IDEAS home Printed from https://ideas.repec.org/a/eee/dyncon/v34y2010i8p1509-1527.html
   My bibliography  Save this article

Labor-market volatility in the search-and-matching model: The role of investment-specific technology shocks

Author

Listed:
  • Faccini, Renato
  • Ortigueira, Salvador

Abstract

Shocks to investment-specific technology have been identified as a main source of U.S. aggregate output volatility. In this paper, we present a model with frictions in the labor market and explore the contribution of these shocks to the volatility of labor market variables, namely, unemployment, vacancies, tightness and the job-finding rate. Thus, our paper contributes to a recent body of literature assessing the ability of the search-and-matching model to account for the large volatility observed in labor market variables. To this aim, we solve a neoclassical economy with search and matching, where neutral and investment-specific technologies are subject to shocks. The three key features of our model economy are: (i) Firms are large, in the sense that they employ many workers. (ii) Adjusting capital and labor is costly. (iii) Wages are the outcome of an intra-firm Nash-bargaining problem between the firm and its workers. In our calibrated economy, we find that shocks to investment-specific technology explain 40% of the observed volatility in U.S. labor productivity. Moreover, these shocks generate relative volatilities in vacancies and the workers' job finding rate which match those observed in U.S. data. Relative volatilities in unemployment and labor market tightness are 55% and 75% of their empirical values, respectively.

Suggested Citation

  • Faccini, Renato & Ortigueira, Salvador, 2010. "Labor-market volatility in the search-and-matching model: The role of investment-specific technology shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 34(8), pages 1509-1527, August.
  • Handle: RePEc:eee:dyncon:v:34:y:2010:i:8:p:1509-1527
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165-1889(10)00089-8
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    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. Cahuc, Pierre & Wasmer, Etienne, 2001. "Does Intrafirm Bargaining Matter In The Large Firm'S Matching Model?," Macroeconomic Dynamics, Cambridge University Press, vol. 5(5), pages 742-747, November.
    2. Haefke, Christian & Sonntag, Marcus & van Rens, Thijs, 2013. "Wage rigidity and job creation," Journal of Monetary Economics, Elsevier, vol. 60(8), pages 887-899.
    3. Marcus Hagedorn & Iourii Manovskii, 2008. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies Revisited," American Economic Review, American Economic Association, vol. 98(4), pages 1692-1706, September.
    4. John Kennan, 2010. "Private Information, Wage Bargaining and Employment Fluctuations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 633-664.
    5. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 2000. "The role of investment-specific technological change in the business cycle," European Economic Review, Elsevier, vol. 44(1), pages 91-115, January.
    6. Miles S. Kimball & John G. Fernald & Susanto Basu, 2006. "Are Technology Improvements Contractionary?," American Economic Review, American Economic Association, vol. 96(5), pages 1418-1448, December.
    7. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    8. Yashiv, Eran, 2006. "U.S. Labor Market Dynamics Revisited," IZA Discussion Papers 2455, Institute of Labor Economics (IZA).
    9. Fabio Canova & David Lopez-Salido & Claudio Michelacci, 2006. "Schumpeterian technology shocks," Economics Working Papers 1012, Department of Economics and Business, Universitat Pompeu Fabra, revised Nov 2007.
    10. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    11. Contreras, Juan, 2006. "An Empirical Model of Factor Adjustment Dynamics," MPRA Paper 9797, University Library of Munich, Germany.
    12. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    13. Sakellaris, Plutarchos, 2004. "Patterns of plant adjustment," Journal of Monetary Economics, Elsevier, vol. 51(2), pages 425-450, March.
    14. Cole, Harold L & Rogerson, Richard, 1999. "Can the Mortensen-Pissarides Matching Model Match the Business-Cycle Facts?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(4), pages 933-959, November.
    15. Skiba, A K, 1978. "Optimal Growth with a Convex-Concave Production Function," Econometrica, Econometric Society, vol. 46(3), pages 527-539, May.
    16. Julio J. Rotemberg, 2008. "Cyclical Wages in a Search-and-Bargaining Model with Large Firms," NBER Chapters, in: NBER International Seminar on Macroeconomics 2006, pages 65-114, National Bureau of Economic Research, Inc.
    17. Matthew J. Lindquist, 2004. "Capital-Skill Complementarity and Inequality Over the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(3), pages 519-540, July.
    18. Jonas D. M. Fisher, 2006. "The Dynamic Effects of Neutral and Investment-Specific Technology Shocks," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 413-451, June.
    19. Robert G. King & Julia K. Thomas, 2006. "Partial Adjustment Without Apology," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 779-809, August.
    20. Costain, James S. & Reiter, Michael, 2008. "Business cycles, unemployment insurance, and the calibration of matching models," Journal of Economic Dynamics and Control, Elsevier, vol. 32(4), pages 1120-1155, April.
    21. Toledo Manuel & Silva José I, 2010. "Investment-Specific Shocks and Cyclical Fluctuations in a Frictional Labor Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-39, April.
    22. Robert E. Hall & Paul R. Milgrom, 2008. "The Limited Influence of Unemployment on the Wage Bargain," American Economic Review, American Economic Association, vol. 98(4), pages 1653-1674, September.
    23. Shigeru Fujita & Garey Ramey, 2009. "The Cyclicality Of Separation And Job Finding Rates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 415-430, May.
    24. Russell Cooper & John Haltiwanger & Jonathan L. Willis, 2007. "Implications of Search Frictions: Matching Aggregate and Establishment-level Observations," NBER Working Papers 13115, National Bureau of Economic Research, Inc.
    25. Hamermesh, Daniel S, 1989. "Labor Demand and the Structure of Adjustment Costs," American Economic Review, American Economic Association, vol. 79(4), pages 674-689, September.
    26. Claudio Michelacci & David Lopez-Salido, 2007. "Technology Shocks and Job Flows," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(4), pages 1195-1227.
    27. Fujita, Shigeru & Ramey, Garey, 2007. "Job matching and propagation," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3671-3698, November.
    28. David Domeij & Martin Floden, 2006. "The Labor-Supply Elasticity and Borrowing Constraints: Why Estimates are Biased," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(2), pages 242-262, April.
    29. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    30. Mark Gertler & Antonella Trigari, 2009. "Unemployment Fluctuations with Staggered Nash Wage Bargaining," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 38-86, February.
    31. Christopher A. Pissarides, 2009. "The Unemployment Volatility Puzzle: Is Wage Stickiness the Answer?," Econometrica, Econometric Society, vol. 77(5), pages 1339-1369, September.
    32. Stole, Lars A & Zwiebel, Jeffrey, 1996. "Organizational Design and Technology Choice under Intrafirm Bargaining," American Economic Review, American Economic Association, vol. 86(1), pages 195-222, March.
    33. Blanchard, Olivier & Galί, Jordi, 2006. "A New Keynesian Model with Unemployment," Kiel Working Papers 1335, Kiel Institute for the World Economy (IfW Kiel).
    34. Antonio Ladrón-de-Guevara & Salvador Ortigueira & Manuel S. Santos, 1999. "A Two-Sector Model of Endogenous Growth with Leisure," Review of Economic Studies, Oxford University Press, vol. 66(3), pages 609-631.
    35. Reinout De Bock, 2007. "Investment-Specific Technology Shocks and Labor Market Frictions," Working Paper Research 108, National Bank of Belgium.
    36. Lars A. Stole & Jeffrey Zwiebel, 1996. "Intra-firm Bargaining under Non-binding Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 375-410.
    37. Leena Rudanko, 2005. "Labor Market Dynamics under Long Term Wage Contracting," 2005 Meeting Papers 876, Society for Economic Dynamics.
    38. Rotemberg, Julio J., 2008. "The determination of weekly hours of work: A comment on Christoffel and Kuester's "Resuscitating the wage channel in models with unemployment fluctuations"," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 888-891, July.
    39. Almut Balleer, 2012. "New evidence, old puzzles: Technology shocks and labor market dynamics," Quantitative Economics, Econometric Society, vol. 3(3), pages 363-392, November.
    40. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    41. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    42. Ramey, Garey, 2008. "Exogenous vs. Endogenous Separation," University of California at San Diego, Economics Working Paper Series qt0qb196qd, Department of Economics, UC San Diego.
    43. Andreas Hornstein & Per Krusell, 1996. "Can Technology Improvements Cause Productivity Slowdowns?," NBER Chapters, in: NBER Macroeconomics Annual 1996, Volume 11, pages 209-276, National Bureau of Economic Research, Inc.
    44. Antonella Trigari, 2006. "The Role of Search Frictions and Bargaining for Inflation Dynamics," Working Papers 304, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    45. Robert Shimer, 2003. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies: Evidence and Theory," NBER Working Papers 9536, National Bureau of Economic Research, Inc.
    46. Garey Ramey, 2008. "Exogenous vs. Endogenous Separation," 2008 Meeting Papers 466, Society for Economic Dynamics.
    47. Merz, Monika, 1995. "Search in the labor market and the real business cycle," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 269-300, November.
    48. Abowd, John M & Zellner, Arnold, 1985. "Estimating Gross Labor-Force Flows," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 254-283, June.
    49. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    50. Cooper, Russell & Haltiwanger, John & Willis, Jonathan L., 2007. "Search frictions: Matching aggregate and establishment observations," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 56-78, September.
    51. Michael U. Krause & Thomas A. Lubik, 2013. "Does Intra-Firm Bargaining Matter for Business Cycle Dynamics?," Economic Quarterly, Federal Reserve Bank of Richmond, issue 3Q, pages 229-250.
    52. Letterie, Wilko A. & Pfann, Gerard A. & Polder, J. Michael, 2004. "Factor adjustment spikes and interrelation: an empirical investigation," Economics Letters, Elsevier, vol. 85(2), pages 145-150, November.
    53. Michael Reiter, 2008. "Embodied Technical Change and the Fluctuations of Unemployment and Wages," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(4), pages 695-721, March.
    54. Rudanko, Leena, 2009. "Labor market dynamics under long-term wage contracting," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 170-183, March.
    55. Michael W. L. Elsby, 2008. "Marginal Jobs, Heterogeneous Firms, & Unemployment Flows," NBER Working Papers 13777, National Bureau of Economic Research, Inc.
    56. Andolfatto, David, 1996. "Business Cycles and Labor-Market Search," American Economic Review, American Economic Association, vol. 86(1), pages 112-132, March.
    57. Moen, Espen R. & Rosén, Åsa, 2006. "Incentives in Competitive Search Equilibrium and Wage Rigidity," CEPR Discussion Papers 5554, C.E.P.R. Discussion Papers.
    58. Michael Reiter, 2006. "Embodied technical change and the fluctuations of wages and unemployment," Economics Working Papers 980, Department of Economics and Business, Universitat Pompeu Fabra.
    59. Robert E. Hall, 2005. "Employment Fluctuations with Equilibrium Wage Stickiness," American Economic Review, American Economic Association, vol. 95(1), pages 50-65, March.
    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. Di Pace, F. & Faccini, R., 2012. "Deep habits and the cyclical behaviour of equilibrium unemployment and vacancies," Journal of Economic Dynamics and Control, Elsevier, vol. 36(2), pages 183-200.
    2. Julien Albertini & Arthur Poirier, 2014. "Discount Factor Shocks and Labor Market Dynamics," SFB 649 Discussion Papers SFB649DP2014-033, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    3. João Miguel Ejarque, 2009. "A Search Model with a Quasi-Network," Discussion Papers 10-23, University of Copenhagen. Department of Economics, revised Sep 2010.
    4. Mumtaz, Haroon & Zanetti, Francesco, 2012. "Neutral technology shocks and employment dynamics: results based on an RBC identification scheme," Bank of England working papers 453, Bank of England.
    5. Bjoern Bruegemann, 2023. "Invariance of Unemployment and Vacancy Dynamics with Respect to Diminishing Returns to Labor at the Firm Level," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 915-942, December.
    6. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    7. João Miguel Ejarque, 2010. "A search model with a quasi network," 2010 Meeting Papers 597, Society for Economic Dynamics.
    8. Gubler, Matthias & Hertweck, Matthias S., 2013. "Commodity price shocks and the business cycle: Structural evidence for the U.S," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 324-352.
    9. Toledo Manuel & Silva José I, 2010. "Investment-Specific Shocks and Cyclical Fluctuations in a Frictional Labor Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-39, April.
    10. Chen, W.D., 2018. "Upward wage rigidity and Japan's dispatched worker system," Economic Modelling, Elsevier, vol. 73(C), pages 152-162.
    11. Auray, Stéphane & de Blas, Beatriz, 2013. "Investment, matching and persistence in a modified cash-in-advance economy," Journal of Economic Dynamics and Control, Elsevier, vol. 37(3), pages 591-610.
    12. Fahr, Stephan & Abbritti, Mirko, 2011. "Macroeconomic implications of downward wage rigidities," Working Paper Series 1321, European Central Bank.
    13. Arup Mitra & Puneet Kumar Shrivastav & Guru Prakash Singh, 2021. "Livelihood Volatility in the Urban Labour Market: Reflections from India’s PLFS Data (2017-18)," IEG Working Papers 416, Institute of Economic Growth.
    14. Ejarque, João Miguel, 2009. "A Search Model with a Quasi-Network," Economics Discussion Papers 8932, University of Essex, Department of Economics.
    15. Reicher, Christopher Phillip, 2010. "Evaluating the search and matching model with sticky wages," Kiel Working Papers 1674, Kiel Institute for the World Economy (IfW Kiel).
    16. Di Pace, Federico & Villa, Stefania, 2016. "Factor complementarity and labour market dynamics," European Economic Review, Elsevier, vol. 82(C), pages 70-112.

    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. Alejandro Justiniano & Claudio Michelacci, 2012. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies in the United States and Europe," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 8(1), pages 169-235.
    2. Rogerson, Richard & Shimer, Robert, 2011. "Search in Macroeconomic Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 7, pages Pages: 61, Elsevier.
    3. Federico Di Pace & Matthias Hertweck, 2019. "Labor Market Frictions, Monetary Policy, and Durable Goods," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 274-304, April.
    4. Alejandro Justiniano & Claudio Michelacci, 2011. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies in the US and Europe," NBER Working Papers 17429, National Bureau of Economic Research, Inc.
    5. Di Pace, F. & Faccini, R., 2012. "Deep habits and the cyclical behaviour of equilibrium unemployment and vacancies," Journal of Economic Dynamics and Control, Elsevier, vol. 36(2), pages 183-200.
    6. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    7. Christopher A. Pissarides, 2009. "The Unemployment Volatility Puzzle: Is Wage Stickiness the Answer?," Econometrica, Econometric Society, vol. 77(5), pages 1339-1369, September.
    8. Gabriele Cardullo, 2010. "Matching Models Under Scrutiny: An Appraisal Of The Shimer Puzzle," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 622-656, September.
    9. Haefke, Christian & Sonntag, Marcus & van Rens, Thijs, 2013. "Wage rigidity and job creation," Journal of Monetary Economics, Elsevier, vol. 60(8), pages 887-899.
    10. Régis Barnichon, 2009. "Demand-driven job separation: reconciling search models with the ins and outs of unemployment," Finance and Economics Discussion Series 2009-24, Board of Governors of the Federal Reserve System (U.S.).
    11. van Roye, Björn & Wesselbaum, Dennis, 2009. "Capital, endogenous separations, and the business cycle," Kiel Working Papers 1561, Kiel Institute for the World Economy (IfW Kiel).
    12. Beauchemin, Kenneth & Tasci, Murat, 2014. "Diagnosing Labor Market Search Models: A Multiple-Shock Approach," Macroeconomic Dynamics, Cambridge University Press, vol. 18(3), pages 548-572, April.
    13. Leena Rudanko, 2008. "Aggregate and Idiosyncratic Risk in a Frictional Labor Market," Boston University - Department of Economics - Working Papers Series wp2008-009, Boston University - Department of Economics.
    14. Petrosky-Nadeau, Nicolas & Wasmer, Etienne, 2015. "Macroeconomic dynamics in a model of goods, labor, and credit market frictions," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 97-113.
    15. repec:hal:spmain:info:hdl:2441/5l6uh8ogmqildh09h481l2tb5 is not listed on IDEAS
    16. Hertweck Matthias Sebastian, 2013. "Strategic wage bargaining, labor market volatility, and persistence," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 1-27, October.
    17. repec:hal:spmain:info:hdl:2441/1787nsa6d1927a90u4bkkombn4 is not listed on IDEAS
    18. Nicolas Petrosky-Nadeau, 2014. "Credit, Vacancies and Unemployment Fluctuations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(2), pages 191-205, April.
    19. repec:hal:spmain:info:hdl:2441/5por5bt92h8l0bc7ls4elmcc0b is not listed on IDEAS
    20. repec:hal:wpspec:info:hdl:2441/1787nsa6d1927a90u4bkkombn4 is not listed on IDEAS
    21. Shigeru Fujita, 2011. "Dynamics of worker flows and vacancies: evidence from the sign restriction approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 89-121, January/F.
    22. Miyamoto, Hiroaki, 2011. "Cyclical behavior of unemployment and job vacancies in Japan," Japan and the World Economy, Elsevier, vol. 23(3), pages 214-225.
    23. Mark Gertler & Antonella Trigari, 2009. "Unemployment Fluctuations with Staggered Nash Wage Bargaining," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 38-86, February.
    24. Noritaka Kudoh & Hiroaki Miyamoto & Masaru Sasaki, 2019. "Employment and Hours over the Business Cycle in a Model with Search Frictions," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 436-461, January.

    More about this item

    Keywords

    Search and matching Labor market fluctuations Investment-specific technology Adjustment costs Factor adjustment dynamics;

    JEL classification:

    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:dyncon:v:34:y:2010:i:8:p:1509-1527. 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/jedc .

    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.