IDEAS home Printed from https://ideas.repec.org/a/bla/rdevec/v18y2014i4p625-639.html
   My bibliography  Save this article

Financial Constraints and the Extensive and Intensive Margin of Firm Exports: Panel Data Evidence from China

Author

Listed:
  • Peter H. Egger
  • Michaela Kesina

Abstract

Some theoretical work suggests credit constraints to hamper exports while other work suggests that they deter firms' sales at large. Hence, credit constraints might reduce the export–sales ratio or not. This paper assesses the role of credit constraints for the export–sales ratio at the firm level. We explore this hypothesis empirically, using cross-section and panel data on Chinese enterprises compiled by the National Bureau of Statistics of China. We approximate credit constraints by a firm's ratio of liquid debt to sales and, alternatively, the ratio of liquid assets to total assets. In particular, we estimate the impact of these financial fundamentals on the extensive and the intensive margins of firm-level exports in two-part fractional response models. Fixed effects panel regressions point to a negative relationship between export–sales ratios and credit constraints only at the extensive margin.

Suggested Citation

  • Peter H. Egger & Michaela Kesina, 2014. "Financial Constraints and the Extensive and Intensive Margin of Firm Exports: Panel Data Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 18(4), pages 625-639, November.
  • Handle: RePEc:bla:rdevec:v:18:y:2014:i:4:p:625-639
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/rode.12107
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. 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. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    3. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    4. Besedes, Tibor & Prusa, Thomas J., 2006. "Product differentiation and duration of US import trade," Journal of International Economics, Elsevier, vol. 70(2), pages 339-358, December.
    5. 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.
    6. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    7. von Kalckreuth, Ulf & Murphy, Emma, 2005. "Financial constraints and capacity adjustment in the United Kingdom: Evidence from a large panel of survey data," Discussion Paper Series 1: Economic Studies 2005,01, Deutsche Bundesbank.
    8. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    9. Harald Oberhofer & Michael Pfaffermayr, 2012. "Fractional Response Models - A Replication Exercise of Papke and Wooldridge (1996)," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 6(3), September.
    10. Cleary, Sean, 2006. "International corporate investment and the relationships between financial constraint measures," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1559-1580, May.
    11. Berman, Nicolas & Héricourt, Jérôme, 2010. "Financial factors and the margins of trade: Evidence from cross-country firm-level data," Journal of Development Economics, Elsevier, vol. 93(2), pages 206-217, November.
    12. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    13. Joaquim J.S. Ramalho & Jacinto Vidigal da Silva, 2009. "A two-part fractional regression model for the financial leverage decisions of micro, small, medium and large firms," Quantitative Finance, Taylor & Francis Journals, vol. 9(5), pages 621-636.
    14. Besedes, Tibor & Prusa, Thomas J., 2011. "The role of extensive and intensive margins and export growth," Journal of Development Economics, Elsevier, vol. 96(2), pages 371-379, November.
    15. 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.
    16. Zhiyuan Li & Miaojie Yu, 2009. "Exports, Productivity, and Credit Constraints : A Firm†Level Empirical Investigation of China," Trade Working Papers 22888, East Asian Bureau of Economic Research.
    17. Beck, Thorsten, 2002. "Financial development and international trade: Is there a link?," Journal of International Economics, Elsevier, vol. 57(1), pages 107-131, June.
    18. 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.
    19. Armando Silva, 2011. "Financial Constraints and Exports: Evidence from Portuguese Manufacturing Firms," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 4(3), pages 7-19, December.
    20. Thorsten Beck, 2003. "Financial Dependence and International Trade," Review of International Economics, Wiley Blackwell, vol. 11(2), pages 296-316, May.
    21. Greenaway, David & Guariglia, Alessandra & Kneller, Richard, 2007. "Financial factors and exporting decisions," Journal of International Economics, Elsevier, vol. 73(2), pages 377-395, November.
    22. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    23. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    24. Jun Du & Sourafel Girma, 2007. "Finance and Firm Export in China," Kyklos, Wiley Blackwell, vol. 60(1), pages 37-54, February.
    25. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    26. Sarah Bridges & Alessandra Guariglia, 2008. "Financial Constraints, Global Engagement, And Firm Survival In The United Kingdom: Evidence From Micro Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 444-464, September.
    27. A. Ganesh-Kumar & K. Sen & R. Vaidya, 2001. "Outward Orientation, Investment and Finance Constraints: A Study of Indian Firms," Journal of Development Studies, Taylor & Francis Journals, vol. 37(4), pages 133-149.
    28. Campa, Jose M. & Shaver, J. Myles, 2002. "Exporting and capital investment: On the strategic behavior of exporters," IESE Research Papers D/469, IESE Business School.
    29. Christian Arndt & Claudia Buch & Anselm Mattes, 2009. "Barriers to Internationalization: Firm-Level Evidence from Germany," IAW Discussion Papers 52, Institut für Angewandte Wirtschaftsforschung (IAW).
    30. Zhiyuan Li & Miaojie Yu, 2009. "Exports, Productivity, and Credit Constraints: A Firm-Level Empirical Investigation of China," Global COE Hi-Stat Discussion Paper Series gd09-098, Institute of Economic Research, Hitotsubashi University.
    31. 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.
    32. Hur, Jung & Raj, Manoj & Riyanto, Yohanes E., 2006. "Finance and trade: A cross-country empirical analysis on the impact of financial development and asset tangibility on international trade," World Development, Elsevier, vol. 34(10), pages 1728-1741, October.
    33. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    34. Peter Egger & Christian Keuschnigg, 2009. "Corporate Finance and Comparative Advantage," University of St. Gallen Department of Economics working paper series 2009 2009-04, Department of Economics, University of St. Gallen.
    35. 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.
    36. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    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. Luqman, Muhammad & Khan, Karim, 2022. "Does Innovation Affect Intensive and Extensive Margins of Exports? A Firm-Level Analysis," Journal of Economic Development, The Economic Research Institute, Chung-Ang University, vol. 47(3), pages 125-145, September.
    2. Filomena Pietrovito & Alberto Franco Pozzolo, 2021. "Credit constraints and exports of SMEs in emerging and developing countries," Small Business Economics, Springer, vol. 56(1), pages 311-332, January.
    3. Stefano Costa & Carmine Pappalardo & Claudio Vicarelli, 2017. "Internationalization choices and Italian firm performance during the crisis," Small Business Economics, Springer, vol. 48(3), pages 753-769, March.
    4. Goenner, Cullen F. & Lee, Kwan Yong, 2022. "The capital structure of domestic and foreign denominated debt: Firm-level evidence from South Korea," International Review of Financial Analysis, Elsevier, vol. 83(C).
    5. Natalia Nehrebecka, 2018. "Sectoral risk assessment with particular emphasis on export enterprises in Poland," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 36(2), pages 677-700.
    6. 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.
    7. Cullen F. Goenner, 2018. "The market for private student loans: an analysis of credit union exposure, risk, and returns," Review of Quantitative Finance and Accounting, Springer, vol. 50(4), pages 1227-1251, May.
    8. Natalia Nehrebecka, 2018. "Sectoral risk assessment: evidence from Poland," IFC Bulletins chapters, in: Bank for International Settlements (ed.), External sector statistics: current issues and new challenges, volume 48, Bank for International Settlements.
    9. Jinjarak, Yothin & Wignaraja, Ganeshan, 2016. "An Empirical Assessment of the Export—Financial Constraint Relationship: How Different are Small and Medium Enterprises?," World Development, Elsevier, vol. 79(C), pages 152-163.
    10. Almila Burgac Cil & Fikret Dulger, 2018. "Financial Constraints, Firm Characteristics and Exports: Evidence from Turkish Manufacturing Firms," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 168-174.
    11. Chih-Hai Yang & Meng-Wen Tsou, 2020. "Globalization and firm growth: does ownership matter?," Small Business Economics, Springer, vol. 55(4), pages 1019-1037, December.
    12. Spyros Arvanitis & Florian Seliger & Martin Woerter, 2020. "Knowledge Spillovers, Competition and Innovation Success," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1017-1041, October.

    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. repec:spo:wpecon:info:hdl:2441/9948 is not listed on IDEAS
    2. 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.
    3. repec:hal:wpspec:info:hdl:2441/9948 is not listed on IDEAS
    4. Flora Bellone & Patrick Musso & Lionel Nesta & Stefano Schiavo, 2008. "Financial Constraints as a Barrier to Export Participation," SciencePo Working papers Main hal-01074250, HAL.
    5. Angelo Secchi & Federico Tamagni & Chiara Tomasi, 2011. "Exporting under financial constraints: margins, switching dynamics and prices," LEM Papers Series 2011/24, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. repec:hal:wpspec:info:hdl:2441/6866 is not listed on IDEAS
    7. Saira Qasim & Marian Rizov & Xufei Zhang, 2021. "Financial constraints and the export decision of Pakistani firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4557-4573, July.
    8. Filomena Pietrovito & Alberto Franco Pozzolo, 2021. "Credit constraints and exports of SMEs in emerging and developing countries," Small Business Economics, Springer, vol. 56(1), pages 311-332, January.
    9. Fauceglia, Dario, 2015. "Credit constraints, firm exports and financial development: Evidence from developing countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 53-66.
    10. repec:spo:wpecon:info:hdl:2441/6866 is not listed on IDEAS
    11. Angelo Secchi & Federico Tamagni & Chiara Tomasi, 2016. "Financial constraints and firm exports: accounting for heterogeneity, self-selection, and endogeneity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 813-827.
    12. Fatematuz Tamanna Ahamed & Muhammad Nurul Houqe & Tony van Zijl, 2023. "Meta‐analysis of the impact of financial constraints on firm performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 1671-1707, June.
    13. Alexandru MINEA & Youssouf KIENDREBEOGO, 2012. "Financial Factors and Manufacturing Exports:Theory and Firm-level Evidence From Egypt," Working Papers 201221, CERDI.
    14. Durairaj Kumarasamy & Prakash Singh, 2018. "Access to Finance, Financial Development and Firm Ability to Export: Experience from Asia–Pacific Countries," Asian Economic Journal, East Asian Economic Association, vol. 32(1), pages 15-38, March.
    15. Yu, Ziliang & Tong, Jiadong, 2020. "Financing benefit from exporting: An indirect identification approach," Journal of Multinational Financial Management, Elsevier, vol. 57.
    16. Almila Burgac Cil & Fikret Dulger, 2018. "Financial Constraints, Firm Characteristics and Exports: Evidence from Turkish Manufacturing Firms," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 168-174.
    17. M. Padmaja & Subash Sasidharan, 2021. "Financing constraints and exports: evidence from India," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 45(1), pages 118-145, January.
    18. Filipe Silva & Carlos Carreira, 2011. "Financial Constraints and Exports: An Analysis of Portuguese Firms During the European Monetary Integration," Notas Económicas, Faculty of Economics, University of Coimbra, issue 34, pages 35-56, December.
    19. Angelo Secchi & Federico Tamagni & Chiara Tomasi, 2016. "Export price adjustments under financial constraints," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1057-1085, August.
    20. David Kohn & Fernando Leibovici & Michal Szkup, 2021. "Financial Frictions and International Trade," Working Papers 2021-009, Federal Reserve Bank of St. Louis.
    21. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    22. Filipe SIlva & Carlos Carreira, 2011. "Financial constraints and exports: An analysis of Portuguese firms during the European monetary integration," GEMF Working Papers 2011-13, GEMF, Faculty of Economics, University of Coimbra.
    23. Duc Bao Nguyen & Anne‐Gaël Vaubourg, 2021. "Financial intermediation, trade agreements and international trade," The World Economy, Wiley Blackwell, vol. 44(3), pages 788-817, March.
    24. Joachim Wagner, 2016. "Credit Constraints and Exports: A Survey of Empirical Studies Using Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 12, pages 401-421, World Scientific Publishing Co. Pte. Ltd..

    More about this item

    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:bla:rdevec:v:18:y:2014:i:4:p:625-639. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1363-6669 .

    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.