IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v48y2017i3d10.1007_s11187-016-9805-y.html
   My bibliography  Save this article

Top manager characteristics, agglomeration economies and firm performance

Author

Listed:
  • Cui Zhang

    (Jinan University)

Abstract

The role of agglomeration economies in firm performance has been extensively studied. Existing studies, however, almost invariably focus on firm, industry or city characteristics to examine the performance-enhancing effects of agglomeration while overlooking the attributes of the top executives involved in shaping corporate practices. In this study, we change that focus by empirically examining the moderating role of two particular top manager characteristics (age and educational level) on the agglomeration economies–firm performance relationship. Using a top manager-firm matched panel data set, we find that top manager age rather than educational level helps firms to realize the potential benefits of agglomeration. This paper contributes to the agglomeration literature by stating the importance of individual top managers.

Suggested Citation

  • Cui Zhang, 2017. "Top manager characteristics, agglomeration economies and firm performance," Small Business Economics, Springer, vol. 48(3), pages 543-558, March.
  • Handle: RePEc:kap:sbusec:v:48:y:2017:i:3:d:10.1007_s11187-016-9805-y
    DOI: 10.1007/s11187-016-9805-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-016-9805-y
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11187-016-9805-y?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. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    3. Craig Crossland & Donald C. Hambrick, 2007. "How national systems differ in their constraints on corporate executives: a study of CEO effects in three countries," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 767-789, August.
    4. Henderson, Vernon, 1997. "Medium size cities," Regional Science and Urban Economics, Elsevier, vol. 27(6), pages 583-612, November.
    5. Vincent L. Barker , III & George C. Mueller, 2002. "CEO Characteristics and Firm R&D Spending," Management Science, INFORMS, vol. 48(6), pages 782-801, June.
    6. Pol Herrmann & Deepak K Datta, 2002. "CEO Successor Characteristics and the Choice of Foreign Market Entry Mode: An Empirical Study," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(3), pages 551-569, September.
    7. Bai, Chong-En & Liu, Qiao & Lu, Joe & Song, Frank M. & Zhang, Junxi, 2004. "Corporate governance and market valuation in China," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 599-616, December.
    8. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    9. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    10. McCann, Brian T. & Folta, Timothy B., 2011. "Performance differentials within geographic clusters," Journal of Business Venturing, Elsevier, vol. 26(1), pages 104-123, January.
    11. Glaeser, Edward L. & Rosenthal, Stuart S. & Strange, William C., 2010. "Urban economics and entrepreneurship," Journal of Urban Economics, Elsevier, vol. 67(1), pages 1-14, January.
    12. Michael A. Hitt & Beverly B. Tyler, 1991. "Strategic decision models: Integrating different perspectives," Strategic Management Journal, Wiley Blackwell, vol. 12(5), pages 327-351, July.
    13. Stephen J. Redding, 2010. "The Empirics Of New Economic Geography," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 297-311, February.
    14. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    15. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    16. Emanuela Marrocu & Raffaele Paci & Stefano Usai, 2013. "Productivity Growth In The Old And New Europe: The Role Of Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 418-442, August.
    17. Henri L.F. de Groot & Jacques Poot & Martijn J. Smit, 2007. "Agglomeration, Innovation and Regional Development: Theoretical Perspectives and Meta-Analysis," Tinbergen Institute Discussion Papers 07-079/3, Tinbergen Institute.
    18. Cai, Jie & Stoyanov, Andrey, 2016. "Population aging and comparative advantage," Journal of International Economics, Elsevier, vol. 102(C), pages 1-21.
    19. Renée B. Adams & Heitor Almeida & Daniel Ferreira, 2005. "Powerful CEOs and Their Impact on Corporate Performance," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1403-1432.
    20. Escribano, Alvaro & Fosfuri, Andrea & Tribó, Josep A., 2009. "Managing external knowledge flows: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 38(1), pages 96-105, February.
    21. Pol Herrmann & Deepak K. Datta, 2006. "CEO Experiences: Effects on the Choice of FDI Entry Mode," Journal of Management Studies, Wiley Blackwell, vol. 43(4), pages 755-778, June.
    22. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    23. Cristiano Antonelli & Pier Paolo Patrucco & Francesco Quatraro, 2011. "Productivity Growth and Pecuniary Knowledge Externalities: An Empirical Analysis of Agglomeration Economies in European Regions," Economic Geography, Taylor & Francis Journals, vol. 87(1), pages 23-50, January.
    24. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    25. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    26. Charles Dhanaraj & Marjorie A Lyles & H Kevin Steensma & Laszlo Tihanyi, 2004. "Managing tacit and explicit knowledge transfer in IJVs: the role of relational embeddedness and the impact on performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 428-442, September.
    27. Li, Hongbin & Meng, Lingsheng & Wang, Qian & Zhou, Li-An, 2008. "Political connections, financing and firm performance: Evidence from Chinese private firms," Journal of Development Economics, Elsevier, vol. 87(2), pages 283-299, October.
    28. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    29. Roberta Capello & Peter Nijkamp (ed.), 2009. "Handbook of Regional Growth and Development Theories," Books, Edward Elgar Publishing, number 12874.
    30. Shihe Fu & Junjie Hong, 2011. "Testing Urbanization Economies In Manufacturing Industries: Urban Diversity Or Urban Size?," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 585-603, August.
    31. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    32. Neil Gregory & Stanley Nollen & Stoyan Tenev, 2009. "New Industries from New Places : The Emergence of the Software and Hardware Industries in China and India," World Bank Publications - Books, The World Bank Group, number 13805, December.
    33. Chen, Gongmeng & Firth, Michael & Gao, Daniel N. & Rui, Oliver M., 2006. "Ownership structure, corporate governance, and fraud: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 424-448, June.
    34. Bruce Kogut & Udo Zander, 1996. "What Firms Do? Coordination, Identity, and Learning," Organization Science, INFORMS, vol. 7(5), pages 502-518, October.
    35. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
    36. Catherine Beaudry & Stefano Breschi, 2003. "Are firms in clusters really more innovative?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 325-342.
    37. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    38. Brian Mccann & Timothy Folta, 2011. "Performance differentials within geographic clusters," Post-Print hal-02312592, HAL.
    39. Francesca Mameli & Alessandra Faggian & Philip Mccann, 2014. "Estimation of Local Employment Growth: Do Sectoral Aggregation and Industry Definition Matter?," Regional Studies, Taylor & Francis Journals, vol. 48(11), pages 1813-1828, November.
    40. Dahl, Michael S. & Pedersen, Christian O.R., 2004. "Knowledge flows through informal contacts in industrial clusters: myth or reality?," Research Policy, Elsevier, vol. 33(10), pages 1673-1686, December.
    41. Franz Huber, 2012. "Do clusters really matter for innovation practices in Information Technology? Questioning the significance of technological knowledge spillovers," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 107-126, January.
    42. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    43. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    44. Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
    45. Steven N. Kaplan & Mark M. Klebanov & Morten Sorensen, 2012. "Which CEO Characteristics and Abilities Matter?," Journal of Finance, American Finance Association, vol. 67(3), pages 973-1007, June.
    46. Liu, Yu & Wei, Zuobao & Xie, Feixue, 2014. "Do women directors improve firm performance in China?," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 169-184.
    47. Hsu, Wen-Tsung & Chen, Hsiang-Lan & Cheng, Chia-Yi, 2013. "Internationalization and firm performance of SMEs: The moderating effects of CEO attributes," Journal of World Business, Elsevier, vol. 48(1), pages 1-12.
    48. John Child, 1974. "Managerial And Organizational Factors Associated With Company Performance Part I," Journal of Management Studies, Wiley Blackwell, vol. 11(3), pages 175-189, October.
    49. Lin, Chen & Lin, Ping & Song, Frank M. & Li, Chuntao, 2011. "Managerial incentives, CEO characteristics and corporate innovation in China's private sector," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 176-190, June.
    50. Shipilov, Andrew & Danis, Wade, 2006. "TMG Social Capital, Strategic Choice and Firm Performance," European Management Journal, Elsevier, vol. 24(1), pages 16-27, February.
    51. 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.
    52. Theresa S. Cho & Donald C. Hambrick, 2006. "Attention as the Mediator Between Top Management Team Characteristics and Strategic Change: The Case of Airline Deregulation," Organization Science, INFORMS, vol. 17(4), pages 453-469, August.
    53. Thong, J. Y. L. & Yap, C. S., 1995. "CEO characteristics, organizational characteristics and information technology adoption in small businesses," Omega, Elsevier, vol. 23(4), pages 429-442, August.
    54. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
    55. Maarten Jennen & Patrick Verwijmeren, 2010. "Agglomeration Effects and Financial Performance," Urban Studies, Urban Studies Journal Limited, vol. 47(12), pages 2683-2703, November.
    56. David L. Rigby & W. Mark Brown, 2015. "Who Benefits from Agglomeration?," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 28-43, January.
    57. Tine Buyl & Christophe Boone & Walter Hendriks & Paul Matthyssens, 2011. "Top Management Team Functional Diversity and Firm Performance: The Moderating Role of CEO Characteristics," Journal of Management Studies, Wiley Blackwell, vol. 48(1), pages 151-177, January.
    58. Frank Neffke & Martin Henning & Ron Boschma & Karl-Johan Lundquist & Lars-Olof Olander, 2011. "The Dynamics of Agglomeration Externalities along the Life Cycle of Industries," Regional Studies, Taylor & Francis Journals, vol. 45(1), pages 49-65.
    59. Jaakko Simonen & Rauli Svento & Artti Juutinen, 2015. "Specialization and diversity as drivers of economic growth: Evidence from High-Tech industries," Papers in Regional Science, Wiley Blackwell, vol. 94(2), pages 229-247, June.
    60. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    61. Takao Kato & Cheryl Long, 2006. "Executive Turnover and Firm Performance in China," American Economic Review, American Economic Association, vol. 96(2), pages 363-367, May.
    62. Fiona F Yang & Anthony G O Yeh, 2013. "Spatial Development of Producer Services in the Chinese Urban System," Environment and Planning A, , vol. 45(1), pages 159-179, January.
    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. Mehdi Khazaei & Mahdi Faghihi, 2022. "Impact of World Digital Competitiveness Indicators on Per Capita Income," World Journal of Business and Management, Macrothink Institute, vol. 8(1), pages 17-32, June.
    2. Canfei He & Jiangyong Lu & Haifeng Qian, 2019. "Entrepreneurship in China," Small Business Economics, Springer, vol. 52(3), pages 563-572, March.
    3. Duan, Tinghua & Hou, Wenxuan & Rees, William, 2020. "CEO international experience and foreign IPOs," Economic Modelling, Elsevier, vol. 87(C), pages 461-470.
    4. Zhang, Cui, 2017. "Political connections and corporate environmental responsibility: Adopting or escaping?," Energy Economics, Elsevier, vol. 68(C), pages 539-547.
    5. Sun, Helin & Cappa, Francesco & Zhu, Jia & Peruffo, Enzo, 2023. "The effect of CEO social capital, CEO duality and state-ownership on corporate innovation," International Review of Financial Analysis, Elsevier, vol. 87(C).
    6. Sergio Ochoa Jiménez & Alma Rocío García García & Beatriz Alicia Leyva Osuna & Sacnicté Valdez del Río, 2021. "Entrepreneurial Behavior of SMEs and Characteristics of the Managers of Northwest Mexico," Social Sciences, MDPI, vol. 10(1), pages 1-15, January.
    7. Andrea Fracasso & Kun Jiang, 2022. "The performance of private companies in China before and during the global financial crisis: firms’ characteristics and entrepreneurs’ attributes," Economic Change and Restructuring, Springer, vol. 55(2), pages 803-836, May.
    8. Chen, Hongtao & Fang, Xiumei & Xiang, Erwei & Ji, Xiaojia & An, Maolin, 2023. "Do online media and investor attention affect corporate environmental information disclosure?Evidence from Chinese listed companies," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1022-1040.
    9. Mohammad Amin & Asif M. Islam, 2022. "Does manager education play a role in the productivity of informal firms in developing economies? Evidence from firm‐level surveys," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 962-984, May.
    10. Mehdi Khazaei & Mohammad Azizi & Mohamadreza Zali, 2021. "How performance of top companies are related on Global Competitiveness Index?," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 11(1), pages 129-139, December.

    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. Giulio Cainelli & Andrea Fracasso & Giuseppe Vittucci Marzetti, 2015. "Spatial agglomeration and productivity in Italy: A panel smooth transition regression approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 39-67, November.
    2. Hundt, Christian & Holtermann, Linus & Steeger, Jonas & Bersch, Johannes, 2019. "Cluster externalities, firm capabilities, and the recessionary shock: How the macro-to-micro-transition shapes firm performance during stable times and times of crisis," ZEW Discussion Papers 19-008, ZEW - Leibniz Centre for European Economic Research.
    3. Cui Zhang, 2019. "Agglomeration Economies And Performance In Knowledge-Intensive Business Services," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(02), pages 457-469, May.
    4. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    5. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    6. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    7. Andersson, Martin & Larsson, Johan P & Wernberg, Joakim, 2019. "The economic microgeography of diversity and specialization externalities – firm-level evidence from Swedish cities," Research Policy, Elsevier, vol. 48(6), pages 1385-1398.
    8. Hundt, Christian & Holtermann, Linus & Steeger, Jonas & Bersch, Johannes, 2019. "Cluster externalities, firm capabilities, and the recessionary shock: How the macro-to-micro-transition shapes firm performance during stable times and times of crisis," MPRA Paper 91802, University Library of Munich, Germany.
    9. de Bok, Michael & van Oort, Frank, 2011. "Agglomeration economies, accessibility, and the spatial choice behavior of relocating firms," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 4(1), pages 5-24.
    10. Emanuela Marrocu & Raffaele Paci & Stefano Usai, 2013. "Productivity Growth In The Old And New Europe: The Role Of Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 418-442, August.
    11. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    12. Martijn J. Burger & Frank G. Oort & Otto Raspe, 2011. "Agglomeration and New Establishment Survival: A Mixed Hierarchical and Cross-Classified Model," Advances in Spatial Science, in: Karima Kourtit & Peter Nijkamp & Roger R. Stough (ed.), Drivers of Innovation, Entrepreneurship and Regional Dynamics, pages 45-63, Springer.
    13. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, February.
    14. Pindado, Emilio & Sánchez, Mercedes & García Martínez, Marian, 2023. "Entrepreneurial innovativeness: When too little or too much agglomeration hurts," Research Policy, Elsevier, vol. 52(1).
    15. Javier Changoluisa, 2021. "The early development of new establishments: An evaluation of the role of spatial selection and agglomeration," Jena Economics Research Papers 2021-009, Friedrich-Schiller-University Jena.
    16. Giulio Cainelli & Sandro Montresor & Giuseppe Vittucci Marzetti, 2014. "Spatial agglomeration and firm exit: a spatial dynamic analysis for Italian provinces," Small Business Economics, Springer, vol. 43(1), pages 213-228, June.
    17. J Knoben & AT Arikan & F van Oort & O Raspe, 2016. "Agglomeration and firm performance: One firm’s medicine is another firm’s poison," Environment and Planning A, , vol. 48(1), pages 132-153, January.
    18. Khoirunurrofik, 2020. "Does the Crisis Change the Nature of Agglomeration Economies in Indonesia? : A Productivity Analysis of Pre-Post 1997-1998 Financial Crisis," REGION, European Regional Science Association, vol. 7, pages 85-106.
    19. Niels Bosma & Frank van Oort, 2012. "Agglomeration Economies, Inventors and Entrepreneurs as Engines of European Regional Productivity," Working Papers 12-20, Utrecht School of Economics.
    20. Carlos Carreira & Luís Lopes, 2016. "Collecting new pieces to the regional knowledge spillovers puzzle: high-tech versus low-tech industries," GEMF Working Papers 2016-06, GEMF, Faculty of Economics, University of Coimbra.
    21. Mohamed Amara, 2019. "Firm Performance and Agglomeration Effects: Evidence from Tunisian Firm-level Data," Working Papers 1297, Economic Research Forum, revised 2019.

    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:sbusec:v:48:y:2017:i:3:d:10.1007_s11187-016-9805-y. 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.