Identification and Prioritization of Factors Influencing the Selection of Financing Methods for Startup, Innovative, and Technology-Based Companies

Document Type : Original Article

Authors

1 Ph.D Student, Department of Economics, Management and Commerce, University of Tabriz, Tabriz, Iran

2 Professor, Department of Economics, Management and Commerce, University of Tabriz, Tabriz, Iran

3 Assistant Professor, Department of Accounting Faculty of Economic and Management, University of Tabriz, Tabriz, Iran

Abstract

Financing remains one of the most critical challenges for knowledge-based, startup, and technology-oriented companies, particularly in developing innovation ecosystems such as Iran. These enterprises often face financial constraints due to their high risk, lack of tangible assets, and limited access to traditional credit channels. Consequently, selecting an appropriate financing method plays a decisive role in their survival, growth, and long-term competitiveness. This study aims to identify and prioritize the main factors influencing the choice of financing methods across three categories of knowledge-based firms-startup, innovative, and technology-based companies. Employing a mixed-method research design, the study integrates Structural Equation Modeling (SEM) to validate the conceptual model and the TOPSIS technique to prioritize alternative financing strategies. Through a comprehensive literature review and semi-structured interviews with experts and executives, eight principal dimensions and forty-six sub-factors were identified, encompassing financier-related factors, financial characteristics, macroeconomic conditions, technological features, legal and organizational factors, cultural and social factors, market dynamics, and feasibility study considerations. The results reveal that market and competitive conditions exert the greatest influence on financing decisions in startups, macroeconomic stability is most critical for innovative firms, and legal-organizational structures dominate in technology-based enterprises. The study contributes both theoretically and practically by presenting an integrated analytical framework that links financial behavior with strategic decision-making in knowledge-based firms. The findings provide actionable insights for entrepreneurs, investors, and policymakers seeking to strengthen financing infrastructures and promote innovation-driven economic growth in emerging economies such as Iran

Keywords


Amiri, S. (2022). Designing a Crowdfunding Process Model in Knowledge-Based Companies with a Theme Analysis Approach. Public Management Researches, 15(57), 263-289. (In Persan). https://doi:10.22111/jmr.2022.39208.5543
ASEAN Secretariat. (2023). ASEAN Investment Report 2023: Fostering innovation and sustainable growth. Jakarta: ASEAN Secretariat.
ASEAN Secretariat. (2024). ASEAN Statistical Yearbook 2024. Jakarta: ASEAN Secretariat.
Bertoni, F., Bonini, S., Capizzi, V., Colombo, M. G., & Manigart, S. (2022). Digitization in the market for entrepreneurial finance: Innovative business models and new financing channels. Entrepreneurship Theory and Practice, 46(5), 1120-1135. https://doi.org/10.1177/10422587211038480
Bezerra Borges, D., Meyer Soares, P., & Santana Silva, M. (2021). Programs and instruments for promoting innovation with technology-based companies in Brazil. Journal of technology management & innovation, 16(2), 28-40. http://dx.doi.org/10.4067/S0718-27242021000200028 
Bod, M. M., & Raei, R. (2025). Designing a causal model for multi-criteria decision-making in financial risk analysis and financing of IT-based startup companies (BWM-DEMATEL) approach. Iranian Journal of Finance, 9(1), 162-198. https://doi.org/10.61186/ijf.2025.482809.1492
Brealey, R. A., Myers, S. C., & Allen, F. (2020). Principles of corporate finance (13th ed.). New York, NY: McGraw-Hill Education.
Dastkhan, H. (2022). A framework to assess the valuation techniques for new technology-based firms: a case in an emerging market. Venture Capital, 24(3-4), 309-334. https://doi.org/10.1080/13691066.2022.2128933
Enterprise Singapore. (2023). Startup SG Program Overview 2023. Singapore: Government of Singapore. Retrieved from https://www.enterprisesg.gov.sg/startupsg
Eskandari, B., Vazifehdoust, H., Jaafari, P., & Mousakhani, M. (2022). The impact of entrepreneurship financing methods on collective participation in knowledge-based businesses. Journal of Financial Economics (Financial Economics and Development), 15(4), 259–283. (In Persian) https://doi.org/10.30495/fed.2021.687930
Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics, 67(2), 217–248. https://doi.org/10.1016/S0304-405X(02)00252-0
Godarzi, V., Mashhadizadeh, M., & Sayyed Davoodi, M. R. (2023). Identifying and ranking qualitative and quantitative factors of influential venture capital on optimizing the capital structure of knowledge-based companies. International Journal of Nonlinear Analysis and Applications, 14(11), 257-270. (In Persian) https://doi.org/10.22075/ijnaa.2022.29322.4123
Golalizadeh, M. R., Tabatabaeian, S. H., & Zomorodian, G. (2022). Identifying and categorizing the financing challenges of new technolpgy Bassde Firms in Iran. Innovation Management Journal, 10(4), 1-27. (In Persian) https://doi.org/20.1001.1.23225386.1400.10.4.1.2
Hooshmand, H., Aliabadian, A., & Adibpour, M. R. (2025). Factors Influencing the Financing of Defense Startups. Journal of Defense Economics and Sustainable Development, 10(35), 9-28. (In Persian) https://doi.org/20.1001.1.30607531.1404.10.35.1.5
Hosseini, M., Rahjoo, S., & ShamsLahroodi, H. (2021). Evaluation and prioritization of funding sources for the implementation of Sadra projects in Bushehr province. Quarterly journal of new research approaches in management and accounting, 5(76), 119-135.
Hu, J., Huang, L., Li, W., & Xu, H. (2025). Financing Mechanisms and Preferences of Technology-Driven Small-and Medium-Sized Enterprises in the Digitalization Context. Systems, 13(2), 68. https://doi.org/10.3390/systems13020068
Jahan Tigh, M., & Taftiyan, A. (2023). Identifying factors affecting financing in startup companies through the capital market. Journal of Accounting and Management Vision, 6(83), 61-84.
Korea Institute of S&T Evaluation and Planning (KISTEP). (2023). Annual report on Korea’s R&D and startup support programs. Seoul: Ministry of SMEs and Startups.
Latifpour, M., & EstakhrianHaghighi, A. R. (2024). Identifying and Prioritizing Failure Factors of Startups Using Analytic Hierarchy Process (AHP) and Proposing Overcoming Strategies. Journal of Development Studies and Resource Management, 2(7), 77-92.
Miraskari Jildani, S. R., Masoumi, S., & Asgharpour, M. H. (2024). Investigating strategies of knowledge-based economy development in Iran. Parliament and Economy, 2(Summer), 375–401. https://doi.org/10.22034/mec.2024.17303.1060
Motavasseli, M., Shojaeei, S., Mohammadi Eliasi, G., & Chitsazan, H. (2017). ). Exploring the Institutional Challenges of Transactions between Venture Capitals–Technological Firms. Journal of Science and Technology Policy, 10(4), 1-14. https://doi.org/20.1001.1.20080840.1396.10.4.2.7
Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
Naeej Haghighi, A., & Saeidi, P. (2020). Review of Effects of Internal and External Factors on Selection of Financing Strategies by New Technology Ventures. Iranian Journal of Finance, 4(4), 66-101. https://doi.org/10.30699/ijf.2020.121647
Narimani, M. (2017). Studying issues and problems of financing knowledge based enterprises. Science and Technology Policy Letters, 7(1), 13-15. (In Persian) https://doi.org/20.1001.1.24767220.1396.07.1.4.4
Nechaev, A. S., Zakharov, S. V., Barykina, Y. N., Vel'm, M. V., & Kuznetsova, O. N. (2022). Forming methodologies to improving the efficiency of innovative companies based on leasing tools. Journal of Sustainable Finance & Investment, 12(2), 536-553. https://doi.org/10.1080/20430795.2020.1784681
Nigam, N., Mbarek, S., & Boughanmi, A. (2021). Impact of intellectual capital on the financing of startups with new business models. Journal of Knowledge Management, 25(1), 227-250. https://doi.org/10.1108/JKM-11-2019-0657
OECD. (2022). Science, technology and innovation outlook 2022: Southeast Asia edition. Paris: OECD Publishing. https://doi.org/10.1787/sti_outlook-2022-en
Rannikko, H., Buffart, M., Isaksson, A., Löfsten, H., & Tornikoski, E. T. (2022). Mobilising finance and achieving early growth in new technology-based firms: a legitimacy perspective. International Journal of Entrepreneurial Behavior & Research, 28(6), 1532-1555. https://doi.org/10.1108/IJEBR-09-2021-0687
Ross, S. A. (1977). The determination of financial structure: The incentive-signaling approach. The Bell Journal of Economics, 8(1), 23–40. https://doi.org/10.2307/3003485
Song, M., & Kim, B. (2024). An Analysis of Critical Factors Affecting the Success of Open Innovation Strategies in High-Tech Firms: The Case of South Korea. Administrative Sciences, 14(11), 274. https://doi.org/10.3390/admsci14110274
Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010
Srivastava, M. K., Dash, A., & Shaikh, I. (2025). Funding Innovation and Risk: A Grey-Based Startup Investment Decision. Evaluation Review, 49(2), 304-342. https://doi.org/10.1177/0193841X241262887
Vice Presidency for Science, Technology, and Knowledge-Based Economy. (2024). Annual report on the status of knowledge-based and creative enterprises in Iran (2023–2024). Tehran: Government of the Islamic Republic of Iran.
World Bank. (2023). Fostering innovation-led growth in Southeast Asia: Policy lessons from Singapore, Malaysia, and Korea. Washington, DC: World Bank Group.
Zakernia, E., Khajehzadeh, D. M., & Fadaei, V. M. (2016). Prioritize the factors affecting the choice of mode of financing in Iran using TOPSIS method based on the fuzzy linguistic variables. Financial Engineering and Securities Management (Portfolio Management), 7(27), 71-86. (In Persian)

Articles in Press, Accepted Manuscript
Available Online from 01 January 2026
  • Receive Date: 02 August 2025
  • Revise Date: 13 December 2025
  • Accept Date: 01 January 2026
  • First Publish Date: 01 January 2026
  • Publish Date: 01 January 2026