Perspective Young Generation in Investing Saving : SEM PLS Approach
Young investors on the IDX have experienced a significant increase in recent years. This could be a sign of how they are starting to pay attention to investments and savings. This study is aimed at finding out the factors that affect the investment and savings behavior of young people. This study adopts a quantitative research type. The approach used is the purposive sampling method. The data collection method used was a survey using a questionnaire. The questionnaire was given to young people in Indonesia through an online survey specifically designed to obtain data related to Investment and Savings factors. A total of 288 respondents were then used in the empirical analysis. The data obtained was analyzed using SEM data analysis techniques, using Smart PLS 4 software. The relationship hypothesis is created using partial and determinant structural equation modeling. The results of the partial test showed that financial knowledge and management & liquidity had no effect on investment and savings variables. The variables of financial behavior and financial & tax planning have a significant positive effect on the variables of investment and savings. Meanwhile, in terms of determination, independent variables correlated 46% with the dependent variables studied. This research has novelties of the variables of financial and tax planning, liquidity management that have not been studied by researchers before
Keywords : Financial; Knowledge; Behavior; Investing Saving
- Agner, J. (2020). New Facility Transition And Activation Budget Planning.
- Alkhawaja, S. O., & Albaity, M. (2022). Retirement saving behavior: evidence from UAE. Journal of Islamic Marketing, 13(2), 265–286. https://doi.org/10.1108/JIMA-03-2020-0072
- Aprea, C., Wuttke, E., Breuer, K., Koh, N. K., Davies, P., Greimel-Fuhrmann, B., & Lopus, J. S. (2016). International handbook of financial literacy. In International Handbook of Financial Literacy. https://doi.org/10.1007/978-981-10-0360-8
- 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
- Brannon, D. C., & Manshad, M. S. (2022). Personal saving orientation is associated with higher likelihood of paying with cash versus credit: The role of financial power signaling. Personality and Individual Differences, 190, 1–9. https://doi.org/10.1016/j.paid.2022.111547
- Caldwell, M. (2019). Reasons Why You Should Budget Your Money. Www.Thebalancemoney.Com. https://www.thebalancemoney.com/reasons-to-budget-money-2385699
- Carlson, E. T., & Eadens, D. W. (2023). Relationships between state mandates for financial education and young adults’ financial literacy and capability. Journal of Pedagogical Research, 7(5), 97–110. https://doi.org/10.33902/JPR.202321288
- Cone, R. J., Cone, B. M., Paul, K. D., Arguello, A. M., Mccalman, D. M., Mcgwin, G., Porter, S. E., Ames, S. E., Johnson, M. D., & Ponce, B. A. (2022). Financial Literacy in Orthopaedic Surgery Residents: A COERG Survey. Journal of the American Academy of Orthopaedic Surgeons Global Research and Reviews, 6(2), 1–6. https://doi.org/10.5435/JAAOSGlobal-D-21-00276
- Cruz, L. A., Peñaloza, V., Porto, N., & An, T. (2025). The role of personal and cultural values on saving behavior: a cross-national analysis. International Journal of Sociology and Social Policy, 45(1–2), 257–273. https://doi.org/10.1108/IJSSP-08-2024-0395
- Cucinelli, D., & Soana, M. G. (2023). Investor preferences, financial literacy and intermediary choice towards sustainability. Research in International Business and Finance, 66(June), 102027. https://doi.org/10.1016/j.ribaf.2023.102027
- Deventer, M. van. (2020). African generation y students’ personal finance behavior and knowledge. Investment Management and Financial Innovations, 17(4), 136–144. https://doi.org/10.21511/imfi.17(4).2020.13
- Di Maggio, U., & Verde, F. M. Lo. (2023). Household Budget Management and Financial Behaviour of the Italian Family in Times of Crisis. Italian Sociological Review, 13(1), 1–28. https://doi.org/10.13136/isr.v13i1.632
- Faulkner, A. E. (2017). Financial literacy education in the United States: Exploring popular personal finance literature. Journal of Librarianship and Information Science, 49(3), 287–298. https://doi.org/10.1177/0961000615616106
- Fornell, C., & Larcker, D. F. (1981). Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics. Journal of Marketing Research, 18(3), 382. https://doi.org/10.2307/3150980
- García Mata, O. (2021). The effect of financial literacy and gender on retirement planning among young adults. International Journal of Bank Marketing, 39(7), 1068–1090. https://doi.org/10.1108/IJBM-10-2020-0518
- Goyal, K., Kumar, S., & Hoffmann, A. (2023). The direct and indirect effects of financial socialization and psychological characteristics on young professionals’ personal financial management behavior. International Journal of Bank Marketing. https://doi.org/10.1108/IJBM-09-2022-0419
- Goyal, K., Kumar, S., Rao, P., Colombage, S., & Sharma, A. (2021). Financial distress and COVID-19: evidence from working individuals in India. Qualitative Research in Financial Markets, 13(4), 503–528. https://doi.org/10.1108/QRFM-08-2020-0159
- Grima, S., & Pavia, S. (2019). Retirement planning by maltese nationals: A study of influential factors. Contemporary Studies in Economic and Financial Analysis, 101, 227–259. https://doi.org/10.1108/S1569-375920190000101016
- Gupta, S., & Mohammad, F. (2025). Mapping the mindset for personal financial planning. Management Research Review, 48(4), 604–624. https://doi.org/10.1108/MRR-03-2024-0188
- Hilgert, M. A., & Hogarth, J. M. (2003). Household Financial Management: The Connection between Knowledge and Behavior Marianne. Federal Reserve Bulletin, 89, 309–322. https://doi.org/10.15381/rivep.v20i2.609
- IDX. (2025). Dorong Peningkatan Penelitian Akademis terkait Pasar Modal Syariah, SRO Resmikan Centre of Research for Islamic Capital Market FPEB UPI.
- Isnur, P. (2025). 2025, Selamat Datang Gen Beta! Www.Indonesiabaik.Id. https://indonesiabaik.id/infografis/2025-selamat-datang-gen-beta
- Jia, D., Li, R., Bian, S., & Gan, C. (2021). Financial Planning Ability, Risk Perception and Household Portfolio Choice. Emerging Markets Finance and Trade, 57(8), 2153–2175. https://doi.org/10.1080/1540496X.2019.1643319
- Jin, X., Chen, C., & Yang, X. (2024). The effect of international media news on the global stock market. International Review of Economics and Finance, 89(PA), 50–69. https://doi.org/10.1016/j.iref.2023.07.096
- Joo, S. H., & Grable, J. E. (2004). An exploratory framework of the determinants of financial satisfaction. Journal of Family and Economic Issues, 25(1), 25–50. https://doi.org/10.1023/B:JEEI.0000016722.37994.9f
- Kappal, J. M., & Rastogi, S. (2020). Investment behaviour of women entrepreneurs. Qualitative Research in Financial Markets, 12(4), 485–504. https://doi.org/10.1108/QRFM-04-2020-0053
- Karakara, A. A. W., Sebu, J., & Dasmani, I. (2022). Financial literacy, financial distress and socioeconomic characteristics of individuals in Ghana. African Journal of Economic and Management Studies, 13(1), 29–48. https://doi.org/10.1108/AJEMS-03-2021-0101
- Kock, T. H., & Yoong, F. J. (2011). Knowing when to retire: The first step towards financial planning in Malaysia. Educational Gerontology, 37(10), 854–884. https://doi.org/10.1080/03601277.2010.485008
- Komyagin, D. L. (2016). Budget investments in Russia: Not investment but transformation of public property. Research in Finance, 32, 257–267. https://doi.org/10.1108/S0196-382120160000032011
- Le Fur, E., & Outreville, J.-F. (2022). Financial literacy, education and risk aversion: a survey of French students. Managerial Finance, 48(9/10), 1530–1543. https://doi.org/10.1108/MF-10-2021-0509
- Lee, J. M., & Hanna, S. D. (2015). Savings goals and saving behavior from a perspective of Maslow’s hierarchy of needs. Journal of Financial Counseling and Planning, 26(2), 129–147. https://doi.org/10.1891/1052-3073.26.2.129
- Leguina, A. (2015). A primer on partial least squares structural equation modeling (PLS-SEM). International Journal of Research & Method in Education, 38(2), 220–221. https://doi.org/10.1080/1743727X.2015.1005806
- Leong, S., & Cheng, H. K. (2025). Empowering financially responsible students: A systematic literature review on the role of lecturers and sustainable pedagogies in financial literacy education. Cleaner and Responsible Consumption, 17(March), 100288. https://doi.org/10.1016/j.clrc.2025.100288
- Long, T. Q., Morgan, P. J., & Yoshino, N. (2023). Financial literacy, behavioral traits, and ePayment adoption and usage in Japan. Financial Innovation, 9(1). https://doi.org/10.1186/s40854-023-00504-3
- Lučić, A., Erceg, N., & Barbić, D. (2025). Determinants of tweens’ saving intentions: a cross-sectional study. International Journal of Bank Marketing, 43(2), 239–261. https://doi.org/10.1108/IJBM-08-2023-0468
- Mahapatra, M. S., & Mishra, R. K. (2019). Role of Self-control and Money Attitude in Personal Financial Planning. The Indian Economic Journal, 67(3–4), 362–366. https://doi.org/10.1177/0019466220933408
- Mahdzan, N. S., Zainudin, R., & Shaari, M. S. (2022). The influence of religious belief and psychological factors on borrowing behaviour among Malaysian public sector employees. Asia-Pacific Journal of Business Administration, 15(3), 361–385. https://doi.org/10.1108/APJBA-10-2020-0362
- Maman, D., & Rosenhek, Z. (2023). Governing individuals’ imaginaries and conduct in personal finance: The mobilization of emotions in financial education. Journal of Consumer Culture, 23(1), 188–208. https://doi.org/10.1177/14695405211069952
- Marconi, D., Marinucci, M., & Paladino, G. (2025). Digital and Financial Skills in Shaping Financial Decisions: Exploring the Gender Gap. Italian Economic Journal, 11(2), 571–605. https://doi.org/10.1007/s40797-024-00298-y
- Mirzaei, M., & Buer, T. (2022). First results on financial literacy in Oman. Managerial Finance, 48(9–10), 1413–1429. https://doi.org/10.1108/MF-09-2021-0456
- Molina-García, A., Cisneros-Ruiz, A. J., López-Subires, M. D., & Diéguez-Soto, J. (2023). How does financial literacy influence undergraduates’ risk-taking propensity? The International Journal of Management Education, 21(3), 100840. https://doi.org/10.1016/j.ijme.2023.100840
- Morris, T., Kamano, L., & Maillet, S. (2023). Understanding financial professionals’ perceptions of their clients’ financial behaviors. International Journal of Bank Marketing, 41(7), 1585–1610. https://doi.org/10.1108/IJBM-07-2022-0298
- Moshood, T. D., Nawanir, G., Mahmud, F., Ahmad, M. H. bin, Mohamad, F., & AbdulGhani, A. (2023). The plastic of the future: determinants for switching intention from synthetic to biodegradable plastics among the young consumers. Journal of Social Marketing, 13(1), 121–148. https://doi.org/10.1108/JSOCM-05-2022-0097
- Naghavi, N., Pahlevan Sharif, S., & Esmaeelinezhad, O. (2025). Intention to engage in financial planning: does motivation matter? Asia-Pacific Journal of Business Administration. https://doi.org/10.1108/APJBA-11-2024-0625
- Nawanir, G., Lim, K. T., Othman, S. N., & Adeleke, A. Q. (2018). Developing and validating lean manufacturing constructs: an SEM approach. Benchmarking, 25(5), 1382–1405. https://doi.org/10.1108/BIJ-02-2017-0029
- Niculaescu, C. E., Sangiorgi, I., & Bell, A. R. (2023). Does personal experience with COVID-19 impact investment decisions? Evidence from a survey of US retail investors. International Review of Financial Analysis, 88. https://doi.org/10.1016/j.irfa.2023.102703
- Núñez-Letamendia, L., Sánchez-Ruiz, P., & Silva, A. C. (2025). More Than Knowledge: Consumer Financial Capability and Saving Behavior. International Journal of Consumer Studies, 49(1). https://doi.org/10.1111/ijcs.13097
- Osman, I., Syed Alwi, S. F., Rehman, M. A., Muda, R., Hassan, F., Hassan, R., & Abdullah, H. (2023). The dilemma of millennial Muslims towards financial management: an Islamic financial literacy perspective. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-09-2021-0283
- Owusu, G. M. Y., Ossei Kwakye, T., & Duah, H. (2024). The propensity towards indebtedness and savings behaviour of undergraduate students: the moderating role of financial literacy. Journal of Applied Research in Higher Education, 16(2), 583–596. https://doi.org/10.1108/JARHE-11-2022-0340
- Pal, A., Indapurkar, K., & Gupta, K. P. (2021). Gamification of financial applications and financial behavior of young investors. Young Consumers, 22(3), 503–519. https://doi.org/10.1108/YC-10-2020-1240
- Pandey, A., & Utkarsh. (2023). Determinants of positive financial behavior: a parallel mediation model. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-01-2022-0124
- Patti J, F., & Sophia T, A. (2012). Relationship of Saving Motives to Saving Habits. Journal of Financial Counseling and Planning, 23(1), 63–79.
- Prakash, N., Alagarsamy, S., & Hawaldar, A. (2022). Demographic characteristics influencing financial wellbeing: a multigroup analysis. Managerial Finance, 48(9–10), 1334–1351. https://doi.org/10.1108/MF-09-2021-0466
- Qi, J., Zhang, Y., Worthy, S., & Kim, J. (2025). From financial self-efficacy to financial behaviors: the role of financial advice seeking and stress. International Journal of Bank Marketing. https://doi.org/10.1108/IJBM-10-2024-0603
- Rezaei, E. (2022). Demographic changes and savings behavior: the experience of a developing country. Journal of Economic Studies, 49(4), 603–622. https://doi.org/10.1108/JES-01-2021-0021
- Ridwan, Sukarman, Laxmi Lydia, E., Shankar, K., & Nguyen, P. T. (2019). Strategies of successfully managing personal finances for system excellence. International Journal of Recent Technology and Engineering, 8(2 Special Issue 11), 3818–3821. https://doi.org/10.35940/ijrte.B1502.0982S1119
- Riitsalu, L., & Murakas, R. (2019). Subjective financial knowledge, prudent behaviour and income: The predictors of financial well-being in Estonia. International Journal of Bank Marketing, 37(4), 934–950. https://doi.org/10.1108/IJBM-03-2018-0071
- Ruggeri, K., Ashcroft-Jones, S., Abate Romero Landini, G., Al-Zahli, N., Alexander, N., Andersen, M. H., Bibilouri, K., Busch, K., Cafarelli, V., Chen, J., Doubravová, B., Dugué, T., Durrani, A. A., Dutra, N., Garcia-Garzon, E., Gomes, C., Gracheva, A., Grilc, N., Gürol, D. M., … Stock, F. (2023). The persistence of cognitive biases in financial decisions across economic groups. Scientific Reports, 13(1), 1–11. https://doi.org/10.1038/s41598-023-36339-2
- Safari, M., Mansori, S., & Sesaiah, S. (2017). Generation difference in hiring financial planners in Malaysia. International Journal of Bank Marketing, 35(4), 583–595. https://doi.org/10.1108/IJBM-02-2016-0018
- Sagiv, L., & Roccas, S. (2021). How Do Values Affect Behavior? Let Me Count the Ways. Personality and Social Psychology Review, 25(4), 295–316. https://doi.org/10.1177/10888683211015975
- Sari, R. C., Fatimah, P. L. R., Ilyana, S., & Hermawan, H. D. (2022). Augmented reality (AR)-based sharia financial literacy system (AR-SFLS): a new approach to virtual sharia financial socialization for young learners. International Journal of Islamic and Middle Eastern Finance and Management, 15(1), 48–65. https://doi.org/10.1108/IMEFM-11-2019-0484
- Sayal, K., & Singh, G. (2020). Investigating the role of theory of planned behavior and Machiavellianism in earnings management intentions. Accounting Research Journal, 33(6), 653–668. https://doi.org/10.1108/ARJ-08-2019-0153
- Sharif, S. P., & Naghavi, N. (2020). Family financial socialization, financial information seeking behavior and financial literacy among youth. Asia-Pacific Journal of Business Administration, 12(2), 163–181. https://doi.org/10.1108/APJBA-09-2019-0196
- Shi, W., Ali, M., & Leong, C. M. (2025). Dynamics of personal financial management: a bibliometric and systematic review on financial literacy, financial capability and financial behavior. International Journal of Bank Marketing, 43(1), 125–165. https://doi.org/10.1108/IJBM-06-2023-0359
- Smith, R. K., Vibhakar, A. P., & Terry, A. (2007). Strategic marketing guidelines for financial planning professionals. Services Marketing Quarterly, 28(4), 1–20. https://doi.org/10.1300/J396v28n04_01
- Sun, S., Chen, Y. C., Ansong, D., Huang, J., & Sherraden, M. S. (2022). Household Financial Capability and Economic Hardship: An Empirical Examination of the Financial Capability Framework. Journal of Family and Economic Issues, 43(4), 716–729. https://doi.org/10.1007/s10834-022-09816-5
- Tan, X., Xiao, J. J., Meng, K., & Xu, J. (2025). Financial education and budgeting behavior among college students: extending the theory of planned behavior. International Journal of Bank Marketing, 43(3), 506–521. https://doi.org/10.1108/IJBM-05-2024-0285
- Tejada-Pena E, Molchanova V, & Garcia-Santillan A. (2023). Financial Literacy on College Students in the Context of Tuxtepec, Oax. European Journal of Contemporary Education, 12(1). https://doi.org/10.13187/ejced.2023.1.221
- Weisfeld-Spolter, S., Sussan, F., Rippé, C., & Gould, S. (2018). Integrating affect, cognition, and culture in Hispanic financial planning. International Journal of Bank Marketing, 36(4), 726–743. https://doi.org/10.1108/IJBM-09-2017-0201
- Winchester, D. D., & Huston, S. J. (2013). Keeping Your Financial Planner to Yourself: Racial and Cultural Differences in Financial Planner Referrals. Review of Black Political Economy, 40(2), 165–184. https://doi.org/10.1007/s12114-012-9153-3
- Xiao, J. J., Huang, J., Goyal, K., & Kumar, S. (2022). Financial capability: a systematic conceptual review, extension and synthesis. International Journal of Bank Marketing, 40(7), 1680–1717. https://doi.org/10.1108/IJBM-05-2022-0185
- Xiao, J. J., & Noring, F. E. (1994). Perceived saving motives and hierarchical financial needs. Journal of Financial Counseling and Planning, 5(January 1994), 25–45.
- 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
- Yao, M., Rehr, T. I., & Regan, E. P. (2022). Gender Differences in Financial Knowledge among College Students: Evidence from a Recent Multi-institutional Survey. Journal of Family and Economic Issues, 693–713. https://doi.org/10.1007/s10834-022-09860-1
- Zhang, Y., & Fan, L. (2024). The nexus of financial education, literacy and mobile fintech: unraveling pathways to financial well-being. International Journal of Bank Marketing, 42(7), 1789–1812. https://doi.org/10.1108/IJBM-09-2023-0531
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