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Export price adjustments under financial constraints

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Abstract

By exploring a rich dataset that links international trade transactions to a panel of Italian manufacturing firms, this paper provides new evidence on the role of financial constraints on price variations across exporting firms. After controlling for relevant firm characteristics and potential endogeneity of financial constraints, we find that constrained firms charge higher prices than unconstrained firms exporting in the same product-destination market. The positive price difference increases with the degree of horizontal differentiation of products, while it is smaller for vertically differentiated products, where there is more scope for quality adjustment. Our results are consistent with a scenario where constrained firms exploit demand rigidities to push up their prices to sustain revenues and keep operations going in the attempt to escape the constraints

Suggested Citation

  • Angelo Secchi & Federico Tamagni & Chiara Tomasi, 2013. "Export price adjustments under financial constraints," Documents de travail du Centre d'Economie de la Sorbonne 13057, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    • Handle: RePEc:mse:cesdoc:13057
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    as
    1. Mary Amiti & Oleg Itskhoki & Jozef Konings, 2014. "Importers, Exporters, and Exchange Rate Disconnect," American Economic Review, American Economic Association, vol. 104(7), pages 1942-1978, July.
    2. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The cost of banking regulation," Proceedings 937, Federal Reserve Bank of Chicago.
    3. 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.
    4. Hendel, Igal, 1996. "Competition under Financial Distress," Journal of Industrial Economics, Wiley Blackwell, vol. 44(3), pages 309-324, September.
    5. Fan, Haichao & Lai, Edwin L.-C. & Li, Yao Amber, 2015. "Credit constraints, quality, and export prices: Theory and evidence from China," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 390-416.
    6. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    7. 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.
    8. repec:clu:wpaper:0708-12 is not listed on IDEAS
    9. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    10. Nicolas Berman & Philippe Martin & Thierry Mayer, 2012. "How do Different Exporters React to Exchange Rate Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 437-492.
    11. Manova, Kalina & Yu, Zhihong, 2017. "Multi-product firms and product quality," Journal of International Economics, Elsevier, vol. 109(C), pages 116-137.
    12. Crouhy, Michel & Galai, Dan & Mark, Robert, 2001. "Prototype risk rating system," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 47-95, January.
    13. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2010. "Bank size or distance: what hampers innovation adoption by SMEs?," Journal of Economic Geography, Oxford University Press, vol. 10(6), pages 845-881, November.
    14. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    15. Strasser, Georg, 2013. "Exchange rate pass-through and credit constraints," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 25-38.
    16. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    17. Andrei A. Levchenko & Logan Lewis & Linda L. Tesar, 2009. "The Collapse of International Trade During the 2008-2009 Crisis: In Search of the Smoking Gun," Working Papers 592, Research Seminar in International Economics, University of Michigan.
    18. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    19. 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.
    20. Greenaway, David & Guariglia, Alessandra & Kneller, Richard, 2007. "Financial factors and exporting decisions," Journal of International Economics, Elsevier, vol. 73(2), pages 377-395, November.
    21. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2013. "Credit within the Firm," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 211-247.
    22. Chaney, Thomas, 2016. "Liquidity constrained exporters," Journal of Economic Dynamics and Control, Elsevier, vol. 72(C), pages 141-154.
    23. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2008. "Productivity, profitability and financial performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 711-751, August.
    24. Magnus Lundin & Nils Gottfries & Charlotte Bucht & Tomas Lindstr÷M, 2009. "Price and Investment Dynamics: Theory and Plant-Level Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 907-934, August.
    25. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    26. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    27. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    28. Harrigan, James & Ma, Xiangjun & Shlychkov, Victor, 2015. "Export prices of U.S. firms," Journal of International Economics, Elsevier, vol. 97(1), pages 100-111.
    29. Eckel, Carsten & Iacovone, Leonardo & Javorcik, Beata & Neary, J. Peter, 2015. "Multi-product firms at home and away: Cost- versus quality-based competence," Journal of International Economics, Elsevier, vol. 95(2), pages 216-232.
    30. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    31. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 307-339.
    32. 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.
    33. 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.
    34. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2009. "Banks, Distances and Firms' Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 261-307.
    35. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    36. 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.
    37. Chevalier, Judith A & Scharfstein, David S, 1996. "Capital-Market Imperfections and Countercyclical Markups: Theory and Evidence," American Economic Review, American Economic Association, vol. 86(4), pages 703-725, September.
    38. Carling, Kenneth & Lundberg, Sofia, 2005. "Asymmetric information and distance: an empirical assessment of geographical credit rationing," Journal of Economics and Business, Elsevier, vol. 57(1), pages 39-59.
    39. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    40. Fabio Panetta & Fabiano Schivardi & Matthew Shum, 2009. "Do Mergers Improve Information? Evidence from the Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 673-709, June.
    41. Bastos, Paulo & Silva, Joana, 2010. "The quality of a firm's exports: Where you export to matters," Journal of International Economics, Elsevier, vol. 82(2), pages 99-111, November.
    42. Pegaret Pichler & Alex Stomper & Christine Zulehner, 2008. "Why Leverage Affects Pricing," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1733-1765, July.
    43. Kremp, Elizabeth & Sevestre, Patrick, 2013. "Did the crisis induce credit rationing for French SMEs?," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3757-3772.
    44. Amit Khandelwal, 2010. "The Long and Short (of) Quality Ladders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1450-1476.
    45. Andrei A Levchenko & Logan T Lewis & Linda L Tesar, 2010. "The Collapse of International Trade during the 2008–09 Crisis: In Search of the Smoking Gun," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 214-253, December.
    46. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    47. 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.
    48. 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.
    49. Sharpe, Steven A, 1994. "Financial Market Imperfections, Firm Leverage, and the Cyclicality of Employment," American Economic Review, American Economic Association, vol. 84(4), pages 1060-1074, September.
    50. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    51. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    52. Gagnon, Joseph E., 1989. "Adjustment costs and international trade dynamics," Journal of International Economics, Elsevier, vol. 26(3-4), pages 327-344, May.
    53. 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.
    54. Bonaccorsi di Patti, Emilia & Gobbi, Giorgio, 2001. "The changing structure of local credit markets: Are small businesses special?," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2209-2237, December.
    55. Austin Nichols, 2007. "Causal inference with observational data," Stata Journal, StataCorp LP, vol. 7(4), pages 507-541, December.
    56. Brian Greenhill & Michael D. Ward & Audrey Sacks, 2011. "The Separation Plot: A New Visual Method for Evaluating the Fit of Binary Models," American Journal of Political Science, John Wiley & Sons, vol. 55(4), pages 991-1002, October.
    57. Bernini, Michele & Tomasi, Chiara, 2015. "Exchange rate pass-through and product heterogeneity: Does quality matter on the import side?," European Economic Review, Elsevier, vol. 77(C), pages 117-138.
    58. 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.
    59. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    60. Thomas Gehrig & Rune Stenbacka, 2004. "Differentiation‐Induced Switching Costs and Poaching," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(4), pages 635-655, December.
    61. Minetti, Raoul & Zhu, Susan Chun, 2011. "Credit constraints and firm export: Microeconomic evidence from Italy," Journal of International Economics, Elsevier, vol. 83(2), pages 109-125, March.
    62. repec:bla:econom:v:69:y:2002:i:276:p:583-607 is not listed on IDEAS
    63. Borenstein, Severin & Rose, Nancy L, 1995. "Bankruptcy and Pricing Behavior in U.S. Airline Markets," American Economic Review, American Economic Association, vol. 85(2), pages 397-402, May.
    64. Povel, Paul & Raith, Michael, 2004. "Financial constraints and product market competition: ex ante vs. ex post incentives," International Journal of Industrial Organization, Elsevier, vol. 22(7), pages 917-949, September.
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    Cited by:

    1. Bastos, Paulo & Silva, Joana, 2010. "The quality of a firm's exports: Where you export to matters," Journal of International Economics, Elsevier, vol. 82(2), pages 99-111, November.
    2. Carsten Eckel & Florian Unger, 2023. "Credit Constraints, Endogenous Innovations, And Price Setting In International Trade," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(4), pages 1715-1747, November.
    3. 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.
    4. L. Benfratello & A. Bottasso & C. Piccardo, 2022. "R&D and export performance: exploring heterogeneity along the export intensity distribution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(2), pages 189-232, June.
    5. ByeongHwa Choi & Volodymyr Lugovskyy, 2015. "Positive and Negative Effects of Financial Development on Export Prices," CAEPR Working Papers 2015-020, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    6. Drivas, Kyriakos & Kalyvitis, Sarantis & Katsimi, Margarita, 2023. "Export prices and markups with a common currency: Empirical evidence from Greek exporting firms and euro adoption," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 79-98.
    7. Valeria Gattai, 2015. "Internationalisation and performance at the firm-level: what we learn from Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 475-509, December.
    8. Kadochnikov, Sergey M. & Fedyunina, Anna A., 2017. "The impact of financial and human resources on the export performance of Russian firms," Economic Systems, Elsevier, vol. 41(1), pages 41-51.
    9. Sofia Anyfantaki & Sarantis Kalyvitis & Margarita Katsimi & Eirini Thomaidou, 2018. "Export pricing at the firm level with panel data," Working Papers 241, Bank of Greece.
    10. Philipp Meinen & Ana Cristina Soares, 2022. "Markups and Financial Shocks," The Economic Journal, Royal Economic Society, vol. 132(647), pages 2471-2499.
    11. Hu, Chenghao, 2024. "Finance dependence and exchange rate pass-through: Empirical evidence from China," Emerging Markets Review, Elsevier, vol. 58(C).
    12. Crinò, Rosario & Ogliari, Laura, 2015. "Financial Frictions, Product Quality, and International Trade," CEPR Discussion Papers 10555, C.E.P.R. Discussion Papers.
    13. Andrea Ciani & Francesca Bartoli, 2020. "Export quality differentiation under credit constraints," The World Economy, Wiley Blackwell, vol. 43(5), pages 1398-1433, May.
    14. Valeria Gattai, 2015. "Foreign exposure and heterogeneous performance of Italian firms: A survey of the empirical literature (1992-2014)," Working Papers 300, University of Milano-Bicocca, Department of Economics, revised Apr 2015.

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    More about this item

    Keywords

    Financial constraints; export prices; horizontal and vertical differentiation; quality adjustment;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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