Financial Sources and Firms’ Innovation Outputs: Analysis of JASDAQ Market

  • Norliza Che-Yahya Faculty of Business and Management, Universiti Teknologi MARA (UiTM), Puncak Alam, Graduate School of Innovation and Technology Management, Yamaguchi University
  • Yoshiyuki Matsuura Graduate School of Innovation and Technology Management, Yamaguchi University
  • Le Thuy Ngoc An Graduate School of Sciences and Technology for Innovation, Yamaguchi University
  • Nurhayati Md Issa Graduate School of Sciences and Technology for Innovation, Yamaguchi University
Keywords: Financial Structure, Financial Sources, Innovation Outputs, JASDAQ Market

Abstract

The consensus that innovation is an essential strategy for firms, which aim to competitively survive over the long term, motivates growing literature to understand the drivers of firms’ innovation outputs. It is widely acknowledged that access to financial sources is fundamentally important for the survival of innovative firms. The lack of financial support may prevent the firms from entirely pursuing innovation activity and producing innovative outputs. However, this is rarely addressed in the finance literature. Focusing on both types of financing sources (internal and external), this study investigates their influence on firms’ innovation outputs. Leveraging on the spirit in Pecking Order Theory, this study proposes that firms adopt a hierarchy between types of financing from internal or self-financing to external, starting from low risk to risky debts and followed by the issuance of shares on their efforts in financing innovation and producing the outputs. Poisson regression results, using a sample of 113 manufacturing firms listed in JASDAQ market of the Tokyo Stock Exchange, revealed that both financing sources (internal and external) are important in driving volume and value of firms’ innovation outputs. However, the reliance of firms on self-generated financing conquers. This study, using patent-based data (application, publication, citation) to estimate firms’ technology outputs, also finds the complementary power of debt financing as an important financial source, particularly when firms’ internal financing source has exhausted. The findings of this study offer support to the assertion in the Pecking Order Theory concerning the risk inherited in the different financing sources.

References

Acharya, V., & Xu, Z. (2017). Financial dependence and innovation: The case of public versus private firms. Journal Of Financial Economics, 124(2), 223-243. https://doi.org/10.1016/j.jfineco.2016.02.010

Afuah, A. (2014). Business model innovation: Concepts, analysis, and cases, New York: Routledge.

Arvanitis, R., Villavicencio, D., & Wei, Z. (2014). Technological learning: Beyond the shopwork and the enterprise: Beyond the workshop and the company. Journal of Anthropology of Knowledge, 8(3), 495-521. https://doi.org/10.3917/rac.024.0495

Avermaete, T., Viaene, J., Morgan, E. J., & Crawford, N. (2003), Determinants of innovation in small food firms. European Journal of Innovation Management, 6(1), 8-17. https://doi.org/10.1108/14601060310459163

Bartoloni, E. (2013). Capital structure and innovation: Causality and determinants. Empirica, 40(1), 111- 151. https://doi.org/10.1007/s10663-011-9179-y

Bharath, S. T., Pasquariello, P., & Wu, G. (2009). Does asymmetric information drive capital structure decisions? The Review of Financial Studies, 22(8), 3211-3243. https://doi.org/10.1093/rfs/hhn076

Bos, J., & Stam, E. (2014). Gazelles and industry growth: A study of young high-growth firms in the Netherlands. Industrial and Corporate Change, 23(1), 145-169. https://doi.org/10.1093/icc/dtt050

Bozeman, B., Larédo, P., & Mangematin, V. (2007). Understanding the emergence and deployment of "Nano" S&T. Research Policy, 36(6), 807-812. https://doi.org/10.1016/j.respol.2007.02.010

Chibani, F., Henchiri, J., & Kefi, M. K. (2019). The relationship between innovation and the financial structure with consideration of the moderating role of the generational stage of family businesses. Corporate Governance: Search for the Advanced Practices, 293-313. https://doi.org/10.22495/cpr19p16

Colombelli, A., Krafft, J., & Quatraro, F. (2014). The emergence of new technology-based sectors in European regions: A proximity-based analysis of nanotechnology. Research Policy, 43(10), 1681-1696. https://doi.org/10.1016/j.respol.2014.07.008

Cowling, B. J., Ali, S. T., Ng, T. W. Y., Tsang, T. K., Li, J. C. M., & Fong, M. W. F. (2020). Impact assessment of non-pharmaceutical interventions against coronavirus disease 2019 and influenza in Hong Kong: An observational study. The Lancet Public Health, 5(5), 279-288. https://doi.org/10.1016/S2468-2667(20)30090-6

Czarnitzki, D., & Hottenrott, H. (2011). Financial constraints: Routine versus cutting edge R&D investment. Journal of Economics & Management Strategy, 20(1), 121-157. https://doi.org/10.1111/j.1530-9134.2010.00285.x

Dang, J., & Motohashi, K. (2015). Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality. China Economic Review, 35, 137-155. https://doi.org/10.1016/j.chieco.2015.03.012

Dass, N., Nanda, V., & Xiao, S.C. (2016). Truncation bias corrections in patent data: Implications for recent research on innovation. Review of Corporate Finance Studies, 5(1), 102-138. https://doi.org/10.1093/rcfs/cfv016

Dincer, H., & Karakus, H. (2021). Companies' stock values: An econometric analysis for Turkey. Strategic Outlook in Business and Finance Innovation: Multidimensional Policies for Emerging Economies, 1-10. https://doi.org/10.1108/978-1-80043-444-820211001

Dong, M., Hirshleifer, D., & Teoh, S. H. (2017). Stock market overvaluation, moon shots, and corporate innovation [NBER Working Paper 24142]. National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w24142/revisions/w24142.rev0.pdf https://doi.org/10.2139/ssrn.3094381

Galende, J., & de la Fuente, J. M. (2003). Internal factors determining a firm's innovative behaviour. Research Policy, 32(5), 715-736. https://doi.org/10.1016/S0048-7333(02)00082-3

Gorodnichenko, Y., & Schnitzer, M. (2013). Financial constraints and innovation: Why poor countries don't catch up. Journal Of The European Economic Association, 11(5), 1115-1152. https://doi.org/10.1111/jeea.12033

Granier, C., Revest, V., & Sapio, A. (2019). SMEs and junior stock markets: A comparison between European and Japanese markets. Journal of Innovation Economics & Management, 0(2), 43-67. https://doi.org/10.3917/jie.029.0043

Hadhri, W., Arvanitis, R., & M'Henni, H. (2016). Determinants of innovation activities in small and open economies: The Lebanese business sector. Journal of Innovation Economics Management, 21(3), 77- 107. https://doi.org/10.3917/jie.021.0077

Hall, B. H. (2002). The financing of research and development. Oxford Review of Economic Policy, 18(1), 35-51. https://doi.org/10.1093/oxrep/18.1.35

Hall, B. H., Jaffe, A., & Trajtenberg, M. (2005). Market value and patent citations. The RAND Journal of Economics, 36(1), 16-38.

Hall, B. H., Mairesse, J., & Mohnen, P. (2009). Measuring the returns to R&D [NBER Working Paper 15622]. National Bureau of Economic Research. http://www.nber.org/papers/w15622 https://doi.org/10.3386/w15622

He, J., & Tian, X. (2018). Finance and corporate innovation: A survey. Asia-Pacific Journal of Financial Studies, 47, 165-212. https://doi.org/10.1111/ajfs.12208

Igami, M., & Subrahmanyam, J. (2019). Patent statistics as an innovation indicator? Evidence from the hard disk drive industry. The Japanese Economic Review, 70(3), 308-330. https://doi.org/10.1111/jere.12234

Jaffe, A., & Trajtenberg, M. (2005). Patents, citations, and innovations: A window on the knowledge economy. The MIT Press.

Kang, M. & Lee, M. (2017). Absorptive capacity, knowledge sharing, and innovative behaviour of R&D employees. Technology Analysis & Strategic Management, 29(2), 219-232. https://doi.org/10.1080/09537325.2016.1211265

Katila, R. (2000). Using patent data to measure innovation performance. International Journal of Business Performance Management, 2(1/2/3), 180-193. https://doi.org/10.1504/IJBPM.2000.000072

Kerr, W. R., & Nanda, R. (2014). Financing innovation [Harvard Business School Entrepreneurial Management Working Paper No. 15-034]. SSRN. http://dx.doi.org/10.2139/ssrn.2519572 https://doi.org/10.2139/ssrn.2519572

Kerr, W. R., & Nanda, R. (2015). Financing innovation. Annual Review of Financial Economics, 7(1), 445-462. https://doi.org/10.1146/annurev-financial-111914-041825

Khan, M. K., He, Y., Akram, U., Zulfiqar, S., & Usman, M. (2018). Firms' technology innovation activity: Does financial structure matter? Asia‐Pacific Journal of Financial Studies, 47(2), 329-353. https://doi.org/10.1111/ajfs.12213

Kleinknecht, A., van Montfort, K., & Brouwer, E. (2002). The non-trivial choice between innovation indicators. Economics of Innovation and New Technology, 11(2), 109-121. https://doi.org/10.1080/10438590210899

Lee, N., & Lee, J. (2019). R & D intensity and dividend policy: Evidence from South Korea's biotech firms. Sustainability, 11(18), 4837. https://doi.org/10.3390/su11184837

Lee, Y. G., Lee, J. D., Song, Y. I., & Lee, S. J. (2007). An in-depth empirical analysis of patent citation counts using zero-inflated count data model: The case of KIST. Scientometrics, 70(1), 27-39. https://doi.org/10.1007/s11192-007-0102-z

Lee, Y. K., Kim, S. H., Seo, M. K., & Hight, S. K. (2015). Market orientation and business performance: Evidence from franchising industry. International Journal of Hospitality Management, 44, 28-37. https://doi.org/10.1016/j.ijhm.2014.09.008

Marku, E. (2018). Measuring Innovation Quality: A Patent Analysis. IOSR Journal of Business and Management, 20(8), 51-58. https://doi.org/10.2139/ssrn.3311369

Matsuno, Y. (2018). Meaningful innovation in corporate activities from the viewpoint of financial data. 2018 Portland International Conference on Management of Engineering and Technology (PICMET), Hawaii, USA, 19 - 23 August 2018, IEEE. https://doi.org/10.23919/PICMET.2018.8481899

Mignon, S. (2009). Organizational sustainability. French management review, 2, 73- 89.

Mina, A., Lahr, H., & Hughes, A. (2013). The demand and supply of external finance for innovative firms. Industrial and Corporate Change, 22(4), 869-901. https://doi.org/10.1093/icc/dtt020

Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. The American Economic Review, 48(3), 261-297.

Myers, S. C. (1984). The capital structure puzzle. The Journal of Finance, 39(3), 574-592. https://doi.org/10.1111/j.1540-6261.1984.tb03646.x

Nagaoka, S., Motohashi, K., & Goto, A. (2010). Patent statistics as an innovation indicator. Handbook of the Economics of Innovation, 2, 1083-1127. https://doi.org/10.1016/S0169-7218(10)02009-5

Rajan, R. G., & Zingales, L. (2003). Banks and markets: The changing character of European finance, Research Policy, 32(5), 715-736. https://doi.org/10.3386/w9595

Savignac, F. (2006). The impact of financial constraints on innovation: Evidence from French manufacturing firms. Economics of Innovation and New Technology, 17(6), 553-569. https://doi.org/10.1080/10438590701538432

Schumpeter, A. J. (1942). Capitalism, socialism, and democracy. Routledge.

Stein, J. (1988). Takeover threats and managerial myopia. Journal of Political Economy, 96(1), 61-80. https://doi.org/10.1086/261524

Spielkamp, A., & Rammer, C. (2009). Financing of innovation-thresholds and options. Management & Marketing, 4(2), 3-18.

Sycz, W., Sycz, P., Walentynowicz, P., & Waśniewski, J. (2018). Internal determinants of firms' innovativeness. Operations Research and Decisions, 4, 83-97.

Tokyo Stock Exchange (TSE). (2020). Revisions to listing rules to enhance functions for raising funds through the capital market (First set of revisions pertaining to cash equity market restructuring). Japan Exchange Group. https://www.jpx.co.jp/english/equities/improvements/market-tructure/b5b4pj000002rxte-att/ensum.pdf

Ughetto, E. (2008). Does internal finance matter for R&D? New evidence from a panel of Italian firms. Cambridge Journal of Economics, 32(6), 907-925. https://doi.org/10.1093/cje/ben015

Zemplinerová, A., & Hromádková, E. (2012). Determinants of firm's innovation. Prague Economic Paper, 21(2), 487-503. https://doi.org/10.18267/j.pep.436

Published
2022-12-19
How to Cite
Norliza Che-Yahya, Yoshiyuki Matsuura, Le Thuy Ngoc An, & Nurhayati Md Issa. (2022). Financial Sources and Firms’ Innovation Outputs: Analysis of JASDAQ Market. International Journal of Business and Society, 23(3), 1317-1341. https://doi.org/10.33736/ijbs.5166.2022