IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v120y2023ics0264999322004199.html
   My bibliography  Save this article

Digital innovation and financial access for small and medium-sized enterprises in a currency union

Author

Listed:
  • Kame Babilla, Thierry U.

Abstract

This paper studies how digital innovation affects small and medium-sized enterprises’ financial access and productivity growth in a currency union with an incomplete credit market. Theoretically, while the effects of inclusive banking are ambiguous, digital financial innovation’s impact on financial access is yet to be fully explored. Using quarterly data from the West African Monetary Union over the period 1986Q2–20221Q1, we estimated a dynamic general equilibrium framework that disentangles digital financial inclusion from inclusive banking and features heterogeneity among firms. We found that digital innovation solves credit discrepancies among firms beyond inclusive banking. Digital innovation enhances small and medium-sized enterprises’ financial access by alleviating financial frictions arising from collateral and borrowing constraints. Digital financial inclusion amplifies the propagation of financial mechanisms into small and medium-sized enterprises’ productivity expansion that spills over throughout the currency union. The efficiency effects explain why digital financial inclusion enables better SMEs’ financial access than inclusive banking.

Suggested Citation

  • Kame Babilla, Thierry U., 2023. "Digital innovation and financial access for small and medium-sized enterprises in a currency union," Economic Modelling, Elsevier, vol. 120(C).
  • Handle: RePEc:eee:ecmode:v:120:y:2023:i:c:s0264999322004199
    DOI: 10.1016/j.econmod.2022.106182
    as

    Download full text from publisher

    File URL: https://www.sciencedirect.com/science/article/pii/S0264999322004199
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2022.106182?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Markus K. Brunnermeier & Yuliy Sannikov, 2014. "A Macroeconomic Model with a Financial Sector," American Economic Review, American Economic Association, vol. 104(2), pages 379-421, February.
    2. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    3. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
    4. Zlate, Andrei, 2016. "Offshore production and business cycle dynamics with heterogeneous firms," Journal of International Economics, Elsevier, vol. 100(C), pages 34-49.
    5. Merola, Rossana, 2015. "The role of financial frictions during the crisis: An estimated DSGE model," Economic Modelling, Elsevier, vol. 48(C), pages 70-82.
    6. Bailliu, Jeannine & Meh, Cesaire & Zhang, Yahong, 2015. "Macroprudential rules and monetary policy when financial frictions matter," Economic Modelling, Elsevier, vol. 50(C), pages 148-161.
    7. Harald Fadinger & Christian Ghiglino & Mariya Teteryatnikova, 2022. "Income Differences, Productivity, and Input-Output Networks," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(2), pages 367-415, April.
    8. Ufuk Akcigit & William R. Kerr, 2018. "Growth through Heterogeneous Innovations," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1374-1443.
    9. Veronica Guerrieri & Guido Lorenzoni, 2017. "Credit Crises, Precautionary Savings, and the Liquidity Trap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1427-1467.
    10. Christoph Görtz & John D. Tsoukalas & Francesco Zanetti, 2022. "News Shocks under Financial Frictions," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(4), pages 210-243, October.
    11. Suri, Tavneet & Bharadwaj, Prashant & Jack, William, 2021. "Fintech and household resilience to shocks: Evidence from digital loans in Kenya," Journal of Development Economics, Elsevier, vol. 153(C).
    12. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    13. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    14. Alejandro Justiniano & Giorgio Primiceri & Andrea Tambalotti, 2011. "Investment Shocks and the Relative Price of Investment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 101-121, January.
    15. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    16. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    17. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    18. Jorge Miranda-Pinto & Eric R. Young, 2022. "Flexibility and Frictions in Multisector Models," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 450-480, July.
    19. Franklin Allen & Elena Carletti & Robert Cull & Jun ‘QJ’ Qian & Lemma Senbet & Patricio Valenzuela, 2014. "The African Financial Development and Financial Inclusion Gaps," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 614-642.
    20. Saki Bigio & Adrien d'Avernas, 2021. "Financial Risk Capacity," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(4), pages 142-181, October.
    21. Rachel M.B. Atkins & Lisa Cook & Robert Seamans, 2022. "Using Technology to Tackle Discrimination in Lending: The Role of Fintechs in the Paycheck Protection Program," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 296-298, May.
    22. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    23. Mark Gertler & Nobuhiro Kiyotaki & Andrea Prestipino, 2020. "A Macroeconomic Model with Financial Panics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 240-288.
    24. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    25. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    26. Tasso Adamopoulos & Diego Restuccia, 2020. "Land Reform and Productivity: A Quantitative Analysis with Micro Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(3), pages 1-39, July.
    27. Guerrieri, Luca & Iacoviello, Matteo, 2017. "Collateral constraints and macroeconomic asymmetries," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 28-49.
    28. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    29. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    30. Paula Bustos & Gabriel Garber & Jacopo Ponticelli, 2020. "Capital Accumulation and Structural Transformation [“Capital Deepening and Nonbalanced Economic Growth”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 1037-1094.
    31. Andrea Ajello, 2016. "Financial Intermediation, Investment Dynamics, and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 106(8), pages 2256-2303, August.
    32. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : II. New directions," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 309-341.
    33. Hirakata, Naohisa & Sudo, Nao & Ueda, Kozo, 2011. "Do banking shocks matter for the U.S. economy?," Journal of Economic Dynamics and Control, Elsevier, vol. 35(12), pages 2042-2063.
    34. Ian Christensen & Ali Dib, 2008. "The Financial Accelerator in an Estimated New Keynesian Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(1), pages 155-178, January.
    35. Kudlyak, Marianna & Sánchez, Juan M., 2017. "Revisiting the behavior of small and large firms during the 2008 financial crisis," Journal of Economic Dynamics and Control, Elsevier, vol. 77(C), pages 48-69.
    36. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    37. Prashant Bharadwaj & Tavneet Suri, 2020. "Improving Financial Inclusion through Digital Savings and Credit," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 584-588, May.
    38. Marco Bassetto & Marco Cagetti & Mariacristina De Nardi, 2015. "Credit Crunches and Credit Allocation in a Model of Entrepreneurship," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 53-76, January.
    39. George-Marios Angeletos & Fabrice Collard & Harris Dellas, 2020. "Business-Cycle Anatomy," American Economic Review, American Economic Association, vol. 110(10), pages 3030-3070, October.
    40. Francisco J. Buera & Benjamin Moll, 2015. "Aggregate Implications of a Credit Crunch: The Importance of Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 1-42, July.
    41. Greg Kaplan & Benjamin Moll & Giovanni L. Violante, 2018. "Monetary Policy According to HANK," American Economic Review, American Economic Association, vol. 108(3), pages 697-743, March.
    42. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    43. Matteo Iacoviello, 2015. "Financial Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 140-164, January.
    44. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
    45. Mark Gertler & Nobuhiro Kiyotaki, 2015. "Banking, Liquidity, and Bank Runs in an Infinite Horizon Economy," American Economic Review, American Economic Association, vol. 105(7), pages 2011-2043, July.
    46. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599, Elsevier.
    47. J. David Brown & John S. Earle & Mee Jung Kim & Kyung Min Lee & Jared Wold, 2022. "Black-Owned Firms, Financial Constraints, and the Firm Size Gap," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 282-286, May.
    48. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    49. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    50. Felipe S. Iachan & Plamen T. Nenov & Alp Simsek, 2021. "The Choice Channel of Financial Innovation," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 333-372, April.
    51. Abhijit V. Banerjee & Benjamin Moll, 2010. "Why Does Misallocation Persist?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 189-206, January.
    52. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    53. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    54. Zheng Liu & Pengfei Wang & Tao Zha, 2013. "Land‐Price Dynamics and Macroeconomic Fluctuations," Econometrica, Econometric Society, vol. 81(3), pages 1147-1184, May.
    55. Beck, Thorsten & Pamuk, Haki & Ramrattan, Ravindra & Uras, Burak R., 2018. "Payment instruments, finance and development," Journal of Development Economics, Elsevier, vol. 133(C), pages 162-186.
    56. Kamber, Günes & Smith, Christie & Thoenissen, Christoph, 2015. "Financial frictions and the role of investment-specific technology shocks in the business cycle," Economic Modelling, Elsevier, vol. 51(C), pages 571-582.
    57. Sina T. Ates & Felipe E. Saffie, 2021. "Fewer but Better: Sudden Stops, Firm Entry, and Financial Selection," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 304-356, July.
    58. Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-164, April.
    59. Isaac Mbiti & David N. Weil, 2013. "The Home Economics of E-Money: Velocity, Cash Management, and Discount Rates of M-Pesa Users," American Economic Review, American Economic Association, vol. 103(3), pages 369-374, May.
    60. G. Jacob Blackwood & Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2021. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 142-172, July.
    61. Nicolas Crouzet & Neil R. Mehrotra, 2020. "Small and Large Firms over the Business Cycle," American Economic Review, American Economic Association, vol. 110(11), pages 3549-3601, November.
    62. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    63. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    64. Aaron Mehrotra & James Yetman, 2015. "Financial inclusion - issues for central banks," BIS Quarterly Review, Bank for International Settlements, March.
    65. Bilbiie, Florin O., 2020. "The New Keynesian cross," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 90-108.
    66. Hart, Oliver D., 1975. "On the optimality of equilibrium when the market structure is incomplete," Journal of Economic Theory, Elsevier, vol. 11(3), pages 418-443, December.
    67. Dabla-Norris, Era & Ji, Yan & Townsend, Robert M. & Filiz Unsal, D., 2021. "Distinguishing constraints on financial inclusion and their impact on GDP, TFP, and the distribution of income," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 1-18.
    68. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    69. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : I. The basic neoclassical model," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 195-232.
    70. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    71. Ana Fostel & John Geanakoplos, 2016. "Financial Innovation, Collateral, and Investment," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(1), pages 242-284, January.
    72. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    73. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    74. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    75. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    76. Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
    77. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    78. John B. Taylor, 1995. "The Monetary Transmission Mechanism: An Empirical Framework," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 11-26, Fall.
    79. John Geanakoplos & Haobin Wang, 2020. "Quantitative Easing, Collateral Constraints, and Financial Spillovers," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(4), pages 180-217, October.
    80. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    81. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    82. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    83. Johannes F. Wieland & Mu‐Jeung Yang, 2020. "Financial Dampening," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(1), pages 79-113, February.
    84. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    85. Mattias Almgren & José-Elías Gallegos & John Kramer & Ricardo Lima, 2022. "Monetary Policy and Liquidity Constraints: Evidence from the Euro Area," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(4), pages 309-340, October.
    86. Ozge Akinci & Albert Queralto, 2022. "Credit Spreads, Financial Crises, and Macroprudential Policy," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(2), pages 469-507, April.
    87. John Bailey Jones & Sangeeta Pratap, 2020. "An Estimated Structural Model of Entrepreneurial Behavior," American Economic Review, American Economic Association, vol. 110(9), pages 2859-2898, September.
    88. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    89. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    90. Begenau, Juliane, 2020. "Capital requirements, risk choice, and liquidity provision in a business-cycle model," Journal of Financial Economics, Elsevier, vol. 136(2), pages 355-378.
    91. Pierre-Olivier Gourinchas & Şebnem Kalemli-Özcan & Veronika Penciakova & Nick Sander, 2021. "COVID-19 and Small- and Medium-Sized Enterprises: A 2021 "Time Bomb"?," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 282-286, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gao, Xiaoxue, 2023. "Digital transformation in finance and its role in promoting financial transparency," Global Finance Journal, Elsevier, vol. 58(C).

    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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Becard, Yvan & Gauthier, David, 2023. "Banks, nonbanks, and business cycles," European Economic Review, Elsevier, vol. 154(C).
    3. Beck, Thorsten & Colciago, Andrea & Pfajfar, Damjan, 2014. "The role of financial intermediaries in monetary policy transmission," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 1-11.
    4. Markus K. Brunnermeier & Thomas M. Eisenbach & Yuliy Sannikov, 2012. "Macroeconomics with Financial Frictions: A Survey," Levine's Working Paper Archive 786969000000000384, David K. Levine.
    5. Yépez, Carlos A., 2018. "Financial intermediation and real estate prices impact on business cycles: A Bayesian analysis," The North American Journal of Economics and Finance, Elsevier, vol. 45(C), pages 138-160.
    6. Carlos Carvalho & Nilda Pasca & Laura Souza & Eduardo Zilberman, 2023. "Macroeconomic Effects of Credit Deepening in Latin America," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(7), pages 1817-1855, October.
    7. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2018. "On DSGE Models," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 113-140, Summer.
    8. Thomas Drechsel, 2023. "Earnings-Based Borrowing Constraints and Macroeconomic Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 1-34, April.
    9. Michał Brzoza‐Brzezina & Marcin Kolasa, 2013. "Bayesian Evaluation of DSGE Models with Financial Frictions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(8), pages 1451-1476, December.
    10. Andrea Silvestrini & Andrea Zaghini, 2015. "Financial shocks and the real economy in a nonlinear world: a survey of the theoretical and empirical literature," Questioni di Economia e Finanza (Occasional Papers) 255, Bank of Italy, Economic Research and International Relations Area.
    11. Aicha Kharazi, 2022. "Macroeconomic Effects of Collateral Requirements and Financial Shocks," BEMPS - Bozen Economics & Management Paper Series BEMPS93, Faculty of Economics and Management at the Free University of Bozen.
    12. Kamber, Günes & Smith, Christie & Thoenissen, Christoph, 2015. "Financial frictions and the role of investment-specific technology shocks in the business cycle," Economic Modelling, Elsevier, vol. 51(C), pages 571-582.
    13. Francesco Furlanetto & Francesco Ravazzolo & Samad Sarferaz, 2019. "Identification of Financial Factors in Economic Fluctuations," The Economic Journal, Royal Economic Society, vol. 129(617), pages 311-337.
    14. Shirai, Daichi, 2016. "Persistence and Amplification of Financial Frictions," MPRA Paper 72187, University Library of Munich, Germany.
    15. Ai, Hengjie & Li, Kai & Yang, Fang, 2020. "Financial intermediation and capital reallocation," Journal of Financial Economics, Elsevier, vol. 138(3), pages 663-686.
    16. Merola, Rossana, 2015. "The role of financial frictions during the crisis: An estimated DSGE model," Economic Modelling, Elsevier, vol. 48(C), pages 70-82.
    17. Ikeda, Daisuke, 2020. "Adverse selection, lemons shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 94-112.
    18. Sami Alpanda & Gino Cateau & Césaire Meh, 2018. "A policy model to analyze macroprudential regulations and monetary policy," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(3), pages 828-863, August.
    19. Guerrieri, Luca & Iacoviello, Matteo, 2017. "Collateral constraints and macroeconomic asymmetries," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 28-49.
    20. Shirota, Toyoichiro, 2018. "What is the major source of business cycles: Spillovers from land prices, investment shocks, or anything else?," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 138-149.

    More about this item

    Keywords

    Digital innovation; Financial access; Small and medium-size enterprises; Digital financial inclusion; Currency union;
    All these keywords.

    JEL classification:

    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:ecmode:v:120:y:2023:i:c:s0264999322004199. 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: https://www.elsevier.com/locate/inca/30411 .

    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.