Loans are a critical transmission channel for commercial banks as well as an important revenue source. Macroeconomic factors are not within the control of commercial banks, however, select factors are observed to have a direct impact on lending behaviour in studies around the world. This study examined the relationship between macroeconomic variables and the lending behaviour of banks in South Africa for the period ranging from 2001 to 2022. Quarterly time series data was employed using the Autoregressive Distributed Lag Model (ARDL). The empirical results of the paper revealed that there is a long-run relationship between the repurchase rate (repo rate), inflation, the real effective exchange rate (REER) and lending behaviour in South Africa. The REER and inflation were both found to have a positive relationship, whilst the repo rate had a negative relationship. In addition, Gross Domestic Product (GDP), the activity rate and sovereign credit rating (SCR) changes returned insignificant results. Overall, these findings show that select macroeconomic factors do influence lending behaviour in South Africa. Furthermore, the results suggest that monetary policy decisions have a direct influential effect on lending and the South African Reserve Bank (SARB) has implemented their policies effectively.

Adelino, M., & Ferreira, M. A. (2016). Bank Ratings and Lending Supply: Evidence from Sovereign Downgrades. Review of Financial Studies, 29(7), 1709–1746. https://doi.org/10.1093/rfs/hhw004

Adrian, T. (2023). Higher-for-Longer Interest Rate Environment is Squeezing More Borrowers. Available online: https://www.imf.org/en/Blogs/Articles/2023/10/10/higher-for-longer-interest-rate-environment-is-squeezing-more-borrowers (accessed on 2 June 2023).

Akinboade, O. A., & Makina, D. (2009). Bank Lending and Business Cycles: South African Evidence. African Development Review, 21(3), 476–498. https://doi.org/10.1111/j.1467-8268.2009.00219.x

Ali, S., Shahzad, S. J. H., Raza, N., et al. (2018b). Stock market efficiency: A comparative analysis of Islamic and conventional stock markets. Physica A: Statistical Mechanics and its Applications, 503,139–153. https://doi.org/10.1016/j.physa.2018.02.169

Altavilla, C., Boucinha, M., & Peydró, J. L. (2018). Monetary Policy and Bank Profitability in a Low-Interest Rate Environment. Economic Policy. https://doi.org/10.1093/epolic/eiy013

Arndt, C., Davies, R., Gabriel, S., et al. (2020). Impact of COVID-19 on the South African economy an initial analysis. SA-TIED Working Paper, 111.

Assefa, M. (2014). Determinants of Growth in Bank Credit to the Private Sector in Ethiopia: A Supply Side Approach. Research Journal of Finance and Accounting, 5(17), 90.

Athari, S. A. (2023). Does a Country’s Sovereign Credit Rating Drive Capital Inflows into Emerging European Markets? Evidence From Balkan Region. The Economics and Finance Letter, 174, 185.

Avdjiev, S., Aysun, U., & Hepp, R. (2019). What drives local lending by global banks? Journal of International Money and Finance, 90, 54–75. https://doi.org/10.1016/j.jimonfin.2018.09.005

Bansal, A. (2019). An Analysis of Basel I, Basel II and Basel III and Its Impact on Profitability of Banks in Kingdom of Bahrain. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8(8), 2278–3075.

Bassett, W. F., Chosak, M. B., Driscoll, J. C., et al. (2014). Changes in bank lending standards and the macroeconomy. Journal of Monetary Economics, 62, 23–40. https://doi.org/10.1016/j.jmoneco.2013.12.005

Beck, T., Bednarek, P., te Kaat, D., et al. (2022). Real Effects of Exchange Rate Depreciation: The Roles of Bank Loan Supply and Interbank Markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4282877

Bernanke, B. (2004). Ben S Bernanke: The logic of monetary policy * * *. Available online: https://www.bis.org/review/r041206e.pdf (accessed on 12 January 2024).

Bernoth, K., Herwartz, H., & Trienens, L. (2023). The Impacts of Global Risk and US Monetary Policy on US Dollar Exchange Rates and Excess Currency Returns. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4455143

Bhatia, A. V. (2002). Sovereign Credit Ratings Methodology: An Evaluation. IMF Working Papers, 02(170), 1. https://doi.org/10.5089/9781451858433.001

Bhattarai, B. P. (2019). Determinants of Commercial Banks’ Lending Behavior in Nepal. International Journal of Accounting & Finance Review, 4(1), 51–60. https://doi.org/10.46281/ijafr.v4i1.338

Blinder, A. (2018). Keynesian Economics. Available online: https://www.econlib.org/library/Enc/KeynesianEconomics.html (accessed on 12 January 2024).

Bottero, M., Lenzu, S., & Mezzanotti, F. (2015). Sovereign Debt Exposure and the Bank Lending Channel: Impact on Credit Supply and the Real Economy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2686226

Brester, G. W., & Watts, M. J. (2019). The Basel accords, capital reserves, and agricultural lending. Agricultural Finance Review, 79(1), 27–47. https://doi.org/10.1108/afr-04-2017-0025

Burger, P., Calitz, E. (2020). COVID‐19, Economic Growth and South African Fiscal Policy. South African Journal of Economics, 89(1), 3–24. https://doi.org/10.1111/saje.12270

Callen, T. (2020). Gross Domestic Product: An Economy’s All. International Monetary Fund.

Calvo, G. A., & Vegh, C. A. (1995). Fighting Inflation with High Interest Rates: The Small Open Economy Case under Flexible Prices. Journal of Money, Credit and Banking, 27(1), 49. https://doi.org/10.2307/2077850

Caulker, S. (2020). Banking Regulations-Understanding the Dodd-Frank Act and the Basel Accord. International Journal of Finance.

Chanetsa, C. K. (2019). Securities and Capital Markets Regulation in South Africa. Brill Research Perspectives in International Banking and Securities Law, 3(1), 1–99. https://doi.org/10.1163/24056936-12340007

Chetty, P. (2018). Auto regressive distributed lag model (ARDL) and its advantages. Available online: https://www.projectguru.in/auto-regressive-distributed-lag-model-ardl/ (accessed on 12 January 2024).

Coetzee, J., & Genukile, L. (2020). The short- and long-run drivers of lending behaviour by South African banks. African Journal of Economic and Management Studies, 11(4), 639–651. https://doi.org/10.1108/ajems-08-2019-0316

Council of the European Union. (2002). Increasing labour force participation and promoting active ageing. Economic Policy Committee.

Dorrance, G. S. (1963). The Effect of Inflation on Economic Development. IMF Staff Papers. https://doi.org/10.5089/9781451956023.024.A001

Dymski, G. A. (1988). A Keynesian Theory of Bank Behavior. Journal of Post Keynesian Economics, 10(4), 499–526. https://doi.org/10.1080/01603477.1988.11489704

Emami-Langroodi, F. (2017). SchumpeterrS Theory of Economic Development: A Study of the Creative Destruction and Entrepreneurship Effects on the Economic Growth. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3153744

ESKOM. (2023). Medium-Term System Adequacy Outlook 2024–2028. Available online: https://www.eskom.co.za/wp-content/uploads/2023/11/Medium_Term_System_Adequacy_Outlook_2024-2028.pdf (accessed on 7 January 2024).

Eyraud, L., Bunda, I., Jack, J., et al. (2021). Resolving Nonperforming Loans in Sub-Saharan Africa in the Aftermath of the COVID-19 Crisis. Available online: https://books.google.co.za/books?hl=en&lr=&id=uPI_EAAAQBAJ&oi=fnd&pg=PR9&dq=bunda+2021+imf+&ots=AwcNiBbrY9&sig=3VQ3opNgn6a0tXN6-MP8hHCOn6U&redir_esc=y#v=onepage&q=bunda%202021%20imf&f=false (accessed on 7 January 2024).

Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383. https://doi.org/10.2307/2325486

Freimanis, K., & Šenfelde, M. (2019). Credit creation theory and financial intermediation theory: different insights on banks’ operations. In: Proceedings of 6th International Scientific Conference Contemporary Issues in Business, Management and Economics Engineering 2019. https://doi.org/10.3846/cibmee.2019.033

Fsca.co.za. (2019). Vision and Mission. Available online: https://www.fsca.co.za/Pages/Vision-and-Mission.aspx (accessed on 7 January 2024).

Garriga, A. C., & Rodriguez, C. M. (2020). More effective than we thought: Central bank independence and inflation in developing countries. Economic Modelling, 85, 87–105. https://doi.org/10.1016/j.econmod.2019.05.009

Gopinath, G., & Gourinchas, P. O. (2022). How Countries Should Respond to the Strong Dollar. Available online: https://www.imf.org/en/Blogs/Articles/2022/10/14/how-countries-should-respond-to-the-strong-dollar (accessed on 2 June 2023).

Greenwood-Nimmo, M., Steenkamp, D., & Van Jaarsveld, R. (2022). South African Reserve Bank Working Paper Series WP/22/06 A bank-level analysis of interest rate pass-through in South Africa. Available online: https://www.resbank.co.za/content/dam/sarb/publications/working-papers/2022/WP%202206.pdf (accessed on 2 June 2023).

Heymans, A., & Santana, L. (2018). South African Journal of Economic and Management Sciences. ISSN. https://doi.org/10.4102/sajems

Hull, J.C. (2018). Risk Management and Financial Institutions. John Wiley & Sons.

IMF. (2019). South Africa: 2019 Article IV Consultation-Press Release; and Staff Report; and Statement by the Executive Director for South Africa. Available online: https://www.imf.org/en/Publications/CR/Issues/2020/01/29/South-Africa-2019-Article-IV-Consultation-Press-Release-and-Staff-Report-and-Statement-by-49003#:~:text=Summary%3A (accessed on 7 January 2024).

IMF. (2023). IMF Executive Board Concludes 2023 Article IV Consultation with South Africa. Available online: https://www.imf.org/en/News/Articles/2023/06/05/pr23198-south-africa-imf-executive-board-concludes-2023-article-iv-consultation-with-south-africa (accessed on 7 January 2024).

Industrial Development Corporation. (2019). Economic overview: Recent developments in the global and South African economies. Available online: https://www.idc.co.za/wp-content/uploads/2019/02/IDC-RI-publication-Economic-Overview-External-19-February-2019.pdf (accessed on 7 January 2024).

Iyke, B. N., & Ho, S. Y. (2017). Nonlinear effects of exchange rate changes on the South African bilateral trade balance. The Journal of International Trade & Economic Development, 27(3), 350–363. https://doi.org/10.1080/09638199.2017.1378916

Jahan, S., Saber Mahmud, A., & Papageorgiou, C. (2014). What Is Keynesian Economics? Available online: https://www.imf.org/external/pubs/ft/fandd/2014/09/basics.htm (accessed on 7 January 2024).

Jing, E. (2020). Impact of high non-performing loan ratios on bank lending trends and profitability. International Journal Financial Stud, 8.

Kamau, G., & Wainaina. (2013). Effect Of Macroeconomic Factors on Commercial Banks Lending to Agricultural Sector in Kenya [PhD thesis]. University of Nairobi.

Khan, M. K., Teng, J. Z. and Khan, M.I. (2019). Cointegration between macroeconomic factors and the exchange rate USD/CNY. Financial Innovation, 5(1). https://doi.org/10.1186/s40854-018-0117-x

Koulischer, F., & Roy, P.V. (2017). Using bank loans as collateral in Europe: The role of liquidity and funding purposes. Working Paper Research. Available online: https://ideas.repec.org/p/nbb/reswpp/201703-318.html (accessed on 7 January 2024).

Kripfganz, S., & Schneider, D. (2018). Ardl: Estimating autoregressive distributed lag and equilibrium correction models. Available online: https://econpapers.repec.org/paper/bocusug18/09.htm (accessed on 7 January 2024).

Le, H. N. Q., Nguyen, T. V. H., & Schinckus, C. (2022). Bank lending behaviour and macroeconomic factors: A study from strategic interaction perspective. Heliyon, 8(11), e11906. https://doi.org/10.1016/j.heliyon.2022.e11906

Matemilola, B. T., Bany-Ariffin, A. N., & Muhtar, F. E. (2015). The impact of monetary policy on bank lending rate in South Africa. Borsa Istanbul Review, 15(1), 53–59. https://doi.org/10.1016/j.bir.2014.09.003

Mee, S., & Sophister, S. (n.d.). Joseph Schumpeter And the Business Cycle: An Historical Synthesis. Available online: https://www.tcd.ie/Economics/assets/pdf/SER/2009/simon_mee.pdf (accessed on 2 June 2023).

Mills, K. G. (2018). Fintech, Small Business & the American Dream. Springer International Publishing. https://doi.org/10.1007/978-3-030-03620-1

Mufandaedza, S. (2017). Determinants of Commercial Bank Lending Behaviour in Zimbabwe: An Empirical Investigation of the Post Dollarization Era. ResearchGate.

Munkhdalai, L., Munkhdalai, T., Namsrai, O. E., et al. (2019). An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments. Sustainability, 11(3), 699. https://doi.org/10.3390/su11030699

Mutarindwa, S., Schäfer, D., & Stephan, A. (2021). Differences in African Banking Systems: Causes and Consequences. Journal of Institutional Economics, 17(4), 561–581. https://doi.org/10.1017/s174413742100014x

Mutize, M., & Nkhalamba, M. M. (2020). The impact of sovereign credit rating changes on government bond yields in South Africa. International Journal of Sustainable Economy, 12(1), 81. https://doi.org/10.1504/ijse.2020.107860

Nabilou, H., & Prrm, A. (2018). Ignorance, Debt and Cryptocurrencies: The Old and the New in the Law and Economics of Concurrent Currencies. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3121918

Nkoro, E., & Uko, A. K. (2016). Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation. Journal of Statistical and Econometric Methods, 5(4).

Olokoyo, F. O. (2011). Determinants of Commercial Banks’ Lending Behavior in Nigeria. International Journal of Financial Research, 2(2). https://doi.org/10.5430/ijfr.v2n2p61

Olusola, B. E., Chimezie, M. E., Shuuya, S. M., et al. (2022). The Impact of Inflation Rate on Private Consumption Expenditure and Economic Growth—Evidence from Ghana. Open Journal of Business and Management, 10(04), 1601–1646. https://doi.org/10.4236/ojbm.2022.104084

Omondi, G. (2014). Effects Of Inflation on Commercial Banks’ Lending: A Case of Kenya Commercial Bank Limited. Available online: https://erepo.usiu.ac.ke/bitstream/handle/11732/139/GEORGE%20OMONDI%20OPUODHO%20.pdf?isAllowed=y&sequence=1 (accessed on 2 June 2023).

Oner, C. (2010). Back to Basics: What Is Inflation? International Monetary Fund.

Onyango, J. (2016). Determinants of Lending Behaviour in Selected Commercial Banks in Kenya. International Journal of Economics, Commerce and Management, 14(9), 767-782.

Panagopoulos, Y., & Spiliotis, A. (1998). The Determinants of Commercial Banks’ Lending Behavior: Some Evidence for Greece. Journal of Post Keynesian Economics, 20(4), 649–672. https://doi.org/10.1080/01603477.1998.11490172

Panetta, F., Vespro, C., Wieland, M., et al. (2011). Committee on the Global Financial System The impact of sovereign credit risk on bank funding conditions. Available online: https://www.bis.org/publ/cgfs43.pdf (accessed on 2 June 2023).

Pesaran, H., & Shin, Y. (1998). Generalized impulse response analysis in linear multivariate models. Economics Letters, 58(1), 17–29. https://doi.org/10.1016/s0165-1765(97)00214-0

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616

PIMCO (2022). Understanding Inflation|PIMCO. Pacific Investment Management Company LLC.

Reinhart, C. M. (2002). Default, Currency Crises, and Sovereign Credit Ratings. The World Bank Economic Review, 16(2), 151–170. https://doi.org/10.1093/wber/16.2.151

RisCura. (2020). AUM—RisCura. Available online: https://brightafrica.riscura.com/sources-of-capital-on-the-continent/banks/aum/ (accessed on 24 August 2023).

Rodano, G., Serrano-Velarde, N. A. B., & Tarantino, E. (2015). Lending Standards Over the Credit Cycle. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2699553

Romer, C. (2019). Business Cycles—Econlib. Available online: https://www.econlib.org/library/Enc/BusinessCycles.html (accessed on 2 June 2023).

Rossi, M., & Gunardi, A. (2018). Efficient Market Hypothesis and Stock Market Anomalies: Empirical Evidence in Four European Countries. Journal of Applied Business Research (JABR), 34(1), 183–192. https://doi.org/10.19030/jabr.v34i1.10111

Sarı Aksakal, B. (2020). World Bank and Keynesian Economics. Business and Economics Research Journal, 10(1), 77–94. https://doi.org/10.20409/berj.2019.156

Sarkodie, S. A., & Adams, S. (2020). Electricity access and income inequality in South Africa: Evidence from Bayesian and NARDL analyses. Energy Strategy Reviews, 29, 100480. https://doi.org/10.1016/j.esr.2020.100480

Sarpong-Kumankoma, E., Osei, K., & Ladime, J. (2013). Determinants of Bank Lending Behaviour in Ghana. Journal of Economics and Sustainable Development, 4(17).

Schmulow, A. (2020). Consumer financial well-being in South Africa’s Twin Peaks regulatory regime: from measurement, to confidence in outcomes The International Review of Financial Consumers, (2).

Schoenmaker, D., Véron N., Gehrig, T.P., et al. (2016). European banking supervision the first eighteen months. Available online: https://www.bruegel.org/sites/default/files/private/wp_attachments/Blueprint-XXV-web.pdf (accessed on 2 June 2023).

Shim, I., Kalemli-Ozcan, S., Liu, X. (2020). Exchange Rate Fluctuations and Firm Leverage. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3772488

Shrestha, M. B., Bhatta, G. R. (2018). Selecting appropriate methodological framework for time series data analysis. The Journal of Finance and Data Science, 4(2), 71–89. https://doi.org/10.1016/j.jfds.2017.11.001

Sinha, S., & Getachew, M. (2024). (Blog) As Africa’s Population Crosses 1.5 billion, The Demographic Window Is Opening; Getting the Dividend Requires More Time and Stronger Effort. Available online: https://www.uneca.org/stories/%28blog%29-as-africa%E2%80%99s-population-crosses-1.5-billion%2C-the-demographic-window-is-opening-getting (accessed on 24 August 2023).

South African Reserve Bank Prudential Authority. (2022). Prudential Authority Annual Report 2021/22. Available online: https://www.resbank.co.za/content/dam/sarb/publications/reports/pa-annual-reports/2022/Prudential%20Authority%20Annual%20Report%202021%202022.pdf (accessed on 7 January 2024).

South African Reserve Bank. (2020). Monetary Policy Review. Available online: https://www.resbank.co.za/content/dam/sarb/publications/reviews/monetary-policy-review/2020/10299/Monetary-Policy-Review---October-2020.pdf (accessed on 7 January 2024).

South African Reserve Bank. (n.d.). The international banking crisis and domestic financial intermediation in emerging market economies: issues for South Africa. Available online: https://www.bis.org/publ/bppdf/bispap54w.pdf (accessed on 2 June 2023).

Starkey, M. (2018). Credit creation theory of banking. Available online: https://shura.shu.ac.uk/23013/1/Starkey-CreditCreationTheory%28VoR%29.pdf (accessed on 7 January 2024).

Statista. (2023). Topic: Bank lending during recessions. Available online: https://www.statista.com/topics/9883/bank-lending-during-recessions/#topicOverview (accessed on 7 January 2024).

Tabila, N. (2016). Determinants of Commercial Banks’ Lending Behavior in South Africa [Master’s thesis]. Eastern Mediterranean University.

The Executive Director for South Africa. (2023). South Africa 2023 Article Iv Consultation-Press Release; Staff Report. Available online: https://www.imf.org/-/media/Files/Publications/CR/2023/English/1ZAFEA2023001.ashx (accessed on 2 June 2023).

Timsina, N. (2016). Determinants of Bank Lending in Nepal. NRB Economic Review, 28(2), 19–42. https://doi.org/10.3126/nrber.v28i2.52532

Ţiţan, A. G. (2015). The Efficient Market Hypothesis: Review of Specialized Literature and Empirical Research. Procedia Economics and Finance, 32, 442–449. https://doi.org/10.1016/s2212-5671(15)01416-1

Vermeulen, C. (2020). On the mandate, ownership and independence of the South African Reserve Bank. South African Journal of Economic and management Sciences, 23(1). https://doi.org/10.4102/sajems.v23i1.3416

Werner, R. A. (2016). A lost century in economics: Three theories of banking and the conclusive evidence. International Review of Financial Analysis, 46, 361–379. https://doi.org/10.1016/j.irfa.2015.08.014

World Bank. (2023). Overview. Available online: https://www.worldbank.org/en/country/southafrica/overview#:~:text=The%20unemployment%20rate%20is%20highest (accessed on 2 June 2023).