Do Bank Loans Trigger Imports? An Empirical Analysis for MIST Countries

Yıl 2025, Cilt: 40 Sayı: 1, 294 - 309

Sümeyra Evren , Mehmet Mucuk

https://doi.org/10.24988/ije.1393818

Öz

This paper seeks to investigate the effect of bank loans, economic growth, and exchange rate on imports over the period 1980–2020 for MIST countries (Mexico, Indonesia, South Korea, and Türkiye), using Common Correlated Effect Mean Group (CCEMG) and Augmented Mean Group (AMG) estimators. In addition, the causality linkage between the variables was examined through the Dumitrescu and Hurlin test. The findings showed that bank loans, economic growth, and the exchange rate have a positive and significant effect on imports for the whole panel. According to the AMG estimator, an increase in bank loans leads to an increase in imports, excluding Indonesia. Moreover, the causality test indicated that there is a unidirectional linkage from bank loans to imports. Besides, a bidirectional linkage between economic growth and imports was found.

Anahtar Kelimeler

Bank Loans, Imports, Panel Data Analysis

Banka Kredileri İthalatı Tetikliyor mu? MIST Ülkeleri İçin Ampirik Bir Analiz

Öz

Bu makale banka kredilerinin, döviz kurunun ve ekonomik büyümenin ithalat üzerindeki etkisini, Ortak Korelasyonlu Ortalama Grubu (CCEMG) ve Artırılmış Ortalama Grubu (AMG) tahmincilerini kullanarak, MIST (Meksika, Endonezya, Güney Kore, Türkiye) ülkeleri için 1980-2020 dönemine ait veriler aracılığıyla araştırmayı amaçlamaktadır. Ayrıca değişkenler arasındaki nedensellik ilişkisi Dumitrescu ve Hurlin testi yardımıyla incelenmiştir. Bulgular, panelin tamamı için banka kredilerinin, ekonomik büyümenin ve döviz kurunun ithalat üzerindeki etkisinin anlamlı ve pozitif olduğunu ortaya koymuştur. AMG tahmincisine göre banka kredilerindeki artış, Endonezya hariç ithalatın da artmasına neden olmaktadır. Ayrıca nedensellik testi banka kredilerinden ithalata doğru tek yönlü bir nedensellik bağıntısının olduğunu göstermiştir. Buna ilave olarak ekonomik büyüme ve ithalat arasında çift yönlü bir nedensellik söz konusudur.

Anahtar Kelimeler

Banka Kredileri, İthalat, Panel Veri Analizi

Kaynakça

• Adom, P. K., Agradi, M., and Vezzulli, A. (2021). Energy efficiency-economic growth nexus: What is the role of income inequality?. Journal of Cleaner Production, 310, 127382.
• Agyapong, D., and Bedjabeng, K. A. (2019). External debt stock, foreign direct investment and financial development: Evidence from african economies. Journal of Asian Business and Economic Studies, 27(1), 81-98.
• Akermi, N., Ben Yedder, N., and Bakari, S. (2023). Impact of final consumption, domestic investment, exports, and imports on economic growth in Albania, MPRA Paper No. 118308, University Library of Munich, Germany.
• Alhatti, A., and Konak, A. (2022). Dış ticaretin gelişimi açısından bankacılık sektörünün önemi: Türkiye örneği, Fiscaoeconomia, 6(2), 572-600.
• Aluko, O. A., and Obalade, A. A. (2020). Financial development and environmental quality in Sub-Saharan Africa: Is there a technology effect?. Science of the Total Environment, 747, 141515.
• Anyanwu, A., Gan, C., and Hu, B. (2016). The broken link: bank credit and non-hydrocarbon output growth in oil-dependent economies. AgEcon Search, No. 260791. New Zealand Agricultural and Resource Economics Society.
• Arı, A. (2021). Gelir eşitsizliği ve ithalat talebi: Eşbütünleşme analizi. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 11(22), 429-440.
• Assi, A. F., Işıksal, A. Z., and Tursoy, T. (2021). Renewable energy consumption, financial development, environmental pollution, and innovations in the ASEAN+ 3 group: Evidence from (P-ARDL) model, Renewable Energy, 165, 689-700.
• Babouček, I., and Jančar, M. (2005). Effects of Macroeconomic Shocks to The Quality of The Aggregate Loan Portfolio (Vol. 22). Praha, Czech: Czech National Bank.
• Batou, J. (1992). The third world before the third world, 1770-1870. Revue Tiers-Monde, 33(129), 7-29.
• Baccaro, L., and Pontusson, J. (2016). Rethinking Comparative Political Economy: The Growth Model Perspective. Politics & Society, 44(2), 175-207.
• Baum, C. F. (2001). Residual diagnostics for cross-section time series regression models. The Stata Journal, 1(1), 101-104.
• Branson, W. H. (1976). The dual roles of the government budget and the balance of payments in the movement from short-run to long-run equilibrium. The Quarterly Journal of Economics, 90(3), 345-367.
• Breusch, T. S., and Pagan, A. R. (1980). The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239-253.
• Burdisso, T., and Sangiácomo, M. (2016). Panel time series: Review of the methodological evolution. The Stata Journal, 16(2), 424-442.
• Burret, H. T., and Feld, L. P. (2014). Panel cointegration tests on the fiscal sustainability of German Laender. CESifo,No. 4929.
• Castagnetti, C., Rossi, E., and Trapani, L. (2019). A two-stage estimator for heterogeneous panel models with common factors. Econometrics and Statistics, 11, 63-82.
• Chandio, A. A., Sethi, N., Dash, D. P., and Usman, M. (2022). Towards sustainable food production: What role ict and technological development can play for cereal production in ASIAN–7 countries?, Computers and Electronics in Agriculture, 202, 107368.
• Chaudhary, G. M., Hashmi, S. H., and Khan, M. A. (2016). Exchange rate and foreign trade: A comparative study of major South Asian And South-East Asian countries. Procedia-Social and Behavioral Sciences, 230, 85-93.
• Chavarín Rodríguez, R., and Tlatoa Chávez, A. (2023). The importance of bank credit for the economic activity in Mexico: A manufacturing sector analysis. Ensayos. Revista de Economía, 42(1), 83-120.
• Ditzen, J. (2018). Estimating dynamic common-correlated effects in stata. The Stata Journal, 18(3), 585-617.
• Dumitrescu, E-I., and Hurlin, C. (2012). Testing for granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450-1460.
• Eberhardt, M., & Teal, F. (2010). Productivity Analysis in Global Manufacturing Production. Department of Economics (University of Oxford).
• Ekinci, M. F., Erdem, F. P., and Kilinc, Z. (2015). Credit growth, current account and financial depth. Applied Economics, 47(17), 1809-1821.
• Ghilous, A., & Ziat, A. (2021). Domestic credit and the balance of payment deficit: Evidence from a heterogeneous panel of five selected mena countries. Economics and Business, 35(1), 133-148.
• Grail Research. (2012). MIST: The Next Big Thing or Just Hot Air? New York, NY: Author.
• Gyamfi, B. A., Agozie, D. Q., and Bekun, F. V. (2022). Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era?, Technology in Society, 70, 102037.
• Han, A. (2024). Yeşil ekonomi yolunda oecd ülkelerinde yenilenebilir enerji tüketimi analizi. Verimlilik Dergisi, 58(2), 185-200.
• Hani Selimi, E., and Eliskovski, M. (2018). The effect of household and enterprise credit on current account balance: Evidence from The Republic of North Macedonia. National Bank of the Republic of North Macedonia Working Paper, No. 9/2018, Skopje.
• Ho, S. H., and Saadaoui, J. (2022). Bank credit and economic growth: a dynamic threshold panel model for ASEAN Countries. International Economics, 170, 115-128.
• Inyang, N., and Effiong, U. (2021). Exchange rate effect on import volume in Nigeria (1981–2019). SSRG International Journal of Economics and Management Studies, 8(2), 30-40.
• Jakada, A. H., Mahmood, S., Ali, U. A., and Ismail Aliyu, D. (2023). The moderating role of ICT on the relationship between foreign direct investment and the quality of environment in selected African Countries. Cogent Economics & Finance, 11(1), 2197694.
• Jian, L., Chuimin, K., Jijian, Z., Yusheng, K., and Ntarmah, A. H. (2022). The relationship between economic growth and environmental degradation: Could West African countries benefit from EKC hypothesis?. Environmental Science and Pollution Research, 29(48), 73052-73070.
• Kapetanios, G., Pesaran, M. H., and Yamagata, T. (2011). Panels with non-stationary multifactor error structures. Journal of Econometrics, 160(2), 326-348.
• Kar, A. K. (2022). Environmental Kuznets Curve for CO2 emissions in Baltic countries: an empirical investigation. Environmental Science and Pollution Research, 29(31), 47189-47208.
• Karahan, Ö., Yılgör, M. and Öndes, H. (2018, June 25-28). The effect of bank credit on the current account balance in Turkey. In European Financial Systems 2018. J. Nešleha, F. Hampl, & M. Svoboda (Eds.), (pp. 243–250). Masarykova Univerzita Nakladatelství.
• Khan, M. Y., Akhtar, S., and Riaz, S. (2019). Dynamic relationship between imports and economic growth in Pakistan. Journal of Economics and Sustainable Development, 10(10), 70-77.
• Le, H. P., and Van, D. T. B. (2020). The energy consumption structure and African EMDES' sustainable development. Heliyon, 6(4). e03822.
• Liu, Z., Pang, P., Fang, W., Ali, S., & Anser, M. K. (2022). Dynamic common correlated effects of pandemic uncertainty on environmental quality: Fresh insights from East-Asia and Pacific Countries. Air Quality, Atmosphere & Health, 15(8), 1395-1411.
• Lopez, L., & Weber, S. (2017). Testing for granger causality in panel data. The Stata Journal, 17(4), 972-984.
• Muduli, D. K., and Manık, N. (2020). Tax structure and economic growth in general category states in India: A Panel Auto Regressive Distributed Lag Approach. Theoretical and Applied Economics, 27(2), 225-240.
• Musah, M., Onifade, S. T., Satrovic, E., and Nkyi, J. A. (2024). Assessing the palliative aspects of green innovations in the non-linear tendencies of environmental sustainability-financial globalization nexus among West African States. Geoscience Frontiers, 101893.
• Oloba, O. (2014). Exchange rate movements, import and economic growth in Nigeria (1986-2010). International Journal of Business, Economics and Management, 1(6), 115-124.
• Omoke, P. C. (2012). Bank credit and aggregate import demand in Nigeria: A cointegration analysis. Acta Universitatis Danubius. Œconomica, 8(3), 28-37.
• Ouattara, B., and Zhang, Y. F. (2019). Infrastructure and long-run economic growth: Evidence from Chinese provinces. Empirical Economics, 57, 263-284.
• Pesaran, M. H. (2004). General Diagnostic Tests for Cross Section Dependence in Panels. IZA Discussion Paper, No. 1240, Institute for the Study of Labor (IZA).
• Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967-1012.
• Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of Applied Econometrics, 22(2), 265-312.
• Pesaran, M. H., and Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93.
• Sayed, A., & Peng, B. (2021). Pandemics and income inequality: A historical review. SN Business & Economics, 1(4), 54.
• Swamy, P. A. (1970). Efficient Inference in A Random Coefficient Regression Model. Econometrica: Journal of the Econometric Society, 311-323.
• Tannoury, M., and Attieh, Z. (2017). The influence of emerging markets on the pharmaceutical industry. Current Therapeutic Research, 86, 19-22.
• Unger, R. (2017). Asymmetric credit growth and current account imbalances in the Euro area. Journal of International Money and Finance, 73, 435-451.
• Usman, M., and Balsalobre-Lorente, D. (2022). Environmental concern in the era of industrialization: Can financial development, renewable energy and natural resources alleviate some load?. Energy Policy, 162, 112780.
• Usman, K., and Bashir, U. (2022). The causal nexus between imports and economic growth in China, India and G7 countries: Granger causality analysis in the frequency domain, Heliyon, 8(8).
• Usman, K. (2023). The nexus between remittance, exchange rate and economic growth of E7 economies: Frequency domain analysis. Heliyon, 9(11).
• Vo, D. H. (2022). The joint and independent effects of financial development and renewable energy on energy consumption in the Trans-Pacific countries. Environmental Science and Pollution Research, 1-15.
• Wang, Z., Bui, Q., and Zhang, B. (2020a). The relationship between biomass energy consumption and human development: Empirical evidence from BRICS countries. Energy, 194, 116906.
• Wang, Z., Rasool, Y., Zhang, B., Ahmed, Z., and Wang, B. (2020b). Dynamic linkage among industrialisation, urbanisation, and CO2 emissions in apec realms: Evidence based on DSUR estimation. Structural Change and Economic Dynamics, 52, 382-389.
• Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69(6), 709-748.
• Westerlund, J. and Hosseinkouchack, M. (2016). Modified CADF and CIPS panel unit root statistics with standard Chi‐squared and normal limiting distributions. Oxford Bulletin of Economics and Statistics, 78(3), 347-364.
• Yang, Q. C., Chen, X., Chang, C. P., Chen, D., and Hao, Y. (2021). What Is the relationship between government response and covid-19 pandemics? Global evidence of 118 countries. Structural Change and Economic Dynamics, 59, 98-107.
• Yaya, K. (2020). Causal links between foreign direct investment and import demand in ECOWAS countries: A view through meta-analysis. Journal of Economics and International Finance, 12(1), 1-5.
• Zeybek, Ö., and Kesbiç, C. Y. (2022). 1996-2020 dönemi için gelişmekte olan ülkelerde ekonomik büyüme, döviz kuru ve dış ticaret ilişkisi: Panel veri analizi. Giresun Üniversitesi İktisadi ve İdari Bilimler Dergisi, 8(1), 30-46.
• Ziramba, E., and Chifamba, R. T. (2014). The J-Curve Dynamics of South African Trade: Evidence from The ARDL Approach. European Scientific Journal, 10(19), 346-358.