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Information Asymmetry, Financialisation and Financial Access

Author

Listed:
  • Simplice A. Asongu

    (Yaoundé/Cameroon)

  • Nicholas M. Odhiambo

    (Pretoria, South Africa)

Abstract
This study investigates whether information sharing channels that are meant to reduce information asymmetry have led to an increase in financial access. The study employs a Generalised Method of Moments technique using data from 53 African countries during the period from 2004-2011 to examine this linkage. Information sharing channels are theoretically designed to promote the formal financial sector and discourage the informal financial sector. The study uses two information sharing channels: private credit bureaus and public credit registries. The study found that both information sharing channels have a positive and significant impact on financial access. The study also found that public credit registries complement the formal financial sector to promote financial access. The policy implications are discussed.

Suggested Citation

  • Simplice A. Asongu & Nicholas M. Odhiambo, 2018. "Information Asymmetry, Financialisation and Financial Access," Research Africa Network Working Papers 18/019, Research Africa Network (RAN).
    • Handle: RePEc:abh:wpaper:18/019
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    1. Alberto Bennardo & Marco Pagano & Salvatore Piccolo, 2015. "Multiple Bank Lending, Creditor Rights, and Information Sharing," Review of Finance, European Finance Association, vol. 19(2), pages 519-570.
    2. Artashes Karapetyan & Bogdan Stacescu, 2014. "Information Sharing and Information Acquisition in Credit Markets," Review of Finance, European Finance Association, vol. 18(4), pages 1583-1615.
    3. Tullio Jappelli & Marco Pagano, 2005. "Role and Effects of Credit Information Sharing," CSEF Working Papers 136, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    4. Asongu, Simplice & Nwachukwu, Jacinta & Tchamyou, Vanessa, 2015. "Information Asymmetry and Financial Development Dynamics in Africa," MPRA Paper 68315, University Library of Munich, Germany.
    5. Vanessa Simen Tchamyou, 2020. "Education, lifelong learning, inequality and financial access: evidence from African countries," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 7-25, January.
    6. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    7. Giuseppe Bertola & Richard Disney & Charles Grant (ed.), 2006. "The Economics of Consumer Credit," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262026015, April.
    8. Leonce Ndikumana & Theresa Mannah-Blankson, 2015. "Financing Domestic Investment in African Countries: Does the Source of Financing Matter?," Journal of African Development, African Finance and Economic Association (AFEA), vol. 17(2), pages 19-48.
    9. Simplice A. Asongu, 2014. "Knowledge Economy and Financial Sector Competition in African Countries," African Development Review, African Development Bank, vol. 26(2), pages 333-346, June.
    10. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    11. Simplice A. Asongu & Jacinta C. Nwachukwu, 2017. "Not all that glitters is gold: ICT and inclusive human development in Sub-Saharan Africa," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 3(4), pages 303-322.
    12. Michael Enowbi‐Batuo & Mlambo Kupukile, 2010. "How can economic and political liberalisation improve financial development in African countries?," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 2(1), pages 35-59, April.
    13. Boateng, Agyenim & Asongu, Simplice & Akamavi, Raphael & Tchamyou, Vanessa, 2018. "Information asymmetry and market power in the African banking industry," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 69-83.
    14. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    15. Simplice Asongu, 2015. "Liberalisation and Financial Sector Competition: A Critical Contribution to the Empirics with an African Assessment," South African Journal of Economics, Economic Society of South Africa, vol. 83(3), pages 425-451, September.
    16. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    17. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Foreign aid and governance in Africa," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 69-88, January.
    18. Paolo Coccorese, 2012. "Information sharing, market competition and antitrust intervention: a lesson from the Italian insurance sector," Applied Economics, Taylor & Francis Journals, vol. 44(3), pages 351-359, January.
    19. Simplice Asongu & Jacinta Nwachukwu, 2018. "Bank size, information sharing and financial access in Africa," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 14(2), pages 188-209, February.
    20. Huybens, Elisabeth & Smith, Bruce D., 1999. "Inflation, financial markets and long-run real activity," Journal of Monetary Economics, Elsevier, vol. 43(2), pages 283-315, April.
    21. Simplice Asongu, 2015. "Financial Sector Competition and Knowledge Economy: Evidence from SSA and MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 717-748, December.
    22. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    23. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    24. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    25. Simplice A. Asongu & John C. Anyanwu & Vanessa S. Tchamyou, 2019. "Technology-driven information sharing and conditional financial development in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 25(4), pages 630-659, October.
    26. Dwight Jaffee & Mark Levonian, 2001. "The Structure of Banking Systems in Developed and Transition Economies," European Financial Management, European Financial Management Association, vol. 7(2), pages 161-181, June.
    27. Karapetyan, Artashes & Stacescu, Bogdan, 2014. "Does information sharing reduce the role of collateral as a screening device?," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 48-57.
    28. Simplice A. Asongu & Sara Le Roux & Vanessa S. Tchamyou, 2019. "Essential information sharing thresholds for reducing market power in financial access: a study of the African banking industry," Journal of Banking Regulation, Palgrave Macmillan, vol. 20(1), pages 34-50, March.
    29. Muazu Ibrahim & Paul Alagidede, 2017. "Financial Development, Growth Volatility and Information Asymmetry in Sub†Saharan Africa: Does Law Matter?," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 570-588, December.
    30. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    31. Asongu, Simplice A. & Le Roux, Sara, 2017. "Enhancing ICT for inclusive human development in Sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 44-54.
    32. Mr. David Hauner & Mr. Shanaka J Peiris, 2005. "Bank Efficiency and Competition in Low-Income Countries: The Case of Uganda," IMF Working Papers 2005/240, International Monetary Fund.
    33. Sandrine Kablan, 2010. "Banking Efficiency and Financial Development in Sub-Saharan Africa," IMF Working Papers 2010/136, International Monetary Fund.
    34. Tchamyou, Vanessa S. & Asongu, Simplice A., 2017. "Conditional market timing in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1355-1366.
    35. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    36. Simplice A. Asongu, 2014. "Correcting Inflation with Financial Dynamic Fundamentals: Which Adjustments Matter in Africa?," Journal of African Business, Taylor & Francis Journals, vol. 15(1), pages 64-73, April.
    37. Asongu, Simplice A. & Biekpe, Nicholas, 2018. "ICT, information asymmetry and market power in African banking industry," Research in International Business and Finance, Elsevier, vol. 44(C), pages 518-531.
    38. Venessa S. Tchamyou & Simplice A. Asongu & Jacinta C. Nwachukwu, 2018. "Effects of asymmetric information on market timing in the mutual fund industry," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 14(5), pages 542-557, May.
    39. Babajide Fowowe, 2014. "Law and Finance Revisited: Evidence from African Countries," South African Journal of Economics, Economic Society of South Africa, vol. 82(2), pages 193-208, June.
    40. Padilla, A. Jorge & Pagano, Marco, 2000. "Sharing default information as a borrower discipline device," European Economic Review, Elsevier, vol. 44(10), pages 1951-1980, December.
    41. Asongu, Simplice & Anyanwu, John & Tchamyou, Vanessa, 2016. "Information sharing and conditional financial development in Africa," MPRA Paper 74653, University Library of Munich, Germany.
    42. Sandrine Kablan, 2009. "Mesure de la Performance des Banques dans les Pays en Développement : Le Cas de l'UEMOA (Union Economique et Monétaire Ouest Africaine)," African Development Review, African Development Bank, vol. 21(2), pages 367-399.
    43. Temple, Jonathan & Huang, Yongfu, 2005. "Does External Trade Promote Financial Development?," CEPR Discussion Papers 5150, C.E.P.R. Discussion Papers.
    44. Yongfu Huang, 2011. "Private Investment and Financial Development," Palgrave Macmillan Books, in: Determinants of Financial Development, chapter 3, pages 64-100, Palgrave Macmillan.
    45. Mr. Magnus Saxegaard, 2006. "Excess Liquidity and Effectiveness of Monetary Policy: Evidence from Sub-Saharan Africa," IMF Working Papers 2006/115, International Monetary Fund.
    46. Kusi, Baah Aye & Agbloyor, Elikplimi Komla & Ansah-Adu, Kwadjo & Gyeke-Dako, Agyapomaa, 2017. "Bank credit risk and credit information sharing in Africa: Does credit information sharing institutions and context matter?," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1123-1136.
    47. Yongfu Huang, 2011. "Private investment and financial development in a globalized world," Empirical Economics, Springer, vol. 41(1), pages 43-56, August.
    48. Ashenafi Beyene Fanta, 2016. "Complementarity between Relationship Lending and Collateral in SME Access to Bank Credit: Evidence from Ethiopia," Journal of African Business, Taylor & Francis Journals, vol. 17(3), pages 308-318, September.
    49. Robert Hauswald & Robert Marquez, 2003. "Information Technology and Financial Services Competition," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 921-948, July.
    50. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    51. Simplice Asongu, 2014. "Financial development dynamic thresholds of financial globalization," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 41(2), pages 166-195, March.
    52. Evans Stephen Osabuohien & Uchenna Rapuluchukwu Efobi, 2013. "Africa's Money in Africa," South African Journal of Economics, Economic Society of South Africa, vol. 81(2), pages 292-306, June.
    53. Easterly, William, 2005. "What did structural adjustment adjust?: The association of policies and growth with repeated IMF and World Bank adjustment loans," Journal of Development Economics, Elsevier, vol. 76(1), pages 1-22, February.
    54. Kangni Kpodar & Raju Jan Singh & Dhaneshwar Ghura, 2009. "Financial Deepening in the CFA Franc Zone: The Role of Institutions," Post-Print hal-00450079, HAL.
    55. Barth, James R. & Lin, Chen & Lin, Ping & Song, Frank M., 2009. "Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 361-388, March.
    56. Chuling Chen, 2009. "Bank Efficiency in Sub-Saharan African Middle Income Countries," IMF Working Papers 2009/014, International Monetary Fund.
    57. Thouraya Triki & Ousman Gajigo, 2014. "Credit Bureaus and Registration and Access to Finance: New Evidence from 42 African Countries," Journal of African Development, African Finance and Economic Association (AFEA), vol. 16(2), pages 73-101.
    58. Baah Aye Kusi & Mary Opoku†Mensah, 2018. "Does credit information sharing affect funding cost of banks? Evidence from African banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(1), pages 19-28, January.
    59. 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.
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    5. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "The Mobile Phone, Information Sharing, and Financial Sector Development in Africa: a Quantile Regression Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 1234-1269, September.
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    More about this item

    Keywords

    Information asymmetry; Financialisation; Financial Access; Africa;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G29 - Financial Economics - - Financial Institutions and Services - - - Other
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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