Factors Shaping Student Debt Attitudes and Behaviours: A Systematic Review and a Pilot Qualitative Study at an Indonesian Multicultural University
DOI:
https://doi.org/10.31098/ijmesh.v8i1.1259Keywords:
Financial Behaviour; Debt Attitudes; Debt Behaviour; Student Loan; Economics EducationAbstract
The growing concern over student debt highlights its impact on both individual students and the broader economy. Investigating debt attitudes offers insights into an individual’s predisposition to incur debt, influencing debt levels, repayment discipline, and potential behavior modifications through education. This study employed a thematic analysis conducted using systematically selected literature from global databases to understand factors aligned with various debt attitude spectrums. Four global themes were identified: (I) Personal factors, (II) Social factors, and (III) Behavioral Factors as factors correlated with anti- and pro- debt attitudes and behavior. This research presents a global framework for understanding debt attitudes across diverse factors, which is adaptable to specific cultural contexts. Student debt is a complex issue. To fully understand it, we need to examine a broad range of factors, encompassing not only personal and behavioral aspects but also social perspectives. In addition, certain factors may hold greater significance depending on the context. Practical recommendations are offered for educators and policymakers as considerations for addressing debt.
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References
Agnew, S., & Harrison, N. (2015). Financial literacy and student attitudes to debt: A cross national study examining the influence of gender on personal finance concepts. Journal of Retailing and Consumer Services, 25, 122–129. https://doi.org/10.1016/j.jretconser.2015.04.006
Aisyah, N. (2023, January 17). Cerita Mahasiswa UNY Sulit Bayar UKT, Ada yang Utang Bank hingga Mandek Kuliah . DetikEdu. https://www.detik.com/edu/edutainment/d-6520701/cerita-mahasiswa-uny-sulit-bayar-ukt-ada-yang-utang-bank-hingga-mandek-kuliah
Almenberg, J., Lusardi, A., Säve-Söderbergh, J., & Vestman, R. (2021). Attitudes towards Debt and Debt Behavior*. Scandinavian Journal of Economics, 123(3), 780–809. https://doi.org/10.1111/sjoe.12419
Artavanis, N., & Karra, S. (2020). Financial literacy and student debt. The European Journal of Finance, 26(4–5), 382–401. https://doi.org/10.1080/1351847X.2019.1711435
Attride-Stirling, J. (2001). Thematic networks: an analytic tool for qualitative research. Qualitative Research, 1(3). https://doi.org/10.1177/146879410100100307
Bachan, R. (2014). Students’ expectations of debt in UK higher education. Studies in Higher Education, 39(5), 848–873. https://doi.org/10.1080/03075079.2012.754859
Bakar, E. A., Masud, J., & Jusoh, Z. M. (2006). Knowledge, attitude and perceptions of university students towards educational loans in Malaysia. Journal of Family and Economic Issues, 27(4), 692–701. https://doi.org/10.1007/s10834-006-9035-6
Bamforth, J., Jebarajakirthy, C., & Geursen, G. (2018). Understanding undergraduates’ money management behaviour: a study beyond financial literacy. International Journal of Bank Marketing, 36(7), 1285–1310. https://doi.org/10.1108/IJBM-05-2017-0104
Bandura, A. (1978). Self-efficacy: Toward a unifying theory of behavioral change. Advances in Behaviour Research and Therapy, 1(4), 139–161. https://doi.org/https://doi.org/10.1016/0146-6402(78)90002-4
Bourdieu, P., & Passeron, J. C. (1979). The Inheritors: French Students and Their Relation to Culture (p. 158).
Brown, S., Garino, G., & Taylor, K. (2013). HOUSEHOLD DEBT AND ATTITUDES TOWARD RISK. Review of Income and Wealth, 59(2), 283–304. https://doi.org/https://doi.org/10.1111/j.1475-4991.2012.00506.x
Callender, C. (2002). Student Debt: the causes and consequences of undergraduate borrowing in the UK. Journal of Social Policy, 31(3), 545–578. https://doi.org/10.1017/s0047279402386744
Callender, C., & Jackson, J. (2005). Does the fear of debt deter students from higher education? Journal of Social Policy, 34(4), 509–540. https://doi.org/10.1017/S004727940500913X
Chakrabarti, R., Gorton, N., Jiang, M., & van der Klaauw, W. (2017). Who is More Likely to Default on Student Loans? (Liberty Street Economics, Issue 20171120). Federal Reserve Bank of New York. https://EconPapers.repec.org/RePEc:fip:fednls:87226
Chien, Y. I. W., & Devaney, S. A. (2001). The effects of credit attitude and socioeconomic factors on credit card and installment debt. Journal of Consumer Affairs, 35(1), 162–179. https://doi.org/10.1111/j.1745-6606.2001.tb00107.x
Christie, H., & Munro, M. (2003). The Logic of Loans: Students’ perceptions of the costs and benefits of the student loan. British Journal of Sociology of Education, 24(5), 621–636. https://doi.org/10.1080/0142569032000127170
Chudry, F., Foxall, G., & Pallister, J. (2011). Exploring Attitudes and Predicting Intentions: Profiling Student Debtors Using an Extended Theory of Planned Behavior. Journal of Applied Social Psychology, 41(1), 119–149. https://doi.org/10.1111/j.1559-1816.2010.00705.x
Davies, E., & Lea, S. E. G. (1995). Student attitudes to student debt. Journal of Economic Psychology, 16(4), 663–679. https://doi.org/10.1016/0167-4870(96)80014-6
de Gayardon, A., Callender, C., & Green, F. (2019). The determinants of student loan take-up in England. Higher Education, 78(6), 965–983. https://doi.org/10.1007/s10734-019-00381-9
Delener, N. (1990). The effects of religious factors on perceived risk in durable goods purchase decisions. Journal of Consumer Marketing, 7(3), 27–38. https://doi.org/10.1108/EUM0000000002580
Fishbein, M., & Ajzen, I. (2011). Predicting and Changing Behavior. In Predicting and Changing Behavior. https://doi.org/10.4324/9780203838020
Goedde-Menke, M., Erner, C., & Oberste, M. (2017). Towards more sustainable debt attitudes and behaviors: the importance of basic economic skills. Journal of Business Economics, 87(5), 645–668. https://doi.org/10.1007/s11573-017-0854-8
Graeber, D. (2011). Debt: The First 5,000 Years. Melville House.
Gross, J. P. K., Cekic, O., Hossler, D., & Hillman, N. (2010). What Matters in Student Loan Default: A Review of the Research Literature. Journal of Student Financial Aid, 39. https://ir.library.louisville.edu/jsfa/vol39/iss1/2
Gudmunson, C. G., & Danes, S. M. (2011). Family Financial Socialization: Theory and Critical Review. Journal of Family and Economic Issues, 32(4), 644–667. https://doi.org/10.1007/s10834-011-9275-y
Gutter, M. S., Garrison, S., & Copur, Z. (2010). Social Learning Opportunities and the Financial Behaviors of College Students. Family and Consumer Sciences Research Journal, 38(4), 387–404. https://doi.org/https://doi.org/10.1111/j.1552-3934.2010.00034.x
Hancock, A. M., Jorgensen, B. L., & Swanson, M. S. (2013). College Students and Credit Card Use: The Role of Parents, Work Experience, Financial Knowledge, and Credit Card Attitudes. Journal of Family and Economic Issues, 34(4), 369–381. https://doi.org/10.1007/s10834-012-9338-8
Harrison, N., & Agnew, S. (2016). Individual and Social Influences on Students’ Attitudes to Debt: a Cross-National Path Analysis Using Data from England and New Zealand. Higher Education Quarterly, 70(4), 332–353. https://doi.org/10.1111/hequ.12094
Harrison, N., Agnew, S., & Serido, J. (2015). Attitudes to debt among indebted undergraduates: A cross-national exploratory factor analysis. Journal of Economic Psychology, 46, 62–73. https://doi.org/10.1016/j.joep.2014.11.005
Harrison, N., Chudry, F., Waller, R., & Hatt, S. (2015). Towards a typology of debt attitudes among contemporary young UK undergraduates. Journal of Further and Higher Education, 39(1), 85–107. https://doi.org/10.1080/0309877X.2013.778966
Haultain, S., Kemp, S., & Chernyshenko, O. S. (2010). The structure of attitudes to student debt. Journal of Economic Psychology, 31(3), 322–330. https://doi.org/10.1016/j.joep.2010.01.003
Hayhoe, C. R., Leach, L., Allen, M. W., & Edwards, R. (2005). Credit cards held by college students. Journal of Financial Counseling and Planning, 16(1), 1–10.
Hesketh, A. J. (1999). Towards an economic sociology of the student financial experience of higher education. Journal of Education Policy, 14(4), 385–410. https://doi.org/10.1080/026809399286251
Jorgensen, B. L., & Savla, J. (2010). Financial Literacy of Young Adults: The Importance of Parental Socialization. Family Relations, 59(4), 465–478. https://doi.org/https://doi.org/10.1111/j.1741-3729.2010.00616.x
Katona, G. (1975). Psychological economics. In Psychological economics. Elsevier.
Kennedy, B. P. (2013). The Theory of Planned Behaviour and Financial LIteracy. August 2013.
Kettley, N., Whitehead, J. M., & Raffan, J. (2008). Worried women, complacent men? Gendered responses to differential student funding in higher education. Oxford Review of Education, 34(1), 111–129. https://doi.org/10.1080/03054980701565360
Khraim, H. (2010). Measuring Religiosity in Consumer Research From an Islamic Perspective. Journal of Economic and Administrative Sciences, 26(1), 52–78. https://doi.org/10.1108/10264116201000003
Kottak, C. P. (2017). Appreciating Cultural Diversity. In Raj Soin College of Business. http://www.wright.edu/~scott.williams/LeaderLetter/culture.htm
Lea, S. E. G. (2021). Debt and Overindebtedness: Psychological Evidence and its Policy Implications. Social Issues and Policy Review, 15(1), 146–179. https://doi.org/10.1111/sipr.12074
LeBaron, A. B., & Kelley, H. H. (2021). Financial Socialization: A Decade in Review. In Journal of Family and Economic Issues (Vol. 42, pp. 195–206). Springer. https://doi.org/10.1007/s10834-020-09736-2
Lebdaoui, H., & Chetioui, Y. (2021). Antecedents of consumer indebtedness in a majority-Muslim country: Assessing the moderating effects of gender and religiosity using PLS-MGA. Journal of Behavioral and Experimental Finance, 29, 100443. https://doi.org/https://doi.org/10.1016/j.jbef.2020.100443
Livingstone, S. M., & Lunt, P. K. (1992). Predicting personal debt and debt repayment: Psychological, social and economic determinants. Journal of Economic Psychology, 13(1), 111–134. https://doi.org/10.1016/0167-4870(92)90055-C
Livingstone, S., & Lunt, P. (1993). Savers and Borrowers: Strategies of Personal Financial Management. Human Relations, 46(8), 963–985. https://doi.org/10.1177/001872679304600804
Lochner, L., & Monge-Naranjo, A. (2016). Student Loans and Repayment. Theory, Evidence, and Policy. In Handbook of the Economics of Education (1st ed., Vol. 5). Elsevier B.V. https://doi.org/10.1016/B978-0-444-63459-7.00008-7
Loibl, C., Letkiewicz, J., McNair, S., Summers, B., & Bruine de Bruin, W. (2021). On the association of debt attitudes with socioeconomic characteristics and financial behaviors. Journal of Consumer Affairs, 55(3), 939–966. https://doi.org/10.1111/joca.12384
Looney, A., & Yannelis, C. (2015). ‘A crisis in student loans?: How changes in the characteristics of borrowers and in the institutions they attended contributed to rising loan defaults’, (Brookings Papers on Economic Activity ).
Lopez-Garrido, G. (2023, August 14). Locus Of Control Theory In Psychology: Definition & Examples. Simply Psychology. https://www.simplypsychology.org/locus-of-control.html
Lusardi, A., & Mitchell., O. S. ,. (2013). The Economic Importance of Financial Literacy: Theory and Evidence (Pension Research Council Working Paper Pension Research Council). https://doi.org/DOI: 10.1257/jel.52.1.5
Lusardi, A., & Mitchelli, O. S. (2007). Financial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education. Business Economics, 42(1), 35–44. https://doi.org/10.2145/20070104
Lusardi, A., & Tufano, P. (2015). Debt literacy, financial experiences, and overindebtedness. Journal of Pension Economics and Finance, 14(4), 332–368. https://doi.org/DOI: 10.1017/S1474747215000232
Lusardi, A., Mitchell, O. S., & Curto, V. (2010). Financial Literacy among the Young. Journal of Consumer Affairs, 44(2), 358–380. https://doi.org/https://doi.org/10.1111/j.1745-6606.2010.01173.x
Mangrum, D., Scally, J., & Wang, C. (2022). Three Key Facts from the Center for Microeconomic Data’s 2022 Student Loan Update (Liberty Street Economics, Issue 20220809). Federal Reserve Bank of New York. https://EconPapers.repec.org/RePEc:fip:fednls:94586
Marriott, P. (2007). An analysis of first experience students’ financial awareness and attitude to debt in a post-1992 uk university. Higher Education Quarterly, 61(4), 498–519. https://doi.org/10.1111/j.1468-2273.2007.00369.x
Mashabi, S., & Ihsan, D. (2024, January 31). Masalah Pinjol, ITB: Bermula dari Banyaknya Mahasiswa yang Nunggak UKT. Kompas . https://www.kompas.com/edu/read/2024/01/31/164647371/masalah-pinjol-itb-bermula-dari-banyaknya-mahasiswa-yang-nunggak-ukt
McCall, M., & Eckrich, D. W. (2006). Sex of respondent and credit attitudes as predictors of credit card use and debt payment. Psychological Reports, 98(3), 892–894. https://doi.org/10.2466/PR0.98.3.892-894
McDaniel, S. W., & Burnett, J. J. (1990). Consumer religiosity and retail store evaluative criteria. Journal of the Academy of Marketing Science, 18(2), 101–112
Mewse, A. J., Lea, S. E. G., & Wrapson, W. (2010). First steps out of debt: Attitudes and social identity as predictors of contact by debtors with creditors. Journal of Economic Psychology, 31(6), 1021–1034. https://doi.org/10.1016/j.joep.2010.08.009
Norvilitis, J. M. (2014). Changes over time in college student credit card attitudes and debt: Evidence from One campus. Journal of Consumer Affairs, 48(3), 634–647. https://doi.org/10.1111/joca.12043
Norvilitis, J. M., & MacLean, M. G. (2010). The role of parents in college students’ financial behaviors and attitudes. Journal of Economic Psychology, 31(1), 55–63. https://doi.org/10.1016/j.joep.2009.10.003
Norvilitis, J. M., Szablicki, P. B., & Wilson, S. D. (2003). Factors influencing levels of credit-card debt in college students. Journal of Applied Social Psychology, 33(5), 935–947. https://doi.org/10.1111/j.1559-1816.2003.tb01932.x
Norvilitis, JM., Merwin, MM., Osberg, TM., Roehling, PV., Young, P., Kamas, MM. (2006). Personality Factors, Money Attitudes, Financial Knowledge, and Credit-Card Debt in College Students. Journal of Applied Social Psychology, 1395–1413.
O’Loughlin, D., & Szmigin, I. (2006). “i’ll always be in debt”: Irish and UK student behaviour in a credit led environment. Journal of Consumer Marketing, 23(6), 335–343. https://doi.org/10.1108/07363760610701878
Palmer, T. S., Pinto, M. B., & Parente, D. H. (2001). College students’ credit card debt and the role of parental involvement: Implications for public policy. Journal of Public Policy and Marketing, 20(1), 105–113. https://doi.org/10.1509/jppm.20.1.105.17293
Penman, S., & Mcneill, L. S. (2008). Spending their way to adulthood: Consumption outside the nest. Young Consumers, 9(3), 155–169. https://doi.org/10.1108/17473610810901598
Pinto, M. B., Mansfield, P. M., & Parente, D. H. (2004). Relationship of credit attitude and debt to self-esteem and locus of control in college-age consumers. Psychological Reports, 94(3 II), 1405–1418. https://doi.org/10.2466/pr0.94.3c.1405-1418
Prasetyo, A.J. (2024, January 31). Mahasiswa ITB Tunggak UKT, Kemendikbud Dituntut Rasional Berikan Target ke Kampus. Tempo Bisnis. https://bisnis.tempo.co/read/1827913/mahasiswa-itb-tunggak-ukt-kemendikbud-dituntut-rasional-berikan-target-ke-kampus
Scott, A. J., Lewis, A., & Lea, S. E. G. (2001). Student debt: The causes and consequences of undergraduate borrowing in the UK. https://api.semanticscholar.org/CorpusID:141852102
Shafinar, I., Serguieva, A., & Satwinder Singh. (2011). Journal of International Education in Business. Journal of International Education in Business, Vol. 4(No. 2), 125–140. https://doi.org/https://doi.org/10.1108/18363261111189522
Shim, S., Barber, B. L., Card, N. A., Xiao, J. J., & Serido, J. (2010). Financial Socialization of First-year College Students: The Roles of Parents, Work, and Education. Journal of Youth and Adolescence, 39(12), 1457–1470. https://doi.org/10.1007/s10964-009-9432-x
Shim, S., Xiao, J. J., Barber, B. L., & Lyons, A. C. (2009). Pathways to life success: A conceptual model of financial well-being for young adults. Journal of Applied Developmental Psychology, 30(6), 708–723. https://doi.org/10.1016/j.appdev.2009.02.003
Shyan-Fam, K., Waller, D. S., & Zafer Erdogan, B. (2004). The influence of religion on attitudes towards the advertising of controversial products. European Journal of Marketing, 38(5/6), 537–555. https://doi.org/10.1108/03090560410529204
Tamir, C., Connaughton, A., & Salazar, A. M. (2020, July 20). The global god divide. https:// www.pewresearch.org/global/2020/07/20/the-global-god-divide/
Verklan, E. (2018). Doing What You Love in the Age of Mass Debt. Lateral, 7(1). https://doi.org/10.25158/l7.1.9
Wang, A. (2011). Effects of gender, ethnicity, and work experience on college students’ credit card debt: Implications for wealth advisors. Journal of Wealth Management, 14(2), 85–100. https://doi.org/10.3905/jwm.2011.14.2.085
Webley, P., & Nyhus, E. K. (2001). Life-cycle and dispositional routes into problem debt. British Journal of Psychology, 92(3), 423–446. https://doi.org/https://doi.org/10.1348/000712601162275
Weekes, T. (2004). Spending on clothing and attitudes to debt in the UK. Journal of Fashion Marketing and Management, 8(1), 113–122. https://doi.org/10.1108/13612020410518736
Welding, L. (2023, December 18). Student Loan Default Rate: Facts and Statistics. Best Colleges. https://www.bestcolleges.com/research/student-loan-default-rate-facts-statistics/
West, T. (2020). Women pay their way on income contingent student debt. Policy Futures in Education, 18(8), 937–956. https://doi.org/10.1177/1478210319895182
Wilkes, R. E., Burnett, J. J., & Howell, R. D. (1986). On the Meaning and Measurement of Religiosity in Consumer Research. Journal of the Academy of Marketing Science, 14(1), 47–56. https://doi.org/10.1177/009207038601400107
Woo, J. H., Bentz, A. H., Lew, S., Velez, E. D., & Smith, N. (2017). Repayment of Student Loans as of 2015 Among 1995-96 and 2003-04 First-Time Beginning Students (PDF). https://nces.ed.gov/pubs2018/2018410.pdf
Xiao, J. J., Noring, F. E., & Anderson, J. G. (1995). College students’ attitudes towards credit cards. Journal of Consumer Studies & Home Economics, 19(2), 155–174. https://doi.org/10.1111/j.1470-6431.1995.tb00540.x
Xiao, J. J., Tang, C., Serido, J., & Shim, S. (2011). Antecedents and consequences of risky credit behavior among college students: Application and extension of the theory of planned behavior. Journal of Public Policy and Marketing, 30(2), 239–245. https://doi.org/10.1509/jppm.30.2.239
Xiao, Y., & Watson, M. (2019). Guidance on Conducting a Systematic Literature Review. Journal of Planning Education and Research, 39(1), 93–112. https://doi.org/10.1177/0739456X17723971
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