IDEAS home Printed from https://ideas.repec.org/a/eee/pubeco/v155y2017icp147-163.html
   My bibliography  Save this article

Tax competition among U.S. states: Racing to the bottom or riding on a seesaw?

Author

Listed:
  • Chirinko, Robert S.
  • Wilson, Daniel J.

Abstract

Dramatic declines in capital tax rates among U.S. states and European countries have been linked by many commentators to tax competition, an inevitable “race to the bottom,” and underprovision of local public goods. This paper analyzes the reaction of capital tax policy in a given U.S. state to changes in capital tax policy by other states. Our study is undertaken with a novel panel data set covering the 48 contiguous U.S. states for the period 1965 to 2006 and is guided by the theory of strategic tax competition. The latter suggests that capital tax policy is a function of “foreign” (out-of-state) tax policy, preferences for government services, and home state and foreign state economic and demographic conditions. The slope of the reaction function – the equilibrium response of home state to foreign state tax policy – is negative, contrary to casual evidence and many prior empirical studies of fiscal reaction functions. This result, which stands in contrast to most published findings, is due to two critical elements that allow for delayed responses to foreign tax changes and responses to aggregate shocks. Omitting either of these elements leads to a misspecified model and a positively sloped reaction function. Our results suggest that the secular decline in capital tax rates, at least among U.S. states, reflects synchronous responses among states to common shocks rather than competitive responses to foreign state tax policy. While striking given prior empirical findings, these results are fully consistent with the implications of the theoretical model developed in this paper and presented elsewhere in the literature. Rather than “racing to the bottom,” our findings suggest that states are “riding on a seesaw.” Consequently, tax competition may lead to an increase in the provision of local public goods, and policies aimed at restricting tax competition to stem the tide of declining capital taxation are likely to be ineffective.

Suggested Citation

  • Chirinko, Robert S. & Wilson, Daniel J., 2017. "Tax competition among U.S. states: Racing to the bottom or riding on a seesaw?," Journal of Public Economics, Elsevier, vol. 155(C), pages 147-163.
  • Handle: RePEc:eee:pubeco:v:155:y:2017:i:c:p:147-163
    DOI: 10.1016/j.jpubeco.2017.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0047272717301652
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jpubeco.2017.10.001?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. Masayoshi Hayashi & Robin Boadway, 2001. "An empirical analysis of intergovernmental tax interaction: the case of business income taxes in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 34(2), pages 481-503, May.
    2. Wildasin, David E., 2003. "Fiscal competition in space and time," Journal of Public Economics, Elsevier, vol. 87(11), pages 2571-2588, October.
    3. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168, Elsevier.
    4. Besley, Timothy & Case, Anne, 1995. "Incumbent Behavior: Vote-Seeking, Tax-Setting, and Yardstick Competition," American Economic Review, American Economic Association, vol. 85(1), pages 25-45, March.
    5. Devereux, Michael P. & Lockwood, Ben & Redoano, Michela, 2008. "Do countries compete over corporate tax rates?," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1210-1235, June.
    6. Charles E. McLure, Jr., 2008. "Harmonizing Corporate Income Taxes in the European Community: Rationale and Implications," NBER Chapters, in: Tax Policy and the Economy, Volume 22, pages 151-195, National Bureau of Economic Research, Inc.
    7. Ruud Mooij & Gaëtan Nicodème, 2008. "Corporate tax policy and incorporation in the EU," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(4), pages 478-498, August.
    8. Timothy Besley & Anne Case, 2003. "Political Institutions and Policy Choices: Evidence from the United States," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 7-73, March.
    9. Jan Jacobs & Jenny Ligthart & Hendrik Vrijburg, 2010. "Consumption tax competition among governments: Evidence from the United States," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 17(3), pages 271-294, June.
    10. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    11. Ram, Rati, 1987. "Wagner's Hypothesis in Time-Series and Cross-section Perspectives:," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 194-204, May.
    12. Brueckner, Jan K. & Saavedra, Luz A., 2001. "Do Local Governments Engage in Strategic Property-Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 203-230, June.
    13. David R. Agrawal, 2015. "The Tax Gradient: Spatial Aspects of Fiscal Competition," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 1-29, May.
    14. Haufler, Andreas & Wooton, Ian, 1999. "Country size and tax competition for foreign direct investment," Journal of Public Economics, Elsevier, vol. 71(1), pages 121-139, January.
    15. Chirinko, Robert S. & Wilson, Daniel J., 2008. "State investment tax incentives: A zero-sum game?," Journal of Public Economics, Elsevier, vol. 92(12), pages 2362-2384, December.
    16. Jack Mintz & Henry Tulkens, 2006. "Commodity Tax Competition Between Member States of a Federation: Equilibrium and Efficiency," Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 449-489, Springer.
    17. Hendrik Vrijburg & Ruud Mooij, 2016. "Tax rates as strategic substitutes," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 23(1), pages 2-24, February.
    18. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    19. Mendoza, Enrique G. & Tesar, Linda L., 2005. "Why hasn't tax competition triggered a race to the bottom? Some quantitative lessons from the EU," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 163-204, January.
    20. Heyndels, Bruno & Vuchelen, Jef, 1998. "Tax Mimicking Among Belgian Municipalities," National Tax Journal, National Tax Association, vol. 51(n. 1), pages 89-101, March.
    21. Reed, W. Robert, 2006. "Democrats, republicans, and taxes: Evidence that political parties matter," Journal of Public Economics, Elsevier, vol. 90(4-5), pages 725-750, May.
    22. Krister Andersson & Eva Eberhartinger & Lars Oxelheim (ed.), 2007. "National Tax Policy in Europe," Springer Books, Springer, number 978-3-540-70711-0, October.
    23. Donald, Stephen G & Newey, Whitney K, 2001. "Choosing the Number of Instruments," Econometrica, Econometric Society, vol. 69(5), pages 1161-1191, September.
    24. Franz Philipp Sutter, 2007. "The Influence of the European State Aid Rules on National Tax Policy," Springer Books, in: Krister Andersson & Eva Eberhartinger & Lars Oxelheim (ed.), National Tax Policy in Europe, chapter 0, pages 121-164, Springer.
    25. Keen, Michael & Konrad, Kai A., . "The theory of international tax competition and coordination," Chapters in Economics,, University of Munich, Department of Economics.
    26. Assaf Razin & Efraim Sadka, 2011. "Tax Competition and Migration: The Race-to-the-Bottom Hypothesis Revisited," NBER Working Papers 16670, National Bureau of Economic Research, Inc.
    27. Bucovetsky, S., 1991. "Asymmetric tax competition," Journal of Urban Economics, Elsevier, vol. 30(2), pages 167-181, September.
    28. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    29. Robert S. Chirinko & Daniel J. Wilson, 2006. "State investment tax incentives: what are the facts?," Working Paper Series 2006-49, Federal Reserve Bank of San Francisco.
    30. Federico Revelli, 2002. "Testing the taxmimicking versus expenditure spill-over hypotheses using English data," Applied Economics, Taylor & Francis Journals, vol. 34(14), pages 1723-1731.
    31. Wildasin, David E., 2011. "Fiscal competition for imperfectly-mobile labor and capital: A comparative dynamic analysis," Journal of Public Economics, Elsevier, vol. 95(11), pages 1312-1321.
    32. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    33. Devereux, M.P. & Lockwood, B. & Redoano, M., 2007. "Horizontal and vertical indirect tax competition: Theory and some evidence from the USA," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 451-479, April.
    34. Michael Overesch & Johannes Rincke, 2011. "What Drives Corporate Tax Rates Down? A Reassessment of Globalization, Tax Competition, and Dynamic Adjustment to Shocks," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(3), pages 579-602, September.
    35. Kanbur, Ravi & Keen, Michael, 1993. "Jeux Sans Frontieres: Tax Competition and Tax Coordination When Countries Differ in Size," American Economic Review, American Economic Association, vol. 83(4), pages 877-892, September.
    36. Wilson, John Douglas & Janeba, Eckhard, 2005. "Decentralization and international tax competition," Journal of Public Economics, Elsevier, vol. 89(7), pages 1211-1229, July.
    37. Plesko, George A., 2003. "An evaluation of alternative measures of corporate tax rates," Journal of Accounting and Economics, Elsevier, vol. 35(2), pages 201-226, June.
    38. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
    39. Lyytikäinen, Teemu, 2012. "Tax competition among local governments: Evidence from a property tax reform in Finland," Journal of Public Economics, Elsevier, vol. 96(7-8), pages 584-595.
    40. Raphaël Parchet, 2019. "Are Local Tax Rates Strategic Complements or Strategic Substitutes?," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 189-224, May.
    41. AndrewK. Rose & MarkM. Spiegel, 2007. "Offshore Financial Centres: Parasites or Symbionts?," Economic Journal, Royal Economic Society, vol. 117(523), pages 1310-1335, October.
    42. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, October.
    43. Mackie-Mason, Jeffrey K & Gordon, Roger H, 1997. "How Much Do Taxes Discourage Incorporation?," Journal of Finance, American Finance Association, vol. 52(2), pages 477-505, June.
    44. Egger, Peter & Pfaffermayr, Michael & Winner, Hannes, 2005. "Commodity taxation in a 'linear' world: a spatial panel data approach," Regional Science and Urban Economics, Elsevier, vol. 35(5), pages 527-541, September.
    45. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    46. Russell L. Hanson, 1993. "Bidding for Business: A Second War between the States?," Economic Development Quarterly, , vol. 7(2), pages 183-198, May.
    47. Stephen Morris & Stephen Coate, 1999. "Policy Persistence," American Economic Review, American Economic Association, vol. 89(5), pages 1327-1336, December.
    48. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    49. Wildasin, David E., 1988. "Nash equilibria in models of fiscal competition," Journal of Public Economics, Elsevier, vol. 35(2), pages 229-240, March.
    50. Donald W. K. Andrews, 1999. "Consistent Moment Selection Procedures for Generalized Method of Moments Estimation," Econometrica, Econometric Society, vol. 67(3), pages 543-564, May.
    51. Goolsbee, Austan, 2004. "The impact of the corporate income tax: evidence from state organizational form data," Journal of Public Economics, Elsevier, vol. 88(11), pages 2283-2299, September.
    52. Michael P. Devereux & Simon Loretz, 2013. "What Do We Know About Corporate Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 66(3), pages 745-774, September.
    53. A. Belloni & D. Chen & V. Chernozhukov & C. Hansen, 2012. "Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain," Econometrica, Econometric Society, vol. 80(6), pages 2369-2429, November.
    54. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    55. Konrad, Kai A. & Schjelderup, Guttorm, 1999. "Fortress Building in Global Tax Competition," Journal of Urban Economics, Elsevier, vol. 46(1), pages 156-167, July.
    56. Rosanne Altshuler & Timothy J. Goodspeed, 2015. "Follow the Leader? Evidence on European and US Tax Competition," Public Finance Review, , vol. 43(4), pages 485-504, July.
    57. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    58. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
    59. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    60. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    61. Michael Elsby & Bart Hobijn & Ayseful Sahin, 2013. "The Decline of the U.S. Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 1-63.
    62. George R. Zodrow, 2019. "Capital Mobility and Capital Tax Competition," World Scientific Book Chapters, in: George R Zodrow (ed.), TAXATION IN THEORY AND PRACTICE Selected Essays of George R. Zodrow, chapter 18, pages 543-570, World Scientific Publishing Co. Pte. Ltd..
    63. Theodore M. Crone, 2005. "An Alternative Definition of Economic Regions in the United States Based on Similarities in State Business Cycles," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 617-626, November.
    64. repec:hal:journl:peer-00796743 is not listed on IDEAS
    65. George R. Zodrow & Peter Mieszkowski, 2019. "Pigou, Tiebout, Property Taxation, and the Underprovision of Local Public Goods," World Scientific Book Chapters, in: George R Zodrow (ed.), TAXATION IN THEORY AND PRACTICE Selected Essays of George R. Zodrow, chapter 17, pages 525-542, World Scientific Publishing Co. Pte. Ltd..
    66. Hansen, Christian & Hausman, Jerry & Newey, Whitney, 2008. "Estimation With Many Instrumental Variables," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 398-422.
    67. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    68. Brueckner, Jan K., 2000. "A Tiebout/tax-competition model," Journal of Public Economics, Elsevier, vol. 77(2), pages 285-306, August.
    69. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    70. Egger, Peter & Pfaffermayr, Michael & Winner, Hannes, 2005. "An unbalanced spatial panel data approach to US state tax competition," Economics Letters, Elsevier, vol. 88(3), pages 329-335, September.
    71. Razin, Assaf & Sadka, Efraim & Suwankiri, Benjarong, 2011. "Migration and the Welfare State: Political-Economy Policy Formation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262016109, April.
    72. Federico Revelli, 2005. "On Spatial Public Finance Empirics," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(4), pages 475-492, August.
    73. Heyndels, Bruno & Vuchelen, Jef, 1998. "Tax Mimicking Among Belgian Municipalities," National Tax Journal, National Tax Association;National Tax Journal, vol. 51(1), pages 89-101, March.
    74. Wilson, John D., 1986. "A theory of interregional tax competition," Journal of Urban Economics, Elsevier, vol. 19(3), pages 296-315, May.
    75. Jan K. Brueckner, 2003. "Strategic Interaction Among Governments: An Overview of Empirical Studies," International Regional Science Review, , vol. 26(2), pages 175-188, April.
    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. Michael P. Devereux & Simon Loretz, 2013. "What Do We Know About Corporate Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 66(3), pages 745-774, September.
    2. Sandy Fréret & Denis Maguain, 2017. "The effects of agglomeration on tax competition: evidence from a two-regime spatial panel model on French data," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 24(6), pages 1100-1140, December.
    3. Agrawal, David R., 2016. "Local fiscal competition: An application to sales taxation with multiple federations," Journal of Urban Economics, Elsevier, vol. 91(C), pages 122-138.
    4. Baskaran, Thushyanthan & Lopes da Fonseca, Mariana, 2013. "The economics and empirics of tax competition: A survey," University of Göttingen Working Papers in Economics 163, University of Goettingen, Department of Economics.
    5. Miniaci Raffaele & Panteghini Paolo M. & Rivolta Giulia, 2022. "The estimation of reaction functions under tax competition," German Economic Review, De Gruyter, vol. 23(2), pages 301-339, May.
    6. Rosella Levaggi & Paolo M. Panteghini, 2021. "Public expenditure spillovers: an explanation for heterogeneous tax reaction functions," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(3), pages 497-514, June.
    7. Pantelis Kammas, 2011. "Strategic fiscal interaction among OECD countries," Public Choice, Springer, vol. 147(3), pages 459-480, June.
    8. Raffaella Santolini, 2008. "A spatial cross‐sectional analysis of political trends in Italian municipalities," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 431-451, August.
    9. Fredriksson, Per G. & List, John A. & Millimet, Daniel L., 2004. "Chasing the smokestack: strategic policymaking with multiple instruments," Regional Science and Urban Economics, Elsevier, vol. 34(4), pages 387-410, July.
    10. Buettner, Thiess & von Schwerin, Axel, 2016. "Yardstick competition and partial coordination: Exploring the empirical distribution of local business tax rates," Journal of Economic Behavior & Organization, Elsevier, vol. 124(C), pages 178-201.
    11. Matthieu Leprince & Sonia Paty & Emmanuelle Reulier, 2005. "Choix d'imposition et interactions spatiales entre collectivités locales. Un test sur les départements français," Recherches économiques de Louvain, De Boeck Université, vol. 71(1), pages 67-93.
    12. Raffaella SANTOLINI, 2007. "An Empitical Analysis of Political and Informative Trends on Municipalities of an Italian Region," Working Papers 294, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    13. Thierry Madiès & Sonia Paty & Yvon Rocaboy, 2005. "Externalités fiscales horizontales et verticales. Où en est la théorie du fédéralisme financier ?," Revue d'économie politique, Dalloz, vol. 115(1), pages 17-63.
    14. Aleksandra Riedl & Silvia Rocha-Akis, 2007. "Testing the tax competition theory: How elastic are national tax bases in western Europe?," Department of Economics Working Papers wuwp112, Vienna University of Economics and Business, Department of Economics.
    15. Ruiz, Fernando & Gerard, Marcel, 2008. "Is there evidence of strategic corporate tax interaction among EU countries?," MPRA Paper 10094, University Library of Munich, Germany.
    16. Baskaran, Thushyanthan, 2013. "Identifying local tax mimicking: Administrative borders and a policy reform," University of Göttingen Working Papers in Economics 157, University of Goettingen, Department of Economics.
    17. Federico Revelli, 2005. "On Spatial Public Finance Empirics," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(4), pages 475-492, August.
    18. Baskaran, Thushyanthan, 2014. "Identifying local tax mimicking with administrative borders and a policy reform," Journal of Public Economics, Elsevier, vol. 118(C), pages 41-51.
    19. Cassette, Aurélie & Paty, Sonia, 2008. "Tax competition among Eastern and Western European countries: With whom do countries compete?," Economic Systems, Elsevier, vol. 32(4), pages 307-325, December.
    20. Zodrow, George R, 2003. "Tax Competition and Tax Coordination in the European Union," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 10(6), pages 651-671, November.

    More about this item

    Keywords

    Tax competition; State taxation; Reaction functions; Capital taxation;
    All these keywords.

    JEL classification:

    • H71 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Taxation, Subsidies, and Revenue
    • H77 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Intergovernmental Relations; Federalism
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm

    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:pubeco:v:155:y:2017:i:c:p:147-163. 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/505578 .

    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.