Healthy Spending Habits as Drivers of Technopreneurial and Financial Outcomes
Abstract
Healthy spending of the population has been raised as one of the measures to restore social harmony and economic stability. Nevertheless, limited attention has been given to understanding how different forms of spending, rather than saving alone, influence people’s financial conditions and family well-being. This study aims to examine how various spending behaviors including experiential, impulsive, self-expressive, prosocial, and conspicuous spending affect financial well-being and, in turn, marital satisfaction among married individuals in Malaysia. Using a quantitative and deductive research design, data were gathered from 400 married respondents through a structured self-administered questionnaire. The analysis was conducted using Covariance-Based Structural Equation Modeling (CB-SEM) with the aid of AMOS software to validate the hypothesized relationships. The results show that prosocial and conspicuous spending have a significant positive impact on financial well-being, while impulsive spending demonstrates a negative influence. Moreover, financial well-being plays a crucial mediating role, exerting a significant positive effect on marital satisfaction. To enhance both financial stability and relationship satisfaction, individuals should cultivate mindful and responsible spending habits. The findings offer new perspectives for policymakers, businesses, and educators in fostering family harmony and economic empowerment through balanced spending and financial awareness.
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References
[1] V. K. Jain, P. Kumar, H. Verma, P. Chamola, and K. Aditi, “Responsible consumption, consumer well-being, and environment,” International Journal of Social Ecology and Sustainable Development (IJS-ESD), vol. 13, no. 1, pp. 1–18, 2022.
[2] C. Y. Zhang, A. B. Sussman, N. Wang-Ly, and J. K. Lyu, “How consumers budget,” Journal of Economic Behavior & Organization, vol. 204, pp. 69–88, 2022.
[3] U. Rahardja, Q. Aini, A. S. Bist, S. Maulana, and S. Millah, “Examining the interplay of technology readiness and behavioural intentions in health detection safe entry station,” JDM (Jurnal Dinamika Manajemen), vol. 15, no. 1, pp. 125–143, 2024.
[4] W. E. Saputri, R. Hurriyati, and T. Gunawan, “The influence of functional and green values on gen z green product purchases and entrepreneurial opportunities,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 3, pp. 562–573, 2024.
[5] A. P. Nanda and R. Banerjee, “Consumer’s subjective financial well-being: A systematic review and research agenda,” International Journal of Consumer Studies, vol. 45, no. 4, pp. 750–776, 2021.
[6] K. Krys, B. W. Haas, E. R. Igou, A. Kosiarczyk, A. Kocimska-Bortnowska, A. Kwiatkowska, V. M.-C. Lun, F. Maricchiolo, J. Park, I. P. ˇSolcov´a et al., “Introduction to a culturally sensitive measure of well-being: Combining life satisfaction and interdependent happiness across 49 different cultures,” Journal of Happiness Studies, vol. 24, no. 2, pp. 607–627, 2023.
[7] S. Miko, A. W. T. Atmaja, R. Mawardah, S. D. Zulfa, F. Siboro, and A. Marjuki, “The impact of competitiveness, information technology, risk perception, and financial literacy on the intention to invest in cryptocurrency,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 5, no. 1, pp. 1–7, 2023.
[8] H. Nurhaeni, A. Delhi, O. P. M. Daeli, S. A. Anjani, and N. A. Yusuf, “Optimizing electrical energy use through ai: An integrated approach for efficiency and sustainability,” International Transactions on Artificial Intelligence, vol. 2, no. 2, pp. 106–113, 2024.
[9] T. Hadi, S. O. Sihombing, M. Tukiran, and R. C. Wijaya, “Strengthening millennial teachers commitment to become edupreneurs,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 3, pp. 586–597, 2024.
[10] M. G. Hardini, N. A. Yusuf, A. R. A. Zahra et al., “Convergence of intelligent networks: Harnessing the power of artificial intelligence and blockchain for future innovations,” ADI Journal on Recent Innovation, vol. 5, no. 2, pp. 200–209, 2024.
[11] A. Wilson, R. Kask, and L. W. Ming, “Exploring circular digital economy strategies for sustainable environmental, economic, and educational technology,” International Transactions on Education Technology (ITEE), vol. 2, no. 2, pp. 129–139, 2024.
[12] Z. Zainol, S. M. Shokory, and N. N. A. Wahab, “Healthy spending habits to achieve financial well-being: Young teachers’ perspectives,” WSEAS Transactions on Business and Economics, vol. 21, pp. 71–78, 2024.
[13] ——, “The effect of financial well-being on marital satisfaction among young married couples in malaysia,” Wseas Transactıons on Busıness and Economıcs, vol. 20, pp. 1492–1497, 2023.
[14] B. Rawat, A. S. Bist, P. A. Sunarya, M. Hardini, N. A. Santoso, and R. Tarmizi, “Unveiling happiness disparities: A machine learning approach to city-village comparison,” in 2023 11th International Conference on Cyber and IT Service Management (CITSM). IEEE, 2023, pp. 1–5.
[15] I. Bernardo et al., “Research on the intention to purchase of fabric saints: Based on the theory of consumption value, green purchase intention, and green purchase behaviour,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 1, pp. 31–39, 2023.
[16] F. Carton, H. Xiong, and J. McCarthy, “Drivers of financial well-being in socio-economic deprived populations,” Journal of Behavioral and Experimental Finance, vol. 34, p. 100628, 2022.
[17] A. B. Fitra, A. Suharko, F. M. Albar, D. Apriliasari et al., “Examination of customer interest in the use of the mandiri syariah mobile application at pt. bank syariah mandiri bekasi branch office,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 3, no. 2, pp. 110–125, 2022.
[18] H. Setiyowati, M. A. Harriz, E. Junaedi, N. V. Akbariani, and S. Widodo, “Digitalizing pindang industry with business model canvas for sustainable blue economy,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 2, pp. 360–370, 2025.
[19] M. Z. M. Azudin, S. S. M. Ramli, W. N. Mahmood, N. K. M. Yunus, and N. A. Ramli, “Revalidation of financial well-being scale: The fuzzy delphi method,” INTERNATIONAL JOURNAL OF ACADEMIC RESEARCH IN BUSINESS AND SOCIAL SCIENCES, 2022.
[20] C. Comerton-Forde, J. De New, N. Salamanca, D. C. Ribar, A. Nicastro, and J. Ross, “Measuring financial wellbeing with self-reported and bank record data,” Economic Record, vol. 98, no. 321, pp. 133–151, 2022.
[21] S. Widada, S. T. S. Alfian et al., “Utilizing blockchain for electronic wellbeing records,” Blockchain Frontier Technology, vol. 1, no. 2, pp. 11–22, 2022.
[22] M. Manu, F. Makhija, A. S. Bist, P. S. Kharayat, A. Singh, and S. Goyal, “Unraveling the consequences of unethical act of use of artificial intelligence: A systematic review and meta-analysis,” in 2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). IEEE, 2024, pp. 1890–1894.
[23] N. K. A. Dwijendra, U. Rahardja, N. B. Kumar, I. Patra, M. M. A. Zahra, Y. Finogenova, J. W. G. Guerrero, S. E. Izzat, and T. Alawsi, “An analysis of urban block initiatives influencing energy consumption and solar energy absorption,” Sustainability, vol. 14, no. 21, p. 14273, 2022.
[24] U. E. Erlinda, S. Purnama, and F. Tamzil, “The effect of service quality, product quality, and chatime product promotion on customer satisfaction (case study of chatime customers in the central jakarta region),” APTISI Transactions on Management, vol. 6, no. 1, pp. 42–51, 2022.
[25] S. Kumar, V. S. Bisht, P. Bhandari, L. Ranakoti, A. Negi, A. S. Bist, and D. Padalia, “Computational analysis of modified solar air heater having combination of ribs and protrusion in s-shaped configuration,” International Journal on Interactive Design and Manufacturing (IJIDeM), pp. 1–12, 2024.
[26] L. Manganelli and J. Forest, “Spending motives matter: Using self-determination theory to explore the effects of motives for spending on psychological health,” Trends in Psychology, vol. 32, no. 2, pp. 541–571, 2024.
[27] J. Zanubiya, L. Meria, and M. A. D. Juliansah, “Increasing consumers with satisfaction application based digital marketing strategies,” Startupreneur Business Digital (SABDA Journal), vol. 2, no. 1, pp. 12–21, 2023.
[28] Z. Zuraidah, O. N. Asiah, Z. Zuraini, M. S. Suzyanty, and A. Bahijah, “The effect of spending distribution on financial well-being among young working women,” Korean Society of Distribution Science, vol. 20, no. 11, pp. 1–9, 2022.
[29] R. Aprianto, R. Haris, A. Williams, H. Agustian, and N. Aptwell, “Social influence on ai-driven air quality monitoring adoption: Smartpls analysis,” Sundara Advanced Research on Artificial Intelligence, vol. 1, no. 1, pp. 28–36, 2025.
[30] A. Pambudi, O. Wilson, and J. Zanubiya, “Exploring the synergy of global markets and digital innovation in business growth using smartpls,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 6, no. 1, pp. 106–113, 2024.
[31] A. Y. M. Shakir, D. A. Aziz, and S. Carmergam, “Financial well-being, mindfulness and marital duration as predictors of relationship satisfaction among married couples in malaysia,” Polish Psychological Bulletin, vol. 52, no. 4, pp. 322–326, 2021.
[32] V. N. Gonc¸alves, M. C. Ponchio, and R. G. Bas´ılio, “Women’s financial well-being: A systematic literature review and directions for future research,” International Journal of Consumer Studies, vol. 45, no. 4, pp. 824–843, 2021.
[33] D. Hernandez, L. Pasha, D. A. Yusuf, R. Nurfaizi, and D. Julianingsih, “The role of artificial intelligence in sustainable agriculture and waste management: Towards a green future,” International Transactions on Artificial Intelligence, vol. 2, no. 2, pp. 150–157, 2024.
[34] T. Hariguna, U. Rahardja, and Q. Aini, “The antecedent e-government quality for public behaviour intention, and extended expectation-confirmation theory,” Computer Science and Information Technologies, vol. 4, no. 1, pp. 33–42, 2023.
[35] G. B. Yu, M. J. Sirgy, M. Bosnjak, and D.-J. Lee, “A preregistered study of the effect of shopping satisfaction during leisure travel on satisfaction with life overall: The mitigating role of financial concerns,” Journal of Travel Research, vol. 60, no. 3, pp. 639–655, 2021.
[36] A. Gunawan and R. K. Hudiono, “Industrial revolution 4.0’s information technology’s impact on the growth of msmes in the manufacturing industries sector,” International Transactions on Education Technology, vol. 1, no. 2, pp. 157–164, 2023.
[37] A. A. A. R. Pudyanti, A. N. A. Redioka, and V. T. Devana, “Analyses based on theory of capital based approach on indonesian graduate employability,” ADI Journal on Recent Innovation, vol. 4, no. 1, pp. 25–33, 2022.
[38] A. Arief, A. Z. Sarnoto et al., “Implementations of blended learning from the al-qur’an perspective,” ADI Journal on Recent Innovation, vol. 6, no. 2, pp. 130–144, 2025.
[39] A. Sutarman, R. Aprianto, R. Mitrev, R. Adyatama, and M. Yusup, “Influence of digital technology & data analytics on strategic decision making,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 1, pp. 12–23, 2025.
[40] S. Purnama, M. Kamal, and A. B. Yadila, “Application of restful method with jwt security and haversine algorithm on web service-based teacher attendance system,” International Transactions on Artificial Intelligence, vol. 2, no. 1, pp. 33–39, 2023.
[41] N. Anwar, J. Anderson, T. Williams et al., “Applying data science to analyze and improve student learning outcomes in educational environments,” International Transactions on Education Technology (ITEE), vol. 3, no. 1, pp. 72–83, 2024.
[42] M. Hatta, W. N. Wahid, F. Yusuf, F. Hidayat, N. A. Santoso, and Q. Aini, “Enhancing predictive models in system development using machine learning algorithms,” International Journal of Cyber and IT Service Management, vol. 4, no. 2, pp. 80–87, 2024.
[43] A. Lansonia, M. Austin, and E. A. Beldiq, “Study of student satisfaction in using the moodle e-learning system: Pls-sem approach,” CORISINTA, vol. 1, no. 1, pp. 1–7, 2024.
[44] T. Pelser, P. van Schalkwyk, and J. van Schalkwyk, “The correlation between materialism, social comparison and status consumption among students,” South African journal of higher education, vol. 37, no. 2, pp. 185–200, 2023.
[45] F. Hashmi, H. Aftab, J. M. Martins, M. Nuno Mata, H. A. Qureshi, A. Abreu, and P. N. Mata, “The role of self-esteem, optimism, deliberative thinking and self-control in shaping the financial behavior and financial well-being of young adults,” Plos one, vol. 16, no. 9, p. e0256649, 2021.
[46] D. B. Yaden and D. M. Haybron, “The emotional state assessment tool: a brief, philosophically informed, and cross-culturally sensitive measure,” The Journal of Positive Psychology, vol. 17, no. 2, pp. 151–165, 2022.
[47] K. V. Mardia, J. T. Kent, and C. C. Taylor, Multivariate analysis. John Wiley & Sons, 2024.
[48] L. Guo, F. Yan, T. Li, T. Yang, and Y. Lu, “An automatic method for constructing machining process knowledge base from knowledge graph,” Robotics and Computer-Integrated Manufacturing, vol. 73, p. 102222, 2022.
[49] M. R. H. Polas, “Common method bias in social and behavioral research: Strategic solutions for quantitative research in the doctoral research,” Journal of Comprehensive Business Administration Research, 2025.
[50] J. Siswanto, V. A. Goeltom, I. N. Hikam, E. A. Lisangan, and A. Fitriani, “Market trend analysis and databased decision making in increasing business competitiveness,” Sundara Advanced Research on Artificial Intelligence, vol. 1, no. 1, pp. 1–8, 2025.
[51] L. L. Harlow, “Structural equation modeling,” in The essence of multivariate thinking. Routledge, 2023, pp. 183–201.
[52] M. Syafiq, A. Purwoko et al., “Integrated structural equation modeling and causal steps in evaluating the role of the mediating variable,” MethodsX, vol. 9, p. 101777, 2022.
[53] I. Nesterova, “Conspicuous consumption and inequality,” Ph.D. dissertation, University of Waterloo, 2023.
[54] T. Durai and I. Debbarma, “The influence of e-retailing in creating a demand for conspicuous consumption,” Sustainable Marketing, p. 524, 2021.
[55] United Nations. (2025) Goal 8: Decent work and economic growth. Accessed: Sept. 12, 2025. [Online]. Available: https://sdgs.un.org/goals/goal8
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Copyright (c) 2025 Zuraidah Zainol, Nadratun Nafisah Abdul Wahab, Suzyanty Mohd Shokory, Prayudi Harianto

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