respect to gender and major. International Journal of Education in Mathematics, Science and Technology, 9(1), 83–102. https://doi.org/10.46328/ijemst.1182

Omeish, F., Shaheen, · Ahmad, Alharthi, · Sager, & Alfaiza, A. (2025). Between human and AI influencers: parasocial relationships, credibility, and social capital formation in a collectivist market: a study of TikTok users in the Middle East. Discover Sustainability 2025 6:1, 6(1), 1–22. https://doi.org/10.1007/S43621-025-00891-W

Pradipto, Y. D., Winata, C., Murti, K., & Azizah, A. (2016). Think Again Before You Buy: The Relationship between Self-regulation and Impulsive Buying Behaviors among Jakarta Young Adults. Procedia - Social and Behavioral Sciences, 222, 177–185. https://doi.org/10.1016/J.SBSPRO.2016.05.209

Priadana, S., & Sunarsih, D. (2021). METODE PENELITIAN KUANTITATIF - M. Sidik Priadana, Denok Sunarsi - Google Buku. Pascal Book. https://books.google.co.id/books?hl=id&lr=&id=9dZWEAAAQBAJ&oi=fnd&pg=PR2&dq=priadana+dan+sunarsi+2021+teknik+instrumen+pengumpulan+data&ots=1fdKM84pMd&sig=vV9MQcu3JkUJz0opMvFJdvLSy7E&redir_esc=y#v=onepage&q=priadana%20dan%20sunarsi%202021%20teknik%20instrumen%20pengumpulan%20data&f=false

Purwanto, A., & Sudargini, Y. (2021). Partial Least Squares Structural Squation Modeling (PLS-SEM) Analysis for Social and Management Research : A Literature Review. Journal of Industrial Engineering & Management Research, 2(4), 114–123. https://doi.org/10.7777/JIEMAR.V2I4.168

Queirós, A., Faria, D., & Almeida, F. (2017). STRENGTHS AND LIMITATIONS OF QUALITATIVE AND QUANTITATIVE RESEARCH METHODS. European Journal of Education Studies, 0(0). https://doi.org/10.46827/EJES.V0I0.1017

Redine, A., Deshpande, S., Jebarajakirthy, C., & Surachartkumtonkun, J. (2023). Impulse buying: A systematic literature review and future research directions. In International Journal of Consumer Studies (Vol. 47, Issue 1, pp. 3–41). John Wiley and Sons Inc. https://doi.org/10.1111/ijcs.12862

Román, S., Riquelme, I. P., & Iacobucci, D. (2024). Unlocking the helpfulness of extreme and exaggerated hotel online reviews: Consumers and brand influences. Tourism Management Perspectives, 54, 101321. https://doi.org/10.1016/J.TMP.2024.101321

Rosillo-Díaz, E., Muñoz-Rosas, J. F., & Blanco-Encomienda, F. J. (2024). Impact of heuristic–systematic cues on the purchase intention of the electronic commerce consumer through the perception of product quality. Journal of Retailing and Consumer Services, 81, 103980. https://doi.org/10.1016/J.JRETCONSER.2024.103980

Shamim, K., Azam, M., & Islam, T. (2024). How do social media influencers induce the urge to buy impulsively? Social commerce context. Journal of Retailing and Consumer Services, 77, 103621. https://doi.org/10.1016/J.JRETCONSER.2023.103621

Shao, Z., Ho, J. S. Y., Tan, G. W. H., Ooi, K. B., & Dennis, C. (2024). Will social media celebrities drive me crazy? Exploring the effects of celebrity endorsement on impulsive buying behavior in social commerce. International Journal of Consumer Studies, 48(3), e13047. https://doi.org/10.1111/IJCS.13047;PAGE:STRING:ARTICLE/CHAPTER

Solimun, Dr. I., Fernandes, Dr. A. A. R., & Nurjannah. (2017). Metode Statistika Multivariat Pemodelan Persamaan Struktural (SEM) Pendekatan WarpPLS (2nd ed.). UB Press. https://books.google.co.id/books?id=GrRVDwAAQBAJ&printsec=copyright&hl=id#v=onepage&q&f=false

Steyer, R., Schmitt, M., & Eid, M. (1999). Latent state–trait theory and research in personality and individual differences. European Journal of Personality, 13(5), 389–408. https://onlinelibrary.wiley.com/doi/epdf/10.1002/%28SICI%291099-0984%28199909/10%2913%3A5%3C389%3A%3AAID-PER361%3E3.0.CO%3B2-A

United Nations. (2015). Transforming our world: the 2030 Agenda for Sustainable Development | Department of Economic and Social Affairs. United Nations. https://sdgs.un.org/2030agenda

Wang, Q., Wang, L., Zhang, X., Mao, Y., & Wang, P. (2017). The impact research of online reviews’ sentiment polarity presentation on consumer purchase decision. Information Technology and People, 30(3), 522–541. https://doi.org/10.1108/ITP-06-2014-0116/FULL/PDF

Xiang, L., Zheng, X., Lee, M. K. O., & Zhao, D. (2016). Exploring consumers’ impulse buying behavior on social commerce platform: The role of parasocial interaction. International Journal of Information Management, 36(3), 333–347. https://doi.org/10.1016/J.IJINFOMGT.2015.11.002

Yang, L., Li, Y., Wang, J., & Sherratt, R. S. (2020). Sentiment Analysis for E-Commerce Product Reviews in Chinese Based on Sentiment Lexicon and Deep Learning. IEEE Access, 8, 23522–23530. https://doi.org/10.1109/ACCESS.2020.2969854

Yao, H. (2022). Analysis Model of Consumer Sentiment Tendency of Commodities in E-Commerce. Frontiers in Psychology, 13, 887923. https://doi.org/10.3389/FPSYG.2022.887923

Yue, X., Abdullah, N. H., Ali, M. H., & Yusof, R. N. R. (2023). The Impact of Celebrity Endorsement on Followers’ Impulse Purchasing. Journal of Promotion Management, 29(3), 338–358. https://doi.org/10.1080/10496491.2022.2143994;SUBPAGE:STRING:ACCESS

Zafar, A. U., Qiu, J., Li, Y., Wang, J., & Shahzad, M. (2021). The impact of social media celebrities’ posts and contextual interactions on impulse buying in social commerce. Computers in Human Behavior, 115, 106178. https://doi.org/10.1016/J.CHB.2019.106178

Zafar, A. U., Shahzad, M., Ashfaq, M., & Shahzad, K. (2023). Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers’ flow state and perceived informativeness. Technological Forecasting and Social Change, 190, 122408. https://doi.org/10.1016/J.TECHFORE.2023.122408

Zhang, K. Z. K., Xu, H., Zhao, S., & Yu, Y. (2018). Online reviews and impulse buying behavior: the role of browsing and impulsiveness. Internet Research, 28(3), 522–543. https://doi.org/10.1108/INTR-12-2016-0377/FULL/PDF

Zhao, X. (Roy), Wang, L., Guo, X., & Law, R. (2015). The influence of online reviews to online hotel booking intentions. International Journal of Contemporary Hospitality Management, 27(6), 1343–1364. https://doi.org/10.1108/IJCHM-12-2013-0542/FULL/PDF

Zhu, Y. Q., Amelina, D., & Yen, D. C. (2020). Celebrity Endorsement and Impulsive Buying Intentions in Social Commerce - The Case of Instagram in Indonesia: Celebrity Endorsement. Journal of Electronic Commerce in Organizations (JECO), 18(1), 1–17. https://doi.org/10.4018/JECO.2020010101

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2025-07-27

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Determinants of Impulse Buying by the Younger Generation in E-Commerce: A Behavioral Study in the Context of SDGs 12. (2025). Journal of Psychology and Culture Behavior in SDGs, 1(1), 000064. https://journal.i-ros.org/index.php/JOPACBIS/article/view/64