The Fintech Paradox: Re-evaluating Financial Technology Adoption, Investment Efficiency, and Firm Size in an Emerging Market
DOI:
https://doi.org/10.61194/ijjm.v7i4.2382Keywords:
Fintech adoption, investment efficiency, tobin’s q, moderation effect, panel data, emerging market firmsAbstract
While the rapid expansion of financial technology (fintech) promises enhanced corporate valuation and investment efficiency, its value-creating potential within capital-intensive real sectors remains empirically contested. Addressing this critical gap, this study investigates the impact of fintech adoption on firm value among manufacturing enterprises in an emerging market, evaluating investment efficiency as a mediating mechanism and firm size as a boundary condition. Utilizing a balanced panel dataset of 162 manufacturing firms listed on the Indonesia Stock Exchange yielding 324 firm-year observations from the 2022–2024 period after applying a lagged model design this study employs a Two-Way Fixed Effects (TWFE) regression framework to mitigate unobserved firm and time heterogeneity. Contrary to prevailing digital optimism, the empirical findings reveal the existence of a "Fintech Paradox": digital financial integration fails to exert a statistically significant direct effect on market valuation (Tobin’s Q) or significantly optimize capital allocation. Consequently, the hypothesized mediation paths are broken. Furthermore, firm size does not positively moderate this relationship; rather, a larger organizational scale exerts a direct, negative pressure on firm value. These findings demonstrate that within rigid, large-scale manufacturing environments, bureaucratic inertia and massive physical adjustment costs temporarily neutralize the theoretical benefits of financial digitization. Ultimately, this study cautions that fintech adoption is not a universal value driver and requires fundamental organizational agility to succeed in capital-intensive sectors.
Downloads
References
Altawalbeh, M. (2026). The impact of digital accounting practices on agency costs management : Evidence from an emerging market. Accounting and Financial Control, 7(1), 66–77. https://doi.org/10.21511/afc.07(1).2026.06
Alzyod, M., Yi, L., & Al-sayed, M. (2025). The Impact of Digital Transformation on Financial Performance and Green Development : Evidence from Chinese Manufacturing Companies. (Femib), 259–266. https://doi.org/10.5220/0013470200003956
Chen, S. (2026). Digitalization and cross-regional investments: Evidence from parent-subsidiaries in China. International Review of Financial Analysis, 109. https://doi.org/https://doi.org/10.1016/j.irfa.2025.104791
DeAngelo, Harry; Kathleen Kahle; Skinner, D. J. (2025). Agency cost of free cash flow, capital allocation, and payouts. Journal of Financial Economics, 172. https://doi.org/https://doi.org/10.1016/j.jfineco.2025.104117
Fang, Q., Yu, N., & Xu, H. (2023). Governance effects of digital transformation : from the perspective of accounting quality. China Journal of Accounting Studies, 11(1), 77–107. https://doi.org/10.1080/21697213.2023.2148944
Feng, Yongqi; Yue Cao; Ni, J. (2024). Does Fintech affect shadow banking of non-financial firms? Evidence from the entrusted loans. International Review of Financial Analysis, 94. https://doi.org/https://doi.org/10.1016/j.irfa.2024.103268
Ghofar, A., Kusumadewi, A. W., & Widiastutik, R. N. (2025). Does firm size strengthen the relationship between digital transformation and capital structure ? A case in ASEAN nations. Cogent Business & Management, 12(1). https://doi.org/10.1080/23311975.2025.2570503
Guo, Panting; Jiefeng Bi Zhu, M. (2025). Enterprise digital transformation and investment efficiency: Empirical evidence from listed enterprises in China. Journal of Asian Economics, 97. https://doi.org/https://doi.org/10.1016/j.asieco.2025.101892
Haddad, C., & Hornuf, L. (2021). The Impact of Fintech Startups on Financial Institutions Performance and Default Risk. (April).
Harymawan, I. (2021). Financial Reporting Quality and Investment Efficiency: Evidence from Indonesian Stock Market. Economics and Finance in Indonesia, 66(2). https://doi.org/10.47291/efi.v66i2.702
Hattali, A. (2024). Blockchain Technology in Corporate Finance : Opportunities and Challenges for Sustainable Growth Date : December , 2024.
Herdinata, C., Pranatasari, F. D., & Santoso, W. (2025). Strategic management in finance-based companies : applying the resource-based view in Indonesia. Cogent Business & Management, 12(1). https://doi.org/10.1080/23311975.2025.2487835
Huang, S. (2022). Does FinTech improve the investment efficiency of enterprises? Evidence from China’s small and medium-sized enterprises. Economic Analysis and Policy, 74, 571–586. https://doi.org/https://doi.org/10.1016/j.eap.2022.03.014
Jiang, Z. C. K. (2024). Digitalization and corporate investment efficiency: Evidence from China. Journal of International Financial Markets, Institutions and Money, 91. https://doi.org/https://doi.org/10.1016/j.intfin.2023.101915
Kalatzis, C. A. E. G. (2018). Earnings quality , investment decisions , and financial constraint. 573–598. https://doi.org/10.7819/rbgn.v0i0.3067
Kong;, Dongmin; Yiwei Yang; Wang, Q. (2023). Innovative efficiency and firm value: Evidence from China. Finance Research Letters, 52. https://doi.org/https://doi.org/10.1016/j.frl.2022.103557
Li, Jiayi; Shujun Ye; Zhang, Y. (2023). How digital finance promotes technological innovation: Evidence from China. Finance Research Letters, 58. https://doi.org/https://doi.org/10.1016/j.frl.2023.104298
Lu, Z., Zhitao, W., Minghuan, L., Yajun, D., & Runkai, N. (2024). How digital finance affects the financial asset allocation of brick-and-mortar businesses. Economic Research-Ekonomska Istraživanja, 37(1). https://doi.org/10.1080/1331677X.2024.2341219
Marikyan, D., Papagiannidis, S., Rana, O. F., & Ranjan, R. (2022). Blockchain : A business model innovation analysis. Digital Business, 2(2), 100033. https://doi.org/10.1016/j.digbus.2022.100033
Merín-rodrig, J., & Alegre, J. (2024). Technovation Digital transformation and firm performance in innovative SMEs : The mediating role of business model innovation. 134(April). https://doi.org/10.1016/j.technovation.2024.103027
Mirzaei, A., Alkhazali, O., Aguir, I., & Aguir, W. (2026). The impact of FinTech credit on growth in capital expenditure : Evidence from Chinese manufacturing firms. International Review of Economics and Finance, 106(January), 104911. https://doi.org/10.1016/j.iref.2026.104911
Moez, D. (2024). Does Managerial Power Explain the Association between Agency Costs and Firm Value ? The French Case.
Moolkham, M. (2025). Digital transformation , financial performance and firm valuation : The moderating effect of environmental risk. Journal of Climate Finance, 13(October), 100075. https://doi.org/10.1016/j.jclimf.2025.100075
Mou, Y. (2024). Heliyon The impact of digital finance on technological innovation across enterprise life cycles in China. Heliyon, 10(14), e33965. https://doi.org/10.1016/j.heliyon.2024.e33965
Nasution, Y. N. (2025). The Role of Financial Technology in Enhancing Investment Decisions and Risk Management for SMEs. 13(5), 3927–3934. https://doi.org/10.37641/jimkes.v13i5.3574
Qin, Z., & Jing, Z. (2025). Fintech Adoption and Credit Risk Mitigation : Evidence from Chinese Commercial Banks.
Rajpal, S. A. M. (2026). Drivers of FinTech adoption: insights from a global review of recent literature Available to Purchase. Accounting Research Journal, 39(1). https://doi.org/https://doi.org/10.1108/ARJ-11-2024-0375
Ren, C. X. L. (2024). Digital transformation, competitive strategy choices and firm value: evidence from China. Industrial Management & Data Systems, 124(4). https://doi.org/https://doi.org/10.1108/IMDS-03-2023-0172
Ren, Y., Liu, X., & Zhu, Y. (2025). Can the development of digital finance and information transparency improve enterprise investment efficiency? Finance Research Letters, 73. https://doi.org/https://doi.org/10.1016/j.frl.2024.106597
Salehi, M., Zimon, G., & Arianpoor, A. (2022). The Impact of Investment Efficiency on Firm Value and Moderating Role of Institutional Ownership and Board Independence. Journal of Risk and Financial Management.
Wang, X. X. J. Y. C. (2025). Can digital transformation improve sustainable performance of manufacturing firms? Empirical evidence based on core technology capabilities. Chinese Management Studies, 19(3), 640–675. https://doi.org/https://doi.org/10.1108/CMS-01-2024-0054
Xie, J., Ye, L., Huang, W., & Ye, M. (2021). Understanding FinTech Platform Adoption : Impacts of Perceived Value and Perceived Risk. Journal of Theoretical and Applied Electronic Commerce Research, 1893–1911. https://doi.org/https://doi.org/10.3390/jtaer16050106
Xu, Y., Ji, J., Qiao, Y., & Huang, J. (2025). Technovation How and when does digital transformation promote technological innovation performance ? A study of Chinese high-tech firms. Technovation, 146(11020082035405), 103294. https://doi.org/10.1016/j.technovation.2025.103294
Yew, L. K., Lynn, H., Wei, Z., & Udang, L. N. (2025). Factors influencing the adoption of financial technology by small and medium-sized enterprises in Beijing , China. 8(4), 2416–2425. https://doi.org/10.53894/ijirss.v8i4.8439
Yu, J., Xu, Y., Zhou, J., & Chen, W. (2024). Digital transformation, total factor productivity, and firm innovation investment. Journal of Innovation & Knowledge Https:, 9. https://doi.org/10.1016/j.jik.2024.100487
Zhang, Y., Zhang, J., Lu, Y., & Ji, F. (2025). Digitalization and Firm Value : The Evidence from China ’ s Manufacturing Enterprises. MDPI, 1–22.
Zhu, S. (2025). Digital Transformation and Firm Value : Empirical Evidence from Chinese Listed Companies. 6(8), 220–233. https://doi.org/10.6981/FEM.202508
Zhu, W. (2024). Digital finance, capital misallocation and corporate innovation. International Review of Economics & Finance, 96. https://doi.org/https://doi.org/10.1016/j.iref.2024.103696
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Setiyo Purwanto, Nur Endah Retno Wuryandari, Masatsugu Nemoto, Kristiana Widiawati

This work is licensed under a Creative Commons Attribution 4.0 International License.

This work is licensed under a Creative Commons Attribution 4.0 International License.




