IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v67y2024ipbs0275531923002052.html
   My bibliography  Save this article

Related party lending and rural bank risk: Evidence during the Covid-19 period

Author

Listed:
  • Setiyono, Bowo
  • Munawaroh, U’um

Abstract

This study aims to investigate bank lending behaviors during the Covid-19 period and further to examine the effect of related party lending (RPL) on the rural bank risk. We posit there is significant change on the lending growth and related party lending proportion during this period. We utilize 730 rural banks in Indonesia using panel data approach from 2019 to 2022. Utilizing panel data estimations to test the impact of RPL on risk and to further investigate its interaction with the COVID-19 using system GMM, we document that RPL is negatively associated with rural bank risk proxied by loan loss provision as ex-ante credit risk and positively associated with Z-Score as bank default risk. Moreover, the COVID-19 weaken the relationship between related party lending and rural bank risk. These results provide new insight into understanding risk management implementation for minimizing these risks. We also adopt several proxies and a split sample analysis to check for the robustness. Finally, we seek for lesson learned from the crisis and propose some implication for bank and relevant authorities.

Suggested Citation

  • Setiyono, Bowo & Munawaroh, U’um, 2024. "Related party lending and rural bank risk: Evidence during the Covid-19 period," Research in International Business and Finance, Elsevier, vol. 67(PB).
  • Handle: RePEc:eee:riibaf:v:67:y:2024:i:pb:s0275531923002052
    DOI: 10.1016/j.ribaf.2023.102079
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531923002052
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2023.102079?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. Chutatong Charumilind & Raja Kali & Yupana Wiwattanakantang, 2006. "Connected Lending: Thailand before the Financial Crisis," The Journal of Business, University of Chicago Press, vol. 79(1), pages 181-218, January.
    2. Adamu Yahaya & Fauziah Mahat & Yahya M.H. & Bolaji Tunde Matemilola, 2022. "Liquidity risk and bank financial performance: an application of system GMM approach," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 30(3), pages 312-334, January.
    3. 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.
    4. 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.
    5. Hamada, Miki & Konishi, Masaru, 2010. "Related Lending and Bank Performance: Evidence from Indonesia," IDE Discussion Papers 229, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    6. Beck, Thorsten & Keil, Jan, 2022. "Have banks caught corona? Effects of COVID on lending in the U.S," Journal of Corporate Finance, Elsevier, vol. 72(C).
    7. Maurer, Noel & Haber, Stephen, 2007. "Related Lending and Economic Performance: Evidence from Mexico," The Journal of Economic History, Cambridge University Press, vol. 67(3), pages 551-581, September.
    8. Sobarsyah, Muhammad & Soedarmono, Wahyoe & Yudhi, Wahdi Salasi Apri & Trinugroho, Irwan & Warokka, Ari & Pramono, Sigid Eko, 2020. "Loan growth, capitalization, and credit risk in Islamic banking," International Economics, Elsevier, vol. 163(C), pages 155-162.
    9. Khemais Zaghdoudi, 2019. "The Effects of Risks on the Stability of Tunisian Conventional Banks," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(3), pages 389-401, March.
    10. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2012. "Do bank characteristics influence the effect of monetary policy on bank risk?," Economics Letters, Elsevier, vol. 117(1), pages 220-222.
    11. Kang, Minjung & Lee, Ho-Young & Lee, Myung-Gun & Park, Jong Chool, 2014. "The association between related-party transactions and control–ownership wedge: Evidence from Korea," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 272-296.
    12. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    13. Cheung, Yan-Leung & Jing, Lihua & Lu, Tong & Rau, P. Raghavendra & Stouraitis, Aris, 2009. "Tunneling and propping up: An analysis of related party transactions by Chinese listed companies," Pacific-Basin Finance Journal, Elsevier, vol. 17(3), pages 372-393, June.
    14. Khemais Zaghdoudi, 2019. "The Effects of Risks on the Stability of Tunisian Conventional Banks," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(3), pages 389-401.
    15. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Kryzanowski, Lawrence & Liu, Jinjing & Zhang, Jie, 2023. "Effect of COVID-19 on non-performing loans in China," Finance Research Letters, Elsevier, vol. 52(C).
    18. Dou, Huan & Liu, Yuanyuan & Shi, Yaru & Xu, Hanwen, 2022. "Are related-party transactions beneficial or detrimental in emerging markets? New evidence of financial services agreements from China," International Review of Financial Analysis, Elsevier, vol. 81(C).
    19. Cheung, Yan-Leung & Rau, P. Raghavendra & Stouraitis, Aris, 2006. "Tunneling, propping, and expropriation: evidence from connected party transactions in Hong Kong," Journal of Financial Economics, Elsevier, vol. 82(2), pages 343-386, November.
    20. Yenpao Chen & Chien-Hsun Chen & Weiju Chen, 2009. "The impact of related party transactions on the operational performance of listed companies in China," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 12(4), pages 285-297.
    21. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    22. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    23. repec:ecb:ecbwps:20111427 is not listed on IDEAS
    24. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    25. Nguyen, Thach Vu Hong & Ahmed, Shamim & Chevapatrakul, Thanaset & Onali, Enrico, 2020. "Do stress tests affect bank liquidity creation?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    26. Ibrahim, Mansor H. & Rizvi, Syed Aun R., 2018. "Bank lending, deposits and risk-taking in times of crisis: A panel analysis of Islamic and conventional banks," Emerging Markets Review, Elsevier, vol. 35(C), pages 31-47.
    27. Robert Cull & Stephen Haber & Masami Imai, 2011. "Related lending and banking development," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 406-426, April.
    28. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 430-471.
    29. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    30. David Tennant & Marlon Tracey, 2013. "Explaining related party transactions in commercial banking: looted lending and information-based investments," Applied Financial Economics, Taylor & Francis Journals, vol. 23(19), pages 1509-1530, October.
    31. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, 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. Peterson K. Ozili, 2024. "Bank Loan Loss Provision Determinants in Non-Crisis Years: Evidence from African, European, and Asian Countries," JRFM, MDPI, vol. 17(3), pages 1-15, March.

    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. Mariarosaria Agostino & Francesco Trivieri, 2014. "Does trade credit play a signalling role? Some evidence from SMEs microdata," Small Business Economics, Springer, vol. 42(1), pages 131-151, January.
    2. Islam, Md Ariful & Hossain, Shahadat & Singh, Harjinder & Sultana, Nigar, 2021. "Outsider CEOs and corporate debt," International Review of Financial Analysis, Elsevier, vol. 74(C).
    3. Prianto Budi Saptono & Gustofan Mahmud & Intan Pratiwi & Dwi Purwanto & Ismail Khozen & Lambang Wiji Imantoro & Maria Eurelia Wayan, 2024. "Book-Tax Differences during the Crisis: Does Corporate Social Responsibility Matter?," Sustainability, MDPI, vol. 16(17), pages 1-38, August.
    4. Tanaka, Takanori, 2019. "Gender diversity on Japanese corporate boards," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 19-31.
    5. Emma L. Schultz & David T. Tan & Kathleen D. Walsh, 2017. "Corporate governance and the probability of default," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57, pages 235-253, April.
    6. Caixe, Daniel Ferreira, 2022. "Corporate governance and investment sensitivity to policy uncertainty in Brazil," Emerging Markets Review, Elsevier, vol. 51(PB).
    7. Jiatao Li & Haoyuan Ding & Yichuan Hu & Guoguang Wan, 2021. "Dealing with dynamic endogeneity in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(3), pages 339-362, April.
    8. Simper, Richard & Dadoukis, Aristeidis & Bryce, Cormac, 2019. "European bank loan loss provisioning and technological innovative progress," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 119-130.
    9. Lai Trung Hoang & Cuong Cao Nguyen & Baiding Hu, 2017. "Ownership Structure and Firm Performance Improvement: Does it Matter in the Vietnamese Stock Market?," Economic Papers, The Economic Society of Australia, vol. 36(4), pages 416-428, December.
    10. Mamatzakis, Emmanuel & Bermpei, Theodora, 2016. "What is the effect of unconventional monetary policy on bank performance?," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 239-263.
    11. Wenqin Li & John Ziyang Zhang & Rong Ding, 2023. "Impact of Directors’ Network on Corporate Social Responsibility Disclosure: Evidence from China," Journal of Business Ethics, Springer, vol. 183(2), pages 551-583, March.
    12. Kontsevoy, Denis, 2013. "Empirical analysis of Russian commercial banks growth dynamics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 29(1), pages 67-81.
    13. Danisman, Gamze Ozturk & Tarazi, Amine, 2024. "ESG activity and bank lending during financial crises," Journal of Financial Stability, Elsevier, vol. 70(C).
    14. Thierno Amadou Barry & Laetitia Lepetit & Frank Strobel & Thu Ha Tran, 2022. "Implications for Bank Risk when Directors are Related to Minority Shareholders," Journal of Financial Services Research, Springer;Western Finance Association, vol. 62(3), pages 233-265, December.
    15. Kalyvas, Antonios Nikolaos & Mamatzakis, Emmanuel, 2014. "Does business regulation matter for banks in the European Union?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 278-324.
    16. Tchakoute Tchuigoua, Hubert & Soumaré, Issouf & Hessou, Hélyoth T.S., 2020. "Lending and business cycle: Evidence from microfinance institutions," Journal of Business Research, Elsevier, vol. 119(C), pages 1-12.
    17. Nguyen Thi Tuong Anh & Hung Quang Doan & Tuan Anh Bui & Nam Hoang Vu & Duong Thuy Thanh Le, 2022. "A Revisit of Motives for Chinese Outward Foreign Direct Investment: The Role of the Institution in Host Countries," SAGE Open, , vol. 12(4), pages 21582440221, December.
    18. Sila, Vathunyoo & Gonzalez, Angelica & Hagendorff, Jens, 2016. "Women on board: Does boardroom gender diversity affect firm risk?," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 26-53.
    19. Hongxing Yao & Muhammad Haris & Gulzara Tariq & Hafiz Mustansar Javaid & Muhammad Aamir Shafique Khan, 2019. "Intellectual Capital, Profitability, and Productivity: Evidence from Pakistani Financial Institutions," Sustainability, MDPI, vol. 11(14), pages 1-30, July.
    20. Pathan, Shams & Faff, Robert, 2013. "Does board structure in banks really affect their performance?," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1573-1589.

    More about this item

    Keywords

    Related party lending; Covid-19; Rural banks; Risk; Emerging market;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:riibaf:v:67:y:2024:i:pb:s0275531923002052. 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/ribaf .

    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.