IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v44y2019i1d10.1007_s10961-017-9597-5.html
   My bibliography  Save this article

Dynamic effects of learning on the innovative outputs and productivity in Spanish multinational enterprises

Author

Listed:
  • Francisco J. Santos-Arteaga

    (Free University of Bolzano)

  • Celia Torrecillas

    (Universidad Europea de Madrid
    Universidad Complutense de Madrid)

  • Madjid Tavana

    (La Salle University
    University of Paderborn)

Abstract

Empirical studies have consistently illustrated the existence of a relationship between the level of productivity and the international commitment of firms. Few studies have considered the effects of learning by foreign direct investment (FDI). We use a sample of Spanish manufacturing firms to analyze the effect that the multinational enterprise status of a firm has on its ex-post innovative performance and productivity. Our findings reveal dynamic positive effects of FDI on the technological performance of firms, with increments in patents and product innovation taking place before subsequent increments in productivity occur.

Suggested Citation

  • Francisco J. Santos-Arteaga & Celia Torrecillas & Madjid Tavana, 2019. "Dynamic effects of learning on the innovative outputs and productivity in Spanish multinational enterprises," The Journal of Technology Transfer, Springer, vol. 44(1), pages 97-131, February.
    • Handle: RePEc:kap:jtecht:v:44:y:2019:i:1:d:10.1007_s10961-017-9597-5
    DOI: 10.1007/s10961-017-9597-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-017-9597-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10961-017-9597-5?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. Neary, J. Peter, 2009. "Trade costs and foreign direct investment," International Review of Economics & Finance, Elsevier, vol. 18(2), pages 207-218, March.
    2. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    3. Raff, Horst & Ryan, Michael & Stähler, Frank, 2009. "The choice of market entry mode: Greenfield investment, M&A and joint venture," International Review of Economics & Finance, Elsevier, vol. 18(1), pages 3-10, January.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Lenn Gomes & Kannan Ramaswamy, 1999. "An Empirical Examination of the Form of the Relationship Between Multinationality and Performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(1), pages 173-187, March.
    6. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    7. Armando Silva & Ana Paula Africano & Óscar Afonso, 2010. "Learning-by-exporting: what we know and what we would like to know," FEP Working Papers 364, Universidade do Porto, Faculdade de Economia do Porto.
    8. Fulvio Castellacci, 2014. "Service innovation and the proximity-concentration trade-off model of trade and FDI," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(1), pages 92-108, January.
    9. Love, James H. & Ganotakis, Panagiotis, 2013. "Learning by exporting: Lessons from high-technology SMEs," International Business Review, Elsevier, vol. 22(1), pages 1-17.
    10. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    11. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    12. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    13. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    14. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    15. Francesca Sanna-Randaccio & Reinhilde Veugelers, 2007. "Multinational knowledge spillovers with decentralised R&D: a game-theoretic approach," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(1), pages 47-63, January.
    16. Ambos, Tina C. & Ambos, Björn & Schlegelmilch, Bodo B., 2006. "Learning from foreign subsidiaries: An empirical investigation of headquarters' benefits from reverse knowledge transfers," International Business Review, Elsevier, vol. 15(3), pages 294-312, June.
    17. Joachim Wagner, 2006. "Exports, foreign direct investment, and productivity: evidence from German firm level data," Applied Economics Letters, Taylor & Francis Journals, vol. 13(6), pages 347-349.
    18. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    19. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    20. Delgado, Miguel A. & Farinas, Jose C. & Ruano, Sonia, 2002. "Firm productivity and export markets: a non-parametric approach," Journal of International Economics, Elsevier, vol. 57(2), pages 397-422, August.
    21. Yamin, Mo. & Otto, Juliet, 2004. "Patterns of knowledge flows and MNE innovative performance," Journal of International Management, Elsevier, vol. 10(2), pages 239-258.
    22. Silviano Esteve-Pérez & Diego Rodríguez, 2013. "The dynamics of exports and R&D in SMEs," Small Business Economics, Springer, vol. 41(1), pages 219-240, June.
    23. Kafouros, Mario I. & Buckley, Peter J. & Clegg, Jeremy, 2012. "The effects of global knowledge reservoirs on the productivity of multinational enterprises: The role of international depth and breadth," Research Policy, Elsevier, vol. 41(5), pages 848-861.
    24. Yadong Luo & Rosalie L Tung, 2007. "International expansion of emerging market enterprises: A springboard perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 481-498, July.
    25. Engel, Dirk & Procher, Vivien, 2012. "Export, FDI and firm productivity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 44(15), pages 1931-1940.
    26. Castellacci, Fulvio, 2008. "Technology clubs, technology gaps and growth trajectories," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 301-314, December.
    27. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    28. Jan Johanson & Jan-Erik Vahlne, 1977. "The Internationalization Process of the Firm—A Model of Knowledge Development and Increasing Foreign Market Commitments," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 8(1), pages 23-32, March.
    29. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    30. Alvarez, Isabel & Molero, Jose, 2005. "Technology and the generation of international knowledge spillovers: An application to Spanish manufacturing firms," Research Policy, Elsevier, vol. 34(9), pages 1440-1452, November.
    31. René Belderbos, 2003. "Entry mode, organizational learning, and R&D in foreign affiliates: evidence from Japanese firms," Strategic Management Journal, Wiley Blackwell, vol. 24(3), pages 235-259, March.
    32. Mudambi, Ram, 2002. "Knowledge management in multinational firms," Journal of International Management, Elsevier, vol. 8(1), pages 1-9.
    33. Forsgren, M., 2002. "The concept of learning in the Uppsala internationalization process model: a critical review," International Business Review, Elsevier, vol. 11(3), pages 257-277, June.
    34. David Greenaway & Joakim Gullstrand & Richard Kneller, 2005. "Exporting May Not Always Boost Firm Productivity," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(4), pages 561-582, December.
    35. Head, Keith & Ries, John, 2003. "Heterogeneity and the FDI versus export decision of Japanese manufacturers," Journal of the Japanese and International Economies, Elsevier, vol. 17(4), pages 448-467, December.
    36. John Cantwell & Ram Mudambi, 2005. "MNE competence‐creating subsidiary mandates," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1109-1128, December.
    37. Fukunari Kimura & Kozo Kiyota, 2006. "Exports, FDI, and Productivity: Dynamic Evidence from Japanese Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 695-719, December.
    38. Nocke, Volker & Yeaple, Stephen, 2007. "Cross-border mergers and acquisitions vs. greenfield foreign direct investment: The role of firm heterogeneity," Journal of International Economics, Elsevier, vol. 72(2), pages 336-365, July.
    39. Masaaki Kotabe & Srini S Srinivasan & Preet S Aulakh, 2002. "Multinationality and Firm Performance: The Moderating Role of R&D and Marketing Capabilities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(1), pages 79-97, March.
    40. Rabbiosi, Larissa, 2011. "Subsidiary roles and reverse knowledge transfer: An investigation of the effects of coordination mechanisms," Journal of International Management, Elsevier, vol. 17(2), pages 97-113, June.
    41. Peter Buckley & Martin Carter, 1996. "The Economics of Business Process Design: Motivation, Information and Coordination Within the Firm," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 3(1), pages 5-24.
    42. Jan Johanson & Finn Wiedersheim‐Paul, 1975. "The Internationalization Of The Firm — Four Swedish Cases 1," Journal of Management Studies, Wiley Blackwell, vol. 12(3), pages 305-323, October.
    43. Brainard, S Lael, 1997. "An Empirical Assessment of the Proximity-Concentration Trade-off between Multinational Sales and Trade," American Economic Review, American Economic Association, vol. 87(4), pages 520-544, September.
    44. Davide Castellani & Antonello Zanfei, 2007. "Internationalisation, Innovation and Productivity: How Do Firms Differ in Italy?," The World Economy, Wiley Blackwell, vol. 30(1), pages 156-176, January.
    45. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    46. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    47. Choi, Jeongho & Yeniyurt, Sengun, 2015. "Contingency distance factors and international research and development (R&D), marketing, and manufacturing alliance formations," International Business Review, Elsevier, vol. 24(6), pages 1061-1071.
    48. Raquel Marin & Isabel Alvarez, 2009. "Technological effects of M&As in Spanish manufacturing," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(4), pages 761-784, August.
    49. Sourafel Girma & Richard Kneller & Mauro Pisu, 2005. "Exports versus FDI: An Empirical Test," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 193-218, July.
    50. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    51. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    52. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    53. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    54. Raymond Vernon, 1966. "International Investment and International Trade in the Product Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 80(2), pages 190-207.
    55. Elena Golovko & Giovanni Valentini, 2011. "Exploring the complementarity between innovation and export for SMEs’ growth," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 362-380, April.
    56. René Belderbos & Vincent Van Roy & Florence Duvivier, 2013. "International and domestic technology transfers and productivity growth: firm level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(1), pages 1-32, February.
    57. Zheng, Nan & Wei, Yingqi & Zhang, Yabin & Yang, Jingjing, 2016. "In search of strategic assets through cross-border merger and acquisitions: Evidence from Chinese multinational enterprises in developed economies," International Business Review, Elsevier, vol. 25(1), pages 177-186.
    58. Anna Jonsson & Nicolai J Foss, 2011. "International expansion through flexible replication: Learning from the internationalization experience of IKEA," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(9), pages 1079-1102, December.
    59. Giovanni Dosi, 1992. "Fuentes, métodos y efectos microeconómicos de la innovación," EKONOMIAZ. Revista vasca de Economía, Gobierno Vasco / Eusko Jaurlaritza / Basque Government, vol. 22(01), pages 269-332.
    60. Alven H.S. Lam, 2000. "Republic of China (Taiwan)," American Journal of Economics and Sociology, Wiley Blackwell, vol. 59(5), pages 327-336, November.
    61. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    62. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    63. Ram Mudambi & Pietro Navarra, 2004. "Is knowledge power? Knowledge flows, subsidiary power and rent-seeking within MNCs," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 385-406, September.
    64. Paloma Almodóvar & José Emilio Navas López & Patricia Huerta Riveros, 2009. "La tipología estratégica como factor determinante de la empresa conjunta internacional," Investigaciones Economicas, Fundación SEPI, vol. 33(3), pages 407-438, September.
    65. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    66. Kent Eriksson & Jan Johanson & Anders Majkgård & D Deo Sharma, 1997. "Experimental Knowledge and Costs in the Internationalization Process," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(2), pages 337-360, June.
    67. Jože P. Damijan & Črt Kostevc & Sašo Polanec, 2010. "From Innovation to Exporting or Vice Versa?," The World Economy, Wiley Blackwell, vol. 33(3), pages 374-398, March.
    68. Bent Petersen & Torben Pedersen & Marjorie A Lyles, 2008. "Closing knowledge gaps in foreign markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(7), pages 1097-1113, October.
    69. Yeaple, Stephen Ross, 2009. "Firm heterogeneity and the structure of U.S. multinational activity," Journal of International Economics, Elsevier, vol. 78(2), pages 206-215, July.
    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. Almodóvar, Paloma & Nguyen, Quyen T.K. & Verbeke, Alain, 2021. "An integrative approach to international inbound sources of firm-level innovation," Journal of World Business, Elsevier, vol. 56(3).

    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. Maria Rosaria Ferrante & Marzia Freo, 2012. "The Total Factor Productivity Gap between Internationalised and Domestic Firms: Net Premium or Heterogeneity Effect?," The World Economy, Wiley Blackwell, vol. 35(9), pages 1186-1214, September.
    2. Matthew A. Cole & Robert J. R. Elliott & Supreeya Virakul, 2010. "Firm Heterogeneity, Origin of Ownership and Export Participation," The World Economy, Wiley Blackwell, vol. 33(2), pages 264-291, February.
    3. Flora Bellone & Patrick Musso & Lionel Nesta & Michel Quere, 2008. "The U-Shaped Productivity Dynamics of French Exporters," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 636-659, December.
    4. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    5. Idris, Bochra & Saridakis, George & Khan, Zaheer, 2022. "The Effect of Outward and Inward Internationalisation on Different Types of Innovation: Evidence from UK SMEs," Journal of International Management, Elsevier, vol. 28(2).
    6. Shao, Yanmin & Shang, Yan, 2016. "Decisions of OFDI Engagement and Location for Heterogeneous Multinational firms: Evidence from Chinese firms," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 178-187.
    7. Alessandro Borin & Michele Mancini, 2016. "Foreign direct investment and firm performance: an empirical analysis of Italian firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 705-732, November.
    8. Federici, Daniela & Parisi, Valentino & Ferrante, Francesco, 2020. "Heterogeneous firms, corporate taxes and export behavior: A firm-level investigation for Italy," Economic Modelling, Elsevier, vol. 88(C), pages 98-112.
    9. Naoto Jinji & Xingyuan Zhang & Shoji Haruna, 2022. "Deep Integration, Global Firms, and Technology Spillovers," Advances in Japanese Business and Economics, Springer, number 978-981-16-5210-3, June.
    10. Raffaele Brancati & Emanuela Marrocu & Manuel Romagnoli & Stefano Usai, 2018. "Innovation activities and learning processes in the crisis: evidence from Italian export in manufacturing and services," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 107-130.
    11. WAKASUGI Ryuhei & TODO Yasuyuki & SATO Hitoshi & NISHIOKA Shuichiro & MATSUURA Toshiyuki & ITO Banri & TANAKA Ayumu, 2008. "The Internationalization of Japanese Firms: New Findings Based on Firm-Level Data," Discussion papers 08036, Research Institute of Economy, Trade and Industry (RIETI).
    12. Martijn Boermans & Hein Roelfsema, 2015. "The Effects of Internationalization on Innovation: Firm-Level Evidence for Transition Economies," Open Economies Review, Springer, vol. 26(2), pages 333-350, April.
    13. Gkypali, Areti & Love, James H. & Roper, Stephen, 2021. "Export status and SME productivity: Learning-to-export versus learning-by-exporting," Journal of Business Research, Elsevier, vol. 128(C), pages 486-498.
    14. Falk, Martin & de Lemos, Francisco Figueira, 2019. "Complementarity of R&D and productivity in SME export behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 157-168.
    15. Martin Andersson & Hans Lööf, 2009. "Learning‐by‐Exporting Revisited: The Role of Intensity and Persistence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 893-916, December.
    16. Onur A. Koska & Ngo Van Long & Frank Stähler, 2018. "Foreign direct investment as a signal," Review of International Economics, Wiley Blackwell, vol. 26(1), pages 60-83, February.
    17. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    18. Dalgic, Basak & Fazlioglu, Burcu & Gasiorek, Michael, 2015. "Costs of trade and self-selection into exporting and importing: The case of Turkish manufacturing firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-28.
    19. Trinh, Long Q., 2016. "Dynamics of Innovation and Internationalization among Small and Medium-Sized Enterprises in Viet Nam," ADBI Working Papers 580, Asian Development Bank Institute.
    20. Richard Harris & Qian Cher Li, 2007. "Learning-by-Exporting? Firm-Level Evidence for UK Manufacturing and Services Sectors," Working Papers 2007_22, Business School - Economics, University of Glasgow.

    More about this item

    Keywords

    Learning by FDI; Firm heterogeneity; Knowledge flows; Productivity; Innovative performance;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:kap:jtecht:v:44:y:2019:i:1:d:10.1007_s10961-017-9597-5. 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.