IDEAS home Printed from https://ideas.repec.org/a/spr/epolin/v50y2023i1d10.1007_s40812-022-00247-9.html
   My bibliography  Save this article

The virtues and limits of specialization in global value chains: analysis and policy implications

Author

Listed:
  • Andrea Coveri

    (University of Urbino “Carlo Bo”)

  • Antonello Zanfei

    (University of Urbino “Carlo Bo”)

Abstract

A growing concern has emerged in both academic research and policy circles about the hidden risks that can arise from a narrow specialization of economies in a world characterized by the international fragmentation of production. In this work, we address the virtues and limits of specialization in light of the strong interdependencies between countries induced by the emergence and evolution of global value chains (GVCs). The need to shift the focus from the product level to the functional level is discussed from both a conceptual and empirical perspective. Moreover, several arguments are advanced in favour of functional diversification. It is argued that economies performing a relatively large range of value adding activities are in a better position to foster process and product innovation and increase the resilience of the productive structure in face of both domestic and external shocks. Accordingly, we provide a stronger conceptual basis for industrial policies aimed to address the vulnerability of GVCs in times of major disruptive events. We stress that responding to these shocks implies a careful definition of the geographical boundaries of international production networks, substantial investments in strategic activities at the national and macro-regional levels, as well as a more selective sourcing of inputs and knowledge assets on a global scale.

Suggested Citation

  • Andrea Coveri & Antonello Zanfei, 2023. "The virtues and limits of specialization in global value chains: analysis and policy implications," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 73-90, March.
  • Handle: RePEc:spr:epolin:v:50:y:2023:i:1:d:10.1007_s40812-022-00247-9
    DOI: 10.1007/s40812-022-00247-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40812-022-00247-9
    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/s40812-022-00247-9?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. Silvia Rocchetta & Andrea Mina, 2019. "Technological coherence and the adaptive resilience of regional economies," Regional Studies, Taylor & Francis Journals, vol. 53(10), pages 1421-1434, October.
    2. Jyrki Ali-Yrkkö & Petri Rouvinen, 2015. "Slicing Up Global Value Chains: a Micro View," Journal of Industry, Competition and Trade, Springer, vol. 15(1), pages 69-85, March.
    3. Peter J. Buckley & Roger Strange & Marcel P. Timmer & Gaaitzen J. de Vries, 2020. "Catching-up in the global factory: Analysis and policy implications," Journal of International Business Policy, Palgrave Macmillan, vol. 3(2), pages 79-106, June.
    4. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    5. Prebisch, Raúl, 1950. "The economic development of Latin America and its principal problems," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 29973, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    6. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    7. Davide Castellani & Katiuscia Lavoratori, 2020. "The lab and the plant: Offshore R&D and co-location with production activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(1), pages 121-137, February.
    8. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    9. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    10. Cédric Durand & Wiliiam Milberg, 2020. "Intellectual monopoly in global value chains," Review of International Political Economy, Taylor & Francis Journals, vol. 27(2), pages 404-429, March.
    11. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    12. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    13. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    14. Ismail Gölgeci & Harun Emre Yildiz & Ulf Andersson, . "The rising tensions between efficiency and resilience in global value chains in the post-COVID-19 world," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    15. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    16. Giulio Buciuni & Vladi Finotto, 2016. "Innovation in Global Value Chains: Co-location of Production and Development in Italian Low-Tech Industries," Regional Studies, Taylor & Francis Journals, vol. 50(12), pages 2010-2023, December.
    17. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    18. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    19. Bo Meng & Ming Ye & Shang‐Jin Wei, 2020. "Measuring Smile Curves in Global Value Chains," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 988-1016, October.
    20. Davide Castellani & Maria Mancusi & Grazia Santangelo & Antonello Zanfei, 2015. "Exploring the links between offshoring and innovation," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(1), pages 1-7, March.
    21. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
    22. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426.
    23. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    24. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," 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 381-410, Elsevier.
    25. Dosi, Giovanni & Riccio, Federico & Virgillito, Maria Enrica, 2021. "Varieties of deindustrialization and patterns of diversification: why microchips are not potato chips," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 182-202.
    26. Buciuni, Giulio & Pisano, Gary, 2021. "Variety of Innovation in Global Value Chains," Journal of World Business, Elsevier, vol. 56(2).
    27. Mikko Ketokivi & Jyrki Ali‐Yrkkö, 2009. "Unbundling R&D and Manufacturing: Postindustrial Myth or Economic Reality?," Review of Policy Research, Policy Studies Organization, vol. 26(1‐2), pages 35-54, January.
    28. Ambos, Björn & Brandl, Kristin & Perri, Alessandra & Scalera, Vittoria G. & Van Assche, Ari, 2021. "The nature of innovation in global value chains," Journal of World Business, Elsevier, vol. 56(4).
    29. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    30. Rungi, Armando & Del Prete, Davide, 2018. "The smile curve at the firm level: Where value is added along supply chains," Economics Letters, Elsevier, vol. 164(C), pages 38-42.
    31. Andrea Coveri & Claudio Cozza & Leopoldo Nascia & Antonello Zanfei, 2020. "Supply chain contagion and the role of industrial policy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 467-482, September.
    32. Antonello Zanfei & Andrea Coveri & Mario Pianta, 2019. "FDI Patterns and Global Value Chains in the Digital Economy," Working Papers 1903, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    33. Berger, Suzanne with the MIT Task Force on Production in the Innovation Economy, 2013. "Making in America: From Innovation to Market," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262019914, April.
    34. Olivier Cattaneo & Gary Gereffi & Cornelia Staritz, 2010. "Global Value Chains in a Postcrisis World : A Development Perspective," World Bank Publications - Books, The World Bank Group, number 2509.
    35. David Bailey & Lisa De Propris, 2014. "Editor's choice Manufacturing reshoring and its limits: the UK automotive case," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 7(3), pages 379-395.
    36. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    37. Richard E. Baldwin & Simon J. Evenett, 2015. "Value Creation And Trade In 21st Century Manufacturing," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 31-50, January.
    38. Erica Fuchs & Randolph Kirchain, 2010. "Design for Location? The Impact of Manufacturing Offshore on Technology Competitiveness in the Optoelectronics Industry," Management Science, INFORMS, vol. 56(12), pages 2323-2349, December.
    39. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    40. Roger Strange, 2020. "The 2020 Covid-19 pandemic and global value chains," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 455-465, September.
    41. Namchul Shin & Kenneth L. Kraemer & Jason Dedrick, 2012. "Value Capture in the Global Electronics Industry: Empirical Evidence for the “Smiling Curve” Concept," Industry and Innovation, Taylor & Francis Journals, vol. 19(2), pages 89-107, February.
    42. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    43. Mercedes Delgado, 2020. "The co-location of innovation and production in clusters," Industry and Innovation, Taylor & Francis Journals, vol. 27(8), pages 842-870, September.
    44. Jason Dedrick & Kenneth L. Kraemer & Greg Linden, 2010. "Who profits from innovation in global value chains? A study of the iPod and notebook PCs," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(1), pages 81-116, February.
    45. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    46. Dan Breznitz & Peter Cowhey, 2012. "America's Two Systems of Innovation: Innovation for Production in Fostering U.S. Growth," Innovations: Technology, Governance, Globalization, MIT Press, vol. 7(3), pages 127-154, July.
    47. Juan Alcácer & Mercedes Delgado, 2016. "Spatial Organization of Firms and Location Choices Through the Value Chain," Management Science, INFORMS, vol. 62(11), pages 3213-3234, November.
    48. Gaaitzen de Vries & Aobo Jiang & Oscar Lemmers & Shang‐Jin Wei, 2021. "Firm productivity and functional specialisation," The World Economy, Wiley Blackwell, vol. 44(5), pages 1232-1260, May.
    49. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Resilience in the European Union: the effect of the 2008 crisis on the ability of regions in Europe to develop new industrial specializations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 15-47.
    50. Timothy J. Sturgeon, 2008. "Mapping integrative trade: conceptualising and measuring global value chains," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 1(3), pages 237-257.
    51. Susan Christopherson & Jonathan Michie & Peter Tyler, 2010. "Regional resilience: theoretical and empirical perspectives," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 3-10.
    52. Gary Gereffi, 2014. "Global value chains in a post-Washington Consensus world," Review of International Political Economy, Taylor & Francis Journals, vol. 21(1), pages 9-37, February.
    53. Stöllinger, Roman, 2021. "Testing the Smile Curve: Functional Specialisation and Value Creation in GVCs," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 93-116.
    54. Ram Mudambi, 2008. "Location, control and innovation in knowledge-intensive industries," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 699-725, September.
    55. Paglialunga, Elena & Coveri, Andrea & Zanfei, Antonello, 2022. "Climate change and within-country inequality: New evidence from a global perspective," World Development, Elsevier, vol. 159(C).
    56. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    57. Giulio Buciuni & Gary Pisano, 2018. "Knowledge integrators and the survival of manufacturing clusters," Journal of Economic Geography, Oxford University Press, vol. 18(5), pages 1069-1089.
    58. Sergio Mariotti, 2022. "A warning from the Russian–Ukrainian war: avoiding a future that rhymes with the past," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 761-782, December.
    59. Davide Castellani & Enzo Rullani & Antonello Zanfei, 2017. "Districts, multinationals and global/digital networks," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(4), pages 429-447, December.
    60. Andy Pike & Stuart Dawley & John Tomaney, 2010. "Resilience, adaptation and adaptability," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 59-70.
    61. Lucia Tajoli, 2022. "Too much of a good thing? Russia-EU international trade relations at times of war," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(4), pages 807-834, December.
    62. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    63. Crescenzi, Riccardo & Luca, Davide & Milio, Simona, 2016. "The geography of the economic crisis in Europe: national macroeconomic conditions, regional structural factors and short-term economic performance," LSE Research Online Documents on Economics 64061, London School of Economics and Political Science, LSE Library.
    64. Marcel P Timmer & Sébastien Miroudot & Gaaitzen J de Vries, 2019. "Functional specialisation in trade," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 1-30.
    65. Roman Stöllinger, 2019. "Testing the Smile Curve: Functional Specialisation in GVCs and Value Creation," wiiw Working Papers 163, The Vienna Institute for International Economic Studies, wiiw.
    66. Sébastien Miroudot, 2020. "Reshaping the policy debate on the implications of COVID-19 for global supply chains," Journal of International Business Policy, Palgrave Macmillan, vol. 3(4), pages 430-442, December.
    67. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990, November.
    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. Andrea Coveri & Elena Paglialunga & Antonello Zanfei, 2023. "Global value chains, functional diversification and within-country inequality: an empirical assessment," Working Papers 2302, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2023.
    2. Bublu Thakur-Weigold & Sébastien Miroudot, 2024. "Supply chain myths in the resilience and deglobalization narrative: consequences for policy," Journal of International Business Policy, Palgrave Macmillan, vol. 7(1), pages 99-111, March.
    3. Giovanni Dosi & Federico Riccio & Maria Enrica Virgillito, 2024. "Decarbonisation and Specialisation Downgrading: the double harm of GVC Integration," LEM Papers Series 2024/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    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 & Elena Paglialunga & Antonello Zanfei, 2023. "Global value chains, functional diversification and within-country inequality: an empirical assessment," Working Papers 2302, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2023.
    2. Meng, Bo & Ye, Ming, 2022. "Smile curves in global value chains: Foreign- vs. domestic-owned firms; the U.S. vs. China," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 15-29.
    3. Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2024. "Functional upgrading and downgrading in global value chains: The role of complementary interregional value chain linkages in EU regions," Papers in Evolutionary Economic Geography (PEEG) 2432, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2024.
    4. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    5. Stöllinger, Roman, 2021. "Testing the Smile Curve: Functional Specialisation and Value Creation in GVCs," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 93-116.
    6. Silvia Rocchetta & Andrea Mina & Changjun Lee & Dieter F Kogler, 2022. "Technological knowledge spaces and the resilience of European regions," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 27-51.
    7. Federico Riccio & Lorenzo Cresti & Maria Enrica Virgillito, 2022. "The labour share along global value chains. Perspectives and evidence from sectoral interdependence," LEM Papers Series 2022/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Bo Meng & Ming Ye & Shang‐Jin Wei, 2020. "Measuring Smile Curves in Global Value Chains," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 988-1016, October.
    9. ye, ming, 2016. "Trace the goods and value-added route in exports," MPRA Paper 73476, University Library of Munich, Germany.
    10. Mattie Landman & Sanna Ojanperä & Stephen Kinsella & Neave O’Clery, 2023. "The role of relatedness and strategic linkages between domestic and MNE sectors in regional branching and resilience," The Journal of Technology Transfer, Springer, vol. 48(2), pages 515-559, April.
    11. Luciana Lazzeretti & Stefania Oliva & Niccolò Innocenti, 2019. "Exploring the role of industrial structure for regional economic resilience," Papers in Evolutionary Economic Geography (PEEG) 1917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2019.
    12. Mathieu P A Steijn & Pierre-Alexandre Balland & Ron Boschma & David L Rigby, 2023. "Technological diversification of U.S. cities during the great historical crises," Journal of Economic Geography, Oxford University Press, vol. 23(6), pages 1303-1344.
    13. Lorenzo Cresti & Maria Enrica Virgillito, 2023. "Weak sectors and weak ties? Labour dependence and asymmetric positioning in GVCs," LEM Papers Series 2023/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. Cecilia Jona-Lasinio & Valentina Meliciana, 2019. "Global Value Chains and Productivity Growth: Does Intangible Capital Matter?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 36, pages 53-78, Spring.
    15. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Resilience in the European Union: the effect of the 2008 crisis on the ability of regions in Europe to develop new industrial specializations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 15-47.
    16. Olena Khlystova & Yelena Kalyuzhnova, 2023. "The impact of the creative industries and digitalization on regional resilience and productive entrepreneurship," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1654-1695, October.
    17. Paglialunga, Elena & Coveri, Andrea & Zanfei, Antonello, 2022. "Climate change and within-country inequality: New evidence from a global perspective," World Development, Elsevier, vol. 159(C).
    18. Jona-Lasinio, Cecilia & Manzocchi, Stefano & Meliciani, Valentina, 2019. "Knowledge based capital and value creation in global supply chains," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    19. Pleticha, Petr, 2021. "Who Benefits from Global Value Chain Participation? Does Functional Specialization Matter?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 291-299.
    20. Bhushan Praveen Jangam & Badri Narayan Rath, 2020. "Cross-country convergence in global value chains: Evidence from club convergence analysis," International Economics, CEPII research center, issue 163, pages 134-146.

    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:epolin:v:50:y:2023:i:1:d:10.1007_s40812-022-00247-9. 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.