IDEAS home Printed from https://ideas.repec.org/p/ing/wpaper/201501.html
   My bibliography  Save this paper

A Taxonomy of Multi-Industry Labour Force Skills

Author

Listed:
  • Consoli,Davide
  • Rentocchini,Francesco

Abstract

This paper proposes an empirical study of the skill repertoires of 290 sectors in the United States over the period 2002-2011. We use information on employment structures and job content of occupations to flesh out structural characteristics of industry-specific know-how. The exercise of mapping the skills structures embedded in the workforce yields a taxonomy that discloses novel nuances on the organization of industry. In so doing we also take an initial step towards the integration of labour and employment in the area of innovation studies.

Suggested Citation

  • Consoli,Davide & Rentocchini,Francesco, 2015. "A Taxonomy of Multi-Industry Labour Force Skills," INGENIO (CSIC-UPV) Working Paper Series 201501, INGENIO (CSIC-UPV).
  • Handle: RePEc:ing:wpaper:201501
    as

    Download full text from publisher

    File URL: https://www2.ingenio.upv.es/sites/default/files/working-paper/2015-01.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    2. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    3. Jackie Krafft & Francesco Quatraro & Pier Paolo Saviotti, 2011. "The knowledge-base evolution in biotechnology: a social network analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 445-475.
    4. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    5. Metcalfe, J S, 2001. "Institutions and Progress," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 561-586, September.
    6. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    7. repec:hal:spmain:info:hdl:2441/2ajduu0gqt9ho8h2tavbin6ops is not listed on IDEAS
    8. J. Stan Metcalfe & John Foster & Ronnie Ramlogan, 2006. "Adaptive economic growth," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 30(1), pages 7-32, January.
    9. Michael Peneder, 2003. "Industry Classifications: Aim, Scope and Techniques," Journal of Industry, Competition and Trade, Springer, vol. 3(1), pages 109-129, March.
    10. Carlsson, Bo & Jacobsson, Staffan & Holmen, Magnus & Rickne, Annika, 2002. "Innovation systems: analytical and methodological issues," Research Policy, Elsevier, vol. 31(2), pages 233-245, February.
    11. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    12. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    13. Davide Consoli & Dioni Elche, 2013. "The evolving knowledge base of professional service sectors," Journal of Evolutionary Economics, Springer, vol. 23(2), pages 477-501, April.
    14. Charles Edquist & Leif Hommen & Maureen McKelvey, 2001. "Innovation and Employment," Books, Edward Elgar Publishing, number 2138.
    15. Peneder, Michael, 2010. "Technological regimes and the variety of innovation behaviour: Creating integrated taxonomies of firms and sectors," Research Policy, Elsevier, vol. 39(3), pages 323-334, April.
    16. Howell, David R & Wolff, Edward N, 1992. "Technical Change and the Demand for Skills by U.S. Industries," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 16(2), pages 127-146, June.
    17. Vona, Francesco & Consoli, Davide, 2009. "Innovation, human capital and earning distribution: towards a dynamic life-cycle approach," MPRA Paper 13032, University Library of Munich, Germany.
    18. Oded Galor & Omer Moav, 2000. "Ability-Biased Technological Transition, Wage Inequality, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 469-497.
    19. Francesco Vona & Davide Consoli, 2015. "Innovation and skill dynamics: a life-cycle approach," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(6), pages 1393-1415.
    20. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    21. Davide Consoli & Francesco Vona & Francesco Rentocchini, 2016. "That was then, this is now: skills and routinization in the 2000s," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 847-866.
    22. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    23. David, P.A., 2000. "Understanding Digital Technology's Evolution and the Path of Measured Productivity Growth: Present and Future in the Mirror of the Past," Papers 99-011, United Nations World Employment Programme-.
    24. Paul Geroski & Steve Machin & John Van Reenen, 1993. "The Profitability of Innovating Firms," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 198-211, Summer.
    25. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    26. repec:hal:spmain:info:hdl:2441/eu4vqp9ompqllr09iak49cp9p is not listed on IDEAS
    27. Oldenski, Lindsay, 2012. "Export Versus FDI and the Communication of Complex Information," Journal of International Economics, Elsevier, vol. 87(2), pages 312-322.
    28. Giuri, Paola & Ploner, Matteo & Rullani, Francesco & Torrisi, Salvatore, 2010. "Skills, division of labor and performance in collective inventions: Evidence from open source software," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 54-68, January.
    29. repec:spo:wpmain:info:hdl:2441/eu4vqp9ompqllr09iak49cp9p is not listed on IDEAS
    30. Richard Baldwin, 2011. "Trade And Industrialisation After Globalisation's 2nd Unbundling: How Building And Joining A Supply Chain Are Different And Why It Matters," NBER Working Papers 17716, National Bureau of Economic Research, Inc.
    31. Fagerberg, Jan & Mowery, David C. & Nelson, Richard R. (ed.), 2006. "The Oxford Handbook of Innovation," OUP Catalogue, Oxford University Press, number 9780199286805.
    32. Amable, Bruno, 2003. "The Diversity of Modern Capitalism," OUP Catalogue, Oxford University Press, number 9780199261147.
    33. Solomon Fabricant, 1972. "Supplement to NBER Report Ten," NBER Books, National Bureau of Economic Research, Inc, number fabr71-2.
    34. Frank Neffke & Martin Svensson Henning, 2009. "Skill-relatedness and firm diversification," Papers on Economics and Evolution 2009-06, Philipps University Marburg, Department of Geography, revised Oct 2010.
    35. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    36. Wolff, Edward N., 2006. "Does Education Really Help?: Skill, Work, and Inequality," OUP Catalogue, Oxford University Press, number 9780195189964.
    37. Castellacci, Fulvio & Archibugi, Daniele, 2008. "The technology clubs: The distribution of knowledge across nations," Research Policy, Elsevier, vol. 37(10), pages 1659-1673, December.
    38. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    39. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    40. Cristiano Antonelli, 2006. "The Business Governance of Localized Knowledge: An Information Economics Approach for the Economics of Knowledge," Industry and Innovation, Taylor & Francis Journals, vol. 13(3), pages 227-261.
    41. Consoli, Davide & Elche-Hortelano, Dioni, 2010. "Variety in the knowledge base of Knowledge Intensive Business Services," Research Policy, Elsevier, vol. 39(10), pages 1303-1310, December.
    42. Franco Malerba & Fabio Montobbio, 2003. "Exploring factors affecting international technological specialization: the role of knowledge flows and the structure of innovative activity," Journal of Evolutionary Economics, Springer, vol. 13(4), pages 411-434, October.
    43. Toke Reichstein & Ammon Salter, 2006. "Investigating the sources of process innovation among UK manufacturing firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(4), pages 653-682, August.
    44. Solomon Fabricant, 1972. "Productivity in the Tertiary Sector," NBER Chapters, in: Supplement to NBER Report Ten, National Bureau of Economic Research, Inc.
    45. Evangelista, Rinaldo & Perani, Giulio & Rapiti, Fabio & Archibugi, Daniele, 1997. "Nature and impact of innovation in manufacturing industry: some evidence from the Italian innovation survey," Research Policy, Elsevier, vol. 26(4-5), pages 521-536, December.
    46. Godin, Benoit, 2004. "The obsession for competitiveness and its impact on statistics: the construction of high-technology indicators," Research Policy, Elsevier, vol. 33(8), pages 1217-1229, October.
    47. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2002. "Corporate growth and industrial structures: some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 705-723, August.
    48. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    49. Leiponen, Aija & Drejer, Ina, 2007. "What exactly are technological regimes?: Intra-industry heterogeneity in the organization of innovation activities," Research Policy, Elsevier, vol. 36(8), pages 1221-1238, October.
    50. Antonelli, Cristiano, 2006. "The Economics of University: a Knowledge Governance Approach," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 200602, University of Turin.
    51. Martin Srholec & Bart Verspagen, 2012. "The Voyage of the Beagle into innovation: explorations on heterogeneity, selection, and sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1221-1253, October.
    52. Cowan, Robin & David, Paul A & Foray, Dominique, 2000. "The Explicit Economics of Knowledge Codification and Tacitness," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 211-253, June.
    53. Daniele Archibugi, 2001. "Pavitt'S Taxonomy Sixteen Years On: A Review Article," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 415-425.
    54. Mowery,David C. & Nelson,Richard R. (ed.), 1999. "Sources of Industrial Leadership," Cambridge Books, Cambridge University Press, number 9780521645201, October.
    55. Fulvio Castellacci, 2007. "Technological regimes and sectoral differences in productivity growth ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1105-1145, December.
    56. Michael Peneder, 2007. "A sectoral taxonomy of educational intensity," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(3), pages 189-212, July.
    57. Bartel, Ann P & Lichtenberg, Frank R, 1987. "The Comparative Advantage of Educated Workers in Implementing New Technology," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 1-11, February.
    58. Richardson, G B, 1972. "The Organisation of Industry," Economic Journal, Royal Economic Society, vol. 82(327), pages 883-896, September.
    59. van Dijk, Machiel, 2000. "Technological Regimes and Industrial Dynamics: The Evidence from Dutch Manufacturing," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 173-194, June.
    60. Marco Vivarelli, 1995. "The Economics of Technology and Employment," Books, Edward Elgar Publishing, number 458.
    61. Allan P. O. Williams, 2006. "Leadership in Change," Palgrave Macmillan Books, in: The Rise of Cass Business School, chapter 15, pages 200-220, Palgrave Macmillan.
    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. Consoli, Davide & Marin, Giovanni & Marzucchi, Alberto & Vona, Francesco, 2016. "Do green jobs differ from non-green jobs in terms of skills and human capital?," Research Policy, Elsevier, vol. 45(5), pages 1046-1060.
    2. Gianluca Orsatti & François Perruchas & Davide Consoli & Francesco Quatraro, 2020. "Public Procurement, Local Labor Markets and Green Technological Change. Evidence from US Commuting Zones," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 711-739, April.
    3. Andrea Filippetti & Frederick Guy, 2016. "Risk-taking, skill diversity, and the quality of human capital: how insurance affects innovation," Papers in Evolutionary Economic Geography (PEEG) 1625, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2016.
    4. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    5. Armanda Cetrulo & Dario Guarascio & Maria Enrica Virgillito, 2020. "Anatomy of the Italian occupational structure: concentrated power and distributed knowledge," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(6), pages 1345-1379.
    6. Agnieszka Chlon-Dominczak & Andrzej Zurawski, 2017. "Measuring skills mismatches revisited – introducing sectoral approach," IBS Working Papers 03/2017, Instytut Badan Strukturalnych.
    7. Marin, Giovanni & Vona, Francesco, 2019. "Climate policies and skill-biased employment dynamics: Evidence from EU countries," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    8. Pantic-Dragisic, Svjetlana & Söderlund, Jonas, 2020. "Swift transition and knowledge cycling: Key capabilities for successful technical and engineering consulting?," Research Policy, Elsevier, vol. 49(1).
    9. repec:hal:spmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    10. repec:spo:wpmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    11. Barbieri, Nicolò & Consoli, Davide, 2019. "Regional diversification and green employment in US metropolitan areas," Research Policy, Elsevier, vol. 48(3), pages 693-705.
    12. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Understanding productivity dynamics: A task taxonomy approach," Research Policy, Elsevier, vol. 47(1), pages 289-304.
    13. Marco Capasso & Marina Rybalka, 2022. "Innovation Pattern Heterogeneity: Data-Driven Retrieval of Firms’ Approaches to Innovation," Businesses, MDPI, vol. 2(1), pages 1-28, March.
    14. Filippetti, Andrea & Guy, Frederick, 2020. "Labor market regulation, the diversity of knowledge and skill, and national innovation performance," Research Policy, Elsevier, vol. 49(1).
    15. Pollio, Chiara & Landini, Fabio & Prodi, Elena & Arrighetti, Alessandro, 2023. "Does Temporary Employment undermine the Quality of Permanent Jobs?," GLO Discussion Paper Series 1273, Global Labor Organization (GLO).
    16. Fabrizio Fusillo & Davide Consoli & Francesco Quatraro, 2022. "Resilience, Skill Endowment, and Diversity: Evidence from US Metropolitan Areas," Economic Geography, Taylor & Francis Journals, vol. 98(2), pages 170-196, March.
    17. Lo Turco, Alessia & Maggioni, Daniela, 2022. "The knowledge and skill content of production complexity," Research Policy, Elsevier, vol. 51(8).
    18. Mazzanti, Massimiliano & Rizzo, Ugo, 2017. "Diversely moving towards a green economy: Techno-organisational decarbonisation trajectories and environmental policy in EU sectors," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 111-116.
    19. Jarosław Kaczmarek & Konrad Kolegowicz & Wojciech Szymla, 2022. "Restructuring of the Coal Mining Industry and the Challenges of Energy Transition in Poland (1990–2020)," Energies, MDPI, vol. 15(10), pages 1-48, May.
    20. repec:spo:wpmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS

    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. Davide Consoli & Dioni Elche, 2013. "The evolving knowledge base of professional service sectors," Journal of Evolutionary Economics, Springer, vol. 23(2), pages 477-501, April.
    2. Consoli,Davide & Elche,Dioni, 2014. "An analysis of the knowledge base of Scientific Research & Development Business Services," INGENIO (CSIC-UPV) Working Paper Series 201401, INGENIO (CSIC-UPV).
    3. Fulvio Castellacci, 2007. "Technological regimes and sectoral differences in productivity growth ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1105-1145, December.
    4. Alp Eren Yurtseven & Mehmet Teoman Pamukçu, 2022. "Innovation patterns in firms and intra-industry heterogeneity empirical evidence from Turkey," Evolutionary and Institutional Economics Review, Springer, vol. 19(2), pages 645-679, September.
    5. Consoli, Davide & Elche-Hortelano, Dioni, 2010. "Variety in the knowledge base of Knowledge Intensive Business Services," Research Policy, Elsevier, vol. 39(10), pages 1303-1310, December.
    6. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    7. Roberto Fontana & Arianna Martinelli & Alessandro Nuvolari, 2021. "Regimes reloaded! A reappraisal of Schumpeterian patterns of innovation, 1977–2011," Journal of Evolutionary Economics, Springer, vol. 31(5), pages 1495-1519, November.
    8. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Understanding productivity dynamics: A task taxonomy approach," Research Policy, Elsevier, vol. 47(1), pages 289-304.
    9. Chang, Yuan-Chieh & Chen, Min-Nan, 2016. "Service regime and innovation clusters: An empirical study from service firms in Taiwan," Research Policy, Elsevier, vol. 45(9), pages 1845-1857.
    10. Davide Consoli & Francesco Vona & Francesco Rentocchini, 2016. "That was then, this is now: skills and routinization in the 2000s," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 847-866.
    11. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    12. Attila Havas, 2016. "Social and Business Innovations: Are Common Measurement Approaches Possible?," Foresight-Russia Форсайт, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 10(2 (eng)), pages 58-80.
    13. Messaoud Zouikri & Mounir Amdaoud, 2018. "Compétences externes et innovation: le cas des firmes de l'industrie manufacturière algérienne," EconomiX Working Papers 2018-37, University of Paris Nanterre, EconomiX.
    14. Muscio, Alessandro & Nardone, Gianluca & Stasi, Antonio, 2012. "Perceived Technological Regimes: An Empirical Analysis of the Apulian Wine Industry," 2012 International European Forum, February 13-17, 2012, Innsbruck-Igls, Austria 144969, International European Forum on System Dynamics and Innovation in Food Networks.
    15. Herstad, Sverre J. & Aslesen, Heidi Wiig & Ebersberger, Bernd, 2014. "On industrial knowledge bases, commercial opportunities and global innovation network linkages," Research Policy, Elsevier, vol. 43(3), pages 495-504.
    16. Fulvio Castellacci & Jinghai Zheng, 2010. "Technological regimes, Schumpeterian patterns of innovation and firm-level productivity growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1829-1865, December.
    17. Jan de Kok & O Som & P Neuhäusler, 2014. "The impact of the 2008 financial crisis on European enterprises: the role of innovation systems," Scales Research Reports H201411, EIM Business and Policy Research.
    18. Havas, Attila, 2016. "Recent economic theorising on innovation: Lessons for analysing social innovation," MPRA Paper 77385, University Library of Munich, Germany.
    19. Havas, Attila, 2014. "Types of knowledge and diversity of business-academia collaborations: Implications for measurement and policy," MPRA Paper 65908, University Library of Munich, Germany, revised 23 May 2015.
    20. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.

    More about this item

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • L0 - Industrial Organization - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ing:wpaper:201501. 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: Ester Planells (email available below). General contact details of provider: https://edirc.repec.org/data/ingenes.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.