Evaluating the effects of Unconventional Monetary Policy Shock In VAR Using Sign Restrictions Approach

Document Type : RESEARCH PAPER

Authors

1 Ph.D. Candidate, Economics Faculty, Allameh Tabataba'i university, Tehran, Iran. Email: m.khadem360@gmail.com

2 Professor, Economics Faculty Member, Allameh Tabataba'i university, Tehran, Iran.

3 Associate Professor, Economics Faculty Member, Allameh Tabataba'i university, Tehran, Iran.

Abstract

Resolving problems resulting from stagflation conditions accompanied with low economic growth and slow employment growth needs some policies that one of them can be unconventional monetary policy. Thus, this paper proposes to evaluate the effects of unconventional monetary policy shocks using VAR with a new method called sign restrictions. To this aim, it were estimated the effects of three variables ordered as real interest rate, inflation and gross domestic product by imposing positive and negative restrictions on these variables for the period 1961-2021. In this paper, the results of model estimation and impulse response functions is done by identifying and estimating parameters on the basis of imposing negative sign on interest rate according to unconventional monetary policy shocks. Results indicate that decreasing in interest rate causes increasing in GDP. Unconventional monetary policy can raise liquidity in stock market. It also support people by low interest rate loans for production with less cost and less sale price in Iran. Therefore, unconventional monetary policy can be a useful policy for resolving stagflation occurred current years in Iran.
Extended Abstract:
Introduction
The global financial crisis(GFC) marked the transition from what many had labelled the period of “Great Moderation” to that of the “Great Recession”. The stress experienced by the financial sector starting in the summer of 2007 put an end to several years of robust growth for the world economy accompanied by moderate inflation rates across most advanced market economies. Across a number of countries, financial intermediation halted, with the peak of the stress manifesting in the final quarter of 2008. Unemployment increased and inflation dropped below central banks’ target levels as economic activity receded sharply. The recovery from the deep recession was also slow in many jurisdictions, with tepid economic growth, sluggish employment growth and subdued inflation. The challenges posed to monetary policy during this period were severe and pushed central banks to resort to actions departing from their established policy frameworks.
The set of policy interventions introduced during this period has been labelled as unconventional monetary policy in order to distinguish it from the conventional pre-GFC policy measures. Some unconventional monetary policies were designed to affect term spreads such as long-term risk-free rates, while others were directed at influencing liquidity and credit spreads such as interest rates on various non-risk-free instruments.
One of the most important tools in unconventional monetary policy is negative interest rate policy (NIRP). The adoption of negative policy interest rates in the aftermath of the GFC was new.
Identification of shocks is one of the most important issues in econometrics for interpreting their impact on themselves and also other variables. Therefore, in case of unconventional monetary policy, VAR model is applied for identifying shocks. In the research, it was identified different shocks using sign-restriction approach in Iran for the period 1961-2021.

Keywords

Main Subjects


ABhoff, S., Belke, A., & Osowski, T. (2021). Unconventional monetary policy and inflation expectations in the Euro area. Economic Modelling102, 105564.‏ https://doi.org/10.1016/j.econmod.2021.105564.
Aghania, Parisa, Heydari, Hassan and Jahangiri, Shahab (2022). Investigating the effects of monetary policy shocks on economic growth and inflation in Iran's economy: empirical evidence based on the TVP-SFAVAR-SV model, applied theories of economics, 9th year of winter 1401, number 4,61-96. (In Persian) DOI: https://www.doi.org/10.22034/ecoj.2023.54417.3140
Amir Ahmadi, P. & Uhlig, H. (2015). Sign restrictions in BAYESIAN FAVARS with an application to monetary policy shocks, NATIONAL BUREAU OF ECONOMIC RESEARCH, 1-96. DOI: RePEc:nbr:nberwo:21738
Amiri, Hossein, and Pirdadeh Biranvand, Mehbobe. (2016). The effect of monetary policy tools on inflation stagnation in Iran. Applied Economics, 7(21), 19-32. SID. (In Persian) https://sid.ir/paper/201996/fa
Arias, J. E., Caldara, D. & Rubio-Ramirez, J. F. (2018). The Systematic Component of Monetary Policy in SVARs: An Agnostic Identification Procedure, Journal of Monetary Economics, 1-29. DOI: http://dx.doi.org/10.17016/IFDP.2015.1131
Bani Said, Elham, Zaranejad, Mansour and Anwari, Ibrahim (2022). Analyzing the effects of conventional and non-conventional monetary policies on economic growth under uncertain conditions using the Stochastic General Equilibrium (DSGE) method, Stable Economy, 4 (1), 1-25. (In Persian) DOI: 10.22111/sedj.2023.43657.1246
Banisaeed, E., Zarra-Nezhad, M. & Anvari, E., (2023). Analysis of the conventional and non-conventional monetary policies in conditions of uncertainty using the random general equilibrium method, Stable Economy, 4(1), 1-25(In Persian). DOI: 10.22111/sedj.2023.43657.1246.
Bernanke, Ben S., (1986). Alternative Explanations of the Money-Income Correlation. Carnegie-Rochester Conference Series on Public Policy, Elsevier, 25(1): 49-99. DOI: 10.3386/w1842
Bindseil, U (2016). Evaluating monetary policy operational frameworks, paper presented at the Jackson Hole Economic Policy Symposium, sponsored by the Federal Reserve Bank of Kansas City, Jackson Hole, Wyoming,26 August.https://www.kansascityfed.org/documents/7036/BindseilPaper_JH2016.pdf
Blanchard, O. J. & Quah D. (1989). The Dynamics Effects of Aggregate Demand and Supply Disturbances, American Economic Review, 79: 655-673. https://doi.org/10.1016/0165-1765(95)00680-E.
Blanchard, O. J. & Watson. M. W. (1986). Are Business Cycles All Alike? in The American Business Cycle: Continuity and Change. R.J. Gordon, ed. Chicago: University of Chicago Press, 56-123. https://econpapers.repec.org/RePEc:nbr:nberch:10021.
Boeckx, J., Dossche, M. & Peersman G. (2017). Effectiveness and Transmission of the ECB's Balance Sheet Policies, International Journal of Central Banking, 13(1): 297-333. https://dx.doi.org/10.2139/ssrn.2482978.
Caldara, D. & Herbst, E. (2019). Monetary policy, real activity, and credit spreads: Evidence from Bayesian proxy SVARs. American Economic Journal:Macroeconomics,11(1):157–192. https://doi.org/10.1257/mac.20170294.
Canova, F. & De Nicolo G. (2002). Monetary Disturbances Matter for Business Cycle Fluctuations in the G-7, Journal of Monetary Economics, 49:1131-59. https://doi.org/10.1016/S0304-3932(02)00145-9.
Canova, F. & Pina J. (1999). Monetary Policy Misspecification in VAR Models, Centre for Economic Policy Research, Discussion Paper (2333). https://cepr.org/publications/dp2333.
Castelnuovo, E. (2012). Monetary policy neutrality? Sign restrictions go to Monte Carlo. In Dipartimento di Scienze Economiche” Marco Fanno” Working Papers, 1-32.‏ DOI: RePEc:pad:wpaper:0151
Cheng, K. & Yang Y. (2020). Revisiting the effects of monetary policy shocks: Evidence from SVAR with narrative sign restrictions, Economics Letters, 1-4. https://doi.org/10.1016/j.econlet.2020.109598.
Chudik, A. & Fidora M. (2011). Using the global dimension to identify shocks with sign restrictions, European Central Bank, 1-27. DOI:10.2139/ssrn.1789015.
Dwyer, G. P., Gilevska, B., Nieto, M. J., & Samartin, M. (2023). The effects of the ECB’s unconventional monetary policies from 2011 to 2018 on banking assets. Journal of International Financial Markets, Institutions andMoney87,101800.SSRN: https://ssrn.com/abstract=4523693 or http://dx.doi.org/10.2139/ssrn.4523693
Faust, J. (1998). On the robustness of the identified VAR conclusions about money. Carnegie-Rochester Conference Series on Public Policy, 49:207–244. https://doi.org/10.1016/S0167-2231(99)00009-3.
Gali, Jordi. (2015). Monetary Policy, Inflation, and the Business Cycle: An Introduction to the New Keynesian Framework, Princeton University Press, 1-216. DOI: https://www.jstor.org/stable/41795582.
Gertler, M. & Karadi, P. (2015). Monetary policy surprises, credit costs, and economic activity. American Economic Journal: Macroeconomics, 7(1):44–76. https://doi. org/10.1257/mac.20130329.
Hashemi Dizaj, A., Hazeri Niri, H., & Samadzadeh, S. (2022). The impact of monetary policy on inflation in oil developing countries and developed countries. Journal of Development and Capital, 7(2), 213-232 (In Persian). DOI:  10.22103/JDC.2022.19276.1230.
Hashemi Dizj, Abdur Rahim, Hashedi Neiri, Hatef. and Samadzadeh, Saeed (1401). The effect of monetary policy on inflation in oil developing countries and developed countries, Journal of Development and Capital, 1-22. (In Persian) DOI: 10.22103/JDC.2022.19276.1230
Hemati, M. (2010). Monetary policy instruments based on interest rate compared to anti-usury monetary policy instruments, report of discussion from Ahmadreza Jalali Naini in a conference called monetary policy making experience in Islamic countries, Banking and money research institution(In Persian).
Hemti, Maryam. (2009). Monetary policy instruments based on interest rate in comparison with non-usurious monetary policy instruments, Dr. Seyed Ahmadreza Jalali Naini's speech report at the monetary policy experience conference in Islamic countries, monetary and banking research institute(In Persian).                      
Hohberger, S., Ratto, M., & Vogel, L. (2023). The macroeconomic effects of unconventional monetary policy: Comparing euro area and US models with shadow rates. Economic Modelling127, 106438.‏ https://doi.org/10.1016/j.econmod.2023.106438
Inoue, A. & Rossi B. (2018). The Effects of Conventional and Unconventional Monetary Policy: A New Approach, mimeo, 1-74. https://doi.org/10.1016/j.jinteco.2019.01.015
Jafari Samimi, A. & Rajaeei, M. H. (2008). The Impact of Orthodox & Heterodox Policies on Economic Growth in Developing Countries: Empirical Evidence, Journal of knowledge and development (scientific research), 15(25), 1-20(In Persian). SID. https://sid.ir/paper/75822/fa
Jafari Samimi, Ahmad and Rajaei, Mohammad Hadi (2007). The effect of conventional and unconventional policies on the economic growth of developing countries: an empirical approach, Knowledge and Development Journal (Scientific-Research), 25, 1-20. SID. (In Persian) https://sid.ir/paper/75822/fa
Karmi Khorramabadi, Homan, Erfani, Alireza and Tavaklian, Hossein. (2021). The efficiency of monetary policy during recessions and economic booms using data on the items that make up producer and consumer price indices. Economic researches of Iran, 75-45.(In Persian). doi: 10.22054/ijer.2021.58692.942
Leeper, E. M. & Zha, T. (2003). Modest Policy Interventions, Journal of Monetary Economics, 50, 1673-1700. https://doi.org/10.1016/j.jmoneco.2003.01.002.
Leeper, E. M., Sims, C. A. & Zha, T. a (1996). What Does Monetary Policy Do? Brookings Papers on Economic Activity, 27, 1-78. https://doi.org/10.2307/2534619.
Makipour, Ashkan, Saleh Menesh, Ahmed, Anwari, Ibrahim and Bahraminia, Ibrahim. (1402). Analyzing the effects of monetary policy in Iran's economy with shadow banking, stochastic dynamic general equilibrium approach, Stable Economy, 4(2), 174-206. (In Persian)
Mirjalili, S. H. (2016). Comparative study of conventional versus unconventional monetary policy, Research institute of Humanities and Cultural studies, 2: 111-125(In Persian). DOI: magiran.com/p1737359
Mirjalili, Seyed Hossein, (2015), comparative study of conventional versus unconventional monetary policy, Research Institute of Humanities and Cultural Studies, No. 2, 111-125. (In Persian)DOI: magiran.com/p1737359
Mohammadi Khayareh, Mohsen. (2019). Monetary policy and inflation dynamics in Iran: providing new evidence. Journal of Development and Capital, 111-130. (In Persian)DOI: 10.22103/JDC.2019.11986.1046
Mohammadi Khyareh, M. (2020). Monetary policy and inflation dynamics in Iran: new evidences. Journal of Development and Capital, 5(1), 111-130(In Persian). DOI: 10.22103/JDC.2019.11986.1046
Mohseni, H., Pahlavani, M., Shahiki Tash, M. N. & Mirjalili, H. (2019). Analysis of the role of unconventional monetary policy using financial situation index: BVAR approach, Quarterly Journal of Economics and Modelling, Shahid Beheshti university, 1-32(In Persian). DOI: 10.29252/ECOJ.10.1.211
Mohseni, H., Shahiki Tash, M. N., Pahlavani, M. & Mirjalili, H. (2019). The Effect of Credit Easing Policy on Macroeconomic Variables in Iran, Applied Economics Studies, 1-27(In Persian). DOI:  10.22084/AES.2018.16662.2673
Mohseni, Haditha, Pahlavani, Musib, Shahiki Tash, Mohdanbi. and Mirjalili, Seyed Hossein (2018). Analyzing the role of unconventional monetary policy using financial conditions index: Bayesian vector autoregression approach, Shahid Beheshti University Economics and Modeling Quarterly, 1-32. (In Persian) DOI: 10.29252/ECOJ.10.1.211
Mohseni, Haditha, Shahiki Tash, Mohdnabi, Pahlavani, Musyib. and Mirjalili, Seyed Hossein (2018). Investigating the effect of credit facilitation policy on macro variables in Iran's economy, Scientific-research quarterly of applied economic studies of Iran, 8th year, 13, 67-93.(In Persian)  DOI: 10.22084/AES.2018.16662.2673
Mountford, A. & Uhlig, H. (2005). What are the effects of fiscal policy shocks? draft, Humboldt University. https://doi.org/10.1002/jae.1079.
Perdigao, B. (2019). “Still” an Agnostic Procedure to Identify Monetary Policy Shocks with Sign Restrictions, ISSN, central bank of Brazil, 1-34. DOI: RePEc:bcb:wpaper:494.
Potter, S. M. & Smets, F. (2019). Unconventional monetary policy tools: a cross-country analysis, Committee on the Global Financial System,1-85. DOI: RePEc:bis:biscgf:63.
Rossi, B. (2018). Identifying and Estimating the Effects of Unconventional Monetary Policy in the Data: How to do it and what have we learned? ICREA-Univ. Pompeu Fabra, Barcelona GSE, and CREI, 1-36. https://ideas.repec.org/p/bge/wpaper/1081.
Schiman, S. & Badinger, H. (2020). Measuring Monetary Policy with Residual Sign Restrictions at Known Shock Dates, WIFO Working Papers, 1-36. https://dx.doi.org/10.2139/ssrn.3699237.
Shakeri, Abbas. (2008). Macroeconomic theories and policies, Pars Navisa Publication, 1-1139(In Persian).
Shakri, Abbas. (2007). Macroeconomic theories and policies, Pars Navisa Publications, 1139-1. (In Persian).
Sims, C. (1980), Macroeconomics and Reality, Econometrica, 48(1), 1-48. https://doi.org/10.2307/1912017.
Sims, C. A. & Zha, T. (1999). Error bands for impulse responses, Econometrica, 1113-1155. https://doi.org/10.1111/1468-0262.00071.
Sims, C. A. & Zha, T. (2006a). Does Monetary Policy Generate Recessions? Macroeconomic Dynamics, 10, 231-272. https://doi.org/10.1017/S136510050605019X.
Stock, J.H. & Watson, M.W. (2001). Vector Autoregressions, Journal of Economic Perspectives, 15(4): 101-115. DOI: 10.1257/jep.15.4.101.
Stock, J.H. & Watson, M.W. (2018), "Identification and Estimation of Dynamic Causal Effects in Macroeconomics Using External Instruments", Economic Journal 128, 917-948. https://EconPapers.repec.org/RePEc:wly:econjl:v:128:y:2018:i:610:p:917-948
Uhlig, H. (1997). What are the effects of monetary policy on output? Results from an agnostic identification procedure, 1-46.
Uhlig, H. (2005). What are the effects of a shock to monetary policy? Results from an agnostic identification procedure, Journal of Monetary Economics, 52, 381-419. https://doi.org/10.1016/j.jmoneco.2004.05.007.
Uhlig, H. (2017). Shocks, sign restrictions, and identification. Advances in economics and econometrics2, 95.‏ https://doi.org/10.1017/9781108227223.004.
Uhlig, H., (1998). The robustness of identified VAR conclusions about money. A comment. Carnegie-Rochester Series in Public Economics 49, 245–263. https://doi.org/10.1016/S0167-2231(99)00010-X.
Walsh, C. E. (2010). Monetary Theory and Policy, 3: 1-639.https://EconPapers.repec.org/RePEc:mtp:titles:0262013770
Wolf, C. K. (2017). Masquerading Shocks in Sign-Restricted VARs. Manuscript, Princeton University, 1-59.‏
Wu, C. and F. Xia (2018), Negative Interest Rate Policy and Yield Curve, Bank of International Settlements Working Paper No. 703. http://www.nber.org/p