IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/15031.html
   My bibliography  Save this paper

Hysteresis in Japanese Export Market: A Dynamic Random-Effect Probit Approach to Panel Data of Japanese Machinery-manufacturing Firms

Author

Listed:
  • OGAWA Kazuo
  • TOKUTSU Ichiro

Abstract

We estimate the hysteresis effect in export participation decision based on rich panel data of Japanese machinery-manufacturing firms from 1994 to 2015. We find that the "observed" hysteresis effect, difference between the probability of export for the firms that exported in the previous year and the probability of export for the firms that did not export in the previous year, is quite large (0.904 for machinery-manufacturing sector as a whole) Using the estimates of dynamic random-effects probit model, we calculate the degree of "genuine" hysteresis Then we find that the "observed" hysteresis in part reflects spurious effects that are caused by both observable (firm size) and unobservable firm characteristics that tend to persist over time. The genuine hysteresis effect, free from spurious effects, is much smaller than the observed one, but the magnitude of genuine hysteresis still exceeds 0.5.

Suggested Citation

  • OGAWA Kazuo & TOKUTSU Ichiro, 2015. "Hysteresis in Japanese Export Market: A Dynamic Random-Effect Probit Approach to Panel Data of Japanese Machinery-manufacturing Firms," Discussion papers 15031, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:15031
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/15e031.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kalina Manova, 2013. "Credit Constraints, Heterogeneous Firms, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 711-744.
    2. Iacovone, Leonardo & Ferro, Esteban & Pereira-López, Mariana & Zavacka, Veronika, 2019. "Banking crises and exports: Lessons from the past," Journal of Development Economics, Elsevier, vol. 138(C), pages 192-204.
    3. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    4. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    5. Mona Haddad & Ann Harrison & Catherine Hausman, 2010. "Decomposing the Great Trade Collapse: Products, Prices, and Quantities in the 2008-2009 Crisis," NBER Working Papers 16253, National Bureau of Economic Research, Inc.
    6. Kletzer, Kenneth & Bardhan, Pranab, 1987. "Credit markets and patterns of international trade," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 57-70, October.
    7. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    8. Forslid, Rikard & Okubo, Toshihiro, 2011. "Are capital intensive firms the biggest exporters?," CEPR Discussion Papers 8345, C.E.P.R. Discussion Papers.
    9. Greenaway, David & Guariglia, Alessandra & Kneller, Richard, 2007. "Financial factors and exporting decisions," Journal of International Economics, Elsevier, vol. 73(2), pages 377-395, November.
    10. Thierry Mayer & Gianmarco Ottaviano, 2008. "The Happy Few: The Internationalisation of European Firms," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(3), pages 135-148, May.
    11. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    12. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    13. John Baldwin & Wulong Gu, 2003. "Export-market participation and productivity performance in Canadian manufacturing," Canadian Journal of Economics, Canadian Economics Association, vol. 36(3), pages 634-657, August.
    14. Mary Hallward-Driemeier & Giuseppe Iarossi & Kenneth L. Sokoloff, 2002. "Exports and Manufacturing Productivity in East Asia: A Comparative Analysis with Firm-Level Data," NBER Working Papers 8894, National Bureau of Economic Research, Inc.
    15. Bricongne, Jean-Charles & Fontagné, Lionel & Gaulier, Guillaume & Taglioni, Daria & Vicard, Vincent, 2012. "Firms and the global crisis: French exports in the turmoil," Journal of International Economics, Elsevier, vol. 87(1), pages 134-146.
    16. Fukunari Kimura & Kozo Kiyota, 2006. "Exports, FDI, and Productivity: Dynamic Evidence from Japanese Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 695-719, December.
    17. Bricongne, Jean-Charles & Fontagné, Lionel & Gaulier, Guillaume & Taglioni, Daria & Vicard, Vincent, 2012. "Firms and the global crisis: French exports in the turmoil," Journal of International Economics, Elsevier, vol. 87(1), pages 134-146.
    18. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    19. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    20. Ryuhei Wakasugi & Banri Ito & Eiichi Tomiura, 2008. "Offshoring and Trade in East Asia: A Statistical Analysis," Asian Economic Papers, MIT Press, vol. 7(3), pages 101-124, Fall.
    21. KWON Hyeog Ug & Kim YoungGak & FUKAO Kyoji, 2008. "Why Has Japan's TFP Growth Recovered?: An empirical analysis based on the basic survey of Japanese business structure and activities (Japanese)," Discussion Papers (Japanese) 08050, Research Institute of Economy, Trade and Industry (RIETI).
    22. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers," Economic Journal, Royal Economic Society, vol. 92(365), pages 73-86, March.
    23. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    24. Mary Amiti & David E. Weinstein, 2011. "Exports and Financial Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1841-1877.
    25. Alven H.S. Lam, 2000. "Republic of China (Taiwan)," American Journal of Economics and Sociology, Wiley Blackwell, vol. 59(5), pages 327-336, November.
    26. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    27. Andrew Bernard & Joachim Wagner, 2001. "Export entry and exit by German firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 137(1), pages 105-123, March.
    28. YASHIRO Naomitsu & HIRANO Daisuke, 2010. "Evaluating Japanese Exporters' Performance and Investment Behavior during the 2002-2007 Export Boom (Japanese)," Policy Discussion Papers (Japanese) 10005, Research Institute of Economy, Trade and Industry (RIETI).
    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. Fukao, Kyoji & Ikeuchi, Kenta & Kim, YoungGak & Kwon, Hyeog Ug, 2016. "Why was Japan left behind in the ICT revolution?," Telecommunications Policy, Elsevier, vol. 40(5), pages 432-449.

    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. Mr. Ichiro Tokutsu & Mr. Kazuo Ogawa & Mika Saito, 2012. "Japan out of the Lost Decade: Divine Wind or Firms’ Effort?," IMF Working Papers 2012/171, International Monetary Fund.
    2. Ogawa, Kazuo & Saito, Mika & Tokutsu, Ichiro, 2017. "Did divine wind rescue Japan out of the lost decade?," Journal of the Japanese and International Economies, Elsevier, vol. 44(C), pages 39-51.
    3. Federico J. Diez & Jesse Mora & Alan C. Spearot, 2016. "Firms in international trade," Working Papers 16-25, Federal Reserve Bank of Boston.
    4. Federici, Daniela & Parisi, Valentino & Ferrante, Francesco, 2020. "Heterogeneous firms, corporate taxes and export behavior: A firm-level investigation for Italy," Economic Modelling, Elsevier, vol. 88(C), pages 98-112.
    5. Silvio Contessi & Francesca De Nicola, 2012. "What do we know about the relationship between access to finance and international trade?," Working Papers 2012-054, Federal Reserve Bank of St. Louis.
    6. Iacovone, Leonardo & Ferro, Esteban & Pereira-López, Mariana & Zavacka, Veronika, 2019. "Banking crises and exports: Lessons from the past," Journal of Development Economics, Elsevier, vol. 138(C), pages 192-204.
    7. Crinò, Rosario & Ogliari, Laura, 2015. "Financial Frictions, Product Quality, and International Trade," CEPR Discussion Papers 10555, C.E.P.R. Discussion Papers.
    8. Flora Bellone & Patrick Musso & Lionel Nesta & Michel Quere, 2008. "The U-Shaped Productivity Dynamics of French Exporters," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 636-659, December.
    9. José Manuel Mansilla-Fernández & Juliette Milgram-Baleix, 2023. "Working capital management, financial constraints and exports: evidence from European and US manufacturers," Empirical Economics, Springer, vol. 64(4), pages 1769-1810, April.
    10. El-Sahli, Zouheir & Maczulskij, Terhi & Nilsson Hakkala, Katariina, 2023. "Firm-Level Consequences of Export Demand Shocks: Swedish and Finnish Exporters," ETLA Working Papers 108, The Research Institute of the Finnish Economy.
    11. repec:hal:spmain:info:hdl:2441/6128 is not listed on IDEAS
    12. repec:spo:wpecon:info:hdl:2441/9948 is not listed on IDEAS
    13. Flora Bellone & Patrick Musso & Lionel Nesta & Stefano Schiavo, 2010. "Financial Constraints and Firm Export Behaviour," The World Economy, Wiley Blackwell, vol. 33(3), pages 347-373, March.
    14. Lo Turco, Alessia & Maggioni, Daniela, 2014. "The micro evolution of trade and turnover in Turkey under the global crisis," Economic Systems, Elsevier, vol. 38(3), pages 397-414.
    15. repec:hal:wpspec:info:hdl:2441/9948 is not listed on IDEAS
    16. repec:hal:spmain:info:hdl:2441/9948 is not listed on IDEAS
    17. repec:spo:wpecon:info:hdl:2441/6128 is not listed on IDEAS
    18. Zhou, Tianhang & Li, Xue & Yan, Guo & Li, Jie, 2022. "How productivity and credit constraints affect exports differently? Firm-level evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 207-230.
    19. Joze P. Damijan & Crt Kostevc, 2011. "Firms’ Patterns of Trade and Access to Finance," Chapters, in: Ewald Nowotny & Peter Mooslechner & Doris Ritzberger-Grünwald (ed.), Post-Crisis Growth and Integration in Europe, chapter 19, Edward Elgar Publishing.
    20. repec:hal:wpspec:info:hdl:2441/6128 is not listed on IDEAS
    21. Yang, Yong & Mallick, Sushanta, 2014. "Explaining cross-country differences in exporting performance: The role of country-level macroeconomic environment," International Business Review, Elsevier, vol. 23(1), pages 246-259.
    22. Chen, Natalie & Juvenal, Luciana, 2018. "Quality and the Great Trade Collapse," Journal of Development Economics, Elsevier, vol. 135(C), pages 59-76.
    23. Gregory Corcos & Massimo Del Gatto & Giordano Mion & Gianmarco I.P. Ottaviano, 2012. "Productivity and Firm Selection: Quantifying the ‘New’ Gains from Trade," Economic Journal, Royal Economic Society, vol. 122(561), pages 754-798, June.
    24. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    25. Arne J. Nagengast & Robert Stehrer, 2016. "The Great Collapse in Value Added Trade," Review of International Economics, Wiley Blackwell, vol. 24(2), pages 392-421, May.
    26. Dalgic, Basak & Fazlioglu, Burcu & Gasiorek, Michael, 2015. "Costs of trade and self-selection into exporting and importing: The case of Turkish manufacturing firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-28.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:eti:dpaper:15031. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.html .

    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.