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Can past informality impede registered firms’ access to credit?

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  • Dorgyles C.M. Kouakou

    (Univ Rennes, CNRS, CREM – UMR6211, F-35000 Rennes France)

Abstract

Using a large firm-level dataset from the World Bank Enterprise Surveys, which covers 134 countries from 2006 to 2023 and includes over 134,000 observations, we examine whether past informality affects the credit constraints of registered firms. Estimations, based on the entropy balancing method, indicate that registered firms that began operations informally are more likely to be credit-constrained than those that started in the formal sector. This finding is extremely robust to a variety of robustness tests, including instrumental variables, propensity score matching, potential omitted variables, restricted samples, alternative measures of credit constraints, different specifications such as Linear Probability, Logit, and Probit models, and clustering standard errors at the country level. Heterogeneity analysis reveals that the detrimental impact of past informality lessens with firm size, firm age, and better structural factors like regulatory quality, trade openness, entrepreneurial dynamism, and public spending. Productivity, competition from the informal sector, and the quality of financial statements are key channels through which past informality increases credit constraints for registered firms.

Suggested Citation

  • Dorgyles C.M. Kouakou, 2024. "Can past informality impede registered firms’ access to credit?," Economics Working Paper Archive (University of Rennes & University of Caen) 2024-08, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
  • Handle: RePEc:tut:cremwp:2024-08
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    References listed on IDEAS

    as
    1. Pellegrino, Gabriele & Savona, Maria, 2017. "No money, no honey? Financial versus knowledge and demand constraints on innovation," Research Policy, Elsevier, vol. 46(2), pages 510-521.
    2. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    3. Distinguin, Isabelle & Rugemintwari, Clovis & Tacneng, Ruth, 2016. "Can Informal Firms Hurt Registered SMEs’ Access to Credit?," World Development, Elsevier, vol. 84(C), pages 18-40.
    4. Balsmeier, Benjamin, 2017. "Unions, collective relations laws and R&D investment in emerging and developing countries," Research Policy, Elsevier, vol. 46(1), pages 292-304.
    5. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    6. 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.
    7. John Rand, 2007. "‘Credit Constraints and Determinants of the Cost of Capital in Vietnamese Manufacturing’," Small Business Economics, Springer, vol. 29(1), pages 1-13, June.
    8. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    9. Costas Meghir & Renata Narita & Jean-Marc Robin, 2015. "Wages and Informality in Developing Countries," American Economic Review, American Economic Association, vol. 105(4), pages 1509-1546, April.
    10. Jessen, Jonas & Kluve, Jochen, 2021. "The effectiveness of interventions to reduce informality in low- and middle-income countries," World Development, Elsevier, vol. 138(C).
    11. Neuenkirch, Matthias & Neumeier, Florian, 2016. "The impact of US sanctions on poverty," Journal of Development Economics, Elsevier, vol. 121(C), pages 110-119.
    12. repec:hal:spmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    13. Ana Cristina O. Siqueira & Justin W. Webb & Garry D. Bruton, 2016. "Informal Entrepreneurship and Industry Conditions," Entrepreneurship Theory and Practice, , vol. 40(1), pages 177-200, January.
    14. 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.
    15. Apeti, Ablam Estel, 2023. "Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries," World Development, Elsevier, vol. 161(C).
    16. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    17. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    18. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    19. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    20. Aterido, Reyes & Beck, Thorsten & Iacovone, Leonardo, 2013. "Access to Finance in Sub-Saharan Africa: Is There a Gender Gap?," World Development, Elsevier, vol. 47(C), pages 102-120.
    21. Balima, Hippolyte Weneyam, 2020. "Coups d’état and the cost of debt," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 509-528.
    22. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    23. Charles A. Towe & Mitchell J. Morehart, 2009. "Credit Constraints: Their Existence, Determinants, and Implications for U.S. Farm and Nonfarm Sole Proprietorships," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 275-289.
    24. Apeti, Ablam Estel & Edoh, Eyah Denise, 2023. "Tax revenue and mobile money in developing countries," Journal of Development Economics, Elsevier, vol. 161(C).
    25. Grace Kim, 2006. "Do Equally Owned Small Businesses Have Equal Access to Credit?," Small Business Economics, Springer, vol. 27(4), pages 369-386, December.
    26. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    27. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    28. Blalock, Garrick & Gertler, Paul J. & Levine, David I., 2008. "Financial constraints on investment in an emerging market crisis," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 568-591, April.
    29. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    30. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    31. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    32. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    33. Loayza, Norman V. & Rigolini, Jamele, 2011. "Informal Employment: Safety Net or Growth Engine?," World Development, Elsevier, vol. 39(9), pages 1503-1515, September.
    34. Un, C. Annique & Cuervo-Cazurra, Alvaro, 2008. "Do subsidiaries of foreign MNEs invest more in R&D than domestic firms?," Research Policy, Elsevier, vol. 37(10), pages 1812-1828, December.
    35. Elizabeth Asiedu & Isaac Kalonda-Kanyama & Leonce Ndikumana & Akwasi Nti-Addae, 2013. "Access to Credit by Firms in Sub-Saharan Africa: How Relevant Is Gender?," American Economic Review, American Economic Association, vol. 103(3), pages 293-297, May.
    36. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    37. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    38. repec:spo:wpmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    39. Kim, Dong-Hyeon & Lin, Shu-Chin & Suen, Yu-Bo, 2010. "Dynamic effects of trade openness on financial development," Economic Modelling, Elsevier, vol. 27(1), pages 254-261, January.
    40. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    41. 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.
    42. Mohammad Amin, 2023. "Does competition from informal firms hurt job creation by formal manufacturing SMEs in developing and emerging countries? Evidence using firm-level survey data," Small Business Economics, Springer, vol. 60(4), pages 1659-1681, April.
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    More about this item

    Keywords

    Past informality status; Credit constraints; Entropy balancing;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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