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Dynamics of Trade Credit, Bank Credit Extension, Sustainable Economic Growth, and Imports: Evidence from the European Non-Financial Sector

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  • Cengizhan Karaca

    (Social Sciences Vocational School, Gaziantep University, 27310 Gaziantep, Turkey)

Abstract

This study investigates the relationship between trade credit and sustainable economic growth, bank credit extension, and imports in the context of 15 European non-financial sectors spanning 2005Q1 to 2019Q2. Furthermore, it attempts to unveil the nonlinear relationship between trade and bank credit extension. To achieve these aims, balanced panel data are constructed and second-generation panel data are used to analyze Panel AMG Estimation, and an improved panel causality test for heterogeneous panels is employed. To enhance the robustness of the study, the results are scrutinized on a country-specific basis. The findings revealed a positive relationship between trade credit and both sustainable economic growth and imports, whereas a negative correlation was found with bank credit extension. These divergent outcomes at the country level were thoroughly discussed. Finally, a bilateral causality is identified between trade credit and economic growth, bank credit extension, and total manufacturing production, whereas a unidirectional causality is found with import activities.

Suggested Citation

  • Cengizhan Karaca, 2023. "Dynamics of Trade Credit, Bank Credit Extension, Sustainable Economic Growth, and Imports: Evidence from the European Non-Financial Sector," Sustainability, MDPI, vol. 15(17), pages 1-24, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:17:p:12857-:d:1224947
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    as
    1. Nam, Hocheol & Uchida, Konari, 2019. "Accounts payable and firm value: International evidence," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 116-137.
    2. Huang, Hui & Shi, Xiaojun & Zhang, Shunming, 2011. "Counter-cyclical substitution between trade credit and bank credit," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 1859-1878, August.
    3. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    4. Emery, Gary W & Nayar, Nandkumar, 1998. "Product Quality and Payment Policy," Review of Quantitative Finance and Accounting, Springer, vol. 10(3), pages 269-284, May.
    5. Richard Pike & Nam Sang Cheng & Karen Cravens & Dawne Lamminmaki, 2005. "Trade Credit Terms: Asymmetric Information and Price Discrimination Evidence From Three Continents," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(5-6), pages 1197-1236.
    6. Maria Cristina Arcuri & Raoul Pisani, 2021. "Is Trade Credit a Sustainable Resource for Medium-Sized Italian Green Companies?," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    7. Gaoke Wu & Bo Feng & Libin Guo, 2021. "Optimal Procurement Strategy for Supply Chain with Trade Credit and Backorder under CVaR Criterion," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    8. Michael Machokoto & Daniel Gyimah & Boulis Maher Ibrahim, 2022. "The evolution of trade credit: new evidence from developed versus developing countries," Review of Quantitative Finance and Accounting, Springer, vol. 59(3), pages 857-912, October.
    9. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    10. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    11. Lee, Yul W. & Stowe, John D., 1993. "Product Risk, Asymmetric Information, and Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(2), pages 285-300, June.
    12. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    13. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    14. Hassan, Fadi & Esposito, Federico, 2023. "Import Competition, Trade Credit, and Financial Frictions in General Equilibrium," CEPR Discussion Papers 17926, C.E.P.R. Discussion Papers.
    15. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    16. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    19. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    20. McGuinness, Gerard & Hogan, Teresa & Powell, Ronan, 2018. "European trade credit use and SME survival," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 81-103.
    21. Mateut, Simona & Bougheas, Spiros & Mizen, Paul, 2006. "Trade credit, bank lending and monetary policy transmission," European Economic Review, Elsevier, vol. 50(3), pages 603-629, April.
    22. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    23. Emery, Gary W., 1987. "An Optimal Financial Response to Variable Demand," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(2), pages 209-225, June.
    24. Xiuping Ji & Feiran Dong & Chen Zheng & Naipeng Bu, 2022. "The Influences of International Trade on Sustainable Economic Growth: An Economic Policy Perspective," Sustainability, MDPI, vol. 14(5), pages 1-15, February.
    25. J. Stephen Ferris, 1981. "A Transactions Theory of Trade Credit Use," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(2), pages 243-270.
    26. Chee K. Ng & Janet Kiholm Smith & Richard L. Smith, 1999. "Evidence on the Determinants of Credit Terms Used in Interfirm Trade," Journal of Finance, American Finance Association, vol. 54(3), pages 1109-1129, June.
    27. Anne-France Delannay & Laurent Weill, 2005. "The Determinants of Trade Credit in Transition Countries," Economic Change and Restructuring, Springer, vol. 37(3), pages 173-193, September.
    28. El Ghoul, Sadok & Zheng, Xiaolan, 2016. "Trade credit provision and national culture," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 475-501.
    29. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    30. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    31. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    32. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    33. Li Huang & Qianwei Ying & Shanye Yang & Hazrat Hassan, 2019. "Trade Credit Financing and Sustainable Growth of Firms: Empirical Evidence from China," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
    34. Hyunsoo Kang, 2021. "CO 2 Emissions Embodied in International Trade and Economic Growth: Empirical Evidence for OECD and Non-OECD Countries," Sustainability, MDPI, vol. 13(21), pages 1-20, November.
    35. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    36. Jyrki Niskanen & Mervi Niskanen, 2006. "The Determinants of Corporate Trade Credit Policies in a Bank‐dominated Financial Environment: the Case of Finnish Small Firms," European Financial Management, European Financial Management Association, vol. 12(1), pages 81-102, January.
    37. Nancy Huyghebaert, 2006. "On the Determinants and Dynamics of Trade Credit Use: Empirical Evidence from Business Start-ups," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(1-2), pages 305-328.
    38. Nam Sang Cheng & Richard Pike, 2003. "The trade credit decision: evidence of UK firms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(6-7), pages 419-438.
    39. Richard Pike & Nam Sang Cheng & Karen Cravens & Dawne Lamminmaki, 2005. "Trade Credit Terms: Asymmetric Information and Price Discrimination Evidence From Three Continents," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(5‐6), pages 1197-1236, June.
    40. Simona Mateut, 2005. "Trade Credit and Monetary Policy Transmission," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 655-670, September.
    41. Tang, Ying & Moro, Andrea, 2020. "Trade credit in China: Exploring the link between short term debt and payables," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    42. Nancy Huyghebaert, 2006. "On the Determinants and Dynamics of Trade Credit Use: Empirical Evidence from Business Start‐ups," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(1‐2), pages 305-328, January.
    43. Sam Hobbs & Dimitrios Paparas & Mostafa E. AboElsoud, 2021. "Does Foreign Direct Investment and Trade Promote Economic Growth? Evidence from Albania," Economies, MDPI, vol. 9(1), pages 1-19, January.
    44. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2001. "Firms as financial intermediaries - evidence from trade credit data," Policy Research Working Paper Series 2696, The World Bank.
    45. E. M. Ekanayake & Ranjini Thaver, 2021. "The Nexus between Financial Development and Economic Growth: Panel Data Evidence from Developing Countries," JRFM, MDPI, vol. 14(10), pages 1-24, October.
    46. Yothin Jinjarak, 2007. "On the Causality between Trade Credits and Imports: Evidence and Possible Implication for Trade Penalties on Debt Defaults," International Economic Journal, Taylor & Francis Journals, vol. 21(3), pages 317-333.
    47. Matthew D. Hill & G. Wayne Kelly & G. Brandon Lockhart, 2012. "Shareholder Returns from Supplying Trade Credit," Financial Management, Financial Management Association International, vol. 41(1), pages 255-280, March.
    48. Dye, Chung-Yuan & Yang, Chih-Te, 2015. "Sustainable trade credit and replenishment decisions with credit-linked demand under carbon emission constraints," European Journal of Operational Research, Elsevier, vol. 244(1), pages 187-200.
    49. Emery, Gary W., 1984. "A Pure Financial Explanation for Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(3), pages 271-285, September.
    50. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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