Causal Analysis of the Relationship Between Bank Credit and Economic Growth in Iraq Through the Investment Sector Using the SVAR Model
DOI:
https://doi.org/10.31272/jae.i152.1571Keywords:
Bank Credit, Investment, Economic Growth, SVAR ModelAbstract
This study examines the causal and dynamic relationships between bank credit, investment, and economic growth in Iraq, assessing the efficiency of credit transmission channels within a post‑conflict economic context. A structural vector autoregression (SVAR) model is applied to annual data from 1960–2023, employing Granger causality testing, impulse response functions, and historical decomposition to determine directional influences and quantify short- and long‑term effects of credit shocks on investment and GDP. Bank credit significantly influences investment and, to a lesser extent, GDP, though the transmission mechanism is not fully efficient or consistent; investment operates as a partial intermediary, but in some periods credit shocks have a negative structural impact, indicating inefficiencies in financial allocation. GDP growth is largely driven by its own internal dynamics, reflecting the dominance of fiscal and external factors. The findings highlight the need for targeted credit policies, institutional reform, and integrated financial–development strategies, offering an empirical framework tailored to Iraq’s conditions and policy insights applicable to other resource‑dependent developing economies.
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[1] A.W. Adebisi, (2023), “Bank credits and economic growth,” Scholars Journal of Economics, Business and Management, Vol. 10, No. 10, pp. 240-258. DOI: https://doi.org/10.36347/sjebm.2023.v10i10.002. DOI: https://doi.org/10.36347/sjebm.2023.v10i10.002
[2] K. Ahmed, and M. Driss, (2024), “Examining the Interactions of Economic Growth and Bank Credit to the Private Sector in Morocco: A causality Analysis,” Journal of Economic Cooperation & Development, Vol. 45, No. 3, pp. (Page numbers not available in source). DOI not available.
[3] S.A. Somma, R.O. Omotinuwe, and N.O. Abdurrahman, (2025), “Mathematical Model for the Control of Unemployment in Nigeria Incorporating Vocational Education and Apprenticeship,” Al-Mustansiriyah Journal of Science, Vol. 36, No. 2, pp. 1-17. DOI: https://doi.org/10.23851/mjs.v36i2.1655. DOI: https://doi.org/10.23851/mjs.v36i2.1655
[4] T. Belinga, J. Zhou, E. Doumbe-Doumbe, Z.S.Y. Gahe, and Y.S.L. Koffi, (2016), “Causality relationship between bank credit and economic growth: Evidence from a time series analysis on a vector error correction model in Cameroon,” Procedia-Social and Behavioral Sciences, Vol. 235, pp. 664-671. DOI: https://doi.org/10.1016/j.sbspro.2016.11.061. DOI: https://doi.org/10.1016/j.sbspro.2016.11.061
[5] J. Breitung, and S. Eickmeier, (2011), “Testing for Structural Breaks in Dynamic Factor Models,” Journal of Econometrics, Vol. 163, No. 1, pp. 71-84. DOI: https://doi.org/10.1016/j.jeconom.2011.01.004. DOI: https://doi.org/10.1016/j.jeconom.2010.11.008
[6] F. Canova, (2007), “Methods for Applied Macroeconomic Research,” Princeton University Press, Princeton. DOI: https://doi.org/10.1515/9781400839522.
[7] C. Chen, Y. Zhang, Y. Bai, and W. Li, (2021), “The impact of green credit on economic growth-The mediating effect of environment on labor supply,” PLoS One, Vol. 16, No. 9, p. e0257612. DOI: https://doi.org/10.1371/journal.pone.0257612. DOI: https://doi.org/10.1371/journal.pone.0257612
[8] S.N. Chukwunweike, (2018), “Bank Credit and economic growth in Nigeria: A Multi-sectorial analysis of 1981-2016,” IDOSR Journal of Banking, Economics and Social Sciences, Vol. 3, No. 1, pp. 74-90. DOI not available.
[9] W. Enders, (2014), “Applied Econometric Time Series,” Wiley, 4th ed., Hoboken. DOI not available.
[10] EViews, (2022), “User's Guide: Time Series Econometrics and Forecasting,” IHS Global Inc., Report (Report number not available in source). [Available through EViews documentation portal].
[11] Y. Feng, Y. Pan, C. Sun, and J. Niu, (2024), “Assessing the effect of green credit on risk-taking of commercial banks in China: Further analysis on the two-way Granger causality,” Journal of Cleaner Production, Vol. 437, p. 140698. DOI: https://doi.org/10.1016/j.jclepro.2024.140698. DOI: https://doi.org/10.1016/j.jclepro.2024.140698
[12] M. Grbić, and S. Luković, (2020), “Relationship between banks' credit activity and economic growth: An empirical research for the Republic of Serbia,” Industrija, Vol. 48, No. 2, pp. 37-53. DOI: https://doi.org/10.5937/industrija48-27225. DOI: https://doi.org/10.5937/industrija48-27225
[13] E.A.R. Guerra, (2017), “The economic growth and the banking credit in Mexico: Granger causality and short-term effects, 2001Q1-2016Q4,” Economía Informa, Vol. 406, pp. 46-58. DOI: https://doi.org/10.1016/j.ecin.2017.10.004. DOI: https://doi.org/10.1016/j.ecin.2017.10.004
[14] J.D. Hamilton, (1994), “Time Series Analysis,” Princeton University Press, Princeton. DOI: https://doi.org/10.1515/9780691218632. DOI: https://doi.org/10.1515/9780691218632
[15] Y. Helhel, (2018), “Financial development and economic growth relationship: An analysis with credit based financial index,” Business and Economics Research Journal, Vol. 9, No. 4, pp. 761-771. DOI: https://doi.org/10.20409/berj.2018.137. DOI: https://doi.org/10.20409/berj.2018.137
[16] Z.Q. Hussein, K.H. Al Marzouk, and E.A. Mahmood, (2022), “The Impact of Bank Credit on Investment and Public Spending in Iraq for the Period (2005-2021),” International Journal of Professional Business Review, Vol. 7, No. 6, p. e0871. DOI: https://doi.org/10.26668/businessreview/2022.v7i6.e871. DOI: https://doi.org/10.26668/businessreview/2022.v7i6.e871
[17] L. Kilian, and H. Lütkepohl, (2017), “Structural Vector Autoregressive Analysis,” Cambridge University Press, Cambridge. DOI: https://doi.org/10.1017/9781108186835. DOI: https://doi.org/10.1017/9781108164818
[18] H. Lutkepohl, (2005), “New Introduction to Multiple Time Series Analysis,” Springer, Berlin. DOI: https://doi.org/10.1007/978-3-540-27752-1. DOI: https://doi.org/10.1007/978-3-540-27752-1
[19] S. Majeed, and S.F. Iftikhar, (2020), “Modeling the Relationship between Banking Sector Credit and Economic Growth: A Sectoral Analysis for Pakistan,” Journal of Economic Cooperation & Development, Vol. 41, No. 1, pp. (Page numbers not available in source). DOI not available.
[20] A.H. Ntarmah, Y. Kong, and E.K. Manu, (2021), “Investigating the dynamic relationships between credit supply, economic growth, and the environment: empirical evidence of sub-regional economies in Sub-Saharan Africa,” Environmental Science and Pollution Research, Vol. 28, pp. 5786-5808. DOI: https://doi.org/10.1007/s11356-020-10875-0. DOI: https://doi.org/10.1007/s11356-020-10875-0
[21] P.K. Ozili, O. Oladipo, and P.T. Iorember, (2023), “Effect of abnormal increase in credit supply on economic growth in Nigeria,” African Journal of Economic and Management Studies, Vol. 14, No. 4, pp. 583-599. DOI: https://doi.org/10.1108/AJEMS-02-2022-0036. DOI: https://doi.org/10.1108/AJEMS-02-2022-0036
[22] U.C. Paul, (2020), “The causal relationship between private sector credit growth and economic growth in Bangladesh: use of Toda-Yamamoto Granger Causality test in VAR model,” (Source type and publication details not available). DOI not available.
[23] M.H. Pesaran, and Y. Shin, (1998), “Generalized impulse response analysis in linear multivariate models,” Economics Letters, Vol. 58, No. 1, pp. 17-29. DOI: https://doi.org/10.1016/S0165-1765(97)00214-0. DOI: https://doi.org/10.1016/S0165-1765(97)00214-0
[24] H. Pham, and P. Nguyen, (2020), “Empirical research on the impact of credit on economic growth in Vietnam,” Management Science Letters, Vol. 10, No. 12, pp. 2897-2904. DOI: https://doi.org/10.5267/j.msl.2020.4.017. DOI: https://doi.org/10.5267/j.msl.2020.4.017
[25] S.S. Sajadi, A.A. Khosravinejad, H. Momeni Vesalian, and G. Emamverdi, (2023), “Investigating the Causal Relationship Between Bank Credits and Economic Growth: Markov Switching Nonlinear Granger Causality Approach,” Quarterly Journal of Applied Theories of Economics, Vol. 10, No. 2, pp. 31-64. DOI not available.
[26] L. Sezal, and B. Taşkın, (2024), “THE RELATIONSHIP BETWEEN COMMERCIAL CREDIT AND EMPLOYMENT: AN APPLICATION ON TÜRKİYE WITH CAUSALITY ANALYSIS,” Uluslararası Yönetim İktisat ve İşletme Dergisi, Vol. 20, No. 1, pp. 1-15. DOI: https://doi.org/10.17130/ijmeb.1402272. DOI: https://doi.org/10.17130/ijmeb.1402272
[27] C.A. Sims, (1980), “Macroeconomics and Reality,” Econometrica, Vol. 48, No. 1, pp. 1-48. DOI: https://doi.org/10.2307/1912017. DOI: https://doi.org/10.2307/1912017
[28] J.H. Stock, and M.W. Watson, (2020), “Introduction to Econometrics,” Pearson, 4th ed., Harlow. DOI not available.
[29] A. Tecel, S. Katircioğlu, E. Taheri, and F. Victor Bekun, (2020), “Causal interactions among tourism, foreign direct investment, domestic credits, and economic growth: evidence from selected Mediterranean countries,” Portuguese Economic Journal, Vol. 19, pp. 195-212. DOI: https://doi.org/10.1007/s10258-020-00181-5. DOI: https://doi.org/10.1007/s10258-020-00181-5
[30] O.A. Usman, O.A. Aina-David, and S.O. Yinus, (2022), “Assessment of Relationship between Market Dynamics, Bank Credit and Economic Growth,” SSRN Report. DOI: https://doi.org/10.2139/ssrn.4071992. DOI: https://doi.org/10.2139/ssrn.4071992
[31] M.R. Vasconcelos, V.G. Reginato, and M.S. da Cunha, (2021), “An empirical analysis of the relationship between bank credit and economic growth,” Textos de Economia, Vol. 24, No. 1, pp. 1-24. DOI: https://doi.org/10.5007/2175-8085.2021.e72868. DOI: https://doi.org/10.5007/2175-8085.2021.e72868
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