IDEAS home Printed from https://ideas.repec.org/a/eee/respol/v54y2025i9s0048733325001337.html

Technological change, incumbent dominance, and knowledge base evolution in multi-technology industries: A patent analysis of the global automotive sector

Author

Listed:
  • Perri, Alessandra
  • Silvestri, Daniela
  • Zirpoli, Francesco

Abstract

Traditional models of creative destruction posit that established firms often stick to their dominant technology, exhibiting resistance to change even when new technologies emerge. However, recent perspectives challenge this view, suggesting that incumbents can adapt and innovate in response to technological disruption. This paper contributes to this debate by asking, “What factors influence incumbent firms' sustained market dominance amidst technological change?” We address this question by focusing on the automotive industry — a multi-technology sector characterised by products integrating diverse technological components with varying rates of change, and where incumbents serve a central role as “systems integrators.” By analysing the patent portfolios of the top 25 automotive Original Equipment Manufacturers (OEMs) over a 30-year period (1990–2019), we provide valuable insights into innovation patterns within the automotive sector, specifically concerning the emergence of new technological fields and shifts in industry composition. Our analysis reveals that the structure and evolution of the industry's knowledge base inherently protect incumbents from new entrants, thereby explaining their dominance. This theoretical perspective, coupled with the observed transformation of the automotive industry, highlights the need to investigate whether incumbents' primacy in technological development alone could prevent a future industry shakeout in the absence of relevant investments in product and process innovation. The paper further argues that incumbent inertia amidst technological discontinuities presents a challenge for policymakers, emphasizing the potential need for regulatory intervention to accelerate the transition towards a greener automotive industry.

Suggested Citation

  • Perri, Alessandra & Silvestri, Daniela & Zirpoli, Francesco, 2025. "Technological change, incumbent dominance, and knowledge base evolution in multi-technology industries: A patent analysis of the global automotive sector," Research Policy, Elsevier, vol. 54(9).
  • Handle: RePEc:eee:respol:v:54:y:2025:i:9:s0048733325001337
    DOI: 10.1016/j.respol.2025.105304
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0048733325001337
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.respol.2025.105304?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Chuanjuan Wu & Hua Wang, 2024. "Mechanism of value co-creation in new product development - the case of China's electric vehicle industry," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 24(3), pages 250-269.
    2. Epicoco, Marianna, 2016. "Patterns of innovation and organizational demography in emerging sustainable fields: An analysis of the chemical sector," Research Policy, Elsevier, vol. 45(2), pages 427-441.
    3. Ukobitz, Desirée Valeria & Faullant, Rita, 2022. "The relative impact of isomorphic pressures on the adoption of radical technology: Evidence from 3D printing," Technovation, Elsevier, vol. 113(C).
    4. Jacobides, Michael G. & Knudsen, Thorbjorn & Augier, Mie, 2006. "Benefiting from innovation: Value creation, value appropriation and the role of industry architectures," Research Policy, Elsevier, vol. 35(8), pages 1200-1221, October.
    5. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    6. Pavitt, Keith, 1998. "Technologies, Products and Organization in the Innovating Firm: What Adam Smith Tells Us and Joseph Schumpeter Doesn't," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 7(3), pages 433-452, September.
    7. C. Antonelli & M. Calderini, 2008. "The Governance Of Knowledge Compositeness And Technological Performance: The Case Of The Automotive Industry In Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(1-2), pages 23-41.
    8. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    9. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    10. Christian Huth & Kai Wittek & Thomas S. Spengler, 2013. "OEM strategies for vertical integration in the battery value chain," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 13(1), pages 75-92.
    11. Christensen, Clayton, 1997. "Patterns in the evolution of product competition," European Management Journal, Elsevier, vol. 15(2), pages 117-127, April.
    12. Arianna Martinelli & Andrea Mina & Massimo Moggi, 2021. "The enabling technologies of industry 4.0: examining the seeds of the fourth industrial revolution [Mapping innovation dynamics in the Internet of Things domain: evidence from patent analysis]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(1), pages 161-188.
    13. Cecere, Grazia & Corrocher, Nicoletta & Gossart, Cédric & Ozman, Muge, 2014. "Technological pervasiveness and variety of innovators in Green ICT: A patent-based analysis," Research Policy, Elsevier, vol. 43(10), pages 1827-1839.
    14. Faria, Lourenço Galvão Diniz & Andersen, Maj Munch, 2017. "Sectoral patterns versus firm-level heterogeneity - The dynamics of eco-innovation strategies in the automotive sector," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 266-281.
    15. Wells, Peter & Nieuwenhuis, Paul, 2012. "Transition failure: Understanding continuity in the automotive industry," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1681-1692.
    16. Gianluca Carnabuci & Elisa Operti & Balázs Kovács, 2015. "The Categorical Imperative and Structural Reproduction: Dynamics of Technological Entry in the Semiconductor Industry," Organization Science, INFORMS, vol. 26(6), pages 1734-1751, December.
    17. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    18. Marina Flamand, 2016. "Studying strategic choices of carmakers in the development of energy storage solutions: a patent analysis," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 16(2), pages 169-192.
    19. de Rassenfosse, Gaétan & Dernis, Hélène & Guellec, Dominique & Picci, Lucio & van Pottelsberghe de la Potterie, Bruno, 2013. "The worldwide count of priority patents: A new indicator of inventive activity," Research Policy, Elsevier, vol. 42(3), pages 720-737.
    20. 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.
    21. Lee, Jaegul & Berente, Nicholas, 2013. "The era of incremental change in the technology innovation life cycle: An analysis of the automotive emission control industry," Research Policy, Elsevier, vol. 42(8), pages 1469-1481.
    22. Hakan Ozalp & J.P. Eggers & Franco Malerba, 2023. "Hitting reset: Industry evolution, generational technology cycles, and the dynamic value of firm experience," Strategic Management Journal, Wiley Blackwell, vol. 44(5), pages 1292-1327, May.
    23. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    24. Bergek, Anna & Berggren, Christian & Magnusson, Thomas & Hobday, Michael, 2013. "Technological discontinuities and the challenge for incumbent firms: Destruction, disruption or creative accumulation?," Research Policy, Elsevier, vol. 42(6), pages 1210-1224.
    25. Bjørn Asheim & Lars Coenen, 2006. "Contextualising Regional Innovation Systems in a Globalising Learning Economy: On Knowledge Bases and Institutional Frameworks," The Journal of Technology Transfer, Springer, vol. 31(1), pages 163-173, January.
    26. Murmann, Johann Peter & Frenken, Koen, 2006. "Toward a systematic framework for research on dominant designs, technological innovations, and industrial change," Research Policy, Elsevier, vol. 35(7), pages 925-952, September.
    27. Marianna Epicoco, 2016. "Patterns of innovation and organizational demography in emerging sustainable fields: An analysis of the chemical sector," Post-Print hal-03381224, HAL.
    28. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    29. Anja Schulze & John Paul MacDuffie & Florian A. Täube, 2015. "Introduction: knowledge generation and innovation diffusion in the global automotive industry—change and stability during turbulent times," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(3), pages 603-611.
    30. Eugenie Dugoua & Marion Dumas, 2024. "Coordination dynamics between fuel cell and battery technologies in the transition to clean cars," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 121(27), pages 2318605121-, July.
    31. Corrocher, Nicoletta & Malerba, Franco & Montobbio, Fabio, 2007. "Schumpeterian patterns of innovative activity in the ICT field," Research Policy, Elsevier, vol. 36(3), pages 418-432, April.
    32. Ferrucci, Edoardo, 2020. "Migration, innovation and technological diversion: German patenting after the collapse of the Soviet Union," Research Policy, Elsevier, vol. 49(9).
    33. Josh Lerner & Amit Seru, 2022. "The Use and Misuse of Patent Data: Issues for Finance and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 35(6), pages 2667-2704.
    34. Henry Lopez-Vega & Jerker Moodysson, 2023. "Digital Transformation of the Automotive Industry: An Integrating Framework to Analyse Technological Novelty and Breadth," Industry and Innovation, Taylor & Francis Journals, vol. 30(1), pages 67-102, January.
    35. Belderbos, René & Lee, Geon Ho & Mudambi, Ram & Du, Helen S. & Somers, Dieter, 2024. "When does international knowledge connectivity of global cities attract R&D investments? The role of concentrated ownership through organizational pipelines," Research Policy, Elsevier, vol. 53(9).
    36. Malerba, Franco & Orsenigo, Luigi, 2000. "Knowledge, Innovation Activities and Industrial Evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 289-313, June.
    37. Michael G. Jacobides & John Paul MacDuffie & C. Jennifer Tae, 2016. "Agency, structure, and the dominance of OEMs: Change and stability in the automotive sector," Strategic Management Journal, Wiley Blackwell, vol. 37(9), pages 1942-1967, September.
    38. De Santis, Roberto A. & Di Nino, Virginia & Furbach, Nina & Neumann, Ulla & Neves, Pedro, 2024. "Will the euro area car sector recover?," Economic Bulletin Boxes, European Central Bank, vol. 4.
    39. Adriana Marotti De Mello & Roberto Marx & Adcley Souza, 2013. "Exploring scenarios for the possibility of developing design and production competencies of electrical vehicles in Brazil," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 13(3), pages 289-314.
    40. Kim, Dong-hyu & Lee, Heejin & Kwak, Jooyoung, 2017. "Standards as a driving force that influences emerging technological trajectories in the converging world of the Internet and things: An investigation of the M2M/IoT patent network," Research Policy, Elsevier, vol. 46(7), pages 1234-1254.
    41. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    42. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    43. Hiroko Nakamura & Shinji Suzuki & Yuya Kajikawa & Masataka Osawa, 2015. "The effect of patent family information in patent citation network analysis: a comparative case study in the drivetrain domain," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(2), pages 437-452, August.
    44. Nakamura, Hiroko & Suzuki, Shinji & Sakata, Ichiro & Kajikawa, Yuya, 2015. "Knowledge combination modeling: The measurement of knowledge similarity between different technological domains," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 187-201.
    45. Nile W. Hatch & David C. Mowery, 1998. "Process Innovation and Learning by Doing in Semiconductor Manufacturing," Management Science, INFORMS, vol. 44(11-Part-1), pages 1461-1477, November.
    46. Afuah, Allan, 2004. "Does a focal firm's technology entry timing depend on the impact of the technology on co-opetitors?," Research Policy, Elsevier, vol. 33(8), pages 1231-1246, October.
    47. Jaegul Lee & Nicholas Berente, 2012. "Digital Innovation and the Division of Innovative Labor: Digital Controls in the Automotive Industry," Organization Science, INFORMS, vol. 23(5), pages 1428-1447, October.
    48. Julia Mazzei & Tommaso Rughi & Maria Enrica Virgillito, 2023. "Knowing brown and inventing green? Incremental and radical innovative activities in the automotive sector," Industry and Innovation, Taylor & Francis Journals, vol. 30(7), pages 824-863, August.
    49. Rasmus Lema & Tobias Wuttke & Primoz Konda, 2024. "The electric vehicle sector in Brazil, India, and South Africa: Are there green windows of opportunity?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(6), pages 1430-1459.
    50. Rebecca Henderson, 1993. "Underinvestment and Incompetence as Responses to Radical Innovation: Evidence from the Photolithographic Alignment Equipment Industry," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 248-270, Summer.
    51. Dechezleprêtre, Antoine & Neumayer, Eric & Perkins, Richard, 2015. "Environmental regulation and the cross-border diffusion of new technology: Evidence from automobile patents," Research Policy, Elsevier, vol. 44(1), pages 244-257.
    52. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    53. Malerba, Franco & Orsenigo, Luigi, 1997. "Technological Regimes and Sectoral Patterns of Innovative Activities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 83-117.
    54. Nelson, Richard R & Winter, Sidney G, 1982. "The Schumpeterian Tradeoff Revisited," American Economic Review, American Economic Association, vol. 72(1), pages 114-132, March.
    55. Marina Flamand, 2016. "Studying strategic choices of carmakers in the development of energy storage solutions: A patent analysis," Post-Print hal-03428563, HAL.
    56. Malerba, Franco & Orsenigo, Luigi, 1996. "Schumpeterian patterns of innovation are technology-specific," Research Policy, Elsevier, vol. 25(3), pages 451-478, May.
    57. Altenburg, Tilman & Corrocher, Nicoletta & Malerba, Franco, 2022. "China's leapfrogging in electromobility. A story of green transformation driving catch-up and competitive advantage," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    58. Melissa A. Schilling & Patricia Vidal & Robert E. Ployhart & Alexandre Marangoni, 2003. "Learning by Doing Something Else: Variation, Relatedness, and the Learning Curve," Management Science, INFORMS, vol. 49(1), pages 39-56, January.
    59. Helper, Susan, 1991. "Strategy and Irreversibility in Supplier Relations: The Case of the U.S. Automobile Industry," Business History Review, Cambridge University Press, vol. 65(4), pages 781-824, January.
    60. Abernathy, William J. & Clark, Kim B., 1985. "Innovation: Mapping the winds of creative destruction," Research Policy, Elsevier, vol. 14(1), pages 3-22, February.
    61. Whitford, Josh, 2005. "The New Old Economy: Networks, Institutions, and the Organizational Transformation of American Manufacturing," OUP Catalogue, Oxford University Press, number 9780199286010.
    62. Akira Takeishi, 2001. "Bridging inter‐ and intra‐firm boundaries: management of supplier involvement in automobile product development," Strategic Management Journal, Wiley Blackwell, vol. 22(5), pages 403-433, May.
    63. Sai Yayavaram & Wei-Ru Chen, 2015. "Changes in firm knowledge couplings and firm innovation performance: The moderating role of technological complexity," Strategic Management Journal, Wiley Blackwell, vol. 36(3), pages 377-396, March.
    64. Juan Alcácer & Minyuan Zhao, 2012. "Local R&D Strategies and Multilocation Firms: The Role of Internal Linkages," Management Science, INFORMS, vol. 58(4), pages 734-753, April.
    65. Dugoua, Eugenie & Dumas, Marion, 2024. "Coordination dynamics between fuel cell and battery technologies in the transition to clean cars," LSE Research Online Documents on Economics 124029, London School of Economics and Political Science, LSE Library.
    Full references (including those not matched with items 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. Alessandra Perri & Daniela Silvestri & Francesco Zirpoli, 2019. "Technology evolution in the global automotive industry: a patent-based analysis," Working Papers 04, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    2. Bergek, Anna & Berggren, Christian & Magnusson, Thomas & Hobday, Michael, 2013. "Technological discontinuities and the challenge for incumbent firms: Destruction, disruption or creative accumulation?," Research Policy, Elsevier, vol. 42(6), pages 1210-1224.
    3. Patricia Laurens & Christian Le Bas & Stéphane Lhuillery & Antoine Schoen, 2017. "The determinants of cleaner energy innovations of the world’s largest firms: the impact of firm learning and knowledge capital," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(4), pages 311-333, May.
    4. Kim, Young-Choon & Kotha, Reddi & Rhee, Mooweon, 2024. "Do firms with technological capabilities rush in? Evidence from the timing of licensing of Stanford inventions," Journal of Business Research, Elsevier, vol. 178(C).
    5. Fang Wang & Zhaoyuan Xu & Xiaoyong Dai, 2023. "Is learning by exporting technology specific? Evidence from Chinese firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(2), pages 275-304, February.
    6. Roberto Fontana & Alessandro Nuvolari & Hiroshi Shimizu & Andrea Vezzulli, 2013. "Schumpeterian Patterns of Innovation and the Sources of Breakthrough Inventions: Evidence from a Data-set of R&D Awards," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 313-340, Springer.
    7. Hurmelinna-Laukkanen, Pia & Yang, Jialei, 2022. "Distinguishing between appropriability and appropriation: A systematic review and a renewed conceptual framing," Research Policy, Elsevier, vol. 51(1).
    8. Shi, Xianwei & Liang, Xingkun & Luo, Yining, 2023. "Unpacking the intellectual structure of ecosystem research in innovation studies," Research Policy, Elsevier, vol. 52(6).
    9. Powell, Walter W. & Giannella, Eric, 2010. "Collective Invention and Inventor Networks," 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 575-605, Elsevier.
    10. 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.
    11. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.
    12. 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.
    13. Lee, Jeongwon & Hwang, Junseok & Kim, Hana, 2022. "Different government support effects on emerging and mature ICT sectors," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    14. Faria, Lourenço Galvão Diniz & Andersen, Maj Munch, 2017. "Sectoral patterns versus firm-level heterogeneity - The dynamics of eco-innovation strategies in the automotive sector," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 266-281.
    15. de Jong, Jeroen P.J. & Marsili, Orietta, 2006. "The fruit flies of innovations: A taxonomy of innovative small firms," Research Policy, Elsevier, vol. 35(2), pages 213-229, March.
    16. Epicoco, Marianna, 2016. "Patterns of innovation and organizational demography in emerging sustainable fields: An analysis of the chemical sector," Research Policy, Elsevier, vol. 45(2), pages 427-441.
    17. Marianna Epicoco, 2016. "Patterns of innovation and organizational demography in emerging sustainable fields: An analysis of the chemical sector," Post-Print hal-03381224, HAL.
    18. 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.
    19. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    20. Christensen, Jens Froslev & Olesen, Michael Holm & Kjaer, Jonas Sorth, 2005. "The industrial dynamics of Open Innovation--Evidence from the transformation of consumer electronics," Research Policy, Elsevier, vol. 34(10), pages 1533-1549, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    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:eee:respol:v:54:y:2025:i:9:s0048733325001337. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/respol .

    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.