IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v80y2023icp278-296.html
   My bibliography  Save this article

Asymmetries in multi-target monetary policy rule and the role of uncertainty: Evidence from China

Author

Listed:
  • Long, Shaobo
  • Zuo, Yulan
  • Tian, Hao

Abstract

Have monetary policies asymmetrically responded to targets besides output and inflation? Multiple targets have been found to exist for monetary authority, and uncertainty is having a growing impact on monetary policy in China. Using the nonlinear autoregressive distribution lag (NARDL) model and data from China from 2001Q1–2022Q3, we build a multi-target monetary policy rule with uncertainty and verify the monetary authority’s asymmetric reactions to the exchange rate, housing price, and uncertainty. Specifically, the Monetary authority of China responds more to a decline than increase in the output gap, and responds more to an increase than decrease in the inflation gap, exchange rate gap, housing price gap, and uncertainty. This practice supports the view of expanding the targets of the Taylor rule, while also providing innovative ideas for asymmetric monetary policy responses for countries with an economic structure or population density comparable to China.

Suggested Citation

  • Long, Shaobo & Zuo, Yulan & Tian, Hao, 2023. "Asymmetries in multi-target monetary policy rule and the role of uncertainty: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 278-296.
  • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:278-296
    DOI: 10.1016/j.eap.2023.08.013
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592623001984
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2023.08.013?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. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    2. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    3. Mohsen Bahmani-Oskooee & Alice Kones, 2014. "Economic Uncertainty, Monetary Uncertainty, and the Demand for Money in Africa," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 60(4), pages 293-313.
    4. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    5. Mohsen Bahmani-Oskooee & Dan Xi & Yongqing Wang, 2012. "Economic and Monetary Uncertainty and the Demand for Money in China," Chinese Economy, Taylor & Francis Journals, vol. 45(6), pages 26-37, November.
    6. Mohsen Bahmani-Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Canada: A Nonlinear Approach," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 64(4), pages 279-295.
    7. Alessandro Piergallini, 2019. "Nonlinear policy behavior, multiple equilibria and debt-deflation attractors," Journal of Evolutionary Economics, Springer, vol. 29(2), pages 563-580, April.
    8. Olivier Blanchard & Giovanni Dell’Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    9. Abhishek Kumar & Sushanta Mallick & Madhusudan Mohanty & Fabrizio Zampolli, 2023. "Market Volatility, Monetary Policy and the Term Premium," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(1), pages 208-237, February.
    10. Laurence M. Ball, 1999. "Policy Rules for Open Economies," NBER Chapters, in: Monetary Policy Rules, pages 127-156, National Bureau of Economic Research, Inc.
    11. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 147-180.
    12. Caggiano, Giovanni & Castelnuovo, Efrem & Nodari, Gabriela, 2018. "Risk management-driven policy rate gap," Economics Letters, Elsevier, vol. 171(C), pages 235-238.
    13. Pelin Öge Güney, 2018. "Asymmetries in monetary policy reaction function and the role of uncertainties: the case of Turkey," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 31(1), pages 1367-1381, January.
    14. Li, Bing & Liu, Qing, 2017. "On the choice of monetary policy rules for China: A Bayesian DSGE approach," China Economic Review, Elsevier, vol. 44(C), pages 166-185.
    15. Krolzig, Hans-Martin & Hendry, David F., 2001. "Computer automation of general-to-specific model selection procedures," Journal of Economic Dynamics and Control, Elsevier, vol. 25(6-7), pages 831-866, June.
    16. Wilde, Wolfram, 2012. "The influence of Taylor rule deviations on the real exchange rate," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 51-61.
    17. Cengiz Tunc & Ali Gunes, 2022. "Monetary policy and house prices in emerging markets," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 16(5), pages 873-891, June.
    18. Li, Xiao-Lin & Yan, Jing & Wei, Xiaohui, 2021. "Dynamic connectedness among monetary policy cycle, financial cycle and business cycle in China," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 640-652.
    19. Mohsen Bahmani-Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Canada: A Nonlinear Approach," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 64(4), pages 279-295.
    20. Jagjit S. Chadha & Lucio Sarno & Giorgio Valente, 2004. "Monetary Policy Rules, Asset Prices, and Exchange Rates," IMF Staff Papers, Palgrave Macmillan, vol. 51(3), pages 529-552, November.
    21. Fernald, John G. & Spiegel, Mark M. & Swanson, Eric T., 2014. "Monetary policy effectiveness in China: Evidence from a FAVAR model," Journal of International Money and Finance, Elsevier, vol. 49(PA), pages 83-103.
    22. Sun, Rongrong, 2015. "What measures Chinese monetary policy?," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 263-286.
    23. De Pooter, Michiel & Favara, Giovanni & Modugno, Michele & Wu, Jason, 2021. "Monetary policy uncertainty and monetary policy surprises," Journal of International Money and Finance, Elsevier, vol. 112(C).
    24. Bjørnland, Hilde C. & Jacobsen, Dag Henning, 2010. "The role of house prices in the monetary policy transmission mechanism in small open economies," Journal of Financial Stability, Elsevier, vol. 6(4), pages 218-229, December.
    25. Peter Tillmann, 2020. "Monetary Policy Uncertainty and the Response of the Yield Curve to Policy Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(4), pages 803-833, June.
    26. Christou Christina & Naraidoo Ruthira & Gupta Rangan, 2020. "Conventional and unconventional monetary policy reaction to uncertainty in advanced economies: evidence from quantile regressions," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 24(3), pages 1-17, June.
    27. Daria Finocchiaro & Virginia Queijo Von Heideken, 2013. "Do Central Banks React to House Prices?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(8), pages 1659-1683, December.
    28. Komlan, Fiodendji, 2013. "The asymmetric reaction of monetary policy to inflation and the output gap: Evidence from Canada," Economic Modelling, Elsevier, vol. 30(C), pages 911-923.
    29. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    30. Alexandros Kontonikas & Alberto Montagnoli, 2006. "Optimal Monetary Policy And Asset Price Misalignments," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(5), pages 636-654, November.
    31. Mohsen Bahmani‐Oskooee & Dan Xi, 2011. "Economic Uncertainty, Monetary Uncertainty And The Demand For Money In Australia," Australian Economic Papers, Wiley Blackwell, vol. 50(4), pages 115-128, December.
    32. Q. Farooq Akram & Gunnar Bärdsen & Øyvind Eitrheim, 2006. "Monetary policy and asset prices: to respond or not?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 11(3), pages 279-292.
    33. Fredj Jawadi & Sushanta Kumar Mallick & Ricardo Magalhães Sousa, 2014. "Nonlinear monetary policy reaction functions in large emerging economies: the case of Brazil and China," Applied Economics, Taylor & Francis Journals, vol. 46(9), pages 973-984, March.
    34. Bec Frédérique & Ben Salem Mélika & Collard Fabrice, 2002. "Asymmetries in Monetary Policy Reaction Function: Evidence for U.S. French and German Central Banks," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 6(2), pages 1-22, July.
    35. Alessandro Notarpietro & Stefano Siviero, 2015. "Optimal Monetary Policy Rules and House Prices: The Role of Financial Frictions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 383-410, March.
    36. Tillmann, Peter, 2011. "Parameter Uncertainty And Nonlinear Monetary Policy Rules," Macroeconomic Dynamics, Cambridge University Press, vol. 15(2), pages 184-200, April.
    37. Moura, Marcelo L. & de Carvalho, Alexandre, 2010. "What can Taylor rules say about monetary policy in Latin America?," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 392-404, March.
    38. Aastveit, Knut Are & Natvik, Gisle James & Sola, Sergio, 2017. "Economic uncertainty and the influence of monetary policy," Journal of International Money and Finance, Elsevier, vol. 76(C), pages 50-67.
    39. Balcilar, Mehmet & Demirer, Riza & Gupta, Rangan & van Eyden, Reneé, 2017. "The impact of US policy uncertainty on the monetary effectiveness in the Euro area," Journal of Policy Modeling, Elsevier, vol. 39(6), pages 1052-1064.
    40. Partha Ray & Jorge Somnath Chatterjee, 2001. "The role of asset prices in Indian inflation in recent years: some conjectures," BIS Papers chapters, in: Bank for International Settlements (ed.), Modelling aspects of the inflation process and the monetary transmission mechanism in emerging market countries, volume 8, pages 131-150, Bank for International Settlements.
    41. Yash P. Mehra, 1999. "A forward-looking monetary policy reaction function," Economic Quarterly, Federal Reserve Bank of Richmond, issue Spr, pages 33-54.
    42. Umit Bulut, 2019. "Does the Central Bank of the Republic of Turkey Respond Asymmetrically to Inflation and Output?," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(4), pages 381-400, November.
    43. Batini, Nicoletta & Harrison, Richard & Millard, Stephen P., 2003. "Monetary policy rules for an open economy," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11), pages 2059-2094.
    44. Carl E. Walsh, 2011. "The Future of Inflation Targeting," The Economic Record, The Economic Society of Australia, vol. 87(s1), pages 23-36, September.
    45. Yongzhong Wang, 2010. "Effectiveness of Capital Controls and Sterilizations in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(3), pages 106-124, May.
    46. Dong Lu & Tian Xia & Hang Zhou, 2022. "Foreign exchange intervention and monetary policy rules under a managed floating regime: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 54(28), pages 3226-3245, June.
    47. Nojković, Aleksandra & Petrović, Pavle, 2015. "Monetary policy rule in inflation targeting emerging European countries: A discrete choice approach," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 577-595.
    48. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    49. Cukierman Alex & Muscatelli Anton, 2008. "Nonlinear Taylor Rules and Asymmetric Preferences in Central Banking: Evidence from the United Kingdom and the United States," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-31, February.
    50. Deng, Qiu Shi & Alvarado, Rafael & Cheng, Fang Nan & Cuesta, Lizeth & Wang, Chun Bao & Pinzón, Stefania, 2023. "Long-run mechanism for house price regulation in China: Real estate tax, monetary policy or macro-prudential policy?," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 174-186.
    51. A. Robert Nobay & David A. Peel, 2003. "Optimal Discretionary Monetary Policy in a Model of Asymmetric Central Bank Preferences," Economic Journal, Royal Economic Society, vol. 113(489), pages 657-665, July.
    52. Olivier Blanchard & Giovanni Dell'Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    53. Soyoung Kim & Hongyi Chen, 2022. "From a Quantity to an Interest Rate‐Based Framework: Multiple Monetary Policy Instruments and Their Effects in China," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(7), pages 2103-2123, October.
    54. Dolado, Juan J. & Maria-Dolores, Ramon & Naveira, Manuel, 2005. "Are monetary-policy reaction functions asymmetric?: The role of nonlinearity in the Phillips curve," European Economic Review, Elsevier, vol. 49(2), pages 485-503, February.
    55. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    56. Heryán, Tomáš & Tzeremes, Panayiotis G., 2017. "The bank lending channel of monetary policy in EU countries during the global financial crisis," Economic Modelling, Elsevier, vol. 67(C), pages 10-22.
    57. Mohsen Bahmani‐Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Australia: an Asymmetry Analysis," Australian Economic Papers, Wiley Blackwell, vol. 57(4), pages 456-469, December.
    58. Ma Jun & Olson Eric & Wohar Mark E., 2018. "Nonlinear Taylor rules: evidence from a large dataset," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 22(1), pages 1-14, February.
    59. Kimura, Takeshi & Kurozumi, Takushi, 2007. "Optimal monetary policy in a micro-founded model with parameter uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 31(2), pages 399-431, February.
    60. Mohsen Bahmani-Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Korea: An Asymmetry Analysis," International Economic Journal, Taylor & Francis Journals, vol. 32(2), pages 219-234, April.
    61. Long, Shaobo & Zhang, Rui, 2022. "The asymmetric effects of international oil prices, oil price uncertainty and income on urban residents’ consumption in China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 789-805.
    62. Nusair, Salah A., 2016. "The effects of oil price shocks on the economies of the Gulf Co-operation Council countries: Nonlinear analysis," Energy Policy, Elsevier, vol. 91(C), pages 256-267.
    63. Lien, Donald & Sun, Yuchen & Zhang, Chengsi, 2021. "Uncertainty, confidence, and monetary policy in China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 1347-1358.
    64. George B. Tawadros, 2020. "Does the Reserve Bank of Australia follow a forward-looking nonlinear monetary policy rule?," Applied Economics, Taylor & Francis Journals, vol. 52(12), pages 1395-1408, March.
    65. Mehra, Yash P, 1997. "A Federal Funds Rate Equation," Economic Inquiry, Western Economic Association International, vol. 35(3), pages 621-630, July.
    66. Tro Kortian, 1995. "Modern Approaches to Asset Price Formation: A Survey of Recent Theoretical Literature," RBA Research Discussion Papers rdp9501, Reserve Bank of Australia.
    67. Choi, Woon Gyu & Oh, Seonghwan, 2003. "A Money Demand Function with Output Uncertainty, Monetary Uncertainty, and Financial Innovations," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 685-709, October.
    68. Mohsen Bahmani-Oskooee & Dan Xi, 2014. "Economic Uncertainty, Monetary Uncertainty, and the Demand for Money: Evidence From Asian Countries," Australian Economic Papers, Wiley Blackwell, vol. 53(1-2), pages 16-28, June.
    Full references (including those not matched with items on IDEAS)

    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. Edilean Kleber da Silva Bejarano Aragón, 2021. "Specification errors, nonlinearities, and structural breaks in the Central Bank of Brazil’s reaction function," Empirical Economics, Springer, vol. 60(3), pages 1221-1243, March.
    2. Akosah, Nana Kwame & Alagidede, Imhotep Paul & Schaling, Eric, 2020. "Testing for asymmetry in monetary policy rule for small-open developing economies: Multiscale Bayesian quantile evidence from Ghana," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    3. Shen, Chung-Hua & Lin, Kun-Li & Guo, Na, 2016. "Hawk or dove: Switching regression model for the monetary policy reaction function in China," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 94-111.
    4. Caporale, Guglielmo Maria & Helmi, Mohamad Husam & Çatık, Abdurrahman Nazif & Menla Ali, Faek & Akdeniz, Coşkun, 2018. "Monetary policy rules in emerging countries: Is there an augmented nonlinear taylor rule?," Economic Modelling, Elsevier, vol. 72(C), pages 306-319.
    5. Käfer Benjamin, 2014. "The Taylor Rule and Financial Stability – A Literature Review with Application for the Eurozone," Review of Economics, De Gruyter, vol. 65(2), pages 159-192, August.
    6. Gabriela Bezerra De Medeiros & Marcelo Savino Portugal & Edilean Kleber Da Silva Bejarano Aragon, 2016. "Endogeneity And Nonlinearities In Central Bank Of Brazil’S Reaction Functions: An Inverse Quantile Regression Approach," Anais do XLIII Encontro Nacional de Economia [Proceedings of the 43rd Brazilian Economics Meeting] 061, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    7. Gabriela Bezerra Medeiros & Marcelo Savino Portugal & Edilean Kleber da Silva Bejarano Aragón, 2017. "Endogeneity and nonlinearities in Central Bank of Brazil’s reaction functions: an inverse quantile regression approach," Empirical Economics, Springer, vol. 53(4), pages 1503-1527, December.
    8. Nidhal Mgadmi & Slim Chaouachi & Wajdi Moussa & Azza Bejaoui, 2021. "Does the Tunisian Central Bank follow an augmented nonlinear Taylor rule?," SN Business & Economics, Springer, vol. 1(1), pages 1-15, January.
    9. Mohsen Bahmani-Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Korea: An Asymmetry Analysis," International Economic Journal, Taylor & Francis Journals, vol. 32(2), pages 219-234, April.
    10. S. M. Woahid Murad & Ruhul Salim & Md. Golam Kibria, 2021. "Asymmetric Effects of Economic Policy Uncertainty on the Demand for Money in India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(3), pages 451-470, September.
    11. Caglayan, Mustafa & Jehan, Zainab & Mouratidis, Kostas, 2012. "Asymmetric monetary policy rules for open economies: Evidence from four countries," MPRA Paper 37401, University Library of Munich, Germany.
    12. Mustafa Caglayan & Zainab Jehan & Kostas Mouratidis, 2016. "Asymmetric Monetary Policy Rules for an Open Economy: Evidence from Canada and the Uk," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 279-293, July.
    13. repec:lan:wpaper:2364 is not listed on IDEAS
    14. Naraidoo, Ruthira & Paya, Ivan, 2012. "Forecasting monetary policy rules in South Africa," International Journal of Forecasting, Elsevier, vol. 28(2), pages 446-455.
    15. Klose, Jens, 2011. "Asymmetric Taylor reaction functions of the ECB: An approach depending on the state of the economy," The North American Journal of Economics and Finance, Elsevier, vol. 22(2), pages 149-163, August.
    16. repec:lan:wpaper:2587 is not listed on IDEAS
    17. Mohsen Bahmani‐Oskooee & Majid Maki Nayeri, 2018. "Policy Uncertainty and the Demand for Money in Australia: an Asymmetry Analysis," Australian Economic Papers, Wiley Blackwell, vol. 57(4), pages 456-469, December.
    18. repec:lan:wpaper:2444 is not listed on IDEAS
    19. Hossain, Akhand Akhtar & Arwatchanakarn, Popkarn, 2020. "The effect of economic uncertainty on narrow money demand and its stability in New Zealand: An empirical investigation," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 88-100.
    20. Esther Barros-Campello & Carlos Pateiro-Rodríguez & J. Venancio Salcines-Cristal & Carlos Pateiro-López, 2017. "El esquema de objetivos de inflación: Evidencia para América Latina (1999-2015)," Estudios de Economia, University of Chile, Department of Economics, vol. 44(2 Year 20), pages 223-250, December.
    21. de Mello Luiz & Moccero Diego & Mogliani Matteo, 2013. "Do Latin American Central Bankers Behave Non-Linearly? The Experiences of Brazil, Chile, Colombia and Mexico," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 17(2), pages 141-165, April.
    22. Vítor Castro, 2008. "Are Central Banks following a linear or nonlinear (augmented) Taylor rule?," NIPE Working Papers 19/2008, NIPE - Universidade do Minho.
    23. Lee, Dong Jin & Son, Jong Chil, 2013. "Nonlinearity and structural breaks in monetary policy rules with stock prices," Economic Modelling, Elsevier, vol. 31(C), pages 1-11.

    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:ecanpo:v:80:y:2023:i:c:p:278-296. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.