IDEAS home Printed from https://ideas.repec.org/p/urb/wpaper/21_01.html
   My bibliography  Save this paper

The Sectoral Innovation Database, 1994-2016.Methodological Notes

Author

Listed:
  • Mario Pianta

    (Scuola Normale Superiore, Florence)

  • Andrea Coveri

    (Department of Economics, Society & Politics, Università di Urbino Carlo Bo)

  • Jelena Reljic

    (Sapienza Università di Roma)

Abstract

The Sectoral Innovation Database (SID) has been developed at the University of Urbino over the last 20 years and combines several major sources of industry-level data, shedding light on the dynamics of structural change, the nature and impact of innovation, the internationalisation of production, the evolution of the quantity and quality of employment, income distribution patterns and the role of digitalization. The database covers six major European countries – France, Germany, Italy, the Netherlands, Spain and the United Kingdom (representing 75% of EU28’s GDP) – from 1994 to 2016, considering six time periods corresponding to upswings and downswings of business cycles. The first version of the SID provides data for 21 manufacturing and 17 service sectors for two-digit NACE Rev. 1 classes. As statistical surveys have moved to the twodigit NACE Rev. 2 classification, a second version of the Sectoral Innovation Database was produced, providing data for 18 manufacturing and 23 service sectors for two-digit NACE Rev. 2 classes. Major sources of data include the Community Innovation Surveys provided by Eurostat, the OECD’s STAN database, the WIOD database, the Eurostat’s EU Labour Force Surveys, and the EU KLEMS data on digitalization. The integrated information provided by the Sectoral Innovation Database offers a comprehensive view of industries’ dynamics in Europe and allows for an in-depth investigation of key research questions related to technological change, economic performance, international production, income distribution and employment.

Suggested Citation

  • Mario Pianta & Andrea Coveri & Jelena Reljic, 2021. "The Sectoral Innovation Database, 1994-2016.Methodological Notes," Working Papers 2101, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2021.
    • Handle: RePEc:urb:wpaper:21_01
    as

    Download full text from publisher

    File URL: http://www.econ.uniurb.it/RePEc/urb/wpaper/WP_21_01.pdf
    File Function: First version, 2021
    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. Francesco Bogliacino & Matteo Lucchese & Leopoldo Nascia & Mario Pianta, 2017. "Modeling the virtuous circle of innovation. A test on Italian firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(3), pages 467-484.
    3. Feenstra, Robert C. & Gopinath, Munisamy, 2010. "Chapter 7: The Gains From International Trade Under Monopolistic Competition," 2010: Trade in Agriculture: Much Done, So Much More to Do, December 2010, Berkeley, California 184023, International Agricultural Trade Research Consortium.
    4. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    5. Boris Pleskovic & Joseph E. Stiglitz, 2000. "Annual World Bank Conference on Development Economics 1999," World Bank Publications - Books, The World Bank Group, number 13839, December.
    6. Franco Malerba, 2005. "Sectoral systems of innovation: a framework for linking innovation to the knowledge base, structure and dynamics of sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 63-82.
    7. Dario Guarascio & Mario Pianta & Matteo Lucchese & Francesco Bogliacino, 2015. "Business cycles, technology and exports," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 32(2), pages 167-200, August.
    8. Alexander Guschanski & Özlem Onaran, 2016. "The political economy of income distribution: industry level evidence from Austria," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 156, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    9. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
    10. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    11. Burstein, Ariel & Kurz, Christopher & Tesar, Linda, 2008. "Trade, production sharing, and the international transmission of business cycles," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 775-795, May.
    12. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    13. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    14. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    15. Valeria Cirillo, 2017. "Technology, employment and skills," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(8), pages 734-754, November.
    16. Freeman, Chris & Louca, Francisco, 2002. "As Time Goes By: From the Industrial Revolutions to the Information Revolution," OUP Catalogue, Oxford University Press, number 9780199251056.
    17. Alexander Guschanski & Özlem Onaran, 2018. "Determinants of the Wage Share: A Cross-country Comparison Using Sectoral Data," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 19(02), pages 44-54, July.
    18. 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.
    19. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    20. Robert C. Feenstra, 2010. "Measuring the gains from trade under monopolistic competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(1), pages 1-28, February.
    21. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    22. Bogliacino, Francesco & Pianta, Mario, 2010. "Innovation and Employment: a Reinvestigation using Revised Pavitt classes," Research Policy, Elsevier, vol. 39(6), pages 799-809, July.
    23. Julian di Giovanni & Andrei A. Levchenko, 2012. "Country Size, International Trade, and Aggregate Fluctuations in Granular Economies," Journal of Political Economy, University of Chicago Press, vol. 120(6), pages 1083-1132.
    24. Malerba, Franco & Orsenigo, Luigi, 1996. "Schumpeterian patterns of innovation are technology-specific," Research Policy, Elsevier, vol. 25(3), pages 451-478, May.
    25. Flavio Calvino & Chiara Criscuolo & Luca Marcolin & Mariagrazia Squicciarini, 2018. "A taxonomy of digital intensive sectors," OECD Science, Technology and Industry Working Papers 2018/14, OECD Publishing.
    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. Mario Pianta & Jelena Reljic, 2022. "The good jobs-high innovation virtuous circle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 783-811, October.
    2. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    3. Pianta, Mario & Reljic, Jelena, 2021. "Employment quality, economic performance and wages in Europe. Exploring the virtuous circle," MPRA Paper 109797, University Library of Munich, Germany.

    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. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    2. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    3. Dario Guarascio & Mario Pianta & Matteo Lucchese & Francesco Bogliacino, 2015. "Business cycles, technology and exports," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 32(2), pages 167-200, August.
    4. Jelena Reljic & Rinaldo Evangelista & Mario Pianta, 2019. "Digital technologies, employment and skills," LEM Papers Series 2019/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    5. Alessandro Nuvolari & Emanuele Russo, 2019. "Technical progress and structural change: a long-term view," LEM Papers Series 2019/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Dario Guarascio & Mario Pianta & Francesco Bogliacino, 2017. "Export, R&D and New Products: A Model and a Test on European Industries," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 393-432, Springer.
    7. Liu, Xiaohui & Hodgkinson, Ian R. & Chuang, Fu-Mei, 2014. "Foreign competition, domestic knowledge base and innovation activities: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 43(2), pages 414-422.
    8. Mario Pianta, 2018. "Technology and Employment: Twelve Stylised Facts for the Digital Age," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 61(2), pages 189-225, June.
    9. Bramucci, Alessandro & Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario, 2021. "Offshoring, industry heterogeneity and employment11This paper is the research outcome of two projects: the ISIGrowth project on Innovation-fuelled, Sustainable, Inclusive Growth funded by the European," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 400-411.
    10. Matteo Lucchese, 2011. "Innovation, demand and structural change in Europe," Working Papers 1109, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2011.
    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. Thomas Brenner & Matthias Duschl, 2015. "Causal dynamic effects in regional systems of technological activities: a SVAR approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 103-130, October.
    13. Montresor, Sandro & Vezzani, Antonio, 2015. "The production function of top R&D investors: Accounting for size and sector heterogeneity with quantile estimations," Research Policy, Elsevier, vol. 44(2), pages 381-393.
    14. 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.
    15. Franco Malerba & Fabio Montobbio, 2000. "Knowledge Flows, Structure of Innovative Activity and International Specialization," KITeS Working Papers 119, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2000.
    16. 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.
    17. Marie-Claude BELIS-BERGOUIGNAN, 2009. "An evolutionist analysis of sectoral dynamics (In French)," Cahiers du GREThA (2007-2019) 2009-18, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    18. Lorenzo Cresti & Maria Enrica Virgillito, 2022. "Strategic sectors and essential jobs: a new taxonomy based on employment multipliers," LEM Papers Series 2022/23, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    19. Cresti, Lorenzo & Dosi, Giovanni & Fagiolo, Giorgio, 2023. "Technological interdependencies and employment changes in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 41-57.
    20. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.

    More about this item

    Keywords

    Innovation; Industries; Databases; Demand; Offshoring; Labour market;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J51 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Trade Unions: Objectives, Structure, and Effects
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • 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:urb:wpaper:21_01. 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: Carmela Nicoletti (email available below). General contact details of provider: https://edirc.repec.org/data/feurbit.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.