IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v99y2021ics0264999321000705.html
   My bibliography  Save this article

Frictions and empirical fit in a DSGE model for Indonesia

Author

Listed:
  • Zams, Bastian Muzbar

Abstract

I build a small-scale dynamic stochastic general equilibrium (DSGE) model for Indonesia and assess which structural features of the model are consistent with actual data. I show that the best-fitting model does not include habit formation or backward-looking price indexation, which are widely assumed features in standard DSGE models. Money-holding friction, however, is found to be an important feature. When these features are assumed to be present, I find that the degrees of habit formation and price indexation decline after full-fledged adoption of the inflation targeting framework in Indonesia. This implies that agents of the economy believe that Bank Indonesia’s monetary policy is credible in achieving its inflation target. When using a large-scale DSGE model for policy analysis, central banks must evaluate which frictions should be included.

Suggested Citation

  • Zams, Bastian Muzbar, 2021. "Frictions and empirical fit in a DSGE model for Indonesia," Economic Modelling, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:ecmode:v:99:y:2021:i:c:s0264999321000705
    DOI: 10.1016/j.econmod.2021.03.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999321000705
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2021.03.006?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Saroj Bhattarai & Jae Won Lee & Woong Yong Park, 2016. "Policy Regimes, Policy Shifts, and U.S. Business Cycles," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 968-983, December.
    2. Slobodyan, Sergey & Wouters, Raf, 2012. "Learning in an estimated medium-scale DSGE model," Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 26-46.
    3. Denny Lie, 2019. "Observed Inflation‐target Adjustments in an Estimated DSGE Model for Indonesia: Do They Matter for Aggregate Fluctuations?," Economic Papers, The Economic Society of Australia, vol. 38(4), pages 261-285, December.
    4. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    5. Schmitt-Grohe, Stephanie & Uribe, Martin, 2007. "Optimal simple and implementable monetary and fiscal rules," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1702-1725, September.
    6. Fajar Oktiyanto & Harmanta & Nur M. Adhi Purwanto & Aditya Rachmanto, 2014. "Monetary Macroprudential Policy Mix under Financial Frictions Mechanism with DSGE Model," EcoMod2014 6840, EcoMod.
    7. Erceg, Christopher J. & Levin, Andrew T., 2003. "Imperfect credibility and inflation persistence," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 915-944, May.
    8. Wieland, Volker & Wolters, Maik, 2013. "Forecasting and Policy Making," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 239-325, Elsevier.
    9. Ahmed, Shahzad & Pasha, Farooq, 2014. "The Role of Money in Explaining Business Cycles for a Developing Economy: The Case of Pakistan," MPRA Paper 55262, University Library of Munich, Germany, revised 11 Apr 2014.
    10. Matheson, Troy, 2010. "Assessing the fit of small open economy DSGEs," Journal of Macroeconomics, Elsevier, vol. 32(3), pages 906-920, September.
    11. Philip Liu, 2006. "A Small New Keynesian Model of the New Zealand economy," Reserve Bank of New Zealand Discussion Paper Series DP2006/03, Reserve Bank of New Zealand.
    12. Narayan, Paresh Kumar, 2007. "Is money targeting an option for Bank Indonesia?," Journal of Asian Economics, Elsevier, vol. 18(5), pages 726-738, October.
    13. Stephanie Schmitt-Grohé & Martín Uribe, 2006. "Optimal Simple and Implementable Monetary and Fiscal Rules: Expanded Version," NBER Working Papers 12402, National Bureau of Economic Research, Inc.
    14. Cooley, Thomas F & Hansen, Gary D, 1989. "The Inflation Tax in a Real Business Cycle Model," American Economic Review, American Economic Association, vol. 79(4), pages 733-748, September.
    15. Adolfson, Malin & Laseen, Stefan & Linde, Jesper & Villani, Mattias, 2007. "Bayesian estimation of an open economy DSGE model with incomplete pass-through," Journal of International Economics, Elsevier, vol. 72(2), pages 481-511, July.
    16. Bastian Muzbar Zams & Ratih Indrastuti & Akhmad Ginulur Pangersa & Nur Annisa Hasniawati & Fatimah Az Zahra & Indah Ayu Fauziah, 2020. "Designing Central Bank Digital Currency For Indonesia: The Delphi–Analytic Network Process," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 23(3), pages 411-438.
    17. Frank Schorfheide, 2000. "Loss function-based evaluation of DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 645-670.
    18. Sahminan & Ginanjar Utama & Robbi Nur Rakhman, 2017. "A Dynamic Stochastic General Equilibrium (DSGE) Model to Assess the Impact of Structural Reforms on the Indonesian Economy," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(2), pages 1-32, October.
    19. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Empirical Properties Of Closed- And Open-Economy Dsge Models Of The Euro Area," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S1), pages 2-19, April.
    20. Lucas, Robert Jr., 1982. "Interest rates and currency prices in a two-country world," Journal of Monetary Economics, Elsevier, vol. 10(3), pages 335-359.
    21. John Geweke, 1999. "Using simulation methods for bayesian econometric models: inference, development,and communication," Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 1-73.
    22. Efrem Castelnuovo, 2012. "Fitting U.S. Trend Inflation: A Rolling-Window Approach," Advances in Econometrics, in: DSGE Models in Macroeconomics: Estimation, Evaluation, and New Developments, pages 201-252, Emerald Group Publishing Limited.
    23. Akhis HUTABARAT, 2010. "Monetary Transmission of Elongated Shock to the Risk Premium," EcoMod2010 259600078, EcoMod.
    24. Justiniano, Alejandro & Preston, Bruce, 2010. "Can structural small open-economy models account for the influence of foreign disturbances?," Journal of International Economics, Elsevier, vol. 81(1), pages 61-74, May.
    25. Jordi Galí & Tommaso Monacelli, 2005. "Monetary Policy and Exchange Rate Volatility in a Small Open Economy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 707-734.
    26. Solikin M. Juhro & Bernard Njindan Iyke, 2019. "Monetary Policy And Financial Conditions In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 21(3), pages 1-20, January.
    27. Lie, Denny, 2021. "Implications of state-dependent pricing for DSGE model-based policy analysis in Indonesia," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 532-552.
    28. Seema Narayan & Sahminan, 2018. "Has Fintech Influenced Indonesia’S Exchange Rate And Inflation?," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 21(2), pages 1-14, October.
    29. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    30. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    31. Abdelkader Aguir, 2018. "Central Bank Credibility, Independence, and Monetary Policy," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 7(3), pages 91-110.
    32. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    33. Alice Albonico & Guido Ascari & Qazi Haque, 2020. "The (ir)relevance of rule-of-thumb consumers for US business cycle fluctuations," CAMA Working Papers 2020-102, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    34. Harmanta & M. Barik Bathaluddin & Jati Waluyo, 2011. "Inflation Targeting Under Imperfect Credibility Based On Arimbi (Aggregate Rational Inflation ? Targeting Model for Bank Indonesia); Lessons From Indonesian Experience," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 13(3), pages 1-38, January.
    35. Slanicay Martin & Vašíček Osvald, 2011. "Habit Formation, Price Indexation and Wage Indexation in the DSGE Model: Specification, Estimation and Model Fit," Review of Economic Perspectives, Sciendo, vol. 11(2), pages 71-91, January.
    36. Perry Warjiyo, 2016. "Central Bank Policy Mix: Key Concepts and Indonesia’s Experience," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 18(4), pages 1-30, April.
    37. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    38. David N. DeJong & Chetan Dave, 2011. "Structural Macroeconometrics Second Edition," Economics Books, Princeton University Press, edition 1, number 9622.
    39. Malin Adolfson & Stefan Laséen & Jesper Lindé & Mattias Villani, 2005. "The Role of Sticky Prices in an Open Economy DSGE Model: A Bayesian Investigation," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 444-457, 04/05.
    40. Dutu, Richard, 2016. "Why has economic growth slowed down in Indonesia? An investigation into the Indonesian business cycle using an estimated DSGE model," Journal of Asian Economics, Elsevier, vol. 45(C), pages 46-55.
    41. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    42. Halim Alamsyah, 2004. "Inflation Forecasting in Bank Indonesia," Occasional Papers, South East Asian Central Banks (SEACEN) Research and Training Centre, number occ40.
    43. Jean Boivin & Marc P. Giannoni, 2006. "Has Monetary Policy Become More Effective?," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 445-462, August.
    44. Julio J. Rotemberg & Michael Woodford, 1997. "An Optimization-Based Econometric Framework for the Evaluation of Monetary Policy," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 297-361, National Bureau of Economic Research, Inc.
    45. Ben S. Bernanke & Frederic S. Mishkin, 1997. "Inflation Targeting: A New Framework for Monetary Policy?," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 97-116, Spring.
    46. Rabanal, Pau & Rubio-Ramirez, Juan F., 2005. "Comparing New Keynesian models of the business cycle: A Bayesian approach," Journal of Monetary Economics, Elsevier, vol. 52(6), pages 1151-1166, September.
    47. K.P. Prabheesh & R. Eki Rahman, 2019. "Monetary Policy Transmission And Credit Cards: Evidence From Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(2), pages 1-26.
    48. John Geweke, 1999. "Using Simulation Methods for Bayesian Econometric Models," Computing in Economics and Finance 1999 832, Society for Computational Economics.
    49. Jordi Galí, 2015. "Monetary Policy, Inflation, and the Business Cycle: An Introduction to the New Keynesian Framework and Its Applications Second edition," Economics Books, Princeton University Press, edition 2, number 10495.
    50. Rini Rahmahdian & Perry Warjiyo, 2013. "Mengukur Time Inconsistency Kebijakan Moneter di Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 15(4), pages 1-32, April.
    51. Harmanta & M. Barik Bathaluddin & Jati Waluyo, 2011. "Inflation Targeting Under Imperfect Credibility Based On Arimbi (Aggregate Rational Inflation ? Targeting Model for Bank Indonesia); Lessons From Indonesian Experience," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 13(3), pages 1-38, January.
    52. 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.
    53. Sahminan & Ginanjar Utama & Robbi Nur Rakman & Idham, 2017. "A Dynamic Stochastic General Equilibrium (Dsge) Model To Assess The Impact Of Structural Reforms On The Indonesian Economy," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(2), pages 1-32, October.
    54. Yun, Tack, 1996. "Nominal price rigidity, money supply endogeneity, and business cycles," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 345-370, April.
    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. Zhian Zhiow Augustinne Wong & Ramez Abubakr Badeeb & Abey P. Philip, 2023. "Financial Inclusion, Poverty, and Income Inequality in ASEAN Countries: Does Financial Innovation Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 471-503, September.
    2. Lie, Denny, 2021. "Implications of state-dependent pricing for DSGE model-based policy analysis in Indonesia," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 532-552.
    3. Danny Hermawan Adiwibowo & Aryo Sasongko & Denny Lie, 2022. "Money Velocity, Digital Currency, And Inflation Dynamics," Working Papers WP/13/2022, Bank Indonesia.

    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. Lindé, Jesper & Smets, Frank & Wouters, Rafael, 2016. "Challenges for Central Banks´ Macro Models," Working Paper Series 323, Sveriges Riksbank (Central Bank of Sweden).
    2. 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.
    3. Kamber, Gunes & McDonald, Chris & Sander, Nick & Theodoridis, Konstantinos, 2016. "Modelling the business cycle of a small open economy: The Reserve Bank of New Zealand's DSGE model," Economic Modelling, Elsevier, vol. 59(C), pages 546-569.
    4. Lindé, J. & Smets, F. & Wouters, R., 2016. "Challenges for Central Banks’ Macro Models," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 2185-2262, Elsevier.
    5. Drago Bergholt, 2014. "Foreign shocks in an estimated multi-sector model," Working Papers No 4/2014, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    6. McKnight, Stephen & Mihailov, Alexander & Pompa Rangel, Antonio, 2020. "What do Latin American inflation targeters care about? A comparative Bayesian estimation of central bank preferences," Journal of Macroeconomics, Elsevier, vol. 63(C).
    7. Del Negro, Marco & Schorfheide, Frank, 2008. "Forming priors for DSGE models (and how it affects the assessment of nominal rigidities)," Journal of Monetary Economics, Elsevier, vol. 55(7), pages 1191-1208, October.
    8. Chen, Xiaoshan & Kirsanova, Tatiana & Leith, Campbell, 2017. "How optimal is US monetary policy?," Journal of Monetary Economics, Elsevier, vol. 92(C), pages 96-111.
    9. Giovanni Melina & Stefania Villa, 2018. "Leaning Against Windy Bank Lending," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 460-482, January.
    10. Kolasa, Marcin, 2009. "Structural heterogeneity or asymmetric shocks? Poland and the euro area through the lens of a two-country DSGE model," Economic Modelling, Elsevier, vol. 26(6), pages 1245-1269, November.
    11. Eijffinger, Sylvester C. W. & Grajales-Olarte, Anderson & Uras, Burak R., 2020. "Heterogeneity In Wage Setting Behavior In A New-Keynesian Model," Macroeconomic Dynamics, Cambridge University Press, vol. 24(6), pages 1512-1546, September.
    12. Mariusz Górajski & Zbigniew Kuchta, 2022. "Which hallmarks of optimal monetary policy rules matter in Poland? A stochastic dominance approach," Bank i Kredyt, Narodowy Bank Polski, vol. 53(2), pages 149-182.
    13. Van Nguyen, Phuong, 2020. "The Vietnamese business cycle in an estimated small open economy New Keynesian DSGE model," Dynare Working Papers 56, CEPREMAP.
    14. Drago Bergholt, 2015. "Foreign Shocks," Working Papers No 11/2015, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    15. Marc P. Giannoni & Jean Boivin, 2005. "DSGE Models in a Data-Rich Environment," Computing in Economics and Finance 2005 431, Society for Computational Economics.
    16. Robert Kollmann, 2013. "Global Banks, Financial Shocks, and International Business Cycles: Evidence from an Estimated Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 159-195, December.
    17. Jonathan Benchimol, 2015. "Money in the production function: A new Keynesian DSGE perspective," Southern Economic Journal, John Wiley & Sons, vol. 82(1), pages 152-184, July.
    18. Kilponen, Juha & Orjasniemi, Seppo & Ripatti, Antti & Verona, Fabio, 2016. "The Aino 2.0 model," Research Discussion Papers 16/2016, Bank of Finland.
    19. Ricardo Marto, 2014. "Assessing the Impacts of Non-Ricardian Households in an Estimated New Keynesian DSGE Model," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 150(IV), pages 353-398, December.
    20. Warne, Anders & Coenen, Günter & Christoffel, Kai, 2008. "The new area-wide model of the euro area: a micro-founded open-economy model for forecasting and policy analysis," Working Paper Series 944, European Central Bank.

    More about this item

    Keywords

    Small-scale DSGE models; Habit formation; Price indexation; Cash-in-advance; Indonesia;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination

    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:eee:ecmode:v:99:y:2021:i:c:s0264999321000705. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.