IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/121766.html
   My bibliography  Save this paper

Can past informality impede registered firms' access to credit?

Author

Listed:
  • KOUAKOU, Dorgyles C.M.

Abstract

Using firm-level data from the World Bank Enterprise Surveys, covering 159 countries from 2006 to 2023, 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, and different specifications such as Linear Probability, Logit, and Probit models. 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., 2024. "Can past informality impede registered firms' access to credit?," MPRA Paper 121766, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:121766
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/121766/1/MPRA_paper_121766.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/121834/1/MPRA_paper_121766.pdf
    File Function: revised version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/121834/9/MPRA_paper_121834.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sourafel Girma & Yundan Gong & Holger Görg, 2016. "Foreign Direct Investment, Access to Finance, and Innovation Activity in Chinese Enterprises," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 5, pages 79-94, World Scientific Publishing Co. Pte. Ltd..
    2. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    3. 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.
    4. 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.
    5. 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.
    6. Neuenkirch, Matthias & Neumeier, Florian, 2016. "The impact of US sanctions on poverty," Journal of Development Economics, Elsevier, vol. 121(C), pages 110-119.
    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, T.H.L. & Demirgüc-Kunt, A. & Laeven, L. & Maksimovic, V., 2006. "The determinants of financing obstacles," Other publications TiSEM 3fd6bd22-71e9-4084-87a3-1, Tilburg University, School of Economics and Management.
    9. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    10. 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.
    11. 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.
    12. 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.
    13. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    14. Jessen, Jonas & Kluve, Jochen, 2021. "The effectiveness of interventions to reduce informality in low- and middle-income countries," World Development, Elsevier, vol. 138(C).
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. repec:hal:spmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    20. 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.
    21. 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).
    22. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    23. 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.
    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. repec:hal:journl:hal-04653019 is not listed on IDEAS
    26. Grace Kim, 2006. "Do Equally Owned Small Businesses Have Equal Access to Credit?," Small Business Economics, Springer, vol. 27(4), pages 369-386, December.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. Gebreeyesus, Mulu & Mohnen, Pierre, 2013. "Innovation Performance and Embeddedness in Networks: Evidence from the Ethiopian Footwear Cluster," World Development, Elsevier, vol. 41(C), pages 302-316.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. Beck, T.H.L. & Demirgüc-Kunt, A. & Maksimovic, V., 2008. "Financing patterns around the world : Are small firms different?," Other publications TiSEM 7078f1cc-51a6-4556-b193-d, Tilburg University, School of Economics and Management.
    40. 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.
    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.
    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. Horvath, Akos & Lang, Peter, 2021. "Do loan subsidies boost the real activity of small firms?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Yohei Kobayashi, 2014. "Effect of R&D tax credits for SMEs in Japan: a microeconometric analysis focused on liquidity constraints," Small Business Economics, Springer, vol. 42(2), pages 311-327, February.
    12. Apeti, Ablam Estel & Combes, Jean-Louis & Minea, Alexandru, 2023. "Inflation targeting and the composition of public expenditure: Evidence from developing countries," Journal of Macroeconomics, Elsevier, vol. 76(C).
    13. Oleksandr Shcherbakov, 2022. "Firm‐level investment under imperfect capital markets in Ukraine," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 227-255, February.
    14. Fernández de Guevara, Juan & Maudos, Joaquín & Salvador, Carlos, 2021. "Effects of the degree of financial constraint and excessive indebtedness on firms’ investment decisions," Journal of International Money and Finance, Elsevier, vol. 110(C).
    15. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2010. "Are small firms more sensitive to financial variables?," Working Papers 2072/151623, Universitat Rovira i Virgili, Department of Economics.
    16. Söhnke M. Bartram, 2017. "Corporate Postretirement Benefit Plans and Real Investment," Management Science, INFORMS, vol. 63(2), pages 355-383, February.
    17. 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.
    18. Mertzanis, Charilaos, 2019. "Family ties, institutions and financing constraints in developing countries," Journal of Banking & Finance, Elsevier, vol. 108(C).
    19. Giovanni Dosi & Valérie Revest & Alessandro Sapio, 2016. "Financial regimes, financialization patterns and industrial performances : preliminary remarks," Post-Print halshs-01418040, HAL.
    20. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:121766. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.