IDEAS home Printed from https://ideas.repec.org/a/eee/jcecon/v53y2025i3p786-815.html

Can past informality impede registered firms’ access to credit?

Author

Listed:
  • Kouakou, Dorgyles C.M.

Abstract

Using a large firm-level dataset from the World Bank Enterprise Surveys, which covers 134 countries 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 variable, propensity score matching, alternative balancing methods that combine weighting and regression, 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

  • Kouakou, Dorgyles C.M., 2025. "Can past informality impede registered firms’ access to credit?," Journal of Comparative Economics, Elsevier, vol. 53(3), pages 786-815.
  • Handle: RePEc:eee:jcecon:v:53:y:2025:i:3:p:786-815
    DOI: 10.1016/j.jce.2025.05.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0147596725000344
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jce.2025.05.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    2. 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.
    3. 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.
    4. 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.
    5. Neuenkirch, Matthias & Neumeier, Florian, 2016. "The impact of US sanctions on poverty," Journal of Development Economics, Elsevier, vol. 121(C), pages 110-119.
    6. Annalisa Ferrando & Alexander Popov & Gregory F. Udell, 2019. "Do SMEs Benefit from Unconventional Monetary Policy and How? Microevidence from the Eurozone," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(4), pages 895-928, June.
    7. 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.
    8. 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.
    9. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    15. Tokman, Victor E., 1978. "Competition between the informal and formal sectors in retailing: The case of Santiago," World Development, Elsevier, vol. 6(9-10), pages 1187-1198.
    16. Jessen, Jonas & Kluve, Jochen, 2021. "The effectiveness of interventions to reduce informality in low- and middle-income countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 138.
    17. 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.
    18. Mendi, Pedro & Mudida, Robert, 2018. "The effect on innovation of beginning informal: Empirical evidence from Kenya," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 326-335.
    19. 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.
    20. 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.
    21. 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.
    22. repec:hal:spmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    23. 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.
    24. 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).
    25. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    26. 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.
    27. Apeti, Ablam Estel & Edoh, Eyah Denise, 2023. "Tax revenue and mobile money in developing countries," Journal of Development Economics, Elsevier, vol. 161(C).
    28. Farid Gasmi & Dorgyles Kouakou & Paul Noumba Um & Pedro Rojas Milla, 2024. "An empirical analysis of the social contract in the Middle East and North Africa region and the role of digitalization in its transformation," Post-Print hal-04653019, HAL.
    29. Grace Kim, 2006. "Do Equally Owned Small Businesses Have Equal Access to Credit?," Small Business Economics, Springer, vol. 27(4), pages 369-386, December.
    30. 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.
    31. 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.
    32. Guillermo E. Perry & William F. Maloney & Omar S. Arias & Pablo Fajnzylber & Andrew D. Mason & Jaime Saavedra-Chanduvi, 2007. "Informality : Exit and Exclusion," World Bank Publications - Books, The World Bank Group, number 6730, April.
    33. 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.
    34. 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.
    35. 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.
    36. Fu, Xiaolan & Mohnen, Pierre & Zanello, Giacomo, 2018. "Innovation and productivity in formal and informal firms in Ghana," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 315-325.
    37. Ablam Estel Apeti & Eyah Denise Edoh, 2023. "Tax revenue and mobile money in developing countries," Post-Print hal-04712070, HAL.
    38. Heredia Pérez, Jorge A. & Kunc, Martin H. & Durst, Susanne & Flores, Alejandro & Geldes, Cristian, 2018. "Impact of competition from unregistered firms on R&D investment by industrial sectors in emerging economies," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 179-189.
    39. 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.
    40. Mendi, Pedro & Costamagna, Rodrigo, 2017. "Managing innovation under competitive pressure from informal producers," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 192-202.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    45. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    46. 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.
    47. Brancati, Emanuele & Di Maio, Michele & Rahman, Aminur, 2024. "Finance, informal competition, and expectations: A firm-level analysis," World Development, Elsevier, vol. 173(C).
    48. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    49. Costas Meghir & Renata Narita & Jean-Marc Robin, 2015. "Wages and Informality in Developing Countries," SciencePo Working papers hal-03587627, HAL.
    50. Concha Artola & Veronique Genre, 2011. "Euro Area SMEs under Financial Constraints: Belief or Reality?," CESifo Working Paper Series 3650, CESifo.
    51. Loayza, Norman V. & Rigolini, Jamele, 2011. "Informal Employment: Safety Net or Growth Engine?," World Development, Elsevier, vol. 39(9), pages 1503-1515, September.
    52. 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.
    53. repec:spo:wpmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    54. Mohammad Amin & Yew Chong Soh, 2021. "Does Greater Regulatory Burden Lead to More Corruption? Evidence Using Firm-Level Survey Data for Developing Countries," The World Bank Economic Review, World Bank, vol. 35(3), pages 812-828.
    55. 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.
    Full references (including those not matched with items on IDEAS)

    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. Dorgyles C.M. Kouakou, 2025. "Can past informality impede registered firms' access to credit?," Post-Print hal-05305016, HAL.
    2. KOUAKOU, Dorgyles C.M., 2024. "Can past informality impede registered firms' access to credit?," MPRA Paper 121766, University Library of Munich, Germany.
    3. 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.
    4. Dorgyles C.M. Kouakou, 2024. "The effect of informal competition on registered firms’ credit constraints: Global evidence, channels, and the roles of productivity and financial development," Economics Working Paper Archive (University of Rennes & University of Caen) 2024-10, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    5. Farid Gasmi & Dorgyles C. M. Kouakou & Maruf Sanni, 2025. "Firms' sustainable and responsible innovation in Nigeria: Does informality play a role?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(1), pages 139-164, January.
    6. Horvath, Akos & Lang, Peter, 2021. "Do loan subsidies boost the real activity of small firms?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    7. KOUAKOU, Dorgyles C.M. & YEO, Kolotioloma I.H., 2023. "Can innovation reduce the size of the informal economy? Econometric evidence from 138 countries," MPRA Paper 119264, University Library of Munich, Germany.
    8. Coulibaly, Yacouba, 2025. "The effects of resource-backed loans on deforestation: Evidence from developing countries," World Development, Elsevier, vol. 188(C).
    9. Apeti, Ablam Estel & Combes, Jean-Louis & Minea, Alexandru, 2024. "Inflation targeting and fiscal policy volatility: Evidence from developing countries," Journal of International Money and Finance, Elsevier, vol. 141(C).
    10. 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.
    11. Brancati,Emanuele-000592383 & Di Maio,Michele & Rahman,Aminur, 2022. "Jobs, Access to Credit, and Informality in MENA Countries," Policy Research Working Paper Series 10061, The World Bank.
    12. 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.
    13. Mertzanis, Charilaos, 2019. "Family ties, institutions and financing constraints in developing countries," Journal of Banking & Finance, Elsevier, vol. 108(C).
    14. Sasan Bakhtiari & Robert Breunig & Lisa Magnani & Jacquelyn Zhang, 2020. "Financial Constraints and Small and Medium Enterprises: A Review," The Economic Record, The Economic Society of Australia, vol. 96(315), pages 506-523, December.
    15. Liu, Duan & Li, Zhiyuan & He, Hongbo & Hou, Wenxuan, 2021. "The determinants of R&D smoothing with asset sales: Evidence from R&D-intensive firms in China," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 76-93.
    16. Chiara Coluzzi & Annalisa Ferrando & Carmen Martínez-Carrascal, 2009. "Financing obstacles and growth: An analysis for euro area non-financial corporations," Working Papers 0836, Banco de España.
    17. Brancati, Emanuele & Di Maio, Michele & Rahman, Aminur, 2024. "Finance, informal competition, and expectations: A firm-level analysis," World Development, Elsevier, vol. 173(C).
    18. Filipe Silva & Carlos Carreira, 2012. "Measuring Firms’ Financial Constraints: A Rough Guide," Notas Económicas, Faculty of Economics, University of Coimbra, issue 36, pages 23-46, December.
    19. Steinbuks, J., 2008. "Financial constraints and firms' investment: results of a natural experiment measuring firm response to power interruption," Cambridge Working Papers in Economics 0844, Faculty of Economics, University of Cambridge.
    20. Czarnitzki, Dirk & Giebel, Marek, 2021. "Financial constraints for R&D and innovation: New evidence from a survey experiment," ZEW Discussion Papers 21-084, ZEW - Leibniz Centre for European Economic Research.

    More about this item

    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

    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:eee:jcecon:v:53:y:2025:i:3:p:786-815. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622864 .

    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.