اقتصاد کشاورزی و توسعه

اقتصاد کشاورزی و توسعه

نقش مالکیت بانکی در تأثیر اعتبارات بانکی بر سرمایه‌‌گذاری بخش کشاورزی ایران: کاربرد روش MIDAS-GARDL

نوع مقاله : مقاله پژوهشی

نویسندگان
1 دانشجوی دکتری، گروه اقتصاد کشاورزی، دانشکده کشاورزی، دانشگاه پیام نور واحد تهران، تهران، ایران
2 استادیار، گروه اقتصاد کشاورزی، دانشکده کشاورزی، دانشگاه پیام نور واحد تهران، تهران، ایران
چکیده
بخش کشاورزی همچنان سهم قابل‌توجهی در اقتصاد ایران دارد اما متاسفانه سرمایه‌گذاری در بخش کشاورزی ایران بسیار پایین است. از این‌‏رو، افزایش سرمایه‌گذاری در این بخش اهمیت دارد. بدین منظور، لازم است عوامل تقویت‌کننده این متغیر شناخته شوند. یکی از این عوامل، تسهیلات بانکی است که بر اساس برخی نظریه‌های اقتصادی، موجب افزایش رشد و سرمایه‌گذاری می‌شود. برخی از اقتصاددانان بر این باورند که این تأثیر به نوع مالکیت بانک (دولتی یا خصوصی بودن آن) بستگی دارد. گروهی نیز معتقدند که تسهیلات بانک‌های دولتی بیشتر موجب سرمایه‌گذاری می‌شود اما برخی دیگر خلاف این نظر را دارند. بنابراین، ضروری است پژوهش‌هایی بدین‏گونه پرسش‌ها پاسخ دهند که «نوع مالکیت بانک‌‌ها چه نقشی در اثرگذاری تسهیلات بانکی ایفا می‌کند؟». در این راستا، هدف مطالعه حاضر بررسی تأثیر تسهیلات بانکی بر سرمایه‌گذاری بخش کشاورزی با تأکید بر نقش مالکیت بانک‌ها بود. بدین منظور، از روش‌ MIDAS-GARDL استفاده شد. داده‌های فصلی‌ مورد استفاده از زمستان 1388 تا زمستان 1401 را پوشش می‌داد و جامعه آماری تحقیق شامل بخش کشاورزی ایران بود. یافته‌های تحقیق نشان داد که در کل، تأثیر تسهیلات بانکی مثبت است، اما تسهیلات اعطایی بانک‌های دولتی در مقایسه با بانک‌های خصوصی تأثیر بیشتری بر سرمایه‌گذاری بخش کشاورزی دارد (مطابق دیدگاه طرفداران دخالت در اعطای تسهیلات بانکی)؛ افزون بر این، درآمدهای نفتی تأثیر مثبت و نرخ ارز و نرخ سود تأثیر منفی بر سرمایه‌گذاری دارد. با توجه به نتایج پژوهش حاضر، پیشنهاد می‌شود که تسهیلات بانکی کافی با نرخ سود پایین با اولویت پرداخت توسط بخش دولتی در راستای تشویق سرمایه‌گذاری در بخش کشاورزی اختصاص یابد.
کلیدواژه‌ها

عنوان مقاله English

Role of Bank Ownership in Impact of Bank Credits on Investment in Agricultural Sector of Iran: Application of MIDAS-GARDL Method

نویسندگان English

Mehdi Hosseinpoor Naderi 1
Fatemeh Alijani 2
1 PhD Student, Department of Agricultural Economics, Agricultural Factuality, Tehran Payamnoor University, Tehran, Iran.
2 Assistant Profesor, Department of Agricultural Economics, Agricultural Factuality, Tehran Payamnoor University, Tehran, Iran.
چکیده English

Introduction: Due to the vast benefits and advantages of investment, understanding the role of different accelerators of investment has always been one of the most challenging issues for economists. The significant differences between regions in different periods to achieve investment have made economists more interested in identifying the factors affecting investment. Meanwhile, agricultural investment, especially in developing countries, plays a crucial role in poverty reduction, food security, and development of other sectors. One of the great objectives of Iranian economy in current year is the ‘production jump’. Therefore, the issue of the investment such as agricultural investment is a necessity for Iran. Given the importance of agricultural investment, researchers try to determine different factors affecting the investment in agricultural sector and their mechanisms to affect it. One of these variables could be bank credit. Despite the relative consensus of economists on the positive impact of credit on growth and investment, some emphasize that the influence of public and private bank lending on these variables is different. In other words, bank ownership and lending from the public or private banks can play a non-identical impact on investment and growth. Banks' lending behavior is influenced by their ownership structure and specific objectives. Some economists believe that state-owned banks' lending decisions are more affected than private banks. Therefore, the role of these banks can be different from that of the private banks in economic growth and investment. On the contrary, proponents of private banking argue that the inadequate financial structure, the high volume of delinquent receivables, the inefficient allocation of credit, and the lack of dynamism in banks are due to government management practices on banks. A review of previous studies shows that few studies have examined the influence of bank ownership and their credit allocation on agricultural investment. Therefore, the present study used quarterly data to investigate whether private or public banks play a role in the impact of bank credit on the investment of the agricultural sector or not.
Materials and Methods: Based on the theoretical foundations, and previous studies such as Önder & Özyıldırım (2013) as well as access to required quarterly data, in this study, the following regression within an equation was used to examine the impact of bank credit on the agricultural investment:                       
Where LI, LC, LP, LR, LO, and LER would be the logarithm forms of the agricultural investment, agricultural credits, the share of credits granted by private banks to the total credits granted in the agricultural sector, interest rate, oil income, and exchange rate, respectively. The LR and LO were the traditional variables of investment models. The LC and LER were used many times in previous studies, but the LP variable entered the agricultural investment model for the first time in this study. The symbols of a, e‌, and b indicated constant, the error term and slope coefficients, respectively. For each of the variables, except exchange rate, quarterly data from the fourth season of 2010 to the fourth season of 2022 were gathered from Central Bank of the Islamic Republic of Iran (CBI). For exchange rate, the monthly data of the CBI was used. Seasonal data have the advantage that they allow the researcher to examine the relationship between variables in terms of seasonal variations. Due to the seasonal behavior of the agricultural sector, the use of seasonal data was of particular importance. All value variables were based on the constant value of 2011. In this Study, the Hylleberg et al. (1990) test was used to test unit root. To Estimate the model, Generalized Auto-Regressive Distributed Lag (DARDL) model was used with Mixed-Data Sampling (MIDAS) model in a combination form of MIDAS-GARDL approach.
Results and Discussion: The unit root test did not give the consistent results. Therefore, the ARDL family ougtht to be  used, because it could be used even if there was a combination of I(0) and I(1) variables in the model. The results showed the oil income in the agricultural sector had a significantly positive effect on the investment of the agricultural sector (in accordance with economic theories and empirical studies0; in addition, the exchange rate had a significantly negative effect, including the negative effect of the increase in the exchange rate, on the investment of the agricultural sector; the interest rate had also a significantly negative erect, indicating the negative effect of the increase in the agricultural interest rate on the investment of the agricultural sector. The coefficient of agricultural credit was similar to the variable of investment in the sector where both of them were positive while their impacts were relatively estimated lower (therefore, the increase in agricultural credit caused to increase agricultural investment0. As shown by the study results, the ratio of private bank credit to total bank credits did not have a significant effect on the investment of the agricultural sector and so, the more bank credits were granted by the public banks, the greater the impact on the investment of the agricultural sector.
 
Conclusion and Suggestions: According to the study results, the following policy recommendations are presented:

Due to the negative impact of the interest rate on the investment of the agricultural sector, it is suggested to consider the negative impact of interest rate increase on the investment in this sector. It is also suggested to decrease the interest rate to promote the investment.
Considering the positive effect of oil income on the investment of the agricultural sector, attention should be paid to the negative effects of the decrease in oil revenues especially in the conditions of economic sanctions on the investment of the agricultural sector, and this damage should be compensated through other sources such as attracting foreign investment.
Considering the positive effect of bank credit on the investment of the agricultural sector, it is suggested to increase agricultural credit to increase the investment in this sector.
Due to the higher impact of the credit of public banks compared to private banks, it is suggested to conduct an analysis regarding the payment of credit granted by private banks. Some experts believe that private banks direct production credits to non-productive sectors instead of productive ones in the economy. Therefore, for the success of privatization policies in Iran, it is necessary to pay more attention to the higher efficiency of private banks. In order to eliminate the possible damages of private banks in providing credits, it is better to grant more credit through the public banks with more supervision of government agencies. It should be noted that in bad economic conditions, the public banks, due to their access to more financial resources, would compensate for the decrease in the granting of facilities by the private banks, through anti-cyclical behavior which used to be more effective than that of the private banks, to maintain balance in the credit market in increasing growth and economic investment.

کلیدواژه‌ها English

Bank Credit
Privatization
Agricultural Investment
Bank Ownership
MIDAS-GARDL Method
  • Amini, A. (1998). Investigation of the investment situation in the agricultural sector. Planning and Budgeting, 3(9), 95-119. [In Persian]
  • Andrianova, S., Demetriades, P., & Shortland, A. (2012). Government ownership of banks, institutions and economic growth. Economica, 79(315), 449-469.
  • Arabmazar, A., & NazariGovar, S. (2012). The effect of inflation uncertainty on private investment in Iran. Journal of Economic Essays (JEE); an Islamic Approach, 9(18), 59-76. [In Peraian]
  • Armesto, M. T., Engemann, K., & Owyang, M. (2010). Forecasting with mixed frequencies. Review, 92(Nov.), 521-536.
  • Baboly, E., & Lashkarizadeh, M. (2017). Effect of different levels of inflation uncertainty on private investment in agriculture sector of Iran. Agricultural Economics and Development, 25(1), 95-117. DOI: 10.30490/aead.2017.59067. [In Persian]
  • Baghestany, A. A. (2020). Modelling the effect of exchange rate shocks on investment in agriculture sector (application of NARDL method). Journal of Agricultural Economics and Development, 34(2), 113-125. DOI: 10.22067/jead2.v34i2.81510. [In Persian]
  • Berkowitz, D., Hoekstra, M., & Schoors, K. (2014). Bank privatization, finance, and growth. Journal of Development Economics, 110, 93-106.
  • Chaiya, C., Sikandar, S., Pinthong, P., Saqib, S. E., & Ali, N. (2023). The impact of formal agricultural credit on farm productivity and its utilization in Khyber Pakhtunkhwa, Pakistan. Sustainability, 15(2), 1217. DOI: 3390/su15021217.
  • Chang, H.-J. (2012). 23 things they don't tell you about capitalism. Bloomsbury Publishing, USA.
  • Coleman, N., & Feler, L. (2015). Bank ownership, lending, and local economic performance during the 2008-2009 financial crisis. Journal of Monetary Economics, 71, 50-66.
  • Daei Karimzadeh, S., & Gorjizadeh, A. (2016). Impact of the expansion of private banks share in banking system on non-performing loans in Iran. Journal of Monetary and Banking Research, 8(26), 571-593. [In Persian]
  • Davydov, D. (2018). Does state ownership of banks matter? Russian evidence from the financial crisis. Journal of Emerging Market Finance, 17(2), 250-285.
  • Dong, Y., Liu, Z., Shen, Z., & Sun, Q. (2016). Does state ownership really matter in determining access to bank loans? Evidence from China's partial privatization. Pacific-Basin Finance Journal, 40, 73-85.
  • Doudangi, M. (2016). Factors affecting domestic and foreign investments in Iran. Economic Growth and Development Research, 6(23), 131-147. [In Persian]
  • Edraki, A., Emadi, S. J., & Jafari, M. (2023). The effect of Qarz al-Hasna (non-interest laon) facilities on macroeconomic variables. Islamic Economics Studies Bi-quarterly Journal, 15(29), 123-148. DOI: 10.30497/ies.2023.243543.2121. [In Persian]
  • Ghysels, R., & Valkanov, R. (2012). Forecasting volatility with MIDAS. In: Bauwens, C. Hafner, & S. Laurent (Eds) Handbook of volatility models and their applications (pp. 383-401). DOI: 10.1002/9781118272039.ch16.
  • Gojarati, D. (2008). Basic econometrics (Vol. 5). Translated by H. Abrishami. Institute of Printing and Publishing, University of Tehran. [In Persian]
  • Golestani, S. (2016). The effects of oil price volatility on private investment in agriculture sector. Iranian Journal of Agricultural Economics and Development Research, 46(4), 687-696. DOI: 10.22059/ijaedr.2016.58024. [In Persian]
  • Granger, C. W. J., & Newbold, P. (1974). Spurious regressions in econometrics. Journal of Econometrics, 2(2), 111-120.
  • Hooshmand, M., Hashemnia, M., Abdollahi, Z., & Eskandaripour, Z. (2014). Factors affecting private investment in the agricultural sector of Iran. Applied Economics Studies of Iran (AESI), 3(11), 239-255. DOR: 1001.1.23222530.1393.3.11.10.6. [In Persian]
  • Hosseinpoor Naderi, M., Alijani, F., & Nikoukar, A. (2022). The impact of bank credits on Iranian agricultural growth. Agricultural Economics and Development, 29(4), 285-314. DOI: 10.30490/aead.2022.354141.1331. [In Persian]
  • Hosseinpoor Naderi, M., Alijani, F., & Nikoukar, A. (2023). The impact of banking credit on iranian agricultural growth with emphasis on the role of bank ownership: a MIDAS-GARDL approach. Agricultural Economics Research, 15(2), 86-73. DOI: 10.30495/jae.2023.28151.2251. [In Peraian]
  • Hylleberg, S., Engle, R., Granger, C. W. J., & Yoo, B. S. (1990). Seasonal integration and cointegration. Journal of Econometrics, 44(1-2), 215-238.
  • Jalaee, S. A., Nejati, M., & Bagheri, F. (2016). Examining the effects of the exchange rate shocks on investment and employment in iran using computable general equilibrium models. The Economic Research (Sustainable Growth and Development), 16(2), 201-220. [In Peraian]
  • Kasahara, H., Sawada, Y., & Suzuki, M. (2024). The effect of bank recapitalization policy on credit allocation, investment, and productivity: evidence from a banking crisis in Japan. Journal of Banking & Finance, 158, 107047.
  • Nabieyan, S., & Sheykhpour, M. (2017). Study of monetary shocks on investment in agricultural sub-sectors of Iran. Agricultural Economics and Development, 24(96), 185-198. DOI: 30490/aead.2017.59058. [In Persian]
  • Noorollahzadeh, A., Hojabr Kiani, K., & Asgari, F. (2021). The effect of Omid Entrepreneurship Fund financial support on investment and employment functions in rural areas with emphasis on small and medium enterprises. Space Economy & Rural Development, 10(35), 23-42. [In Persian]
  • Önder, Z., & Özyıldırım, S. (2010). Banks, regional development disparity and growth: evidence from Turkey. Cambridge Journal of Economics, 34(6), 975-1000.
  • Önder, Z., & Özyıldırım, S. (2013). Role of bank credit on local growth: Do politics and crisis matter? Journal of Financial Stability, 9(1), 13-25.
  • Phillips, P., & Loretan, M. (1991). Estimating long-run economic equilibria. Review of Economic Studies, 58(3), 407-436.
  • Rahamani, T. (2021). Macroeconomics (5 ed. Vol. 1. Noor Elm, Tehran. [In Persian]
  • Saini, R., & Kumar, R. (2020). Determining the factors affecting investment in Punjab agriculture. Economic Affairs, 65(4), 511-520.
  • Salim Odlou, A., Shakeri Bostanabad, R., Shahbazi, A., & Salehi Komroudi, M. (2023). Budget constraints and its impact on broiler production in Masjed Soleyman city. Agricultural Economics Research, 15(1), 43-55. DOI: 10.30495/jae.2023.24649.2159 [In Persian]
  • Sayyadi, F., & Moghaddasi, R. (2015). The effect of energy price on grain price using regression models with mixed data (Generalized ARDL method based on OLS). Applied Economics Studies of Iran (AESI), 4(15), 149-160. [In Persian]
  • Shabanzadeh, M., Esfanjari Kenari, R., Jansouz, P., & Kavoosi Kalashami, M. (2016). Bank credits and investment growth of agricultural sector in Iran. Iranian Association of Agricultural Economics, International Journal of Agricultural Management and Development (JAMAD), 6(1), 101-108. DOI: 10.22004/ag.econ.262542.
  • Shahnoushi, N., & Shabanzadeh, M. (2013). The effect of credits of early return firms on total factor productivity in agricultural sector, case study: Babol County. Iranian Journal of Agricultural Economics and Development Research (IJAEDR), 43(3), 511-521. [In Persian]
  • Shakeri, A. (2016). Introduction to Iranian Economy. Raffe, Tehran. [In Persian]
  • Sharifi Renani, H., Tavakoli, A., & Honarvar, N. (2014). Effect of agricultural credit banks on the value added of agricultural sector in Iran. Agricultural Economics and Development, 21(84), 201-227. DOI: 10.30490/aead.2014.58725. [In Persian]
  • Stock, J. H., & Watson, M. W. (1988). Testing for common trends. Journal of the American Statistical Association, 83(404), 1097-1107.
  • Szymańska, E. J., Dziwulski, M., & Kruszyński, M. (2021). Determinants of fixed asset investment in the Polish farms. Sustainability, 13(24), 13741.
  • Trujillo-Barrera, A., & Pennings, J. M. E. (2013). Energy and food commodity prices linkage: an examination with mixed-frequency data. 2013 Annual Meeting, August 4-6, 2013, Washington, D.C.150465, Agricultural and Applied Economics Association. DOI: 10.22004/ag.econ.150465.
  • Zolghadr, H., Asgharpoor, H., Poorebadollahian, M., Salmani, B., & Farzivash, A. (2019). Studying the role of bank ownership in the effect of bank credit on economic growth according to the level of provinces income. Journal of Economic Growth and Development Research, 9(34), 15-34. DOI: 30473/egdr.2019.4694. [In Persian]