[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/aea/aecrev/v106y2016i12p3898-3931.html
   My bibliography  Save this article

Income-Induced Expenditure Switching

Author

Listed:
  • Rudolfs Bems
  • Julian di Giovanni
Abstract
This paper shows that an income effect can drive expenditure switching between domestic and imported goods. We use a unique Latvian scanner-level dataset, covering the 2008-2009 crisis, to document several empirical findings. First, expenditure switching accounted for one-third of the fall in imports, and took place within narrowly defined product groups. Second, there was no corresponding within group change in relative prices. Third, consumers substituted from expensive imports to cheaper domestic alternatives. These findings motivate us to estimate a model of nonhomothetic consumer demand, which explains two-thirds of the observed expenditure switching. Estimated switching is driven by income, not changes in relative prices.

Suggested Citation

  • Rudolfs Bems & Julian di Giovanni, 2016. "Income-Induced Expenditure Switching," American Economic Review, American Economic Association, vol. 106(12), pages 3898-3931, December.
    • Handle: RePEc:aea:aecrev:v:106:y:2016:i:12:p:3898-3931
    Note: DOI: 10.1257/aer.20160251
    as

    Download full text from publisher

    File URL: https://www.aeaweb.org/articles?id=10.1257/aer.20160251
    Download Restriction: no
    File URL: https://www.aeaweb.org/articles/attachments?retrieve=omn5BNikgT-5AHMAP3QxBJJoFgygQUaZ
    Download Restriction: no
    File URL: https://www.aeaweb.org/articles/attachments?retrieve=tAHqLAvpHxe0iBr-zHpI8N9wUQtsESlG
    Download Restriction: no
    File URL: https://www.aeaweb.org/articles/attachments?retrieve=QfMiOx2BXUL7JTQZCvqmOA9kfdffNNwd
    Download Restriction: Access to full text is restricted to AEA members and institutional subscribers.
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. George Alessandria & Joseph P. Kaboski & Virgiliu Midrigan, 2010. "Inventories, Lumpy Trade, and Large Devaluations," American Economic Review, American Economic Association, vol. 100(5), pages 2304-2339, December.
    2. Ravn, Morten O. & Schmitt-Grohé, Stephanie & Uribe, Martín, 2008. "Macroeconomics Of Subsistence Points," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S1), pages 136-147, April.
    3. Kehoe, Timothy J. & Ruhl, Kim J., 2009. "Sudden stops, sectoral reallocations, and the real exchange rate," Journal of Development Economics, Elsevier, vol. 89(2), pages 235-249, July.
    4. Ivancic, Lorraine & Erwin Diewert, W. & Fox, Kevin J., 2011. "Scanner data, time aggregation and the construction of price indexes," Journal of Econometrics, Elsevier, vol. 161(1), pages 24-35, March.
    5. Maurice Obstfeld & Kenneth Rogoff, 2007. "The Unsustainable US Current Account Position Revisited," NBER Chapters, in: G7 Current Account Imbalances: Sustainability and Adjustment, pages 339-376, National Bureau of Economic Research, Inc.
    6. Krugman, Paul, 1989. "Differences in income elasticities and trends in real exchange rates," European Economic Review, Elsevier, vol. 33(5), pages 1031-1046, May.
    7. Alberto Cavallo & Brent Neiman & Roberto Rigobon, 2014. "Currency Unions, Product Introductions, and the Real Exchange Rate," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 529-595.
    8. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2014. "Firms, Destinations, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 82(4), pages 1303-1340, July.
    9. Emi Nakamura & Dawit Zerom, 2010. "Accounting for Incomplete Pass-Through," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(3), pages 1192-1230.
    10. Ariel Burstein & Martin Eichenbaum & Sergio Rebelo, 2005. "Large Devaluations and the Real Exchange Rate," Journal of Political Economy, University of Chicago Press, vol. 113(4), pages 742-784, August.
    11. Chen, Natalie & Juvenal, Luciana, 2018. "Quality and the Great Trade Collapse," Journal of Development Economics, Elsevier, vol. 135(C), pages 59-76.
    12. JaeBin Ahn & Mary Amiti & David E. Weinstein, 2011. "Trade Finance and the Great Trade Collapse," American Economic Review, American Economic Association, vol. 101(3), pages 298-302, May.
    13. Rudolfs Bems & Julian di Giovanni, 2016. "Income-Induced Expenditure Switching," American Economic Review, American Economic Association, vol. 106(12), pages 3898-3931, December.
    14. Pablo Fajgelbaum & Gene M. Grossman & Elhanan Helpman, 2011. "Income Distribution, Product Quality, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 721-765.
    15. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    16. David Hummels & Alexandre Skiba, 2004. "Shipping the Good Apples Out? An Empirical Confirmation of the Alchian-Allen Conjecture," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1384-1402, December.
    17. Richard H. Clarida, 2007. "G7 Current Account Imbalances: Sustainability and Adjustment," NBER Books, National Bureau of Economic Research, Inc, number clar06-2.
    18. Enrique G. Mendoza, 2005. "Real Exchange Rate Volatility and the Price of Nontradable Goods in Economies Prone to Sudden Stops," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2005), pages 103-148, August.
    19. Pablo D. Fajgelbaum & Amit K. Khandelwal, 2016. "Measuring the Unequal Gains from Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1113-1180.
    20. Corsetti, Giancarlo & Martin, Philippe & Pesenti, Paolo, 2013. "Varieties and the transfer problem," Journal of International Economics, Elsevier, vol. 89(1), pages 1-12.
    21. Martin Berka & Michael B. Devereux, 2010. "What determines European real exchange rates?," Globalization Institute Working Papers 46, Federal Reserve Bank of Dallas.
    22. Burstein, Ariel & Gopinath, Gita, 2014. "International Prices and Exchange Rates," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 391-451, Elsevier.
    23. Burstein, Ariel & Eichenbaum, Martin & Rebelo, Sergio, 2007. "Modeling exchange rate passthrough after large devaluations," Journal of Monetary Economics, Elsevier, vol. 54(2), pages 346-368, March.
    24. Mark Gertler & Kenneth S. Rogoff (ed.), 2003. "NBER Macroeconomics Annual 2002," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262571730, April.
    25. Olivier Blanchard & Mark Griffiths & Bertrand Gruss, 2013. "Boom, Bust, Recovery Forensics of the Latvia Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 325-388.
    26. Feenstra, Robert C, 1994. "New Product Varieties and the Measurement of International Prices," American Economic Review, American Economic Association, vol. 84(1), pages 157-177, March.
    27. Piero Esposito & Claudio Vicarelli, 2011. "Explaining the Performance of Italian Exports during the Crisis: (Medium) Quality Matters," Working Papers LuissLab 11954, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    28. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    29. Jerry A. Hausman, 1996. "Valuation of New Goods under Perfect and Imperfect Competition," NBER Chapters, in: The Economics of New Goods, pages 207-248, National Bureau of Economic Research, Inc.
    30. Christian Broda & David E. Weinstein, 2010. "Product Creation and Destruction: Evidence and Price Implications," American Economic Review, American Economic Association, vol. 100(3), pages 691-723, June.
    31. Olivier Coibion & Yuriy Gorodnichenko & Gee Hee Hong, 2015. "The Cyclicality of Sales, Regular and Effective Prices: Business Cycle and Policy Implications," American Economic Review, American Economic Association, vol. 105(3), pages 993-1029, March.
    32. Parsley, David C. & Popper, Helen A., 2006. "Exchange rate pegs and foreign exchange exposure in East and South East Asia," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 992-1009, October.
    33. Pablo D. Fajgelbaum, 2011. "Income Distribution, Product Quality and International Trade," 2011 Meeting Papers 415, Society for Economic Dynamics.
    34. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    35. Goldberg, Linda S. & Campa, Jose M., 2006. "Distribution margins, imported inputs, and the insensitivity of the CPI to exchange rates," IESE Research Papers D/625, IESE Business School.
    36. Rudolfs Bems & Robert C. Johnson & Kei-Mu Yi, 2013. "The Great Trade Collapse," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 375-400, May.
    37. David Hummels & Peter J. Klenow, 2005. "The Variety and Quality of a Nation's Exports," American Economic Review, American Economic Association, vol. 95(3), pages 704-723, June.
    38. Timothy F. Bresnahan & Robert J. Gordon, 1996. "The Economics of New Goods," NBER Books, National Bureau of Economic Research, Inc, number bres96-1.
    39. Peter K. Schott, 2004. "Across-Product Versus Within-Product Specialization in International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 647-678.
    40. Berthold Herrendorf & Richard Rogerson & ?kos Valentinyi, 2013. "Two Perspectives on Preferences and Structural Transformation," American Economic Review, American Economic Association, vol. 103(7), pages 2752-2789, December.
    41. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    42. Engel, Charles & Wang, Jian, 2011. "International trade in durable goods: Understanding volatility, cyclicality, and elasticities," Journal of International Economics, Elsevier, vol. 83(1), pages 37-52, January.
    43. Charles Engel, 2003. "Expenditure Switching and Exchange-Rate Policy," NBER Chapters, in: NBER Macroeconomics Annual 2002, Volume 17, pages 231-300, National Bureau of Economic Research, Inc.
    44. Pinelopi Koujianou Goldberg & Rebecca Hellerstein, 2008. "A Structural Approach to Explaining Incomplete Exchange-Rate Pass-Through and Pricing-to-Market," American Economic Review, American Economic Association, vol. 98(2), pages 423-429, May.
    45. Mr. Joong S Kang & Mr. Jay C Shambaugh, 2013. "The Evolution of Current Account Deficits in the Euro Area Periphery and the Baltics: Many Paths to the Same Endpoint," IMF Working Papers 2013/169, International Monetary Fund.
    46. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    47. Antoine Berthou & Charlotte Emlinger, 2010. "Crises and the Collapse of World Trade: the Shift to Lower Quality," Working Papers 2010-07, CEPII research center.
    48. Blackorby, Charles & Boyce, Richard & Russell, R Robert, 1978. "Estimation of Demand Systems Generated by the Gorman Polar Form: A Generalization of the S-Branch Utility Tree," Econometrica, Econometric Society, vol. 46(2), pages 345-363, March.
    49. Olivier Blanchard & Mark Griffiths & Bertrand Gruss, 2013. "Boom, Bust, Recovery: Forensics of the Latvia Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 325-388.
    50. Martin Berka & Michael B. Devereux, 2010. "What determines European real exchange rates?," Globalization Institute Working Papers 46, Federal Reserve Bank of Dallas.
    51. Enrique G. Mendoza, 2005. "Real Exchange Rate Volatility and the Price of Nontradables in Sudden-Stop-Prone Economies," NBER Working Papers 11691, National Bureau of Economic Research, Inc.
    52. Stephen P. Magee, 1973. "Currency Contracts, Pass-Through, and Devaluation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(1), pages 303-325.
    53. Andrei A. Levchenko & Logan T. Lewis & Linda L. Tesar, 2011. "The "Collapse in Quality" Hypothesis," American Economic Review, American Economic Association, vol. 101(3), pages 293-297, May.
    54. Choi, Yo Chul & Hummels, David & Xiang, Chong, 2009. "Explaining import quality: The role of the income distribution," Journal of International Economics, Elsevier, vol. 78(2), pages 293-303, July.
    55. Mr. Joong S Kang & Mr. Jay C Shambaugh, 2014. "Progress Towards External Adjustment in the Euro Area Periphery and the Baltics," IMF Working Papers 2014/131, International Monetary Fund.
    56. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
    57. Jessie Handbury, 2019. "Are Poor Cities Cheap for Everyone? Non-Homotheticity and the Cost of Living Across U.S. Cities," NBER Working Papers 26574, National Bureau of Economic Research, Inc.
    58. Martin Berka & Michael B. Devereux & Charles Engel, 2012. "Real Exchange Rate Adjustment in and out of the Eurozone," American Economic Review, American Economic Association, vol. 102(3), pages 179-185, May.
    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. Chen, Natalie & Juvenal, Luciana, 2018. "Quality and the Great Trade Collapse," Journal of Development Economics, Elsevier, vol. 135(C), pages 59-76.
    2. Ginters Bušs & Patrick Grüning, 2023. "Fiscal DSGE model for Latvia," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 23(1), pages 2173915-217.
    3. Colicev, Anatoli & Hoste, Joris & Konings, Jozef, 2022. "The Impact of a Large Depreciation on the Cost of Living of Rich and Poor Consumers," CEPR Discussion Papers 16869, C.E.P.R. Discussion Papers.
    4. Auer, Raphael A. & Sauré, Philip, 2017. "Dynamic entry in vertically differentiated markets," Journal of Economic Theory, Elsevier, vol. 167(C), pages 177-205.
    5. Raphael Auer & Ariel Burstein & Sarah Lein & Jonathan Vogel, 2024. "Unequal Expenditure Switching: Evidence from Switzerland," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2572-2603.
    6. Javier Cravino & Andrei A. Levchenko, 2017. "The Distributional Consequences of Large Devaluations," American Economic Review, American Economic Association, vol. 107(11), pages 3477-3509, November.
    7. Rodnyansky, Alexander & Van der Ghote, Alejandro & Wales, Daniel, 2022. "Product quality, measured inflation and monetary policy," Working Paper Series 2680, European Central Bank.
    8. Gyöngyösi, Győző & Rariga, Judit & Verner, Emil, 2021. "The anatomy of consumption in a household foreign currency debt crisis," SAFE Working Paper Series 332, Leibniz Institute for Financial Research SAFE.
    9. Rodnyansky, Alexander & Goetz, Daniel, 2020. "Exchange Rate Shocks and Quality Adjustments," CEPR Discussion Papers 15248, C.E.P.R. Discussion Papers.
    10. Colin Hottman & Surabhi Ghai, 2019. "Exchange Rates, Product Variety, and Substitution in U.S. Scanner Data," 2019 Meeting Papers 1059, Society for Economic Dynamics.
    11. Goetz, D. & Rodnyansky, A., 2019. "Exchange Rate Shocks and Quality Adjustments," Cambridge Working Papers in Economics 1915, Faculty of Economics, University of Cambridge.
    12. Suah, Jing Lian, 2020. "Veiled Expectations: The Heterogeneous Impact of Exchange Rate Shocks at the Sectoral-Level," MPRA Paper 109086, University Library of Munich, Germany.
    13. A. M. M. Shahiduzzaman Quoreshi & Trudy-Ann Stone, 2019. "Do Global Value Chains Make Firms More Vulnerable to Trade Shocks?—Evidence from Manufacturing Firms in Sweden," JRFM, MDPI, vol. 12(3), pages 1-16, September.
    14. Makram El‐Shagi & William C. Sawyer & Kiril Tochkov, 2022. "The income elasticity of import demand: A meta‐survey," Pacific Economic Review, Wiley Blackwell, vol. 27(1), pages 18-41, February.
    15. Rudolfs Bems & Julian di Giovanni, 2016. "Income-Induced Expenditure Switching," American Economic Review, American Economic Association, vol. 106(12), pages 3898-3931, December.
    16. Harms, Philipp & Beck, Günter & Hussain, Muzammil & Ruszel, Mark, 2023. "Retail prices during the 2014-2015 US dollar rally: a microscopic perspective using scanner data," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277626, Verein für Socialpolitik / German Economic Association.
    17. David, Joel M. & Schmid, Lukas & Zeke, David, 2022. "Risk-adjusted capital allocation and misallocation," Journal of Financial Economics, Elsevier, vol. 145(3), pages 684-705.
    18. Konstantins Benkovskis, 2015. "Misallocation of Resources in Latvia: Did Anything Change During the Crisis?," Working Papers 2015/05, Latvijas Banka.
    19. Alessandro Turrini & Stefan Zeugner, 2016. "Baltics’ External Balance: Still a Constraint?," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 16(04), pages 19-30, January.

    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. Chen, Natalie & Juvenal, Luciana, 2018. "Quality and the Great Trade Collapse," Journal of Development Economics, Elsevier, vol. 135(C), pages 59-76.
    2. Chen, Natalie & Juvenal, Luciana, 2016. "Quality, trade, and exchange rate pass-through," Journal of International Economics, Elsevier, vol. 100(C), pages 61-80.
    3. A. Auer, Raphael & Chaney, Thomas & Sauré, Philip, 2018. "Quality pricing-to-market," Journal of International Economics, Elsevier, vol. 110(C), pages 87-102.
    4. Colicev, Anatoli & Hoste, Joris & Konings, Jozef, 2022. "The Impact of a Large Depreciation on the Cost of Living of Rich and Poor Consumers," CEPR Discussion Papers 16869, C.E.P.R. Discussion Papers.
    5. Dorothee Hillrichs & Gonzague Vannoorenberghe, 2021. "Recovering Within-Country Inequality From Trade Data," LIDAM Discussion Papers IRES 2021014, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    6. Timothy J. Kehoe & Kim J. Ruhl & Joseph B. Steinberg, 2018. "Global Imbalances and Structural Change in the United States," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 761-796.
    7. Chen, Natalie & Juvenal, Luciana, 2022. "Markups, quality, and trade costs," Journal of International Economics, Elsevier, vol. 137(C).
    8. Amit Khandelwal, 2010. "The Long and Short (of) Quality Ladders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1450-1476.
    9. Goetz, D. & Rodnyansky, A., 2019. "Exchange Rate Shocks and Quality Adjustments," Cambridge Working Papers in Economics 1915, Faculty of Economics, University of Cambridge.
    10. Crinò, Rosario & Ogliari, Laura, 2017. "Financial imperfections, product quality, and international trade," Journal of International Economics, Elsevier, vol. 104(C), pages 63-84.
    11. Jonathan Eaton & Ana Cecília Fieler, 2019. "The Margins of Trade," NBER Working Papers 26124, National Bureau of Economic Research, Inc.
    12. Dorothee Hillrichs, 2023. "The global geography of income and export patterns," LIDAM Discussion Papers IRES 2023001, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    13. Lugovskyy, Volodymyr & Skiba, Alexandre, 2016. "Positive and negative effects of distance on export prices," Journal of Economic Behavior & Organization, Elsevier, vol. 127(C), pages 155-181.
    14. Vincenzo Merella & Josef Tauser, 2022. "Import Quality in Former Centrally Planned EU Countries," Carlo Alberto Notebooks 684 JEL Classification: F, Collegio Carlo Alberto.
    15. Colantone, Italo & Crinò, Rosario, 2014. "New imported inputs, new domestic products," Journal of International Economics, Elsevier, vol. 92(1), pages 147-165.
    16. Adina Ardelean & Volodymyr Lugovskyy, 2015. "Technology, Trade, and Quality Slopes," CAEPR Working Papers 2015-004, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    17. Julien MARTIN & Florian MAYNERIS, 2013. "High-End Variety Exporters Defying Distance: Micro Facts and Macroeconomic Implications," LIDAM Discussion Papers IRES 2013027, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    18. Ourens, Guzmán, 2017. "Uneven growth in the extensive margin: explaining the lag of agricultural economies," CEPREMAP Working Papers (Docweb) 1704, CEPREMAP.
    19. Eddy Bekkers & Joseph Francois & Miriam Manchin, 2016. "Trade costs, quality and the skill premium," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1153-1178, August.
    20. repec:wsr:ecbook:2015:i:vi-004 is not listed on IDEAS
    21. Jonathan I. Dingel, 2017. "The Determinants of Quality Specialization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1551-1582.

    More about this item

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

    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:aea:aecrev:v:106:y:2016:i:12:p:3898-3931. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.html .

    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.