IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v64y2020ics0929119920301176.html
   My bibliography  Save this article

Did financing constraints cause investment stagnation in Japan after the 1990s?

Author

Listed:
  • Sakai, Hirotsugu

Abstract

Has investment by Japanese firms been affected by financing constraints since the collapse of the asset price bubble? This study answers the question while improving on the weaknesses of the models used in previous studies. It employs panel data for Japanese listed firms in four R&D-intensive industries. We divide our sample by firm size and examine three periods with different economic environments: the first half of the “two lost decades” from 1991 to 2000, the second half of the ‘two lost decades’ from 2001 to 2009, and the period following the ‘two lost decades’ from 2010 to 2016. We construct new investment functions based on the Euler equation by considering both physical and R&D investment factors to remove estimator bias, thus enabling us to determine whether firms face financing constraints accurately. The estimation results indicate that there were financing constraints on both R&D and physical investments by large listed firms from 1991 to 2000 and from 2010 to 2016. Conversely, the weak growth of both R&D and physical investments by small listed firms from 2010 to 2016 was not attributed to financing constraints but the lack of productive investment opportunities. Different policy measures are needed depending on whether the investment is stagnant due to financing constraints or the lack of investment opportunities.

Suggested Citation

  • Sakai, Hirotsugu, 2020. "Did financing constraints cause investment stagnation in Japan after the 1990s?," Journal of Corporate Finance, Elsevier, vol. 64(C).
  • Handle: RePEc:eee:corfin:v:64:y:2020:i:c:s0929119920301176
    DOI: 10.1016/j.jcorpfin.2020.101673
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119920301176
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2020.101673?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Chirinko, Robert S, 1993. "Business Fixed Investment Spending: Modeling Strategies, Empirical Results, and Policy Implications," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1875-1911, December.
    3. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    4. Robert S. Chirinko, 1992. "Business Fixed Investment Spending: A Critical survey of Modeling Strategies, Empirical Results, and Policy Implications," Working Papers 9213, Harris School of Public Policy Studies, University of Chicago.
    5. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    6. Fumio Hayashi & Edward C. Prescott, 2004. "The 1990s in Japan: a lost decade," Chapters, in: Paolo Onofri (ed.), The Economics of an Ageing Population, chapter 2, Edward Elgar Publishing.
    7. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    8. Uchino, Taisuke, 2013. "Bank dependence and financial constraints on investment: Evidence from the corporate bond market paralysis in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 29(C), pages 74-97.
    9. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    10. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    11. Imai, Kentaro, 2016. "A panel study of zombie SMEs in Japan: Identification, borrowing and investment behavior," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 91-107.
    12. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    13. James B. Ang & Jakob B. Madsen, 2012. "Risk capital, private credit, and innovative production," Canadian Journal of Economics, Canadian Economics Association, vol. 45(4), pages 1608-1639, November.
    14. Hirotsugu Sakai, 2016. "Why have R&D-intensive industries in Japan experienced a recent decline in performance? Evidence from panel data of listed firms in Japanese R&D-intensive industries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 17(4), pages 527-545, July.
    15. Jakob Madsen, 2008. "Semi-endogenous versus Schumpeterian growth models: testing the knowledge production function using international data," Journal of Economic Growth, Springer, vol. 13(1), pages 1-26, March.
    16. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    17. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    18. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    19. Bhagat, Sanjai & Welch, Ivo, 1995. "Corporate research & development investments international comparisons," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 443-470, April.
    20. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    21. Hirotsugu Sakai, 2016. "Depreciation Rate of R&D Capital: Panel Data Analysis of Listed Firms in Japanese R&D-Intensive Industries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 6(4), pages 196-205.
    22. Hirotsugu Sakai, 2016. "Depreciation Rate of R&D Capital: Panel Data Analysis of Listed Firms in Japanese R&D-Intensive Industries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 6(4), pages 196-205, April.
    23. Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003. "Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 153-165, February.
    24. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    25. Brown, James R. & Petersen, Bruce C., 2015. "Which investments do firms protect? Liquidity management and real adjustments when access to finance falls sharply," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 441-465.
    26. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
    27. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    28. Hayashi, Fumio & Inoue, Tohru, 1991. "The Relation between Firm Growth and Q with Multiple Capital Goods: Theory and Evidence from Panel Data on Japanese Firms," Econometrica, Econometric Society, vol. 59(3), pages 731-753, May.
    29. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    30. Ogawa, Kazuo & Suzuki, Kazuyuki, 2008. "Information, investment, and the stock market: A study of investment revision data of Japanese manufacturing industries," Journal of the Japanese and International Economies, Elsevier, vol. 22(4), pages 663-676, December.
    31. Keiichi Hori & Makoto Saito & Koichi Ando, 2006. "What Caused Fixed Investment To Stagnate During The 1990s In Japan? Evidence From Panel Data Of Listed Companies," The Japanese Economic Review, Japanese Economic Association, vol. 57(2), pages 283-306, June.
    32. Polder, Michael & Verick, Sher, 2004. "Dynamics of Labour and Capital Adjustment – A Comparison of Germany and the Netherlands," IZA Discussion Papers 1212, Institute of Labor Economics (IZA).
    33. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    34. Min Ouyang, 2011. "On the Cyclicality of R&D," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 542-553, May.
    35. FUKAO Kyoji & IKEUCHI Kenta & KWON Hyeog Ug & YoungGak KIM & MAKINO Tatsuji & TAKIZAWA Miho, 2015. "Lessons from Japan's Secular Stagnation," Discussion papers 15124, Research Institute of Economy, Trade and Industry (RIETI).
    36. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    37. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fukuda, Akira, 2022. "Effects of financial frictions on employment: Evidence from Japan during the Global Financial Crisis," Journal of the Japanese and International Economies, Elsevier, vol. 65(C).
    2. Qi, Yu & Yu, Jinliang & Yang, Shubo & Xie, Xiaoyi, 2022. "Local government consumption and firm performance: Evidence from the "TPCs" in China," Journal of Asian Economics, Elsevier, vol. 80(C).
    3. Masanori Orihara & Yoshiaki Ogura & Yue Cai, 2022. "Borrowing in Unsettled Times and Cash Holdings Afterwards," Working Papers 2207, Waseda University, Faculty of Political Science and Economics.
    4. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
    5. Fujitani, Ryosuke & Hattori, Masazumi & Yasuda, Yukihiro, 2023. "Domestic and international effects of economic policy uncertainty on corporate investment and strategic cash holdings: Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 69(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    2. Sasidharan, Subash & Jijo Lukose, P.J. & Komera, Surenderrao, 2015. "Financing constraints and investments in R&D: Evidence from Indian manufacturing firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 28-39.
    3. Zeynep Kabukcuoglu, 2019. "The cyclical behavior of R&D investment during the Great Recession," Empirical Economics, Springer, vol. 56(1), pages 301-323, January.
    4. Liu, Duan & Li, Zhiyuan & He, Hongbo & Hou, Wenxuan, 2021. "The determinants of R&D smoothing with asset sales: Evidence from R&D-intensive firms in China," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 76-93.
    5. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    6. MORIKAWA Masayuki, 2012. "Financial Constraints in Intangible Investments: Evidence from Japanese firms," Discussion papers 12045, Research Institute of Economy, Trade and Industry (RIETI).
    7. Aysun, Uluc & Kabukcuoglu, Zeynep, 2019. "Interest rates, R&D investment and the distortionary effects of R&D incentives," European Economic Review, Elsevier, vol. 111(C), pages 191-210.
    8. Takashi Hatakeda, 2012. "R&D Investment Smoothing and Corporate Diversification," Discussion Papers 2012-42, Kobe University, Graduate School of Business Administration.
    9. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    10. Borisova, Ginka & Brown, James R., 2013. "R&D sensitivity to asset sale proceeds: New evidence on financing constraints and intangible investment," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 159-173.
    11. Coldbeck, Beata & Ozkan, Aydin, 2018. "Comparison of adjustment speeds in target research and development and capital investment: What did the financial crisis of 2007 change?," Journal of Business Research, Elsevier, vol. 84(C), pages 1-10.
    12. Langzi Chen & Jian Li & Peter Zander, 2018. "Can Political Connections Maintain the Sustainability of R&D Investment in China? There Is No Such Thing as a Free Lunch," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    13. Machokoto, Michael & Areneke, Geofry, 2020. "Does innovation and financial constraints affect the propensity to save in emerging markets?," Research in International Business and Finance, Elsevier, vol. 52(C).
    14. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    15. Muhammad Kaleem Khan & Ahmad Kaleem & Salman Zulfiqar & Umair Akram, 2019. "Innovation Investment: Behaviour Of Chinese Firms Towards Financing Sources," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-29, October.
    16. Guney, Yilmaz & Karpuz, Ahmet & Ozkan, Neslihan, 2017. "R&D investments and credit lines," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 261-283.
    17. Giebel, Marek & Kraft, Kornelius, 2020. "R&D investment under financing constraints," ZEW Discussion Papers 20-018, ZEW - Leibniz Centre for European Economic Research.
    18. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    19. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    20. Michele Cincera & Julien Ravet & Reinhilde Veugelers, 2014. "R&D Financing Constraints of Young and Old Innovation Leaders in the EU and the US," Working Papers TIMES² 2014-008, ULB -- Universite Libre de Bruxelles.

    More about this item

    Keywords

    Financing constraints; R&D investment; Physical investment; Euler equation; Total factor productivity;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:corfin:v:64:y:2020:i:c:s0929119920301176. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.