The mediation effect of the urge to buy impulsively on grocery online impulse buying decisions

References

• Amos, C., Holmes, G. R., & Keneson, W. C. (2014). A meta-analysis of consumer impulse buying. Journal of Retailing and Consumer Services, 21(2), 1–15. https://doi.org/10.1016/j.jretconser.2013.11.004
   Google Scholar
• Badgaiyan, A. J., & Verma, A. (2015). Does urge to buy impulsively differ from impulse buying behaviour? Assessing the impact of situational factors. Journal of Retailing and Consumer Services, 22, 145–157. https://doi.org/10.1016/j.jretconser.2014.10.002
   Web of Science ®Google Scholar
• Balachander, S., & Stock, A. (2005). The making of a “hot product”: A signaling explanation of marketers’ scarcity strategy. Management Science, 51(8), 1181–1192. https://doi.org/10.1287/mnsc.1050.0381
   Web of Science ®Google Scholar
• Banerjee, A. V. (1992). A Simple Model of Herd Behavior. The Quarterly Journal of Economics, 107(3), 797–817. https://doi.org/10.2307/2118364
   Web of Science ®Google Scholar
• Bao, Z., & Yang, J. (2022). Why online consumers have the urge to buy impulsively: roles of serendipity, trust and flow experience. Management Decision, 60(12), 3350–3365. https://doi.org/10.1108/MD-07-2021-0900
   Web of Science ®Google Scholar
• Beatty, S. E., & Elizabeth Ferrell, M. (1998). Impulse buying: Modeling its precursors. Journal of Retailing, 74(2), 161–167. https://doi.org/10.1016/S0022-4359(99)80092-X
   Web of Science ®Google Scholar
• Bellenger, D. N., Robertson, D. H., & Hirschman, E. C. (1978). Impulse Buying Varies by Product. Journal of Advertising Research, 18(6), 15–18.
   Web of Science ®Google Scholar
• Bonabeau, E. (2004). The perils of the imitation age. Harvard Business Review. https://https://hbr.org/2004/06/the-perils-of-the-imitation-age
   Google Scholar
• Chan, T. K., Cheung, C. M., & Lee, Z. W. (2017). The state of online impulse buying research: A literature analysis. Information & Management, 54(2), 204–217. https://doi.org/10.1016/j.im.2016.06.001
   Web of Science ®Google Scholar
• Chen, L. D., Lai, X., Wang, N. M., & Huang, W. (2016). Research in Progress: the Snob and bandwagon effects on Consumers’ Purchase Intention under Different Promotion Strategies. In PACIS (p. 118).
   Google Scholar
• Chung, N., Song, H. G., & Lee, H. (2017). Consumers’ impulsive buying behavior of restaurant products in social commerce. International Journal of Contemporary Hospitality Management, 29(2), 709–731. https://doi.org/10.1108/IJCHM-10-2015-0608
   Web of Science ®Google Scholar
• Cialdini, R. B., & Goldstein, N. J. (2004). Social influence: conformity and compliance. Annual Review of Psychology, 55(1), 591–621. https://doi.org/10.1146/annurev.psych.55.090902.142015
   PubMed Web of Science ®Google Scholar
• Cialdini, R. B. (2007). Descriptive social norms as underappreciated sources of social control. Psychometrika, 72(2), 263–268. https://doi.org/10.1007/s11336-006-1560-6
   Web of Science ®Google Scholar
• Cialdini, R. B. (2009). Influence: Science and Practice (4th ed.). Pearson.
   Google Scholar
• Coulter, K. S., & Roggeveen, A. (2012). Deal or no deal? How number of buyers, purchase limit and time-to-expiration impact purchase decisions on group buying websites. Journal of Research in Interactive Marketing, 6(2), 78–95. https://doi.org/10.1108/17505931211265408
   Google Scholar
• Cui, Y., Zhu, J., & Liu, Y. (2022). Exploring the social and systemic influencing factors of mobile short video applications on the consumer urge to buy impulsively. Journal of Global Information Management, 30(1), 1–23. https://doi.org/10.4018/JGIM.301201
   Web of Science ®Google Scholar
• Deloitte. (2021). Indonesia consumer insight: Adapting to the new normal in Indonesia. Delloitte. https://www2.deloitte.com/th/en/pages/consumer-business/articles/consumer-insights-id-2021.html
   Google Scholar
• Dholakia, R. R., Zhao, M., & Dholakia, N. (2005). Multichannel retailing: A case study of early experiences. Journal of Interactive Marketing, 19(2), 63–74. https://doi.org/10.1002/dir.20035
   Google Scholar
• Dittmar, H., Beattie, J., & Friese, S. (1995). Gender Identity and Material Symbols: Objects and Decisions Considerations in Impulse buying. Journal of Economic Psychology, 16(3), 491–511. https://doi.org/10.1016/0167-4870(95)00023-H
   Web of Science ®Google Scholar
• Djafarova, E., & Bowes, T. (2021). ‘Instagram made Me buy it’: Generation Z impulse purchases in fashion industry. Journal of Retailing and Consumer Services, 59, 102345. https://doi.org/10.1016/j.jretconser.2020.102345
   Web of Science ®Google Scholar
• Fisher, R. J., & Dubé, L. (2005). Gender differences in responses to emotional advertising: A social desirability perspective. Journal of Consumer Research, 31(4), 850–858. https://doi.org/10.1086/426621
   Web of Science ®Google Scholar
• Foroughi, A., Buang, N. R., Senik, Z. C., et al. (2013). Impulse buying behavior and moderating role of gender among Iranian shoppers. Journal of Basic and Applied Scientific Research, 3(4), 760–769.
   Google Scholar
• Fuller, C. M., Simmering, M. J., Atinc, G., Atinc, Y., & Babin, B. J. (2016). Common methods variance detection in business research. Journal of Business Research, 69(8), 3192–3198. https://doi.org/10.1016/j.jbusres.2015.12.008
   Web of Science ®Google Scholar
• Gierl, H., Plantsch, M., & Schweidler, J. (2008). Scarcity effects on sales volume in retail. International Review of Retail, Distribution and Consumer Research, 18(1), 45–61. https://doi.org/10.1080/09593960701778077
   Google Scholar
• Guo, J., Xin, L., & Wu, Y. (2017). Arousal or Not? The Effects of Scarcity Messages on Online Impulsive Purchase [Paper presentation]. HCI in Business, Government and Organizations. Supporting Business: 4th International Conference, HCIBGO 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part II 4, 29-40. Springer International Publishing.
   Google Scholar
• Paul, B., & Gutierrez, B. P. (2004). Determinants of Planned and Impulse Buying: The Case of the Philippines. Asia-Pacific Management Review, 9, 1061–1078.
   Google Scholar
• Joseph, H. F., Iain, B. R., Barry, B. J., & Rolph, A. E. (2010). Multivariate Data Analysis: A Global Perspective (7th ed.). Pearson Education.
   Google Scholar
• 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
   Web of Science ®Google Scholar
• Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
   Web of Science ®Google Scholar
• Hashmi, H. B. A., Shu, C., & Haider, S. W. (2020). Moderating effect of hedonism on store environment-impulse buying nexus. International Journal of Retail & Distribution Management, 48(5), 465–483. https://doi.org/10.1108/IJRDM-09-2019-0312
   Web of Science ®Google Scholar
• Hausman, A. (2000). A multi-method investigation of consumer motivations in impulse buying behavior. Journal of Consumer Marketing, 17(5), 403–426. https://doi.org/10.1108/07363760010341045
   Google Scholar
• He, Y., & Oppewal, H. (2018). See how much we’ve sold already! Effects of displaying sales and stock level information on consumers’ online product choices. Journal of Retailing, 94(1), 45–57. https://doi.org/10.1016/j.jretai.2017.10.002
   Web of Science ®Google Scholar
• Hellofs, L. L., & Jacobson, R. (1999). Market share and customers’ perceptions of quality: when can firms grow their way to higher versus lower quality? Journal of Marketing, 63(1), 16–25. https://doi.org/10.1177/0022242999063001
   Web of Science ®Google Scholar
• Herzallah, D., Muñoz Leiva, F., & Liébana-Cabanillas, F. (2022). To buy or not to buy, that is the question: understanding the determinants of the urge to buy impulsively on Instagram Commerce. Journal of Research in Interactive Marketing, 16(4), 477–493. https://doi.org/10.1108/JRIM-05-2021-0145
   Web of Science ®Google Scholar
• Huang, J. H., & Chen, Y. F. (2006). Herding in online product choice. Psychology & Marketing, 23(5), 413–428. https://doi.org/10.1002/mar.20119
   Web of Science ®Google Scholar
• Huyghe, E., Verstraeten, J., Geuens, M., & Van Kerckhove, A. (2017). Clicks as a healthy alternative to bricks: how online grocery shopping reduces vice purchases. Journal of Marketing Research, 54(1), 61–74. https://doi.org/10.1509/jmr.14.0490
   Web of Science ®Google Scholar
• Inthuyos, N., Chaiwutikornwanich, A., & Pornphrasertmani, S. (2021). Everyone else does it”: Influence of colleagues’ cheating and psychological mechanisms on individuals’ cheating in an organization. Kasetsart Journal of Social Sciences, 42(4), 770–778.
   Google Scholar
• Işler, D. B., & Atilla, G. (2013). Gender differences in impulse buying. International Journal of Business and Management Studies, 2(1), 176–182. https://doi.org/10.1108/13612020310484834
   Google Scholar
• Iyer, G. R., Blut, M., Xiao, S. H., & Grewal, D. (2020). Impulse buying: A meta-analytic review. Journal of the Academy of Marketing Science, 48(3), 384–404. https://doi.org/10.1007/s11747-019-00670-w
   Web of Science ®Google Scholar
• Jeong, H. J., & Kwon, K. N. (2012). The Effectiveness of Two Online Persuasion Claims: Limited Product Availability and Product Popularity. Journal of Promotion Management, 18(1), 83–99. https://doi.org/10.1080/10496491.2012.646221
   Google Scholar
• Kim, J. H., & Min, D. (2014). The effects of brand popularity as an advertising cue on perceived quality in the context of internet shopping. Japanese Psychological Research, 56(4), 309–319. https://doi.org/10.1111/jpr.12055
   Web of Science ®Google Scholar
• Knemeyer, A. M., & Naylor, R. W. (2011). Using behavioral experiments to expand our horizons and deepen our understanding of logistics and supply chain decision making. Journal of Business Logistics, 32(4), 296–302. https://doi.org/10.1111/j.0000-0000.2011.01025.x
   Web of Science ®Google Scholar
• Ku, G., Malhotra, D., & Murnighan, J. K. (2005). Towards a competitive arousal model of decision-making: A study of auction fever in live and internet auctions. Organizational Behavior and Human Decision Processes, 96(2), 89–103. https://doi.org/10.1016/j.obhdp.2004.10.001
   Web of Science ®Google Scholar
• Lamis, S. F., Handayani, P. W., & Fitriani, W. R. (2022). Impulse buying during flash sales in the online marketplace. Cogent Business & Management, 9(1), 2068402. https://doi.org/10.1080/23311975.2022.2068402
   Web of Science ®Google Scholar
• Lee, S. M., Ryu, G., & Chun, S. (2018). Perceived control and scarcity appeals. Social Behavior and Personality: An International Journal, 46(3), 361–374. https://doi.org/10.1080/23311975.2022.2068402
   Web of Science ®Google Scholar
• Lee, M., Kim, Y., & Fairhurst, A. (2009). Shopping value in online auctions: their antecedents and outcomes. Journal of Retailing and Consumer Services, 16(1), 75–82. https://doi.org/10.1016/j.jretconser.2008.11.003
   Google Scholar
• Leibenstein, H. (1950). Bandwagon, Snob and Veblen Effects in the Theory of Consumers’ Demand. The Quarterly Journal of Economics, 64Issue(2), 183. https://doi.org/10.2307/1882692
   Web of Science ®Google Scholar
• Leong, L. Y., Jaafar, N. I., & Ainin, S. (2018). The effects of Facebook browsing and usage intensity on impulse purchase in f-commerce. Computers in Human Behavior, 78, 160–173. https://doi.org/10.1016/j.chb.2017.09.033
   Web of Science ®Google Scholar
• Liao, C., To, P.-L., Wong, Y. C., Palvia, P. C., & Kakhki, M. D. (2016). The Impact of Presentation Mode and Product Type on Online Impulse Buying Decisions. Journal of Electronic Commerce Research, 17, 153.
   Web of Science ®Google Scholar
• Liu, Y., Li, H., & Hu, F. (2013). Website attributes in urging online impulse purchase: An empirical investigation on consumer perceptions. Decision Support Systems, 55(3), 829–837. https://doi.org/10.1016/j.dss.2013.04.001
   Web of Science ®Google Scholar
• Lynn, M. (1991). Scarcity effects on value: A quantitative review of the commodity theory literature. Psychology & Marketing, 8(1), 43–57. https://doi.org/10.1002/mar.4220080105
   Google Scholar
• Malhotra, N., & Birks, D. F. (2007). An applied approach. Marketing Research. Prentice Hall.
   Google Scholar
• Mattila, A. S., & Wirtz, J. (2008). The role of store environmental stimulation and social factors on impulse purchasing. Journal of Services Marketing, 22(7), 562–567. https://doi.org/10.1108/08876040810909686
   Google Scholar
• Mehrabian, A., & Russell, J. A. (1974). An Approach to Environmental Psychology. The MIT Press.
   Google Scholar
• Mohan, G., Sivakumaran, B., & Sharma, P. (2013). Impact of store environment on impulse buying behavior. European Journal of Marketing, 47(10), 1711–1732. https://doi.org/10.1108/EJM-03-2011-0110
   Web of Science ®Google Scholar
• Nelson, P. (1974). Advertising as Information. Journal of Political Economy, 82(4), 729–754. https://doi.org/10.1086/260231
   Web of Science ®Google Scholar
• Park, S., Rabinovich, E., Tang, C. S., Yin, R., & Yu, J. J. (2020). Should an online seller post inventory scarcity messages? Decision Sciences, 51(5), 1288–1308. https://doi.org/10.1111/deci.12402
   Web of Science ®Google Scholar
• Paul, J., Kaur, D. J., Arora, D. S., & Singh, M. S. V. (2022). Deciphering ‘Urge to Buy’: A Meta-Analysis of Antecedents. International Journal of Market Research, 64(6), 773–798. https://doi.org/10.1177/14707853221106317
   Web of Science ®Google Scholar
• Piron, F. (1991). Defining impulse purchasing. Advances in Consumer Research. http://acrwebsite.org/volumes/7206/volumes/v18/NA-18%0AAdvances
   Google Scholar
• Rook, D. W., & Hoch, S. J. (1985). Consuming Impulses. Advances in Consumer Research. https://www.acrwebsite.org/volumes/6351/volumes/v12/NA-12/full
   Google Scholar
• Rook, D. W. (1987). The buying impulse. Journal of Consumer Research, 14(2), 189. https://doi.org/10.1086/209105
   Web of Science ®Google Scholar
• Saad, M., & Metawie, M. (2015). Store environment, personality factors and impulse buying behavior in Egypt: The mediating roles of shop enjoyment and impulse buying tendencies. Journal of Business and Management Sciences, 3(2), 69–77. https://doi.org/10.12691/jbms-3-2-3
   Google Scholar
• Setyani, V., Zhu, Y. Q., Hidayanto, A. N., Sandhyaduhita, P. I., & Hsiao, B. (2019). Exploring the psychological mechanisms from personalized advertisements to UTBI on social media. International Journal of Information Management, 48(4), 96–107. https://doi.org/10.1016/j.ijinfomgt.2019.01.007
   Google Scholar
• 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
   Web of Science ®Google Scholar
• Singh, R. (2019). Why do online grocery shoppers switch or stay? An exploratory analysis of consumers’ response to online grocery shopping experience. International Journal of Retail & Distribution Management, 47(12), 1300–1317. https://doi.org/10.1108/IJRDM-10-2018-0224
   Web of Science ®Google Scholar
• Sundar, S. S., Oeldorf-Hirsch, A., & Xu, Q. (2008). The bandwagon effect of collaborative filtering technology [Paper presentation]. CHI’08 Extended Abstracts on Human Factors in Computing Systems (pp. 3453–3458). https://doi.org/10.1145/1358628.1358873
   Google Scholar
• Teubner, T., & Graul, A. (2020). Only one room left! How scarcity cues affect booking intentions on hospitality platforms. Electronic Commerce Research and Applications, 39, 100910. https://doi.org/10.1016/j.elerap.2019.100910
   Web of Science ®Google Scholar
• Tifferet, S., & Herstein, R. (2012). Gender differences in brand commitment, impulse buying, and hedonic consumption. Journal of Product & Brand Management, 21(3), 176–182. https://doi.org/10.1108/10610421211228793
   Google Scholar
• Utama, A., Sawitri, H. S. R., Haryanto, B., & Wahyudi, L. (2021). Impulse Buying: The Influence of Impulse Buying Tendency, Urge to Buy and Gender on Impulse Buying of the Retail Customers. Journal of Distribution Science, 19-7, 101–111.
   Google Scholar
• Wells, J. D., Parboteeah, V., & Valacich, J. S, University of Massachusetts Amherst. (2011). Online impulse buying: understanding the interplay between consumer impulsiveness and website quality. Journal of the Association for Information Systems, 12(1), 32–56. https://doi.org/10.17705/1jais.00254
   Web of Science ®Google Scholar
• Wu, C. S., Cheng, F. F., & Yen, D. C. (2008). The atmospheric factors of online storefront environment design: An empirical experiment in Taiwan. Information & Management, 45(7), 493–498. https://doi.org/10.1016/j.im.2008.07.004
   Web of Science ®Google Scholar
• Wu, Y., Xin, L., Li, D., Yu, J., & Guo, J. (2021). How does scarcity promotion lead to impulse purchase in the online market? A field experiments. Information & Management, 58(1), 103283. https://doi.org/10.1016/j.im.2020.103283
   Web of Science ®Google Scholar
• Xu, W., Jin, X., & Fu, R. (2021). The influence of scarcity and popularity appeals on sustainable products. Sustainable Production and Consumption, 27, 1340–1348. https://doi.org/10.1016/j.spc.2021.03.014
   Web of Science ®Google Scholar
• 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
   Google Scholar
• 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
   Web of Science ®Google Scholar
• Zafar, A. U., Qiu, J., Shahzad, M., Shen, J., Bhutto, T. A., & Irfan, M. (2021). Impulse buying in social commerce: bundle offer, top reviews, and emotional intelligence. Asia Pacific Journal of Marketing and Logistics, 33(4), 945–973. https://doi.org/10.1108/APJML-08-2019-0495
   Web of Science ®Google Scholar
• Zhang, X., Prybutok, V. R., & Koh, C. E. (2006). The role of impulsiveness in a TAM based online purchasing behaviour model. Information Resources Management Journal, 19(2), 54–68. https://doi.org/10.4018/irmj.2006040104
   Google Scholar
• Zhang, K. Z., 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
   Web of Science ®Google Scholar
• Zheng, X., Men, J., Yang, F., & Gong, X. (2019). Understanding impulse buying in mobile commerce: An investigation into hedonic and utilitarian browsing. International Journal of Information Management, 48, 151–160. https://doi.org/10.1016/j.ijinfomgt.2019.02.010
   Web of Science ®Google Scholar