IDEAS home Printed from https://ideas.repec.org/a/spr/snbeco/v2y2022i5d10.1007_s43546-022-00210-9.html
   My bibliography  Save this article

Banking reforms, efficiency and competition: new empirical evidence from a panel vector autoregressive analysis of Ghanaian banks

Author

Listed:
  • Nathaniel Blankson

    (GIMPA Business School)

  • Godfred Amewu

    (GIMPA Business School)

  • Kenneth Ofori-Boateng

    (GIMPA Business School)

  • Kwame Adanu

    (GIMPA Business School)

Abstract

This paper examines the causal nexus between bank efficiency and market power using data from 21 banks in Ghana over the period 2008–2019. Bank cost-efficiency was estimated using the nonparametric data envelope analysis (DEA) estimator whilst bank market power (a proxy for bank competition) was measured by the Herfindahl–Hirschman Index of the industry’s lending. The causal nexus between bank efficiency and market power in Ghana was further examined using the most recent Panel Vector Autoregressive (PVAR) model developed by Abrigo & Love (2016). The results show a significant improvement in bank cost-efficiency and bank market power in the Ghanaian banking industry over time. This reflects the benefits of the ongoing banking reforms in Ghana. Also, the results suggest that bank cost-efficiency positively Granger-causes bank market power which supports the efficient structure hypothesis (ESH). However, the reverse causality running from bank market power to bank cost-efficiency is positively significant, and, therefore, does not support the quiet life hypothesis (QLH). The significant improvement in bank cost-efficiency provides an incentive for the ongoing reforms across the sector. Similarly, the evidence of the significant impact of bank market power on bank cost-efficiency in Ghana suggests that tailor-made initiatives and policies need to be adopted depending on the market share (MS) or concentration ratio (CR) of each of the disaggregated banking subgroups rather than the wholesale initiatives across the entire sector.

Suggested Citation

  • Nathaniel Blankson & Godfred Amewu & Kenneth Ofori-Boateng & Kwame Adanu, 2022. "Banking reforms, efficiency and competition: new empirical evidence from a panel vector autoregressive analysis of Ghanaian banks," SN Business & Economics, Springer, vol. 2(5), pages 1-24, May.
  • Handle: RePEc:spr:snbeco:v:2:y:2022:i:5:d:10.1007_s43546-022-00210-9
    DOI: 10.1007/s43546-022-00210-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s43546-022-00210-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s43546-022-00210-9?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. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, February.
    3. Baumol, William J, 1982. "Contestable Markets: An Uprising in the Theory of Industry Structure," American Economic Review, American Economic Association, vol. 72(1), pages 1-15, March.
    4. Berger, Allen N, 1995. "The Profit-Structure Relationship in Banking--Tests of Market-Power and Efficient-Structure Hypotheses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(2), pages 404-431, May.
    5. Joe S. Bain, 1951. "Relation of Profit Rate to Industry Concentration: American Manufacturing, 1936–1940," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 65(3), pages 293-324.
    6. Newey, Whitney K & West, Kenneth D, 1987. "Hypothesis Testing with Efficient Method of Moments Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 777-787, October.
    7. Allen N. Berger & Timothy H. Hannan, 1998. "The Efficiency Cost Of Market Power In The Banking Industry: A Test Of The "Quiet Life" And Related Hypotheses," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 454-465, August.
    8. Casu, Barbara & Girardone, Claudia, 2009. "Testing the relationship between competition and efficiency in banking: A panel data analysis," Economics Letters, Elsevier, vol. 105(1), pages 134-137, October.
    9. Bresnahan, Timothy F., 1982. "The oligopoly solution concept is identified," Economics Letters, Elsevier, vol. 10(1-2), pages 87-92.
    10. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    11. Jesus Gustavo Garza-Garcia, 2012. "Does market power influence bank profits in Mexico? A study on market power and efficiency," Applied Financial Economics, Taylor & Francis Journals, vol. 22(1), pages 21-32, January.
    12. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    13. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    14. Phan, Hien Thu & Anwar, Sajid & Alexander, W. Robert J. & Phan, Hanh Thi My, 2019. "Competition, efficiency and stability: An empirical study of East Asian commercial banks," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    15. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    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. Faisal Abbas & Shoaib Ali & Imran Yousaf & Sohail Rizwan, 2020. "How commercial banks adjust capital ratios: Empirical evidence from the USA?‎," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1859848-185, January.
    18. Ozili, Peterson K, 2018. "Banking Stability Determinants in Africa," MPRA Paper 101825, University Library of Munich, Germany.
    19. Florian LEON, 2015. "What do we know about the role of bank competition in Africa?," Working Papers 201516, CERDI.
    20. Staub, Roberta B. & da Silva e Souza, Geraldo & Tabak, Benjamin M., 2010. "Evolution of bank efficiency in Brazil: A DEA approach," European Journal of Operational Research, Elsevier, vol. 202(1), pages 204-213, April.
    21. Stijn Claessens, 2009. "Competition in the Financial Sector: Overview of Competition Policies," The World Bank Research Observer, World Bank, vol. 24(1), pages 83-118, April.
    22. Tianshu Zhao & Victor Murinde, 2011. "Bank Deregulation and Performance in Nigeria," African Development Review, African Development Bank, vol. 23(1), pages 30-43.
    23. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    24. 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.
    25. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    26. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    27. Faisal Abbas & Shoaib Ali & Imran Yousaf & Wing-Keung Wong, 2021. "Dynamics of Funding Liquidity and Risk-Taking: Evidence from Commercial Banks," JRFM, MDPI, vol. 14(6), pages 1-16, June.
    28. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    29. Kofi Adjei-Frimpong & Christopher Gan & Baiding Hu, 2013. "Efficiency And Competition In The Ghanaian Banking Industry: A Panel Granger Causality Approach," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-16.
    30. Anca Pruteanu-Podpiera & Franziska Schobert & Laurent Weill, 2008. "Banking competition and cost efficiency: a micro-data analysis on the Czech banking industry," ULB Institutional Repository 2013/14307, ULB -- Universite Libre de Bruxelles.
    31. Qichang Ye & Zongling Xu & Dan Fang, 2012. "Market structure, performance, and efficiency of the Chinese banking sector," Economic Change and Restructuring, Springer, vol. 45(4), pages 337-358, November.
    32. Anca Pruteanu-Podpiera & Laurent Weill & Franziska Schobert, 2008. "Banking Competition and Efficiency: A Micro-Data Analysis on the Czech Banking Industry," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(2), pages 253-273, June.
    33. Abdul Alhassan & Michael Tetteh & Freeman Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    34. Kofi Adjei-Frimpong & Christopher Gan & Baiding Hu, 2014. "Cost Efficiency of Ghana's Banking Industry: A Panel Data Analysis," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 8(2), pages 69-86.
    35. Kannyiri Banyen & Nicholas Biekpe, 2020. "Financial integration, competition and bank efficiency: evidence from Africa’s sub-regional markets," Economic Change and Restructuring, Springer, vol. 53(4), pages 495-518, November.
    36. Nicholas Apergis & Michael L. Polemis, 2016. "Competition and efficiency in the MENA banking region: a non-structural DEA approach," Applied Economics, Taylor & Francis Journals, vol. 48(54), pages 5276-5291, November.
    37. Lau, Lawrence J., 1982. "On identifying the degree of competitiveness from industry price and output data," Economics Letters, Elsevier, vol. 10(1-2), pages 93-99.
    38. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    39. Hancock, Diana & Laing, Andrew J. & Wilcox, James A., 1995. "Bank capital shocks: Dynamic effects on securities, loans, and capital," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 661-677, June.
    40. Williams, Jonathan, 2012. "Efficiency and market power in Latin American banking," Journal of Financial Stability, Elsevier, vol. 8(4), pages 263-276.
    41. Abdul Latif Alhassan & Michael Lawer Tetteh & Freeman Owusu Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    42. Thi My Phan, Hanh & Daly, Kevin & Akhter, Selim, 2016. "Bank efficiency in emerging Asian countries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 517-530.
    43. Peterson K. Ozili, 2018. "Banking stability determinants in Africa," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 14(4), pages 462-483, May.
    44. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    45. David Hauner & Shanaka Peiris, 2008. "Banking efficiency and competition in low income countries: the case of Uganda," Applied Economics, Taylor & Francis Journals, vol. 40(21), pages 2703-2720.
    46. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    47. A. P. Lerner, 1934. "The Concept of Monopoly and the Measurement of Monopoly Power," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(3), pages 157-175.
    48. Fakarudin Kamarudin & Fadzlan Sufian & Annuar Md. Nassir & Nazratul Aina Mohamad Anwar & Hafezali Iqbal Hussain, 2019. "Bank Efficiency in Malaysia a DEA Approach," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 8(1), pages 133-162.
    49. Chuling Chen, 2009. "Bank Efficiency in Sub-Saharan African Middle Income Countries," IMF Working Papers 2009/014, International Monetary Fund.
    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. Kannyiri Banyen & Nicholas Biekpe, 2020. "Financial integration, competition and bank efficiency: evidence from Africa’s sub-regional markets," Economic Change and Restructuring, Springer, vol. 53(4), pages 495-518, November.
    2. El Moussawi, Chawki & Mansour, Rana, 2022. "Competition, cost efficiency and stability of banks in the MENA region," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 143-170.
    3. Zouaoui, Haykel & Zoghlami, Feten, 2020. "On the income diversification and bank market power nexus in the MENA countries: Evidence from a GMM panel-VAR approach," Research in International Business and Finance, Elsevier, vol. 52(C).
    4. Akande Joseph Olorunfemi & Kwenda Farai, 2017. "Competitive Condition of Sub-Saharan Africa Commercial Banks," Studia Universitatis Babeș-Bolyai Oeconomica, Sciendo, vol. 62(2), pages 55-76, August.
    5. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.
    6. Moses Nyangu & Nyankomo Marwa & Ashenafi Fanta & Latacz-Lohmann Uwe, 2022. "The Dynamics of Bank Concentration, Competition and Efficiency in the East African Community," Journal of Industry, Competition and Trade, Springer, vol. 22(1), pages 21-49, March.
    7. Abdul Latif Alhassan & Michael Lawer Tetteh & Freeman Owusu Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    8. Baldwin, Kenneth & Alhalboni, Maryam, 2023. "A value-based measure of market power for the participatory deposits of Islamic banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 87(C).
    9. Tan, Yong, 2017. "The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 89-106.
    10. Rossazana Ab Rahim, 2016. "Does Competition Foster Efficiency? Empirical Evidence from Malaysian Commercial Banks," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 12(1), pages 1-23.
    11. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank market power and SME finance: Firm-bank evidence from European countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 64(C).
    12. Vera-Gilces, Paul & Camino-Mogro, Segundo & Ordeñana-Rodríguez, Xavier & Cornejo-Marcos, Gino, 2020. "A look inside banking profitability: Evidence from a dollarized emerging country," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 147-166.
    13. Moses Nyangu & Nyankomo Marwa & Ashenafi Fanta, 2023. "What drives financial stability? the nexus between market power and bank efficiency within the East African Community," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(3), pages 403-428, July.
    14. Andrieş, Alin Marius & Căpraru, Bogdan, 2014. "The nexus between competition and efficiency: The European banking industries experience," International Business Review, Elsevier, vol. 23(3), pages 566-579.
    15. Bayeh, Antonio & Bitar, Mohammad & Burlacu, Radu & Walker, Thomas, 2021. "Competition, securitization, and efficiency in US banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 553-576.
    16. Abdul Latif Alhassan & Nicholas Biekpe, 2018. "Competition and Risk-Taking Behaviour in the Non-Life Insurance Market in South Africa," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 43(3), pages 492-519, July.
    17. Abdul Latif Alhassan & Nicholas Biekpe, 2017. "Liberalization Outcomes and Competitive Behaviour in an Emerging Insurance Market," African Development Review, African Development Bank, vol. 29(2), pages 122-138, June.
    18. Hyun-Jee Kim & Bongsuk Sung, 2020. "How Knowledge Assets Affect the Learning-by-Exporting Effect: Evidence Using Panel Data for Manufacturing Firms," Sustainability, MDPI, vol. 12(8), pages 1-14, April.
    19. Giovanna Aguilar & Jhonatan Portilla, 2020. "Determinants of Market Power in the Peruvian Regulated Microfinance Sector," Journal of Industry, Competition and Trade, Springer, vol. 20(4), pages 657-688, December.
    20. Robert Alexander & Hien Thu Phan & Sajid Anwar, 2016. "Cost Efficiency of the Hong Kong Banking Sector: A Two-Stage DEA Window Analysis," EcoMod2016 9846, EcoMod.

    More about this item

    Keywords

    Banking reforms; Efficiency; Competition; Panel vector autoregressive; Granger-causality;
    All these keywords.

    JEL classification:

    • E50 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - General
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    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:spr:snbeco:v:2:y:2022:i:5:d:10.1007_s43546-022-00210-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.