IDEAS home Printed from https://ideas.repec.org/a/kap/jmgtgv/v24y2020i3d10.1007_s10997-019-09479-9.html
   My bibliography  Save this article

Female management, overconfidence and debt maturity: European evidence

Author

Listed:
  • Maurizio Rocca

    (University of Calabria)

  • Neha Neha

    (University of Calabria)

  • Tiziana Rocca

    (University of Messina)

Abstract

This paper investigates how female involvement in management shapes the nature of the firm’s financial decisions in terms of debt maturity. It is suggested that female managers, being less overconfident and more conservative than men, will opt for more short-term debt to preserve financial viability in the capital structure. Using panel data for listed and unlisted European companies, we show that the presence of female executives increases the level of short-term debt financing. Moreover, we examine the financial impact of gender heterogeneity moderated by cultural differences among countries related to masculine/feminine traits in society. Female executives seem to prefer a higher level of short-term debt, especially in countries with high masculinity scores, where competitiveness and material rewards for success are very relevant. These results show that companies run by women, particularly in a “masculine” environment, tend to prefer a more flexible capital structure, reinforcing the hypothesis that female executives are less overconfident.

Suggested Citation

  • Maurizio Rocca & Neha Neha & Tiziana Rocca, 2020. "Female management, overconfidence and debt maturity: European evidence," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(3), pages 713-747, September.
  • Handle: RePEc:kap:jmgtgv:v:24:y:2020:i:3:d:10.1007_s10997-019-09479-9
    DOI: 10.1007/s10997-019-09479-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10997-019-09479-9
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10997-019-09479-9?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. Rong Fan & Joseph Haubrich & Peter Ritchken & James Thomson, 2003. "Getting the Most Out of a Mandatory Subordinated Debt Requirement," Journal of Financial Services Research, Springer;Western Finance Association, vol. 24(2), pages 149-179, October.
    2. Ali Ataullah & Andrew Vivian & Bin Xu, 2018. "Time-varying managerial overconfidence and corporate debt maturity structure," The European Journal of Finance, Taylor & Francis Journals, vol. 24(2), pages 157-181, January.
    3. Mitchell, Karlyn, 1991. "The Call, Sinking Fund, and Term-To-Maturity Features of Corporate Bonds: An Empirical Investigation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(2), pages 201-222, June.
    4. Stohs, Mark Hoven & Mauer, David C, 1996. "The Determinants of Corporate Debt Maturity Structure," The Journal of Business, University of Chicago Press, vol. 69(3), pages 279-312, July.
    5. Roll, Richard, 1986. "The Hubris Hypothesis of Corporate Takeovers," The Journal of Business, University of Chicago Press, vol. 59(2), pages 197-216, April.
    6. Zheng, Xiaolan & El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y., 2012. "National culture and corporate debt maturity," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 468-488.
    7. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    8. Antonios Antoniou & Yilmaz Guney & Krishna Paudyal, 2006. "The Determinants of Debt Maturity Structure: Evidence from France, Germany and the UK," European Financial Management, European Financial Management Association, vol. 12(2), pages 161-194, March.
    9. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    10. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    11. Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
    12. Ulrike Malmendier & Geoffrey Tate & Jonathan Yan, 2007. "Corporate Financial Policies With Overconfident Managers," NBER Working Papers 13570, National Bureau of Economic Research, Inc.
    13. Smith, Clifford Jr. & Watts, Ross L., 1992. "The investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Financial Economics, Elsevier, vol. 32(3), pages 263-292, December.
    14. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    15. Morris, James R., 1975. "Abstract–An Empirical Investigation of the Corporate Debt Maturity Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(4), pages 539-539, November.
    16. Cronqvist, Henrik & Makhija, Anil K. & Yonker, Scott E., 2012. "Behavioral consistency in corporate finance: CEO personal and corporate leverage," Journal of Financial Economics, Elsevier, vol. 103(1), pages 20-40.
    17. Ulrike Malmendier & Geoffrey Tate, 2005. "CEO Overconfidence and Corporate Investment," Journal of Finance, American Finance Association, vol. 60(6), pages 2661-2700, December.
    18. Berlin, Mitchell & Mester, Loretta J., 1992. "Debt covenants and renegotiation," Journal of Financial Intermediation, Elsevier, vol. 2(2), pages 95-133, June.
    19. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    20. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    21. Ferris, Stephen P. & Jayaraman, Narayanan & Sabherwal, Sanjiv, 2013. "CEO Overconfidence and International Merger and Acquisition Activity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 137-164, February.
    22. Fauver, Larry & McDonald, Michael B., 2015. "Culture, agency costs, and governance: International evidence on capital structure," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 1-23.
    23. J B Heaton, 2002. "Managerial Optimism and Corporate Finance," Financial Management, Financial Management Association, vol. 31(2), Summer.
    24. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    25. Hackbarth, Dirk, 2009. "Determinants of corporate borrowing: A behavioral perspective," Journal of Corporate Finance, Elsevier, vol. 15(4), pages 389-411, September.
    26. Renate Schubert, 1999. "Financial Decision-Making: Are Women Really More Risk-Averse?," American Economic Review, American Economic Association, vol. 89(2), pages 381-385, May.
    27. 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.
    28. Cristian L. Dezsö & David Gaddis Ross, 2012. "Does female representation in top management improve firm performance? A panel data investigation," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1072-1089, September.
    29. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    30. Frederick C. Scherr & Heather M. Hulburt, 2001. "The Debt Maturity Structure of Small Firms," Financial Management, Financial Management Association, vol. 30(1), Spring.
    31. Itzhak Ben-David & John R. Graham, 2013. "Managerial Miscalibration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1547-1584.
    32. Augustin Landier & David Thesmar, 2009. "Financial Contracting with Optimistic Entrepreneurs," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 117-150, January.
    33. Sunden, Annika E & Surette, Brian J, 1998. "Gender Differences in the Allocation of Assets in Retirement Savings Plans," American Economic Review, American Economic Association, vol. 88(2), pages 207-211, May.
    34. Bradley L Kirkman & Kevin B Lowe & Cristina B Gibson, 2006. "A quarter century of Culture's Consequences: a review of empirical research incorporating Hofstede's cultural values framework," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(3), pages 285-320, May.
    35. Chang, Kiyoung & Noorbakhsh, Abbas, 2009. "Does national culture affect international corporate cash holdings?," Journal of Multinational Financial Management, Elsevier, vol. 19(5), pages 323-342, December.
    36. Hersh Shefrin, 2001. "Behavioral Corporate Finance," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(3), pages 113-126, September.
    37. Thomas Hall & Frederick Joergensen, 2015. "Legal variation and capital structure: comparing listed and non-listed companies," European Journal of Law and Economics, Springer, vol. 40(3), pages 511-543, December.
    38. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    39. Graham, John R. & Harvey, Campbell R. & Puri, Manju, 2013. "Managerial attitudes and corporate actions," Journal of Financial Economics, Elsevier, vol. 109(1), pages 103-121.
    40. Joseph T.L. Ooi, 1999. "The debt maturity structure of UK property companies," Journal of Property Research, Taylor & Francis Journals, vol. 16(4), pages 293-307, January.
    41. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    42. Cai, Jun & Cheung, Yan-Leung & Goyal, Vidhan K., 1999. "Bank monitoring and the maturity structure of Japanese corporate debt issues," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 229-249, August.
    43. Khan, Walayet A. & Vieito, João Paulo, 2013. "Ceo gender and firm performance," Journal of Economics and Business, Elsevier, vol. 67(C), pages 55-66.
    44. Almeida, Heitor & Campello, Murillo & Laranjeira, Bruno & Weisbenner, Scott, 2012. "Corporate Debt Maturity and the Real Effects of the 2007 Credit Crisis," Critical Finance Review, now publishers, vol. 1(1), pages 3-58, January.
    45. Aydin Ozkan, 2002. "The determinants of corporate debt maturity: evidence from UK firms," Applied Financial Economics, Taylor & Francis Journals, vol. 12(1), pages 19-24.
    46. Pavel Körner, 2007. "The Determinants of Corporate Debt Maturity Structure: Evidence from Czech Firms (in English)," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 57(3-4), pages 142-158, June.
    47. Julie Agnew & Pierluigi Balduzzi & Annika Sundén, 2003. "Portfolio Choice and Trading in a Large 401(k) Plan," American Economic Review, American Economic Association, vol. 93(1), pages 193-215, March.
    48. Kent Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 1998. "Investor Psychology and Security Market Under- and Overreactions," Journal of Finance, American Finance Association, vol. 53(6), pages 1839-1885, December.
    49. Itzhak Ben-David & John R. Graham & Campbell R. Harvey, 2007. "Managerial Overconfidence and Corporate Policies," NBER Working Papers 13711, National Bureau of Economic Research, Inc.
    50. Cain, Matthew D. & McKeon, Stephen B., 2016. "CEO Personal Risk-Taking and Corporate Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 139-164, February.
    51. Gopal Krishnan & Linda Parsons, 2008. "Getting to the Bottom Line: An Exploration of Gender and Earnings Quality," Journal of Business Ethics, Springer, vol. 78(1), pages 65-76, March.
    52. Aydin Ozkan, 2000. "An empirical analysis of corporate debt maturity structure," European Financial Management, European Financial Management Association, vol. 6(2), pages 197-212, June.
    53. Levin, Richard C, 1988. "Appropriability, R&D Spending, and Technological Performance," American Economic Review, American Economic Association, vol. 78(2), pages 424-428, May.
    54. Mitchell, Karlyn, 1993. "The Debt Maturity Choice: An Empirical Investigation," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(4), pages 309-320, Winter.
    55. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    56. Paul Brockman & Xiumin Martin & Emre Unlu, 2010. "Executive Compensation and the Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 65(3), pages 1123-1161, June.
    57. Ivan E. Brick & Rose C. Liao, 2017. "The joint determinants of cash holdings and debt maturity: the case for financial constraints," Review of Quantitative Finance and Accounting, Springer, vol. 48(3), pages 597-641, April.
    58. Huang, Ronghong & Tan, Kelvin Jui Keng & Faff, Robert W., 2016. "CEO overconfidence and corporate debt maturity," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 93-110.
    59. Turan Erol, 2004. "Strategic Debt with Diverse Maturity in Developing Countries: Industry-Level Evidence from Turkey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 40(5), pages 5-24, September.
    60. Huang, Jiekun & Kisgen, Darren J., 2013. "Gender and corporate finance: Are male executives overconfident relative to female executives?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 822-839.
    61. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    62. Özgür Arslan & Mehmet Baha Karan, 2006. "Ownership and Control Structure as Determinants of Corporate Debt Maturity: a panel study of an emerging market," Corporate Governance: An International Review, Wiley Blackwell, vol. 14(4), pages 312-324, July.
    63. Ulrike Malmendier & Geoffrey Tate & Jon Yan, 2011. "Overconfidence and Early‐Life Experiences: The Effect of Managerial Traits on Corporate Financial Policies," Journal of Finance, American Finance Association, vol. 66(5), pages 1687-1733, October.
    64. Karlyn Mitchell, 1993. "The Debt Maturity Choice: An Empirical Investigation," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(4), pages 309-320, December.
    65. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
    66. Powell, Melanie & Ansic, David, 1997. "Gender differences in risk behaviour in financial decision-making: An experimental analysis," Journal of Economic Psychology, Elsevier, vol. 18(6), pages 605-628, November.
    67. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, 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. Mariasole Bannò & Giorgia Maria D’Allura & Graziano Coller & Celeste Varum, 2023. "Men are from Mars, women are from Venus: on lenders’ stereotypical views and the implications for a firm’s debt," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(2), pages 651-687, June.
    2. García, C. José & Herrero, Begoña, 2021. "Female directors, capital structure, and financial distress," Journal of Business Research, Elsevier, vol. 136(C), pages 592-601.
    3. Wang, Xu & Deng, Shengliang & Alon, Ilan, 2021. "Women executives and financing pecking order of GEM-listed companies: Moderating roles of social capital and regional institutional environment," Journal of Business Research, Elsevier, vol. 136(C), pages 466-478.
    4. Samuel Jebaraj Benjamin & Zhuoan Feng & Pallab Kumar Biswas, 2023. "Negative Social Media Sentiments and Capital Structure," Capital Markets Review, Malaysian Finance Association, vol. 31(2), pages 1-22.
    5. Maurizio La Rocca & Francesco Fasano & Tiziana La Rocca & Neha Neha, 2024. "Women in CEO duality and firm performance in Europe," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(1), pages 177-214, March.
    6. Datta, Sudip & Doan, Trang & Toscano, Francesca, 2021. "Top executive gender, board gender diversity, and financing decisions: Evidence from debt structure choice," Journal of Banking & Finance, Elsevier, vol. 125(C).

    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. Sah, Nilesh B., 2021. "Cash is Queen: Female CEOs’ propensity to hoard cash," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    2. Anjala Kalsie & Aishwarya Nagpal, 2018. "The Determinants of Corporate Debt Maturity for NSE-Listed Corporates," FIIB Business Review, , vol. 7(1), pages 43-56, March.
    3. Wu, Julia Yonghua & Opare, Solomon & Bhuiyan, Md. Borhan Uddin & Habib, Ahsan, 2022. "Determinants and consequences of debt maturity structure: A systematic review of the international literature," International Review of Financial Analysis, Elsevier, vol. 84(C).
    4. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    5. Danso, Albert & Lartey, Theophilus & Amankwah-Amoah, Joseph & Adomako, Samuel & Lu, Qinye & Uddin, Moshfique, 2019. "Market sentiment and firm investment decision-making," International Review of Financial Analysis, Elsevier, vol. 66(C).
    6. Datta, Sudip & Doan, Trang & Toscano, Francesca, 2021. "Top executive gender, board gender diversity, and financing decisions: Evidence from debt structure choice," Journal of Banking & Finance, Elsevier, vol. 125(C).
    7. Ajay Palvia & Emilia Vähämaa & Sami Vähämaa, 2015. "Are Female CEOs and Chairwomen More Conservative and Risk Averse? Evidence from the Banking Industry During the Financial Crisis," Journal of Business Ethics, Springer, vol. 131(3), pages 577-594, October.
    8. Jarkko Peltomäki & Jukka Sihvonen & Steve Swidler & Sami Vähämaa, 2021. "Age, gender, and risk‐taking: Evidence from the S&P 1500 executives and market‐based measures of firm risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1988-2014, October.
    9. Ulrike Malmendier & Vincenzo Pezone & Hui Zheng, 2023. "Managerial Duties and Managerial Biases," Management Science, INFORMS, vol. 69(6), pages 3174-3201, June.
    10. Palvia, Ajay & Vähämaa, Emilia & Vähämaa, Sami, 2020. "Female leadership and bank risk-taking: Evidence from the effects of real estate shocks on bank lending performance and default risk," Journal of Business Research, Elsevier, vol. 117(C), pages 897-909.
    11. Jorge A. Muñoz Mendoza & Sandra M. Sepúlveda Yelpo & Carmen L. Veloso Ramos, 2019. "Non-linear Effects of Ownership Structure, Growth Opportunities and Leverage on Debt Maturity in Chilean Firms," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 14(1), pages 21-40, Enero-Mar.
    12. Huang, Ronghong & Tan, Kelvin Jui Keng & Faff, Robert W., 2016. "CEO overconfidence and corporate debt maturity," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 93-110.
    13. Datta, Sudip & Doan, Trang & Toscano, Francesca, 2023. "Top executive gender, corporate culture, and the value of corporate cash holdings," Journal of Financial Stability, Elsevier, vol. 67(C).
    14. Entrop, Oliver & Merkel, Matthias F., 2018. "Managers' research education, the use of FX derivatives and corporate speculation," Passauer Diskussionspapiere, Betriebswirtschaftliche Reihe B-32-18, University of Passau, Faculty of Business and Economics.
    15. Skała, Dorota & Weill, Laurent, 2018. "Does CEO gender matter for bank risk?," Economic Systems, Elsevier, vol. 42(1), pages 64-74.
    16. McGuinness, Paul B., 2021. "Board member age, stock seasoning and the evolution of capital structure in Chinese firms," International Business Review, Elsevier, vol. 30(3).
    17. Hardeep Singh Mundi & Parmjit Kaur, 2022. "CEO Overconfidence and Capital Structure Decisions: Evidence from India," Vikalpa: The Journal for Decision Makers, , vol. 47(1), pages 19-37, March.
    18. Deshmukh, Sanjay & Goel, Anand M. & Howe, Keith M., 2013. "CEO overconfidence and dividend policy," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 440-463.
    19. Orman, Cüneyt & Bülent, Köksal, 2015. "Structure of Debt Maturity across the Firm Type Spectrum," MPRA Paper 64860, University Library of Munich, Germany.
    20. Berger, Allen N. & Kick, Thomas & Schaeck, Klaus, 2014. "Executive board composition and bank risk taking," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 48-65.

    More about this item

    Keywords

    Debt maturity; Executive gender; Managerial overconfidence; Masculinity;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    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:jmgtgv:v:24:y:2020:i:3:d:10.1007_s10997-019-09479-9. 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.