IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v51y2017i5d10.1007_s11135-016-0381-7.html
   My bibliography  Save this article

Structure of the labour market and wage inequality: evidence from European countries

Author

Listed:
  • Rosalia Castellano

    (University of Naples “Parthenope”)

  • Gaetano Musella

    (University of Naples “Parthenope”)

  • Gennaro Punzo

    (University of Naples “Parthenope”)

Abstract

The aim of this paper is to explore how the structural changes that have occurred in the labour market, in terms of employment composition by skill levels, affect wage inequality in three developed countries of Western Europe that are in close geographical proximity but have disparities in their labour market characteristics. More precisely, the analysis compares, from an international perspective, France, Germany—whose labour markets have been characterised in recent years by job polarization and the upgrading of occupations, respectively—and Italy, where neither of the two phenomena can be clearly identified. Using EU-SILC (European Union—Survey on Income and Living Conditions) data, in the first step, RIF-regression (Recentered Influence Function) enables an exploration on the primary factors that are likely to explain the differences in generating personal labour earnings and, in the second step, a decomposition of the change in wage inequality between 2005 and 2013 to evaluate how much of the overall gap is accounted for by the endowments in employees’ individual characteristics (composition effect) rather than the capability of labour markets to transform these characteristics into job opportunities and earnings (wage structure). Regarding France and Germany, the main results highlight how the endowment effect plays a key role in decreasing or, at least, not increasing wage inequality, whereas in Italy the rising inequality may be due to the lower efficiency of the country’s labour market in creating job opportunities, better job-related careers, and higher-salaries for employees.

Suggested Citation

  • Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2017. "Structure of the labour market and wage inequality: evidence from European countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 2191-2218, September.
  • Handle: RePEc:spr:qualqt:v:51:y:2017:i:5:d:10.1007_s11135-016-0381-7
    DOI: 10.1007/s11135-016-0381-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-016-0381-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11135-016-0381-7?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. Marvin H. Kosters, 1991. "Workers and Their Wages: Changing Patterns in the United States," Books, American Enterprise Institute, number 52907, September.
    2. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    3. Nicolas Frémeaux & Thomas Piketty, 2014. "France: How taxation can increase inequality," PSE-Ecole d'économie de Paris (Postprint) halshs-00951805, HAL.
    4. Daron Acemoglu, 2003. "Cross-Country Inequality Trends," Economic Journal, Royal Economic Society, vol. 113(485), pages 121-149, February.
    5. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    6. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
    7. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    8. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    9. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    10. Nolan, Brian & Salverda, Wiemer & Checchi, Daniele & Marx, Ive & McKnight, Abigail & Toth, Istvan Gy (ed.), 2014. "Changing Inequalities and Societal Impacts in Rich Countries: Thirty Countries' Experiences," OUP Catalogue, Oxford University Press, number 9780199687428.
    11. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    12. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    13. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    14. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    15. Paul A. Samuelson, 1956. "Social Indifference Curves," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 1-22.
    16. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    17. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    18. Jaison R. Abel & Richard Deitz, 2012. "Job polarization and rising inequality in the nation and the New York-northern New Jersey region," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 18(Oct).
    19. Erik Hurst & Geng Li & Benjamin Pugsley, 2014. "Are Household Surveys Like Tax Forms? Evidence from Income Underreporting of the Self-Employed," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 19-33, March.
    20. Anthony B. Atkinson & Andrea Brandolini, 2010. "On Analyzing the World Distribution of Income," The World Bank Economic Review, World Bank, vol. 24(1), pages 1-37, January.
    21. Nicola Fuchs-Schuendeln & Dirk Krueger & Mathias Sommer, 2010. "Inequality Trends for Germany in the Last Two Decades: A Tale of Two Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 103-132, January.
    22. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    23. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1615-1660, December.
    24. Thomas Piketty & Emmanuel Saez, 2006. "The Evolution of Top Incomes: A Historical and International Perspective," American Economic Review, American Economic Association, vol. 96(2), pages 200-205, May.
    25. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    26. Eichhorst, Werner & Marx, Paul, 2009. "Reforming German Labor Market Institutions: A Dual Path to Flexibility," IZA Discussion Papers 4100, Institute of Labor Economics (IZA).
    27. Edward N. Wolff & Ajit Zacharias, 2013. "Class structure and economic inequality," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 37(6), pages 1381-1406.
    28. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    29. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    30. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    31. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    32. Javier Gardeazabal & Arantza Ugidos, 2004. "More on Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 1034-1036, November.
    33. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    34. Anthony Atkinson & Thomas Piketty, 2007. "Top incomes over the twentieth century: A contrast between continental european and english-speaking countries," Post-Print halshs-00754859, HAL.
    35. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    36. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    37. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    38. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    39. Cornia, Giovanni Andrea (ed.), 2004. "Inequality, Growth, and Poverty in an Era of Liberalization and Globalization," OUP Catalogue, Oxford University Press, number 9780199271412.
    40. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    41. repec:dau:papers:123456789/10091 is not listed on IDEAS
    42. Stephan Dlugosz & Gesine Stephan & Ralf A. Wilke, 2014. "Fixing the Leak: Unemployment Incidence before and after a Major Reform of Unemployment Benefits in Germany," German Economic Review, Verein für Socialpolitik, vol. 15(3), pages 329-352, August.
    43. Sicherman, Nachum, 1991. ""Overeducation" in the Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 101-122, April.
    44. Andrea Brandolini & Alfonso Rosolia & Roberto Torrini, 2011. "The distribution of employees’ labour earnings in the European Union: Data, concepts and first results," Working Papers 198, ECINEQ, Society for the Study of Economic Inequality.
    45. Rosalia Castellano & Gennaro Punzo, 2013. "The Role of Family Background in the Heterogeneity of Self-Employment in Some Transition Countries," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 20(1), pages 79-88, April.
    46. Michela Braga & Daniele Checchi & Elena Meschi, 2013. "Educational policies in a long-run perspective [The governance and performance of universities: evidence from Europe and the U.S]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(73), pages 45-100.
    47. Rosalia Castellano & Rosalba Manna & Gennaro Punzo, 2016. "Income inequality between overlapping and stratification: a longitudinal analysis of personal earnings in France and Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 567-590, September.
    48. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    49. David Ashton & Francis Green, 1996. "Education, Training and the Global Economy," Books, Edward Elgar Publishing, number 914.
    50. Laisney, François & Beninger, Denis, 2002. "Comparison between unitary and collective models of household labor supply with taxation," ZEW Discussion Papers 02-65, ZEW - Leibniz Centre for European Economic Research.
    51. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    52. Parker,Simon C., 2006. "The Economics of Self-Employment and Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521030632, October.
    53. repec:bla:econom:v:70:y:2003:i:279:p:509-531 is not listed on IDEAS
    54. Rees, Hedley & Shah, Anup, 1986. "An Empirical Analysis of Self-employment in the U.K," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 95-108, January.
    55. Adrian Adermon & Magnus Gustavsson, 2015. "Job Polarization and Task-Biased Technological Change: Evidence from Sweden, 1975–2005," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(3), pages 878-917, July.
    56. Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881.
    57. Stephan Kampelmann & François Rycx, 2013. "The Dynamics Of Task-Biased Technological Change :The Case Of Occupations," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 56(2), pages 113-142.
    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. Antonio Garofalo & Rosalia Castellano & Massimiliano Agovino & Gennaro Punzo & Gaetano Musella, 2019. "How Far is Campania from the Best-Performing Region in Italy? A Territorial-Divide Analysis of Separate Waste Collection," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 667-688, April.
    2. Sieds, 2017. "Complete Volume LXXI n. 3 2017," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 71(3), pages 1-150, July-Sept.
    3. Tan, Xiujie & Liu, Yishuang & Dong, Hanmin & Zhang, Zhan, 2022. "The effect of carbon emission trading scheme on energy efficiency: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 506-517.
    4. Vítor João Pereira Domingues Martinho, 2019. "Social Justice: Disparities in Average Earnings across Portuguese Municipalities," Social Sciences, MDPI, vol. 8(4), pages 1-17, April.
    5. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2019. "Exploring changes in the employment structure and wage inequality in Western Europe using the unconditional quantile regression," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(2), pages 249-304, May.
    6. G. Ribes-Giner & I. Moya-Clemente & R. Cervelló-Royo & M. R. Perello-Marin, 2019. "Wellbeing indicators affecting female entrepreneurship in OECD countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 915-933, March.
    7. Rafael Barreiros Porto & Gordon Robert Foxall, 2022. "The marketing‐finance interface and national well‐being: An operant behavioral economics analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2941-2954, October.
    8. Raffaele Scuderi & Giuseppe Tesoriere & Giulio Pedrini, 2023. "Social capital and women's willingness to pay for safe water access: Evidence from African rural areas," South African Journal of Economics, Economic Society of South Africa, vol. 91(2), pages 161-185, June.
    9. Gaetano Musella & Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2019. "Evaluating waste collection management: the case of macro-areas and municipalities in Italy," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(6), pages 2857-2889, December.
    10. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2019. "The effect of environmental attitudes and policies on separate waste collection: the case of Insular Italy," Letters in Spatial and Resource Sciences, Springer, vol. 12(1), pages 63-85, April.
    11. Mariateresa Ciommi & Gennaro Punzo & Gaetano Musella & Francesco Maria Chelli & Rosalia Castellano, 2017. "A Rif Regression Approach To Evaluate Wage Changes: A Focus On Italy," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 71(3), pages 81-90, July-Sept.

    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. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2019. "Exploring changes in the employment structure and wage inequality in Western Europe using the unconditional quantile regression," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(2), pages 249-304, May.
    2. Antonio Garofalo & Rosalia Castellano & Gennaro Punzo & Gaetano Musella, 2018. "Skills and labour incomes: how unequal is Italy as part of the Southern European countries?," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1471-1500, July.
    3. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    4. Salverda, Wiemer & Checchi, Daniele, 2014. "Labour-Market Institutions and the Dispersion of Wage Earnings," IZA Discussion Papers 8220, Institute of Labor Economics (IZA).
    5. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U. S. Wage Inequality: Re-Assessing the Revisionists," Harvard Institute of Economic Research Working Papers 2095, Harvard - Institute of Economic Research.
    6. Biewen, Martin & Seckler, Matthias, 2017. "Changes in the German Wage Structure: Unions, Internationalization, Tasks, Firms, and Worker Characteristics," IZA Discussion Papers 10763, Institute of Labor Economics (IZA).
    7. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis," IZA Discussion Papers 15702, Institute of Labor Economics (IZA).
    8. Martin Biewen & Matthias Seckler, 2019. "Unions, Internationalization, Tasks, Firms, and Worker Characteristics: A Detailed Decomposition Analysis of Rising Wage Inequality in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 461-498, December.
    9. Ghosh, Pallab Kumar, 2014. "The contribution of human capital variables to changes in the wage distribution function," Labour Economics, Elsevier, vol. 28(C), pages 58-69.
    10. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    11. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
    12. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    13. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    14. Verdugo, G. & Fraisse, H. & Horny, G., 2012. "Changes In Wage Inequality In France: The Impact Of Composition Effects (in French)," Working papers 370, Banque de France.
    15. Ferreira, Francisco H. G. & Firpo, Sergio & Messina, Julián, 2017. "Ageing Poorly? Accounting for the Decline in Earnings Inequality in Brazil, 1995-2012," IZA Discussion Papers 10656, Institute for the Study of Labor (IZA).
    16. Fabián Slonimczyk, 2013. "Earnings inequality and skill mismatch in the U.S.: 1973–2002," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(2), pages 163-194, June.
    17. Baumgarten, Daniel, 2013. "Exporters and the rise in wage inequality: Evidence from German linked employer–employee data," Journal of International Economics, Elsevier, vol. 90(1), pages 201-217.
    18. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    19. Karsten Kohn & Dirk Antonczyk, 2013. "The aftermath of reunification," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(1), pages 73-110, January.
    20. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Job polarization, technological change and routinization: Evidence for Portugal," Labour Economics, Elsevier, vol. 51(C), pages 317-339.

    More about this item

    Keywords

    Wage inequality; Job polarization and upgrading; RIF-regression; Decomposition;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

    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:spr:qualqt:v:51:y:2017:i:5:d:10.1007_s11135-016-0381-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.