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The Italian wage curve revisited: A local and spatial cointegration

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  • Triki, Mohamed Bilel

    (Community College, Bisha University, Bisha, Saudi Arabia)

Abstract

This study investigates the effects of spatial interactions on local wages based on a panel data from 20 Italian provinces between 2004 and 2015. Using the Global Moran’s I statistic, we have provided empirical evidence for the presence of spatial dependencies in provincial wages. Then, we have estimated the provincial wage equation by using a dynamic spatial panel model as far region and time-period fixed effects are concerned to test the spatial cointegration that controls the spatial heterogeneity and spatial interdependence with other regional characteristics. Parameter estimations are obtained by reformulating the initial model in spatial first differences. the next estimation is done by using the error correction model representation of the dynamics spatial panel model. So, we have examined provincial wages effects and the extent to which a change in unemployment rate and explanatory variables in a particular region affect wages in other regions. the last estimation is obtained by comparing the performance of the spatial weights matrix, and as a result we have proved that the contagion matrix must be replaced by an inverse distance matrix

Suggested Citation

  • Triki, Mohamed Bilel, 2019. "The Italian wage curve revisited: A local and spatial cointegration," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 55, pages 73-90.
    • Handle: RePEc:ris:apltrx:0375
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    1. Kelejian, Harry H. & Murrell, Peter & Shepotylo, Oleksandr, 2013. "Spatial spillovers in the development of institutions," Journal of Development Economics, Elsevier, vol. 101(C), pages 297-315.
    2. Yu, Jihai & de Jong, Robert & Lee, Lung-fei, 2008. "Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large," Journal of Econometrics, Elsevier, vol. 146(1), pages 118-134, September.
    3. Yu, Jihai & de Jong, Robert & Lee, Lung-fei, 2012. "Estimation for spatial dynamic panel data with fixed effects: The case of spatial cointegration," Journal of Econometrics, Elsevier, vol. 167(1), pages 16-37.
    4. Bruno Chiarini & Paolo Piselli, 1997. "Wage Setting, Wage Curve and Phillips Curve: The Italian evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 44(5), pages 544-565, November.
    5. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.
    6. Paul Elhorst & Eelco Zandberg & Jakob De Haan, 2013. "The Impact of Interaction Effects among Neighbouring Countries on Financial Liberalization and Reform: A Dynamic Spatial Panel Data Approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(3), pages 293-313, September.
    7. Annekatrin Niebuhr & Nadia Granato & Anette Haas & Silke Hamann, 2012. "Does Labour Mobility Reduce Disparities between Regional Labour Markets in Germany?," Regional Studies, Taylor & Francis Journals, vol. 46(7), pages 841-858, September.
    8. Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2009. "Identification of peer effects through social networks," Journal of Econometrics, Elsevier, vol. 150(1), pages 41-55, May.
    9. Markus Pannenberg & Johannes Schwarze, 2000. "Wage Dynamics and Unemployment in Germany: Evidence from Regional Panel Data," LABOUR, CEIS, vol. 14(4), pages 645-655, December.
    10. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    11. Simonetta Longhi & Peter Nijkamp & Jacques Poot, 2006. "Spatial Heterogeneity And The Wage Curve Revisited," Journal of Regional Science, Wiley Blackwell, vol. 46(4), pages 707-731, October.
    12. Delteil, Violaine & Pailhe, Ariane & Redor, Dominique, 2004. "Comparing individual wage determinants in Western and Central Europe: on the way to convergence? The cases of France and Hungary," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 482-499, September.
    13. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    14. Cerina, Fabio & Mureddu, Francesco, 2014. "Is agglomeration really good for growth? Global efficiency, interregional equity and uneven growth," Journal of Urban Economics, Elsevier, vol. 84(C), pages 9-22.
    15. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    16. Parent, Olivier & LeSage, James P., 2011. "A space-time filter for panel data models containing random effects," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 475-490, January.
    17. de Koning, J. & Layard, R. & Nickell, S. & Westergaard-Nielsen, N., 2004. "Policies for full employment," LSE Research Online Documents on Economics 47444, London School of Economics and Political Science, LSE Library.
    18. Reinhold Kosfeld & Christian Dreger, 2018. "Local and spatial cointegration in the wage curve – a spatial panel analysis for german regions," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(1), pages 53-75, February.
    19. Fally, Thibault & Paillacar, Rodrigo & Terra, Cristina, 2010. "Economic geography and wages in Brazil: Evidence from micro-data," Journal of Development Economics, Elsevier, vol. 91(1), pages 155-168, January.
    20. Steven Brakman & Harry Garretsen & Marc Schramm, 2004. "The Spatial Distribution of Wages: Estimating the Helpman‐Hanson Model for Germany," Journal of Regional Science, Wiley Blackwell, vol. 44(3), pages 437-466, August.
    21. Franzese, Robert J. & Hays, Jude C., 2007. "Spatial Econometric Models of Cross-Sectional Interdependence in Political Science Panel and Time-Series-Cross-Section Data," Political Analysis, Cambridge University Press, vol. 15(2), pages 140-164, April.
    22. Mincer, Jacob, 1978. "Family Migration Decisions," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 749-773, October.
    23. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, June.
    24. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    25. Claudio Lucifora & Federica Origo, 1999. "Alla ricerca della flessibilità: un'analisi della curva dei salari in Italia," Rivista italiana degli economisti, Società editrice il Mulino, issue 1, pages 3-36.
    26. Lucifora, Claudio & Moriconi, Simone, 2015. "Political instability and labour market institutions," European Journal of Political Economy, Elsevier, vol. 39(C), pages 201-221.
    27. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    28. Brian K. Kovak, 2013. "Regional Effects of Trade Reform: What Is the Correct Measure of Liberalization?," American Economic Review, American Economic Association, vol. 103(5), pages 1960-1976, August.
    29. H. Hanson, Gordon, 2005. "Market potential, increasing returns and geographic concentration," Journal of International Economics, Elsevier, vol. 67(1), pages 1-24, September.
    30. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    31. Head, Keith & Mayer, Thierry, 2006. "Regional wage and employment responses to market potential in the EU," Regional Science and Urban Economics, Elsevier, vol. 36(5), pages 573-594, September.
    32. Chiarini, Bruno & Piselli, Paolo, 1997. "Wage Setting, Wage Curve and Phillips Curve: The Italian Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 44(5), pages 545-565, November.
    33. P Canziani, 1997. "The Wage Curve in Italy and Spain. Are European Wages Flexible?," CEP Discussion Papers dp0375, Centre for Economic Performance, LSE.
    34. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    35. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    36. Montuenga, Victor & Garcia, Inmaculada & Fernandez, Melchor, 2003. "Wage flexibility: evidence from five EU countries based on the wage curve," Economics Letters, Elsevier, vol. 78(2), pages 169-174, February.
    37. Drewes, Torben, 1987. "Regional Wage Spillover in Canada," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 224-231, May.
    38. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    39. Harry Seldadyo & J. Paul Elhorst & Jakob De Haan, 2010. "Geography and governance: Does space matter?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 625-640, August.
    40. S. Brakman & H Garretsen & M. Schramm, 2003. "The Strategic Bombing of German Cities during World War II and its Impact for Germany," Working Papers 03-08, Utrecht School of Economics.
    41. Brechling, Frank, 1973. "Wage Inflation and the Structure of Regional Unemployment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 5(1), pages 355-379, Part II F.
    42. Sergio Destefanis & Giovanni Pica, 2010. "It’s wages, it’s hours, it’s the Italian wage curve," CSEF Working Papers 247, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    43. Lottmann, Franziska, 2012. "Spatial dependencies in German matching functions," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 27-41.
    44. Huang, Qiong & Chand, Satish, 2015. "Spatial spillovers of regional wages: Evidence from Chinese provinces," China Economic Review, Elsevier, vol. 32(C), pages 97-109.
    45. Daniel A. Tirado & Jordi Pons & Elisenda Paluzie & Julio Martínez-Galarraga, 2013. "Trade policy and wage gradients: evidence from a protectionist turn," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 7(3), pages 295-318, September.
    46. Rachel Guillain & Julie Le Gallo & Celine Boiteux-Orain, 2006. "Changes in Spatial and Sectoral Patterns of Employment in Ile-de-France, 1978-97," Urban Studies, Urban Studies Journal Limited, vol. 43(11), pages 2075-2098, October.
    47. Bell, Brian & Nickell, Stephen & Quintini, Glenda, 2002. "Wage equations, wage curves and all that," Labour Economics, Elsevier, vol. 9(3), pages 341-360, July.
    48. Lung-fei Lee & Jihai Yu, 2012. "QML Estimation of Spatial Dynamic Panel Data Models with Time Varying Spatial Weights Matrices," Spatial Economic Analysis, Taylor & Francis Journals, vol. 7(1), pages 31-74, March.
    49. Bai, Chong-En & Ma, Hong & Pan, Wenqing, 2012. "Spatial spillover and regional economic growth in China," China Economic Review, Elsevier, vol. 23(4), pages 982-990.
    50. J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
    51. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
    52. Martin Falk & Thomas Leoni, 2011. "Estimating the Wage Curve with Spatial Effects and Spline Functions," Economics Bulletin, AccessEcon, vol. 31(1), pages 591-604.
    53. Korniotis, George M., 2010. "Estimating Panel Models With Internal and External Habit Formation," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 145-158.
    54. Rachel Guillain & Julie Le Gallo & Céline Boîteux-Orain, 2006. "Changes in spatial and sectoral patterns of employment in Ile-de-France, 1978-1997," Post-Print halshs-00109434, HAL.
    55. Rees, Albert, 1993. "The Role of Fairness in Wage Determination," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 243-252, January.
    56. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
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    More about this item

    Keywords

    wage curve; regional labor market; unemployment; dynamic spatial panel model; bias corrected QML; spatial cointegration; wage spillovers;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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