Determinants of compulsive buying among Jakarta credit card users: PLS-SEM analysis of direct and indirect effects

Document Type : Original Article

Authors

Faculty of Social Sciences and Humanities, University of Bunda Mulia, Jakarta, Indonesia

Abstract

Payment systems have evolved quite quickly throughout the history of payment systems and the advent of digital technologies. In the digital age, economic expansion in Indonesia has resulted in an increase in the banking population and the growth of cashless payment channels. Surprisingly, despite the introduction of new non-cash payment channels, many consumers continue to use credit cards, particularly in major cities. Much previous research has indicated that the role of credit cards is directly tied to materialism and purchasing behavior. This is especially pertinent to impulsive and compulsive purchase behavior, which credit cards are extremely likely to facilitate. The purpose of this study was to investigate how materialism influences credit card use as well as impulsive and compulsive buying. This study also investigates whether materialism has mediation effects on compulsive buying. Adult credit card users in Jakarta were polled for the data. This quantitative approach, with 197 participants employs SEM-PLS and SMART PLS 3.0. Materialism influences credit card use and impulsive purchasing. In this instance, impulsive purchases become compulsive. Meanwhile, compulsive buying is caused by internal forces, and credit card use has no impact on it.

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Main Subjects


Adamczyk, G., Capetillo-Ponce, J., & Szczygielski, D. (2020). Compulsive Buying in Poland. An Empirical Study of People Married or in a Stable Relationship. Journal of Consumer Policy, 43(3), 593–610. https://doi.org/10.1007/s10603-020-09450-4
Atulkar, S., & Kesari, B. (2018). Role of consumer traits and situational factors on impulse buying: does gender matter? International Journal of Retail and Distribution Management, 46(4), 386–405. https://doi.org/10.1108/IJRDM-12-2016-0239
Badgaiyan, A. J., Verma, A., & Dixit, S. (2016). Impulsive buying tendency: Measuring important relationships with a new perspective and an indigenous scale. IIMB Management Review, 28(4), 186–199. https://doi.org/10.1016/j.iimb.2016.08.009
Brici, N., Hodkinson, C., & Sullivan-Mort, G. (2013). Conceptual differences between adolescent and adult impulse buyers. Young Consumers, 14(3), 258–279. https://doi.org/10.1108/YC-01-2013-00340
Chauhan, S., Banerjee, R., & Dagar, V. (2021). Analysis of Impulse Buying Behaviour of Consumer During COVID-19: An Empirical Study. Millennial Asia, September. https://doi.org/10.1177/09763996211041215
Cheema, A., & Soman, D. (2006). Malleable mental accounting: The effect of flexibility on the justification of attractive spending and consumption decisions. Journal of Consumer Psychology, 16(1), 33–44. https://doi.org/10.1207/s15327663jcp1601_6
Christian, M., Yulita, H., Girsang, L. R., Wibowo, S., Indriyarti, E. R., & Sunarno, S. (2023). The Impact of Cashless Payment in Application-Based Transportation on Gen Z User Behavior in Jakarta. 2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD), 1–6. https://doi.org/10.1109/ITIKD56332.2023.10100198
Christian, M., Yulita, H., Yuniarto, Y., Wibowo, S., Indriyarti, E. R., & Sunarno, S. (2023). Resistant to Technology and Digital Banking Behavior Among Jakarta’s Generation Z. 2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD), 1–6. https://doi.org/10.1109/ITIKD56332.2023.10099594
Clark, M., & Calleja, K. (2008). Shopping addiction: A preliminary investigation among Maltese university students. Addiction Research and Theory, 16(6), 633–649. https://doi.org/10.1080/16066350801890050
Cuandra, F., & Kelvin, K. (2021). Analysis of influence of materialism on impulsive buying and compulsive buying with credit card use as mediation variable. Journal. Feb. Unmul. Ac. Id, 13(1), 7–16.
Darrat, A. A., Darrat, M. A., & Amyx, D. (2016). How impulse buying influences compulsive buying: The central role of consumer anxiety and escapism. Journal of Retailing and Consumer Services, 31, 103–108. https://doi.org/10.1016/j.jretconser.2016.03.009
Dawson, S., & Kim, M. (2009). External and internal trigger cues of impulse buying online. Direct Marketing, 3(1), 20–34. https://doi.org/10.1108/17505930910945714
De Barros, A. P., Ishikiriyama, C. S., Peres, R. C., & Gomes, C. F. S. (2015). Processes and benefits of the application of information technology in supply chain management: An analysis of the literature. Procedia Computer Science, 55, 698–705. https://doi.org/10.1016/j.procs.2015.07.077
Dittmar, H. (2005). A new look at “compulsive buying”: Self-discrepancies and materialistic values as predictors of compulsive buying tendency. Journal of Social and Clinical Psychology, 24(6), 832–859. https://doi.org/10.1521/jscp.2005.24.6.832
Dittmar, H., & Bond, R. (2010). “I want it and I want it now”: Using a temporal discounting paradigm to examine predictors of consumer impulsivity. British Journal of Psychology, 101(4), 751–776. https://doi.org/10.1348/000712609X484658
Eaglen, M. (2017). Compulsive buying behavior: Re ‐ evaluating its dimensions and screening. 16, 463–473.
Faber, R. J., & Thomas, C. O. (1989). Classifying Compulsive Consumers: Advances in the Development of a Diagnostic Tool. ACR North American Advances.
Fogel, J., Schneider, M., Fogel, J., & Schneider, M. (2012). Credit card use: disposable income and employment status. 4–15. https://doi.org/10.1108/17473611111114740
Foscht, T., Maloles, C., Swoboda, B., & Chia, S. L. (2010). Debit and credit card usage and satisfaction: Who uses which and why - evidence from Austria. International Journal of Bank Marketing, 28(2), 150–165. https://doi.org/10.1108/02652321011018332
Gawior, B., Polasik, M., & Lluís Del Olmo, J. (2022). Credit Card Use, Hedonic Motivations, and Impulse Buying Behavior in Fast Fashion Physical Stores during COVID-19: The Sustainability Paradox. Sustainability (Switzerland), 14(7). https://doi.org/10.3390/su14074133
Gogoi, B. J., & Shillong, I. (2020). Do Impulsive Buying Influence Compulsive Buying? Academy of Marketing Studies Journal, 24(4), 1–15.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., Black, W. C., & Anderson, R. E. (2018). Multivariate Data Analysis. https://doi.org/10.1002/9781119409137.ch4
Harnish, R. J., Bridges, K. R., Gump, J. T., & Carson, A. E. (2019). The Maladaptive Pursuit of Consumption: The Impact of Materialism, Pain of Paying, Social Anxiety, Social Support, and Loneliness on Compulsive Buying. International Journal of Mental Health and Addiction, 17(6), 1401–1416. https://doi.org/10.1007/s11469-018-9883-y
Indriyarti, E. R., Christian, M., Yulita, H., Aryati, T., & Arsjah, R. J. (2023). Digital Bank Channel Distribution: Predictors of Usage Attitudes in Jakarta’s Gen Z. Journal of Distribution Science, 21(2), 21–34. https://doi.org/10.15722/jds.21.02.202302.21
Islam, T., Sheikh, Z., Hameed, Z., Khan, I. U., & Azam, R. I. (2018). Social Comparison, Materialism, And Compulsive Buying Based On Stimulus-Response- Model: A Comparative Study Among Adolescents and Young Adults. Young Consumers, 19(1), 19-37.
Jeffrey S, P., & Susan A, A. (2012). An Examination of the Relationships Between Materialism, Conspicious Consumption, Impulse Buying, And Brand Loyalti. Journal of Marketing Theory and Practice, 20, 319–333. https://doi.org/10.2753/MTP1069-6679200306
Khandelwal, R., Kolte, A., Veer, N., & Sharma, P. (2022). Compulsive Buying Behaviour of Credit Card Users and Affecting Factors Such as Financial Knowledge, Prestige and Retention Time: A Cross-sectional Research. Vision, 26(2), 172–180. https://doi.org/10.1177/0972262920981428
Khare, A. (2014). Money Attitudes, Materialism, and Compulsiveness: Scale Development and Validation. Journal of Global Marketing, 27(1), 30–45. https://doi.org/10.1080/08911762.2013.850140
Landa-Blanco, M. (2022). Predictors of impulsive buying: attitudes towards money, debt, irrational happiness, materialism, and sustainable consumption in Honduras. Universidad y Sociedad, 14(6), 404–413.
Lim, X.-J., Cheah, J.-H., Cham, T. H., Ting, H., & Memon, M. A. (2020). Compulsive buying of branded apparel, its antecedents, and the mediating role of brand attachment. Asia Pacific Journal of Marketing and Logistics, 32(7), 1539–1563. https://doi.org/10.1108/APJML-03-2019-0126
Mamuaya, N. C., & Pandowo, A. (2018). The effect of the situational factor, store atmosphere, and sales promotion on hedonic shopping motivation and its implication on supermarket consumer impulsive buying in Manado city. Journal of Business and Retail Management Research, 13(2). https://doi.org/10.24052/JBRMR/V13IS02/ART-01
Moon, M. A., & Attiq, S. (2018). Compulsive buying behavior: Antecedents, consequences and prevalence in shopping mall consumers of an emerging economy. Pakistan Journal of Commerce and Social Science, 12(2), 548–570.
O’Guinn, T. C., & Faber, R. J. (1989). Compulsive Buying: A Phenomenological Exploration. Journal of Consumer Research, 16(2), 147. https://doi.org/10.1086/209204
Omar, N. A., Rahim, R. A., Wel, C. A. C., & Alam, S. S. (2014). Compulsive buying and credit card misuse among credit card holders: The roles of self-esteem, materialism, impulsive buying and budget constraint. Intangible Capital, 10(1), 52–74. https://doi.org/10.3926/ic.446
ÖZDEMİR, N. (2022). Materialism and Compulsive Buying: A Moderated Mediation Model of Impulsive Buying and Religiosity. MANAS Sosyal Araştırmalar Dergisi, 11(4), 1603–1614. https://doi.org/10.33206/mjss.1127198
Park, H., & Burns, L. D. (2005). Fashion orientation, credit card use, and compulsive buying. Journal of Consumer Marketing, 22(3), 135-141. https://doi.org/10.1108/07363760510595959
Pieters, R. (2013). Bidirectional dynamics of materialism and loneliness: Not just a vicious cycle. Journal of Consumer Research, 40(4), 615–631. https://doi.org/10.1086/671564
Pinto, M. B., Parente, D. H., & Palmer, T. S. (2000). Materialism and credit card use by college students. Psychological Reports, 86(2), 643–652. https://doi.org/10.2466/pr0.2000.86.2.643
Pirog, S. F., & Roberts, J. A. (2007). Personality and credit card misuse among college students: The mediating role of impulsiveness. Journal of Marketing Theory and Practice, 15(1), 65–77. https://doi.org/10.2753/MTP1069-6679150105
Porto, N., Huang, Y., & Xiao, J. J. (2019). CREDIT CARD ADOPTION and USAGE in CHINA: URBAN-RURAL COMPARISONS. Singapore Economic Review, 64(1), 41–56. https://doi.org/10.1142/S021759081743010X
Potter, J. and Wiggins, S. (2007). Discursive psychology. In: Handbook of qualitative research in psychology. Sage, 73-90.
Pradhan, D., Israel, D., & Jena, A. K. (2018). Materialism and compulsive buying behaviour: The role of consumer credit card use and impulse buying. Asia Pacific Journal of Marketing and Logistics, 30(5), 1239–1258. https://doi.org/10.1108/APJML-08-2017-0164
Raghubir, P., & Srivastava, J. (2009). The denomination effect. Journal of Consumer Research, 36(4), 701–713. https://doi.org/10.1086/599222
Rahman, M. F., & Hossain, M. S. (2022). The impact of website quality on online compulsive buying behavior: evidence from online shopping organizations. South Asian Journal of Marketing, 4(1), 1–16. https://doi.org/10.1108/sajm-03-2021-0038
Rashid, M. A., Islam, T., Malik, M. U., & Ahmer, Z. (2019). Impact of Materialism on Impulsive Buying: Mediating Role of Credit Card Use and Brand Loyalty. Pakistan Economic and Social Review, 57(1), 23–46.
Richins, M. L. (2011). Spending: Implications for Credit Use Spending: Implications for Credit Use. 30(NOVEMBER 2011), 141–156. https://doi.org/10.2307/23209270
Richins, M. L., & Dawson, S. (1992). A Consumer Values Orientation for Materialism and Its Measurement: Scale Development and Validation. Journal of Consumer Research, 19(3), 303. https://doi.org/10.1086/209304
Ridgway, N. M., Kukar-Kinney, M., & Monroe, K. B. (2008). An Expanded Conceptualization and a New Measure of Compulsive Buying. Journal of Consumer Research, 35(4), 622–639. https://doi.org/10.1086/591108
Roberts, J. A., & Jones, E. (2001). Money attitudes, credit card use, and compulsive buying among American college students. Journal of Consumer Affairs, 35(2), 213–240. https://doi.org/10.1111/j.1745-6606.2001.tb00111.x
Rook, D. W., & Fisher, R. J. (1995). Normative Influences on Impulsive Buying Behavior. Journal of Consumer Research, 22(3), 305. https://doi.org/10.1086/209452
Sarofim, S., Chatterjee, P., & Rose, R. (2020). When store credit cards hurt retailers: The differential effect of paying credit card dues on consumers’ purchasing behavior. Journal of Business Research, 107(April), 290–301. https://doi.org/10.1016/j.jbusres.2018.08.031
Sekaran, U., & Bougie, R. (2020). Research Methods for Business. Wiley.
Shammout, E., D’Alessandro, S., Small, F., & Nayeem, T. (2022). Lifting the curtain on cultural values, materialism and luxury consumption: Evidence from Jordan. Journal of Consumer Behaviour, 21(5), 987–1001. https://doi.org/10.1002/cb.2053
Soman, D. (2001). Effects of payment mechanism on spending behavior: The role of rehearsal and immediacy of payments. Journal of Consumer Research, 27(4), 460–474. https://doi.org/10.1086/319621
Tantawi, P. I. (2023). Materialism, life satisfaction and Compulsive Buying Behavior: An empirical investigation on Egyptian consumers amid Covid‑19 pandemic. International Review on Public and Nonprofit Marketing. https://doi.org/10.1007/s12208-022-00360-4
Thomas, M., Desai, K. K., & Seenivasan, S. (2011). How credit card payments increase unhealthy food purchases: Visceral regulation of vices. Journal of Consumer Research, 38(1), 126–139. https://doi.org/10.1086/657331
Thompson, E. R., & Prendergast, G. P. (2015). The influence of trait affect and the five-factor personality model on impulse buying. Personality and Individual Differences, 76, 216–221. https://doi.org/10.1016/j.paid.2014.12.025
Tokgoz, E. (2020). Impact of Materialistic Values on Impulsive and Compulsive Consumption via Status Consumption: A Research on Young Consumers. Business and Economics Research Journal, 11(1), 261–278. https://doi.org/10.20409/berj.2020.249
Trinh, H. N., Tran, H. H., & Vuong, D. H. Q. (2020). Determinants of consumers’ intention to use credit card: a perspective of multifaceted perceived risk. Asian Journal of Economics and Banking, 4(3), 105–120. https://doi.org/10.1108/ajeb-06-2020-0018
Wang, Z., & Wolman, A. (2018). The Decline in Currency Use at a National Retail Chain. Economic Quarterly, 104(02), 53–77. https://doi.org/10.21144/eq1040201
Watson, J. J. (2003). The relationship of materialism to spending tendencies, saving, and debt. Journal of Economic Psychology, 24(6), 723–739. https://doi.org/10.1016/j.joep.2003.06.001
www.akki.or.id. (n.d.). https://www.akki.or.id/index.php/credit-card-growth.
Zainudin, R., Mahdzan, N. S., & Yeap, M. Y. (2019). Determinants of credit card misuse among Gen Y consumers in urban Malaysia. International Journal of Bank Marketing, 37(5), 1350–1370. https://doi.org/10.1108/IJBM-08-2018-0215