IDEAS home Printed from https://ideas.repec.org/a/wsi/jicepx/v11y2020i01ns1793993320500040.html
   My bibliography  Save this article

A DSGE Model-Based Analysis of the Indian Slowdown

Author

Listed:
  • Ashima Goyal

    (Indira Gandhi Institute of Development Research (IGIDR), Gen. A. K. Vaidya Marg, Goregaon (E) Mumbai 400065, India)

  • Abhishek Kumar

    (Indira Gandhi Institute of Development Research (IGIDR), Gen. A. K. Vaidya Marg, Goregaon (E) Mumbai 400065, India)

Abstract

A New Keynesian Dynamic Stochastic General Equilibrium (DSGE) model with habit persistence used to examine the US slowdown is also used to analyze the contribution of basic demand and supply shocks to the Indian slowdown. Kalman filter-based maximum likelihood estimation is undertaken with Indian output, inflation and interest rate data. First, our model based output gap tracks the statistical Hodrick–Prescott filter-based output gap well. Second, comparison of estimated parameters, impulse responses and forecast error variance decomposition between India and the US brings out the differences in policy responses, the structure of the two economies and their inflationary processes. There is a higher impact of interest rate shocks on output and inflation, and lower impact of technology shocks on output but higher on inflation in comparison to US. The former indicates monetary policy over-reaction and the latter validates a supply curve that technology shocks shift and inadequate adjustment of actual to potential output. Habit persistence is higher, markup and interest rate shocks are more volatile in India. Markup shocks play a much larger role in determination of Indian inflation again pointing to the importance of supply side factors. Third, smoothed states obtained from the Kalman filter to create counterfactual paths of output and inflation (during 2009:Q4 to 2013:Q2) in the presence of a given shock, show monetary shocks imposed significant output cost. The output gap was negative post the 2011 slowdown and in 2016.

Suggested Citation

  • Ashima Goyal & Abhishek Kumar, 2020. "A DSGE Model-Based Analysis of the Indian Slowdown," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 1-38, April.
  • Handle: RePEc:wsi:jicepx:v:11:y:2020:i:01:n:s1793993320500040
    DOI: 10.1142/S1793993320500040
    as

    Download full text from publisher

    File URL: https://www.worldscientific.com/doi/abs/10.1142/S1793993320500040
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S1793993320500040?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Christina D. Romer & David H. Romer, 2004. "A New Measure of Monetary Shocks: Derivation and Implications," American Economic Review, American Economic Association, vol. 94(4), pages 1055-1084, September.
    2. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    3. Weil, Philippe, 1989. "The equity premium puzzle and the risk-free rate puzzle," Journal of Monetary Economics, Elsevier, vol. 24(3), pages 401-421, November.
    4. Javier Garcia-Cicco & Roberto Pancrazi & Martin Uribe, 2010. "Real Business Cycles in Emerging Countries?," American Economic Review, American Economic Association, vol. 100(5), pages 2510-2531, December.
    5. Jeff Fuhrer & George Moore, 1995. "Inflation Persistence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 127-159.
    6. Goyal, Ashima, 2011. "A general equilibrium open economy model for emerging markets: Monetary policy with a dualistic labor market," Economic Modelling, Elsevier, vol. 28(3), pages 1392-1404, May.
    7. Jody Overland & Christopher D. Carroll & David N. Weil, 2000. "Saving and Growth with Habit Formation," American Economic Review, American Economic Association, vol. 90(3), pages 341-355, June.
    8. Mark Gertler & Jordi Gali & Richard Clarida, 1999. "The Science of Monetary Policy: A New Keynesian Perspective," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1661-1707, December.
    9. Fuhrer, Jeffrey C., 2010. "Inflation Persistence," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 9, pages 423-486, Elsevier.
    10. Peter N. Ireland, 2004. "Technology Shocks in the New Keynesian Model," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 923-936, November.
    11. Shesadri Banerjee and Parantap Basu, 2015. "A Dynamic Stochastic General Equilibrium Model for India," Macroeconomics Working Papers 24975, East Asian Bureau of Economic Research.
    12. Goyal, Ashima & Pujari, Ayan Kumar, 2005. "Identifying long run supply curve of India," MPRA Paper 24021, University Library of Munich, Germany.
    13. Christina D. Romer & David H. Romer, 1989. "Does Monetary Policy Matter? A New Test in the Spirit of Friedman and Schwartz," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 121-184, National Bureau of Economic Research, Inc.
    14. Vetlov, Igor & Pisani, Massimiliano & Hlédik, Tibor & Jonsson, Magnus & Kucsera, Henrik, 2011. "Potential output in DSGE models," Working Paper Series 1351, European Central Bank.
    15. Goyal, Ashima & Arora, Sanchit, 2016. "Estimating the Indian natural interest rate: A semi-structural approach," Economic Modelling, Elsevier, vol. 58(C), pages 141-153.
    16. Peter N. Ireland, 2011. "A New Keynesian Perspective on the Great Recession," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 31-54, February.
    17. Rotemberg, Julio J, 1982. "Sticky Prices in the United States," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1187-1211, December.
    18. James Cloyne & Patrick Hürtgen, 2016. "The Macroeconomic Effects of Monetary Policy: A New Measure for the United Kingdom," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 75-102, October.
    19. Vasco Gabriel & Paul Levine & Joseph Pearlman & Bo Yang, 2010. "An Estimated DSGE Model of the Indian Economy," School of Economics Discussion Papers 1210, School of Economics, University of Surrey.
    20. Palma, Andreza Aparecida & Portugal, Marcelo Savino, 2014. "Preferences of the Central Bank of Brazil under the inflation targeting regime: Estimation using a DSGE model for a small open economy," Journal of Policy Modeling, Elsevier, vol. 36(5), pages 824-839.
    21. repec:hal:spmain:info:hdl:2441/8686 is not listed on IDEAS
    22. Chetan Ghate & Sargam Gupta & Debdulal Mallick, 2018. "Terms of Trade Shocks and Monetary Policy in India," Computational Economics, Springer;Society for Computational Economics, vol. 51(1), pages 75-121, January.
    23. Klein, Paul, 2000. "Using the generalized Schur form to solve a multivariate linear rational expectations model," Journal of Economic Dynamics and Control, Elsevier, vol. 24(10), pages 1405-1423, September.
    24. Castro, Marcos R. de & Gouvea, Solange N. & Minella, Andre & Santos, Rafael & Souza-Sobrinho, Nelson F., 2015. "SAMBA: Stochastic Analytical Model with a Bayesian Approach," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 35(2), March.
    25. Andreza Aparecida Palma & Marcelo Savino Portugal, 2014. "Preferences Of The Central Bank Of Brazil Under The Inflation Targeting Regime: Estimation Using A Dsge Model For A Small Open Economy," Anais do XLI Encontro Nacional de Economia [Proceedings of the 41st Brazilian Economics Meeting] 055, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    26. Frederic S. Mishkin, 2007. "Estimating potential output: a speech at the Conference on Price Measurement for Monetary Policy, Federal Reserve Bank of Dallas, Dallas, Texas, May 24, 2007," Speech 299, Board of Governors of the Federal Reserve System (U.S.).
    27. Goyal, Ashima & Tripathi, Shruti, 2015. "Separating shocks from cyclicality in Indian aggregate supply," Journal of Asian Economics, Elsevier, vol. 38(C), pages 93-103.
    28. Peter K. Clark, 1987. "The Cyclical Component of U. S. Economic Activity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 797-814.
    29. Goyal, Ashima & Kumar, Abhishek, 2018. "Active monetary policy and the slowdown: Evidence from DSGE based Indian aggregate demand and supply," The Journal of Economic Asymmetries, Elsevier, vol. 17(C), pages 21-40.
    30. Mr. Magnus Saxegaard & Rahul Anand & Mr. Shanaka J Peiris, 2010. "An Estimated Model with Macrofinancial Linkages for India," IMF Working Papers 2010/021, International Monetary Fund.
    31. Raghuram G. Rajan, 2016. "Policy and Evidence," Working Papers id:11161, eSocialSciences.
    32. Kapur, Muneesh & Behera, Harendra, 2012. "Monetary Transmission Mechanism in India: A Quarterly Model," MPRA Paper 70631, University Library of Munich, Germany.
    33. Ashima Goyal & Prashant Parab, 2019. "Modeling heterogeneity and rationality of inflation expectations across Indian households," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2019-02, Indira Gandhi Institute of Development Research, Mumbai, India.
    34. Shesadri Banerjee & Parantap Basu, 2015. "A Dynamic Stochastic General Equilibrium Model for India," NCAER Working Papers 109, National Council of Applied Economic Research.
    35. Julio J. Rotemberg, 1987. "The New Keynesian Microfoundations," NBER Chapters, in: NBER Macroeconomics Annual 1987, Volume 2, pages 69-116, National Bureau of Economic Research, Inc.
    36. Jeffrey C. Fuhrer, 2000. "Habit Formation in Consumption and Its Implications for Monetary-Policy Models," American Economic Review, American Economic Association, vol. 90(3), pages 367-390, June.
    37. Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
    38. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    39. Banerjee, Shesadri & Basu, Parantap, 2019. "Technology Shocks And Business Cycles In India," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 1721-1756, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kumar, Abhishek & Mallick, Sushanta & Sinha, Apra, 2021. "Policy errors and business cycle fluctuations: Evidence from an emerging economy," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 176-198.
    2. Ashima Goyal & Abhishek Kumar, 2020. "Indian growth is not overestimated: Mr. Subramanian you got it wrong," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 13(1), pages 29-52, January.
    3. Georgiadis, Georgios & Jančoková, Martina, 2020. "Financial globalisation, monetary policy spillovers and macro-modelling: Tales from 1001 shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 121(C).
    4. Barendra Kumar Bhoi & Abhishek Kumar & Prashant Mehul Parab, "undated". "Aggregate demand management, policy errors and optimal monetary policy in India," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2019-029, Indira Gandhi Institute of Development Research, Mumbai, India.
    5. repec:ind:igowpp:2018-005 is not listed on IDEAS
    6. Ashima Goyal & Abhishek Kumar, 2022. "News, noise, and Indian business cycle," Bulletin of Economic Research, Wiley Blackwell, vol. 74(2), pages 503-538, April.
    7. Goyal, Ashima & Kumar, Abhishek, 2021. "Asymmetry, terms of trade and the aggregate supply curve in an open economy model," The Journal of Economic Asymmetries, Elsevier, vol. 24(C).
    8. Goyal, Ashima & Kumar, Abhishek, 2018. "Active monetary policy and the slowdown: Evidence from DSGE based Indian aggregate demand and supply," The Journal of Economic Asymmetries, Elsevier, vol. 17(C), pages 21-40.
    9. Ashima Goyal & Abhishek Kumar, 2022. "What drives Indian inflation? Demand or supply," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2022-013, Indira Gandhi Institute of Development Research, Mumbai, India.
    10. Ashima Goyal, 2018. "The Indian fiscal-monetary framework: Dominance or coordination?," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2018-010, Indira Gandhi Institute of Development Research, Mumbai, India.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ashima Goyal & Abhishek Kumar, 2022. "News, noise, and Indian business cycle," Bulletin of Economic Research, Wiley Blackwell, vol. 74(2), pages 503-538, April.
    2. Goyal, Ashima & Kumar, Abhishek, 2018. "Money and business cycle: Evidence from India," The Journal of Economic Asymmetries, Elsevier, vol. 18(C), pages 1-1.
    3. Wieland, Volker & Cwik, Tobias & Müller, Gernot J. & Schmidt, Sebastian & Wolters, Maik, 2012. "A new comparative approach to macroeconomic modeling and policy analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 523-541.
    4. Shah, Sayar Ahmad & Garg, Bhavesh, 2023. "Testing policy effectiveness during COVID-19: An NK-DSGE analysis," Journal of Asian Economics, Elsevier, vol. 84(C).
    5. Peter N. Ireland, 2007. "Changes in the Federal Reserve's Inflation Target: Causes and Consequences," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1851-1882, December.
    6. Van Nguyen, Phuong, 2020. "The Vietnamese business cycle in an estimated small open economy New Keynesian DSGE model," Dynare Working Papers 56, CEPREMAP.
    7. Schmidt, Sebastian & Wieland, Volker, 2013. "The New Keynesian Approach to Dynamic General Equilibrium Modeling: Models, Methods and Macroeconomic Policy Evaluation," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1439-1512, Elsevier.
    8. Givens, Gregory E., 2011. "Unemployment insurance in a sticky-price model with worker moral hazard," Journal of Economic Dynamics and Control, Elsevier, vol. 35(8), pages 1192-1214, August.
    9. Zhu, Sheng & Kavanagh, Ella & O'Sullivan, Niall, 2021. "Uncovering the implicit short-term inflation target of the Bank of England," International Economics, Elsevier, vol. 167(C), pages 120-135.
    10. Peter N. Ireland, 2004. "Technology Shocks in the New Keynesian Model," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 923-936, November.
    11. Peter N. Ireland, 2011. "A New Keynesian Perspective on the Great Recession," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 31-54, February.
    12. Francesco Sergi, 2020. "The Standard Narrative about DSGE Models in Central Banks’ Technical Reports," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 27(2), pages 163-193, March.
    13. Adnan Haider Bukhari & Safdar Ullah Khan, 2008. "A Small Open Economy DSGE Model for Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 963-1008.
    14. Glenn D. Rudebusch, 2002. "Assessing Nominal Income Rules for Monetary Policy with Model and Data Uncertainty," Economic Journal, Royal Economic Society, vol. 112(479), pages 402-432, April.
    15. Andrei Polbin & Sergey Drobyshevsky, 2014. "Developing a Dynamic Stochastic Model of General Equilibrium for the Russian Economy," Research Paper Series, Gaidar Institute for Economic Policy, issue 166P, pages 156-156.
    16. Drissi, Ramzi & Ghassan, Hassan B., 2018. "Sticky Price versus Sticky Information Price: Empirical Evidence in the New Keynesian Setting," MPRA Paper 93075, University Library of Munich, Germany, revised Apr 2019.
    17. Adnan Haider & Musleh ud Din & Ejaz Ghani, 2012. "Monetary Policy, Informality and Business Cycle Fluctuations in a Developing Economy Vulnerable to External Shocks," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(4), pages 609-681.
    18. Castelnuovo, Efrem, 2008. "Regime shifts and the stability of backward-looking Phillips curves in open economies," Journal of International Money and Finance, Elsevier, vol. 27(1), pages 40-53, February.
    19. Shah, Sayar Ahmad & Garg, Bhavesh, 2023. "Identifying efficient policy mix under different targeting regimes: A tale of two crises," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 975-994.
    20. Tsuruga, Takayuki, 2007. "The hump-shaped behavior of inflation and a dynamic externality," European Economic Review, Elsevier, vol. 51(5), pages 1107-1125, July.

    More about this item

    Keywords

    DSGE; Indian slowdown; monetary policy; supply shock;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:jicepx:v:11:y:2020:i:01:n:s1793993320500040. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/jicep/jicep.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.