IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v94y2024ics1059056024004192.html
   My bibliography  Save this article

Does the U.S. export inflation? Evidence from the dynamic inflation spillover between the U.S. and EAGLEs

Author

Listed:
  • Nguyen, Thao Thac Thanh
  • Pham, Son Duy
  • Li, Xiao-Ming
  • Do, Hung Xuan

Abstract

Given the crucial role of inflation as a key economic barometer, our paper investigates the dynamic inflation spillover between the U.S. and the nine emerging and growth-leading economies (EAGLEs) between 1991M1 and 2020M2. Employing the recently developed time-varying parameter vector autoregressions (TVP-VAR)-based connectedness approach, we find evidence of a moderate inflation spillover across the sample countries at normal condition. We further point out that inflation spillover effects with the U.S. are more pronounced for the emerging markets with higher openness, the net oil-importing emerging markets, and the emerging markets following free-float exchange rate regimes. More importantly, the inflation spillover index among the system rises dramatically to over 70% under extremely inflationary conditions, implying that the transmission of spiral inflation is very high. Additionally, the time-varying analysis shows that the role of the U.S. in the inflation shock transmission with emerging countries varies between being a net inflation-exporter and inflation-importer over times. Finally, an investigation of the drivers of the inflation spillovers reveals that the U.S. dollar, emerging markets' economic policy uncertainty, and bilateral trade are key determinants of the inflation shock transmission among the system. Our findings justify central banks’ actions in decreasing U.S. dollar reserves to safeguard their domestic currencies.

Suggested Citation

  • Nguyen, Thao Thac Thanh & Pham, Son Duy & Li, Xiao-Ming & Do, Hung Xuan, 2024. "Does the U.S. export inflation? Evidence from the dynamic inflation spillover between the U.S. and EAGLEs," International Review of Economics & Finance, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:reveco:v:94:y:2024:i:c:s1059056024004192
    DOI: 10.1016/j.iref.2024.103427
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056024004192
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2024.103427?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. Bowman, David & Londono, Juan M. & Sapriza, Horacio, 2015. "U.S. unconventional monetary policy and transmission to emerging market economies," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 27-59.
    2. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    3. Bleaney Michael & Francisco Manuela, 2007. "Exchange Rate Regimes, Inflation and Growth in Developing Countries -- An Assessment," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-20, July.
    4. Mackowiak, Bartosz, 2007. "External shocks, U.S. monetary policy and macroeconomic fluctuations in emerging markets," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2512-2520, November.
    5. Aleksandra Hałka & Karol Szafranek, 2016. "Whose Inflation Is It Anyway? Inflation Spillovers Between the Euro Area and Small Open Economies," Eastern European Economics, Taylor & Francis Journals, vol. 54(2), pages 109-132, March.
    6. José Manuel Campa & Linda S. Goldberg, 2005. "Exchange Rate Pass-Through into Import Prices," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 679-690, November.
    7. Zhao, Lin & Zhang, Xun & Wang, Shouyang & Xu, Shanying, 2016. "The effects of oil price shocks on output and inflation in China," Energy Economics, Elsevier, vol. 53(C), pages 101-110.
    8. Robert B. Barsky & Lutz Kilian, 2004. "Oil and the Macroeconomy Since the 1970s," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 115-134, Fall.
    9. Husted, Lucas & Rogers, John & Sun, Bo, 2020. "Monetary policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 20-36.
    10. George Filis & Ioannis Chatziantoniou, 2014. "Financial and monetary policy responses to oil price shocks: evidence from oil-importing and oil-exporting countries," Review of Quantitative Finance and Accounting, Springer, vol. 42(4), pages 709-729, May.
    11. Mehmet Balcilar & Rangan Gupta & Charl Jooste, 2017. "Long memory, economic policy uncertainty and forecasting US inflation: a Bayesian VARFIMA approach," Applied Economics, Taylor & Francis Journals, vol. 49(11), pages 1047-1054, March.
    12. K. Istrefi & A. Piloiu, 2016. "Economic policy uncertainty and inflation expectations," Rue de la Banque, Banque de France, issue 33, november..
    13. Wen, Xiaoqian & Cheng, Hua, 2018. "Which is the safe haven for emerging stock markets, gold or the US dollar?," Emerging Markets Review, Elsevier, vol. 35(C), pages 69-90.
    14. Saeed, Tareq & Bouri, Elie & Alsulami, Hamed, 2021. "Extreme return connectedness and its determinants between clean/green and dirty energy investments," Energy Economics, Elsevier, vol. 96(C).
    15. Aviral Kumar Tiwari & Muhammad Shahbaz & Haslifah M. Hasim & Mohamed M. Elheddad, 2019. "Analysing the spillover of inflation in selected Euro-area countries," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 551-577, September.
    16. Arellano, Cristina & Heathcote, Jonathan, 2010. "Dollarization and financial integration," Journal of Economic Theory, Elsevier, vol. 145(3), pages 944-973, May.
    17. Ha, Jongrim & Kose, M. Ayhan & Ohnsorge, Franziska, 2023. "One-stop source: A global database of inflation," Journal of International Money and Finance, Elsevier, vol. 137(C).
    18. Sui, Meng & Rengifo, Erick W. & Court, Eduardo, 2021. "Gold, inflation and exchange rate in dollarized economies – A comparative study of Turkey, Peru and the United States," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 82-99.
    19. Aviral Kumar Tiwari & Niyati Bhanja & Arif Billah Dar, 2016. "Frequency based co-movement of inflation in selected euro area countries," OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2015(2), pages 1-13.
    20. Chadwick, Meltem Gulenay, 2019. "Dependence of the “Fragile Five” and “Troubled Ten” emerging market financial systems on US monetary policy and monetary policy uncertainty," Research in International Business and Finance, Elsevier, vol. 49(C), pages 251-268.
    21. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    22. Lewis, Jeffrey B. & Linzer, Drew A., 2005. "Estimating Regression Models in Which the Dependent Variable Is Based on Estimates," Political Analysis, Cambridge University Press, vol. 13(4), pages 345-364.
    23. Greenwood-Nimmo, Matthew & Nguyen, Viet Hoang & Rafferty, Barry, 2016. "Risk and return spillovers among the G10 currencies," Journal of Financial Markets, Elsevier, vol. 31(C), pages 43-62.
    24. Marco Del Negro & Christopher Otrok, 2008. "Dynamic factor models with time-varying parameters: measuring changes in international business cycles," Staff Reports 326, Federal Reserve Bank of New York.
    25. Lopez, Claude & Papell, David H., 2012. "Convergence of Euro area inflation rates," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1440-1458.
    26. Binh Thai Pham & Hector Sala, 2022. "Cross-country connectedness in inflation and unemployment: measurement and macroeconomic consequences," Empirical Economics, Springer, vol. 62(3), pages 1123-1146, March.
    27. Alogoskoufis, George S & Smith, Ron, 1991. "The Phillips Curve, the Persistence of Inflation, and the Lucas Critique: Evidence from Exchange-Rate Regimes," American Economic Review, American Economic Association, vol. 81(5), pages 1254-1275, December.
    28. Yousefi, Ayoub & Wirjanto, Tony S., 2003. "Exchange rate of the US dollar and the J curve: the case of oil exporting countries," Energy Economics, Elsevier, vol. 25(6), pages 741-765, November.
    29. Cunado, Juncal & Perez de Gracia, Fernando, 2003. "Do oil price shocks matter? Evidence for some European countries," Energy Economics, Elsevier, vol. 25(2), pages 137-154, March.
    30. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    31. Maurice Obstfeld & Kenneth Rogoff, 2001. "The Six Major Puzzles in International Macroeconomics: Is There a Common Cause?," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 339-412, National Bureau of Economic Research, Inc.
    32. Benjamin Hunt & Alessandro Rebucci, 2005. "The US Dollar and the Trade Deficit: What Accounts for the Late 1990s?," International Finance, Wiley Blackwell, vol. 8(3), pages 399-434, December.
    33. Koop, Gary & Korobilis, Dimitris, 2014. "A new index of financial conditions," European Economic Review, Elsevier, vol. 71(C), pages 101-116.
    34. Giannellis, Nikolaos & Koukouritakis, Minoas, 2013. "Exchange rate misalignment and inflation rate persistence: Evidence from Latin American countries," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 202-218.
    35. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    36. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    37. Pascal Jacquinot & Mika Kuismanen & Ricardo Mestre & Martin Spitzer, 2009. "An Assessment of the Inflationary Impact of Oil Shocks in the Euro Area," The Energy Journal, , vol. 30(1), pages 49-84, January.
    38. Mr. Jiaqian Chen & Mr. Tommaso Mancini-Griffoli & Ms. Ratna Sahay, 2014. "Spillovers from United States Monetary Policy on Emerging Markets: Different This Time?," IMF Working Papers 2014/240, International Monetary Fund.
    39. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    40. Farzanegan, Mohammad Reza & Markwardt, Gunther, 2009. "The effects of oil price shocks on the Iranian economy," Energy Economics, Elsevier, vol. 31(1), pages 134-151, January.
    41. Maurice Obstfeld & Kenneth Rogoff, 1995. "The Mirage of Fixed Exchange Rates," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 73-96, Fall.
    42. Bouri, Elie & Lucey, Brian & Saeed, Tareq & Vo, Xuan Vinh, 2021. "The realized volatility of commodity futures: Interconnectedness and determinants#," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 139-151.
    43. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    44. Elsayed, Ahmed H. & Hammoudeh, Shawkat & Sousa, Ricardo M., 2021. "Inflation synchronization among the G7and China: The important role of oil inflation," Energy Economics, Elsevier, vol. 100(C).
    45. Salah A. Nusair & Khalid M. Kisswani, 2015. "Asian Real Exchange Rates And Oil Prices: A Cointegration Analysis Under Structural Breaks," Bulletin of Economic Research, Wiley Blackwell, vol. 67(S1), pages 1-25, December.
    46. Kocenda, Evzen & Papell, David H, 1997. "Inflation Convergence within the European Union: A Panel Data Analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 2(3), pages 189-198, July.
    47. Raphael A Auer & Philip Sauré, 2013. "The globalisation of inflation: a view from the cross section," BIS Papers chapters, in: Bank for International Settlements (ed.), Globalisation and inflation dynamics in Asia and the Pacific, volume 70, pages 113-118, Bank for International Settlements.
    48. Khandokar Istiak & Aviral Kumar Tiwari & Humaira Husain & Kazi Sohag, 2021. "The Spillover of Inflation among the G7 Countries," JRFM, MDPI, vol. 14(8), pages 1-20, August.
    49. Gómez-Loscos, Ana & Montañés, Antonio & Gadea, M. Dolores, 2011. "The impact of oil shocks on the Spanish economy," Energy Economics, Elsevier, vol. 33(6), pages 1070-1081.
    50. Sebastian Edwards, 2007. "Capital Controls, Sudden Stops, and Current Account Reversals," NBER Chapters, in: Capital Controls and Capital Flows in Emerging Economies: Policies, Practices, and Consequences, pages 73-120, National Bureau of Economic Research, Inc.
    51. Koenker, Roger & Xiao, Zhijie, 2006. "Quantile Autoregression," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 980-990, September.
    52. Knut Are Aastveit & Hilde C. Bjørnland & Leif Anders Thorsrud, 2016. "The World Is Not Enough! Small Open Economies and Regional Dependence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 118(1), pages 168-195, January.
    53. Wen, Fenghua & Zhang, Keli & Gong, Xu, 2021. "The effects of oil price shocks on inflation in the G7 countries," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    54. Pascal Jacquinot & Mika Kuismanen & Ricardo Mestre & Martin Spitzer, 2009. "An Assessment of the Inflationary Impact of Oil Shocks in the Euro Area," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 49-84.
    55. Gita Gopinath, 2015. "The International Price System," NBER Working Papers 21646, National Bureau of Economic Research, Inc.
    56. Batten, Jonathan A. & Kinateder, Harald & Szilagyi, Peter G. & Wagner, Niklas F., 2019. "Time-varying energy and stock market integration in Asia," Energy Economics, Elsevier, vol. 80(C), pages 777-792.
    57. Tomohiro Ando & Matthew Greenwood-Nimmo & Yongcheol Shin, 2022. "Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks," Management Science, INFORMS, vol. 68(4), pages 2401-2431, April.
    58. Claudio E. V. Borio & Andrew Filardo, 2007. "Globalisation and inflation: New cross-country evidence on the global determinants of domestic inflation," BIS Working Papers 227, Bank for International Settlements.
    59. Jordan, Thomas J., 2016. "The impact of international spillovers on Swiss inflation and the exchange rate," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 262-265.
    60. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    61. Metin-Özcan, Kıvılcım & Us, Vuslat, 2007. "Dedollarization in Turkey after decades of dollarization: A myth or reality?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 385(1), pages 292-306.
    62. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    63. Cushman, David O., 1987. "U.S. bilateral trade balances and the dollar," Economics Letters, Elsevier, vol. 24(4), pages 363-367.
    64. repec:iae:iaewps:wp2016n4 is not listed on IDEAS
    65. Pham, Son Duy & Nguyen, Thao Thac Thanh & Do, Hung Xuan, 2022. "Dynamic volatility connectedness between thermal coal futures and major cryptocurrencies: Evidence from China," Energy Economics, Elsevier, vol. 112(C).
    66. Aviral Tiwari & Niyati Bhanja & Arif Dar & Olaolu Olayeni, 2015. "Analyzing Time–Frequency Based Co-movement in Inflation: Evidence from G-7 Countries," Computational Economics, Springer;Society for Computational Economics, vol. 45(1), pages 91-109, January.
    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. Elsayed, Ahmed H. & Hammoudeh, Shawkat & Sousa, Ricardo M., 2021. "Inflation synchronization among the G7and China: The important role of oil inflation," Energy Economics, Elsevier, vol. 100(C).
    2. Pham, Son Duy & Nguyen, Thao Thac Thanh & Do, Hung Xuan, 2023. "Natural gas and the utility sector nexus in the U.S.: Quantile connectedness and portfolio implications," Energy Economics, Elsevier, vol. 120(C).
    3. Jiang, Yanhui & Qu, Bo & Hong, Yun & Xiao, Xiyue, 2024. "Dynamic connectedness of inflation around the world: A time-varying approach from G7 and E7 countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 95(C), pages 111-125.
    4. Yushi Xu & Baifan Chen & Jionghao Huang & Qingsha Hu & Shuning Kong, 2024. "Time–frequency connectedness between heterogeneous oil price shocks and inflation: a comparative analysis of developed and emerging economies," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-42, December.
    5. Feng, Huiqun & Zhang, Jun & Guo, Na, 2023. "Time-varying linkages between energy and stock markets: Dynamic spillovers and driving factors," International Review of Financial Analysis, Elsevier, vol. 89(C).
    6. Gómez-Puig, Marta & Pieterse-Bloem, Mary & Sosvilla-Rivero, Simón, 2023. "Dynamic connectedness between credit and liquidity risks in euro area sovereign debt markets," Journal of Multinational Financial Management, Elsevier, vol. 68(C).
    7. Ren, Yi-Shuai & Klein, Tony & Jiang, Yong & Ma, Chao-Qun & Yang, Xiao-Guang, 2024. "Dynamic spillovers among global oil shocks, economic policy uncertainty, and inflation expectation uncertainty under extreme shocks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    8. Zhang, Hongwei & Jin, Chen & Bouri, Elie & Gao, Wang & Xu, Yahua, 2023. "Realized higher-order moments spillovers between commodity and stock markets: Evidence from China," Journal of Commodity Markets, Elsevier, vol. 30(C).
    9. Urom, Christian & Mzoughi, Hela & Ndubuisi, Gideon & Guesmi, Khaled, 2022. "Directional predictability and time-frequency spillovers among clean energy sectors and oil price uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 326-341.
    10. Dai, Zhifeng & Zhang, Xiaotong & Yin, Zhujia, 2023. "Extreme time-varying spillovers between high carbon emission stocks, green bond and crude oil: Evidence from a quantile-based analysis," Energy Economics, Elsevier, vol. 118(C).
    11. Elie Bouri & David Gabauer & Rangan Gupta & Harald Kinateder, 2023. "Geopolitical Risk and Inflation Spillovers across European and North American Economies," Working Papers 202304, University of Pretoria, Department of Economics.
    12. Shang, Jin & Hamori, Shigeyuki, 2024. "Quantile time-frequency connectedness analysis between crude oil, gold, financial markets, and macroeconomic indicators: Evidence from the US and EU," Energy Economics, Elsevier, vol. 132(C).
    13. Evrim Mandaci, Pınar & Azimli, Asil & Mandaci, Nazif, 2023. "The impact of geopolitical risks on connectedness among natural resource commodities: A quantile vector autoregressive approach," Resources Policy, Elsevier, vol. 85(PA).
    14. Asadi, Mehrad & Pham, Son D. & Nguyen, Thao T.T. & Do, Hung Xuan & Brooks, Robert, 2023. "The nexus between oil and airline stock returns: Does time frequency matter?," Energy Economics, Elsevier, vol. 117(C).
    15. Thobekile Qabhobho & Anokye M. Adam & Anthony Adu-Asare Idun & Emmanuel Asafo-Adjei & Ebenezer Boateng, 2023. "Exploring the Time-varying Connectedness and Contagion Effects among Exchange Rates of BRICS, Energy Commodities, and Volatilities," International Journal of Energy Economics and Policy, Econjournals, vol. 13(2), pages 272-283, March.
    16. Ozcan Ceylan, 2023. "Analysis of Dynamic Connectedness among Sovereign CDS Premia," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 9(1), pages 33-47, June.
    17. Gozgor, Giray & Khalfaoui, Rabeh & Yarovaya, Larisa, 2023. "Global supply chain pressure and commodity markets: Evidence from multiple wavelet and quantile connectedness analyses," Finance Research Letters, Elsevier, vol. 54(C).
    18. Szafranek, Karol & Rubaszek, Michał & Uddin, Gazi Salah, 2024. "The role of uncertainty and sentiment for intraday volatility connectedness between oil and financial markets," Energy Economics, Elsevier, vol. 137(C).
    19. Aharon, David Y. & Kizys, Renatas & Umar, Zaghum & Zaremba, Adam, 2023. "Did David win a battle or the war against Goliath? Dynamic return and volatility connectedness between the GameStop stock and the high short interest indices," Research in International Business and Finance, Elsevier, vol. 64(C).
    20. Al-Fayoumi, Nedal & Bouri, Elie & Abuzayed, Bana, 2023. "Decomposed oil price shocks and GCC stock market sector returns and volatility," Energy Economics, Elsevier, vol. 126(C).

    More about this item

    Keywords

    Inflation; Spillover; TVP-VAR; Monetary policy; Emerging markets; International trade;
    All these keywords.

    JEL classification:

    • B22 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Macroeconomics
    • B27 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - International Trade and Finance
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • P24 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - National Income, Product, and Expenditure; Money; Inflation
    • P44 - Political Economy and Comparative Economic Systems - - Other Economic Systems - - - National Income, Product, and Expenditure; Money; Inflation

    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:reveco:v:94:y:2024:i:c:s1059056024004192. 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/620165 .

    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.