IDEAS home Printed from https://ideas.repec.org/a/taf/regstd/v43y2009i1p63-76.html
   My bibliography  Save this article

Total Factor Productivity Convergence among Italian Regions: Some Evidence from Panel Unit Root Tests

Author

Listed:
  • Joseph Byrne
  • Giorgio Fazio
  • Davide Piacentino

Abstract

Byrne J. P., Fazio G. and Piacentino D. Total factor productivity convergence among Italian regions: some evidence from panel unit root tests. Regional Studies. This paper employs panel unit root tests to investigate convergence in total factor productivity (TFP) among Italian regions. These tests provide an inference valid in the presence of heterogeneity and cross-sectional dependence, and when the cross-sectional dimension is smaller than the time dimension, allowing the investigation of convergence among different subsets of regions. The results add a further dimension to the conventional view on growth dynamics in the Italian peninsula depicting a lack of regional TFP convergence not only at the national level, but also at the level of geographical disaggregations where regions are conventionally thought to converge. [image omitted] Byrne J. P., Fazio G. et Piacentino D. Convergence de la methode des facteurs globaux de productivite entre les regions italiennes: donnees probantes issues de tests de racine unitaire en panel. Regional Studies. Dans cet article, nous utilisons des tests de racine unitaire en panel pour etudier la convergence de la methode des facteurs globaux de productivite entre les regions italiennes. Ces tests nous fournissent une inference valide en presence d'une heterogeneite et d'une dependance transversale, et lorsque la dimension transversale est inferieure a la dimension temporelle, ce qui nous permet d'examiner la convergence entre les differents sous-ensembles de regions. Nos resultats ajoutent une dimension nouvelle a l'opinion classique sur la dynamique de croissance dans la peninsule italienne en decrivant une absence de convergence regionale de la methode des facteurs globaux de productivite non seulement au niveau national, mais egalement au niveau des ventilations geographiques, alors que l'idee conventionnelle veut que ces regions soient en train de converger. Methode des facteurs globaux de productivite Convergence regionale Tests de racine unitaire en panel Byrne J. P., Fazio G. und Piacentino D. Konvergenz der Gesamtfaktorproduktivitat unter italienischen Regionen: Belege anhand von Panel-Unit-Root-Tests. Regional Studies. In diesem Beitrag untersuchen wir mit Hilfe von Panel-Unit-Root-Tests die Konvergenz der Gesamtfaktorproduktivitat unter italienischen Regionen. Diese Tests ermoglichen einen gultigen Ruckschluss bei Prasenz von Heterogenitat und sektionsubergreifender Dependenz sowie in den Fallen, in denen die sektionsubergreifende Dimension kleiner ist als die Zeitdimension, so dass eine Untersuchung der Konvergenz in verschiedenen Untergruppen von Regionen moglich wird. Unsere Ergebnisse verleihen der konventionellen Betrachtung der Wachstumsdynamik auf der italienischen Halbinsel eine weitere Dimension, da sie eine mangelnde Konvergenz der Gesamtfaktorproduktivitat nicht nur auf nationaler Ebene, sondern auch auf der Ebene der geografischen Disaggregationen verdeutlichen, wo normalerweise von einer Konvergenz der Regionen ausgegangen wird. Gesamtfaktorproduktivitat Regionale Konvergenz Panel-Unit-Root-Tests Byrne J. P., Fazio G. y Piacentino D. Convergencia de la productividad total de los factores en regiones italianas: ejemplos de tests de raices unitarias con datos de panel. Regional Studies. En este articulo empleamos tests de raices unitarias con datos de panel para investigar la convergencia en la productividad total de los factores en las regiones italianas. Estos tests nos ofrecen una interferencia valida en presencia de heterogeneidad y dependencia transversal y si la dimension transversal es menor que la dimension del tiempo, podemos investigar la convergencia entre los diferentes subgrupos de regiones. Nuestros resultados anaden una dimension adicional a la imagen convencional sobre las dinamicas de crecimiento en la peninsula italiana representando una falta de convergencia regional en la productividad total de los factores no solo a nivel nacional sino tambien en los niveles de desagregacion geografica donde se supone tradicionalmente que las regiones se convergen. Productividad total de los factores Convergencia regional Tests de raices unitarias con datos de panel

Suggested Citation

  • Joseph Byrne & Giorgio Fazio & Davide Piacentino, 2009. "Total Factor Productivity Convergence among Italian Regions: Some Evidence from Panel Unit Root Tests," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 63-76.
  • Handle: RePEc:taf:regstd:v:43:y:2009:i:1:p:63-76
    DOI: 10.1080/00343400701654137
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00343400701654137
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00343400701654137?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. Jean Imbs & Haroon Mumtaz & Morten O. Ravn & Hélène Rey, 2005. "PPP Strikes Back: Aggregation And the Real Exchange Rate," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 1-43.
    2. R. Pala & E. Marrocu & R. Paci, 2000. "Estimation of total factor productivity for regions and sectors in Italy. A panel cointegration approach," Working Paper CRENoS 200016, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    3. Sarno, Lucio & Taylor, Mark P., 1998. "Real exchange rates under the recent float: unequivocal evidence of mean reversion," Economics Letters, Elsevier, vol. 60(2), pages 131-137, August.
    4. Guido Ascari & Valeria di Cosmo, 2005. "Determinants of total factor productivity in the italian Regions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2005(2).
    5. Saikkonen, Pentti & Lütkepohl, Helmut, 2002. "Testing For A Unit Root In A Time Series With A Level Shift At Unknown Time," Econometric Theory, Cambridge University Press, vol. 18(2), pages 313-348, April.
    6. Evans, Paul, 1996. "Using cross-country variances to evaluate growth theories," Journal of Economic Dynamics and Control, Elsevier, vol. 20(6-7), pages 1027-1049.
    7. Gittleman, Maury & ten Raa, Thijs & Wolff, Edward N., 2006. "The vintage effect in TFP-growth: An analysis of the age structure of capital," Structural Change and Economic Dynamics, Elsevier, vol. 17(3), pages 306-328, September.
    8. Francesco Aiello & Vincenzo Scoppa, 2000. "Uneven Regional Development in Italy: Explaining Differences in Productivity Levels," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 59(2), pages 270-298, September.
    9. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    10. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    11. Karlsson, Sune & Lothgren, Mickael, 2000. "On the power and interpretation of panel unit root tests," Economics Letters, Elsevier, vol. 66(3), pages 249-255, March.
    12. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    13. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    14. Groen, Jan J. J., 2000. "The monetary exchange rate model as a long-run phenomenon," Journal of International Economics, Elsevier, vol. 52(2), pages 299-319, December.
    15. R. Paci & A. Saba, 1997. "The empirics of regional Economic growth in italy. 1951-1993," Working Paper CRENoS 199701, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    16. Gittleman, Maury & ten Raa, Thijs & Wolff, Edward N., 2006. "The vintage effect in TFP-growth: An analysis of the age structure of capital," Structural Change and Economic Dynamics, Elsevier, vol. 17(3), pages 306-328, September.
    17. Adriana Di Liberto & Roberto Mura & Francesco Pigliaru, 2003. "A panel technique for the analysis of technology convergence: The case of the Italian regions," ERSA conference papers ersa03p293, European Regional Science Association.
    18. Taylor, Mark P. & Sarno, Lucio, 1998. "The behavior of real exchange rates during the post-Bretton Woods period," Journal of International Economics, Elsevier, vol. 46(2), pages 281-312, December.
    19. Evans, Paul & Karras, Georgios, 1996. "Convergence revisited," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 249-265, April.
    20. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    21. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    22. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    23. Patrizia Margani & Roberto Ricciuti, 2001. "Further Evidence on Convergence across Italian Regions," ERSA conference papers ersa01p104, European Regional Science Association.
    24. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. Morrison, Catherine J, 1992. "Unraveling the Productivity Growth Slowdown in the United States, Canada and Japan: The Effects of Subequilibrium, Scale Economies and Markups," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 381-393, August.
    27. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    28. Adriana Di Liberto & Francesco Pigliaru & Roberto Mura, 2008. "How to measure the unobservable: a panel technique for the analysis of TFP convergence," Oxford Economic Papers, Oxford University Press, vol. 60(2), pages 343-368, April.
    29. Robertson, D & Symons, J, 1992. "Some Strange Properties of Panel Data Estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(2), pages 175-189, April-Jun.
    30. R. Cellini & A. Scorcu, 1995. "How many Italies?," Working Papers 215, Dipartimento Scienze Economiche, Universita' di Bologna.
    31. Sergio Destefanis, 2001. "Differenziali Territoriali di Produttivita' ed Efficienza negli Anni '90: i Livelli e l'Andamento," CELPE Discussion Papers 59, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    32. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    33. Chen, Natalie, 2004. "The behaviour of relative prices in the European Union: A sectoral analysis," European Economic Review, Elsevier, vol. 48(6), pages 1257-1286, December.
    34. Joseph P. Byrne & E. Philip Davis, 2005. "The Impact of Short‐ and Long‐run Exchange Rate Uncertainty on Investment: A Panel Study of Industrial Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 307-329, June.
    35. Sergio Destefanis & Vania Sena, 2005. "Public capital and total factor productivity: New evidence from the Italian regions, 1970-98," Regional Studies, Taylor & Francis Journals, vol. 39(5), pages 603-617.
    36. Nazrul Islam, 2001. "Different Approaches to International Comparison of Total Factor Productivity," NBER Chapters, in: New Developments in Productivity Analysis, pages 465-508, National Bureau of Economic Research, Inc.
    37. Charles R. Hulten, 2001. "Total Factor Productivity: A Short Biography," NBER Chapters, in: New Developments in Productivity Analysis, pages 1-54, National Bureau of Economic Research, Inc.
    38. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    39. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    40. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    41. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    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. Bianca Biagi & Maria Gabriela Ladu, 2018. "Productivity and employment dynamics: new evidence from Italian regions," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 313-336, August.
    2. Naveed, Amjad & Wang, Cong, 2023. "Innovation and labour productivity growth moderated by structural change: Analysis in a global perspective," Technovation, Elsevier, vol. 119(C).
    3. Roberto Esposti, 2008. "Regional growth convergence and EU policies: Empirical evidence and measuring problems," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 9(1), pages 14-22, April.
    4. Lidia Mannarino & Valeria Pupo & Fernanda Ricotta, 2016. "Family Firms and Productivity: The Role of Institutional Quality," International Journal of Business and Management, Canadian Center of Science and Education, vol. 11(10), pages 343-343, September.
    5. Georges Harb & Charbel Bassil, 2023. "TFP in the Manufacturing Sector: Long-Term Dynamics, Country and Regional Comparative Analysis," Economies, MDPI, vol. 11(2), pages 1-22, January.
    6. Paola Cardamone & Valeria Pupo & Fernanda Ricotta, 2016. "Do Firms Benefit from University Research? Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 2(3), pages 445-471, November.
    7. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernand, 2011. "Explaining TFP at firm level in Italy. Does location matter?," MPRA Paper 35656, University Library of Munich, Germany.
    8. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
    9. Boltho, Andrea & Carlin, Wendy & Scaramozzino, Pasquale, 2018. "Why East Germany did not become a new Mezzogiorno," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 308-325.
    10. Giorgio Fazio & Davide Piacentino, 2010. "A Spatial Multilevel Analysis of Italian SMEs' Productivity," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(3), pages 299-316.
    11. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.
    12. Duran, Hasan Engin, 2019. "Asymmetries in regional development: Does TFP or capital accumulation matter for spatial inequalities?," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    13. Alexiadis, Stilianos & Eleftheriou, Konstantinos, 2010. "The Morphology of Income Convergence in US States: New Evidence using an Error-Correction-Model," MPRA Paper 20096, University Library of Munich, Germany.
    14. Peiró-Palomino, Jesús & Perugini, Francesco, 2022. "Regional innovation disparities in Italy: The role of governance," Economic Systems, Elsevier, vol. 46(4).
    15. Thomas Schatzer & Matthias Siller & Janette Walde & Gottfried Tappeiner, 2019. "The Impact of Model Choice on Estimates of Regional TFP," International Regional Science Review, , vol. 42(1), pages 98-116, January.
    16. David Sondermann, 2014. "Productivity in the euro area: any evidence of convergence?," Empirical Economics, Springer, vol. 47(3), pages 999-1027, November.
    17. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2014. "Explaining Total Factor Productivity at Firm Level in Italy: Does Location Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 51-70, March.
    18. Anh Tuan Pham & Minh Khac Nguyen & Hoang Linh Dang & Thi Xuan Thu Nguyen, 2021. "Can foreign direct investment foster the manufacturing industries’ spatial total factor productivity convergence in a transition economy? An empirical approach from Vietnam," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 606-623, October.
    19. Yerken Turganbayev, 2016. "Regional convergence in Kazakhstan," Post-Communist Economies, Taylor & Francis Journals, vol. 28(3), pages 314-334, July.
    20. Roberto Esposti, 2008. "Regional growth convergence and EU policies: Empirical evidence and measuring problems," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 9(01), pages 14-22, April.
    21. Mustafa Zuhal, 2023. "Technological Convergence in Emerging Economies: An Investigation with Unit Root Tests," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 10(2), pages 567-586, July.
    22. Simone Gitto & Paolo Mancuso, 2015. "The contribution of physical and human capital accumulation to Italian regional growth: a nonparametric perspective," Journal of Productivity Analysis, Springer, vol. 43(1), pages 1-12, February.
    23. Amjad Naveed & Nisar Ahmad, 2016. "Labour productivity convergence and structural changes: simultaneous analysis at country, regional and industry levels," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 5(1), pages 1-17, December.
    24. Mill�n D�az-Foncea & Carmen Marcuello, 2014. "The Relation between Total Employment and Cooperative Employment: A Convergence and Causality Analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 71-92, March.

    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. Joseph Byrne & Giorgio Fazio & Davide Piacentino, 2005. "Convergence in TFP among Italian Regions - Panel Unit Roots with Heterogeneity and Cross Sectional Dependence," ERSA conference papers ersa05p591, European Regional Science Association.
    2. Davide Piacentino, 2008. "Productivity, Infrastructures and Convergence: Panel Data Evidence on Italian Regions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(2), pages 5-26.
    3. Maria Elena Bontempi & Roberto Golinelli, 2012. "The effect of neglecting the slope parameters’ heterogeneity on dynamic models of corporate capital structure," Quantitative Finance, Taylor & Francis Journals, vol. 12(11), pages 1733-1751, November.
    4. Josep Carrion-i-Silvestre & Vicente German-Soto, 2009. "Panel data stochastic convergence analysis of the Mexican regions," Empirical Economics, Springer, vol. 37(2), pages 303-327, October.
    5. Amélie Charles & Olivier Darne & Jean-François Hoarau, 2012. "Convergence of real per capita GDP within COMESA countries: A panel unit root evidence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 53-71, August.
    6. Werner, Daniel, 2013. "New insights into the development of regional unemployment disparities," IAB-Discussion Paper 201311, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    7. Qaiser Munir & Sook Ching Kok & Kasim Mansur, 2019. "External Shocks, Structural Breaks And Unemployment Hysteresis In Selected Asian Countries," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(03), pages 575-600, June.
    8. Amélie Charles & Olivier Darné & Jean-François Hoarau, 2009. "Does the real GDP per capita convergence hold in the Common Market for Eastern and Southern Africa?," Working Papers hal-00422522, HAL.
    9. Martin Wagner, 2008. "On PPP, unit roots and panels," Empirical Economics, Springer, vol. 35(2), pages 229-249, September.
    10. Abdou-Aziz Niang, 2017. "Testing economic convergence in non-stationary panel," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 26(1), pages 135-156, March.
    11. Bakas, Dimitrios & Papapetrou, Evangelia, 2014. "Unemployment in Greece: Evidence from Greek regions using panel unit root tests," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(4), pages 551-562.
    12. Cem Ertur & Antonio Musolesi, 2017. "Weak and Strong Cross‐Sectional Dependence: A Panel Data Analysis of International Technology Diffusion," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 477-503, April.
    13. Tsangyao Chang & Tsung-Pao Wu & Rangan Gupta, 2015. "Are house prices in South Africa really nonstationary? Evidence from SPSM-based panel KSS test with a Fourier function," Applied Economics, Taylor & Francis Journals, vol. 47(1), pages 32-53, January.
    14. Koedijk, Kees G. & Tims, Ben & van Dijk, Mathijs A., 2011. "Why panel tests of purchasing power parity should allow for heterogeneous mean reversion," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 246-267, February.
    15. Valérie Mignon & Christophe Hurlin, 2005. "Une synthèse des tests de racine unitaire sur données de panel," Économie et Prévision, Programme National Persée, vol. 169(3), pages 253-294.
    16. Acikgoz, Senay & Ben Ali, Mohamed Sami, 2019. "Where does economic growth in the Middle Eastern and North African countries come from?," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 172-183.
    17. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    18. Diego Romero-Avila, 2008. "A confirmatory analysis of the unit root hypothesis for OECD consumption-income ratios," Applied Economics, Taylor & Francis Journals, vol. 40(17), pages 2271-2278.
    19. Roberto Basile & Mauro Costantini & Sergio Destefanis, 2005. "Unit root and cointegration tests for cross-sectionally correlated panels. Estimating regional production functions," CELPE Discussion Papers 94, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    20. Lin, Pei-Chien & Huang, Ho-Chuan (River), 2012. "Inequality convergence revisited: Evidence from stationarity panel tests with breaks and cross correlation," Economic Modelling, Elsevier, vol. 29(2), pages 316-325.

    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:taf:regstd:v:43:y:2009:i:1:p:63-76. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CRES20 .

    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.