IDEAS home Printed from https://ideas.repec.org/a/kap/jbuset/v174y2021i3d10.1007_s10551-020-04618-x.html
   My bibliography  Save this article

The Role of Mutual Funds in Corporate Social Responsibility

Author

Listed:
  • Zhichuan Frank Li

    (Western University)

  • Saurin Patel

    (Western University)

  • Srikanth Ramani

    (University of New Brunswick)

Abstract

This paper examines the role of mutual funds in corporate social responsibility (CSR). Using a fund-level, holdings-based CSR score, we find that CSR-friendly mutual funds improve firms’ CSR standings. This effect is more pronounced for firms with higher mutual fund ownership and stronger corporate governance. We further show that while CSR-friendly mutual funds have influence on almost all CSR categories, they focus on increasing CSR strengths rather than reducing CSR concerns. We also discover that CSR-friendly funds are more likely to vote in favor of CSR proposals, and that firms owned by CSR-friendly funds are more likely to link their CEO compensation to CSR outcomes. These results suggest that actively managed mutual funds, which were previously thought to be indifferent (or even detrimental) to social and ethical issues, play a significant role in corporate social outcomes of the firms they invest in.

Suggested Citation

  • Zhichuan Frank Li & Saurin Patel & Srikanth Ramani, 2021. "The Role of Mutual Funds in Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 174(3), pages 715-737, December.
    • Handle: RePEc:kap:jbuset:v:174:y:2021:i:3:d:10.1007_s10551-020-04618-x
    DOI: 10.1007/s10551-020-04618-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10551-020-04618-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10551-020-04618-x?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. Chen, Tao & Dong, Hui & Lin, Chen, 2020. "Institutional shareholders and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 135(2), pages 483-504.
    2. Hoje Jo & Maretno Harjoto, 2011. "Corporate Governance and Firm Value: The Impact of Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 103(3), pages 351-383, October.
    3. Samuel M. Hartzmark & Abigail B. Sussman, 2019. "Do Investors Value Sustainability? A Natural Experiment Examining Ranking and Fund Flows," Journal of Finance, American Finance Association, vol. 74(6), pages 2789-2837, December.
    4. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    5. Matvos, Gregor & Ostrovsky, Michael, 2010. "Heterogeneity and peer effects in mutual fund proxy voting," Journal of Financial Economics, Elsevier, vol. 98(1), pages 90-112, October.
    6. Hong, Harrison & Kostovetsky, Leonard, 2012. "Red and blue investing: Values and finance," Journal of Financial Economics, Elsevier, vol. 103(1), pages 1-19.
    7. Bernile, Gennaro & Bhagwat, Vineet & Yonker, Scott, 2018. "Board diversity, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 127(3), pages 588-612.
    8. Krüger, Philipp, 2015. "Corporate goodness and shareholder wealth," Journal of Financial Economics, Elsevier, vol. 115(2), pages 304-329.
    9. JOSEPH A. McCAHERY & ZACHARIAS SAUTNER & LAURA T. STARKS, 2016. "Behind the Scenes: The Corporate Governance Preferences of Institutional Investors," Journal of Finance, American Finance Association, vol. 71(6), pages 2905-2932, December.
    10. Borgers, Arian & Derwall, Jeroen & Koedijk, Kees & ter Horst, Jenke, 2015. "Do social factors influence investment behavior and performance? Evidence from mutual fund holdings," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 112-126.
    11. K. J. Martijn Cremers & Antti Petajisto, 2009. "How Active Is Your Fund Manager? A New Measure That Predicts Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3329-3365, September.
    12. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    13. Cristina Cella & Andrew Ellul & Mariassunta Giannetti, 2013. "Investors' Horizons and the Amplification of Market Shocks," The Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1607-1648.
    14. Borochin, Paul & Yang, Jie, 2017. "Options, equity risks, and the value of capital structure adjustments," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 150-178.
    15. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    16. Davis, Gerald F. & Kim, E. Han, 2007. "Business ties and proxy voting by mutual funds," Journal of Financial Economics, Elsevier, vol. 85(2), pages 552-570, August.
    17. Deng, Xin & Kang, Jun-koo & Low, Buen Sin, 2013. "Corporate social responsibility and stakeholder value maximization: Evidence from mergers," Journal of Financial Economics, Elsevier, vol. 110(1), pages 87-109.
    18. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    19. Submitter, Georgia & Tucker, Anne M., 2018. "The Long and the Short: Portfolio Turnover Ratios & Mutual Fund Investment Time Horizons," LawArXiv gvt6a, Center for Open Science.
    20. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2008. "Unobserved Actions of Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2379-2416, November.
    21. Parrino, Robert & Sias, Richard W. & Starks, Laura T., 2003. "Voting with their feet: institutional ownership changes around forced CEO turnover," Journal of Financial Economics, Elsevier, vol. 68(1), pages 3-46, April.
    22. Rui Albuquerque & Yrjö Koskinen & Chendi Zhang, 2019. "Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence," Management Science, INFORMS, vol. 65(10), pages 4451-4469, October.
    23. Clemens Sialm & Laura T. Starks & Hanjiang Zhang, 2015. "Defined Contribution Pension Plans: Sticky or Discerning Money?," Journal of Finance, American Finance Association, vol. 70(2), pages 805-838, April.
    24. Brekke, Kjell Arne & Nyborg, Karine, 2008. "Attracting responsible employees: Green production as labor market screening," Resource and Energy Economics, Elsevier, vol. 30(4), pages 509-526, December.
    25. Kim, Hyun-Dong & Kim, Taeyeon & Kim, Yura & Park, Kwangwoo, 2019. "Do long-term institutional investors promote corporate social responsibility activities?," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 256-269.
    26. Henri Servaes & Ane Tamayo, 2013. "The Impact of Corporate Social Responsibility on Firm Value: The Role of Customer Awareness," Management Science, INFORMS, vol. 59(5), pages 1045-1061, May.
    27. Chou, Julia & Ng, Lilian & Wang, Qinghai, 2011. "Are better governed funds better monitors?," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1254-1271.
    28. Maretno Harjoto & Hoje Jo & Yongtae Kim, 2017. "Is Institutional Ownership Related to Corporate Social Responsibility? The Nonlinear Relation and Its Implication for Stock Return Volatility," Journal of Business Ethics, Springer, vol. 146(1), pages 77-109, November.
    29. El Ghoul, Sadok & Karoui, Aymen, 2017. "Does corporate social responsibility affect mutual fund performance and flows?," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 53-63.
    30. Di Giuli, Alberta & Kostovetsky, Leonard, 2014. "Are red or blue companies more likely to go green? Politics and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 111(1), pages 158-180.
    31. Michael L. Barnett & Robert M. Salomon, 2012. "Does it pay to be really good? addressing the shape of the relationship between social and financial performance," Strategic Management Journal, Wiley Blackwell, vol. 33(11), pages 1304-1320, November.
    32. Maretno Harjoto & Indrarini Laksmana, 2018. "The Impact of Corporate Social Responsibility on Risk Taking and Firm Value," Journal of Business Ethics, Springer, vol. 151(2), pages 353-373, August.
    33. Dyck, Alexander & Lins, Karl V. & Roth, Lukas & Wagner, Hannes F., 2019. "Do institutional investors drive corporate social responsibility? International evidence," Journal of Financial Economics, Elsevier, vol. 131(3), pages 693-714.
    34. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    35. Amir Barnea & Amir Rubin, 2010. "Corporate Social Responsibility as a Conflict Between Shareholders," Journal of Business Ethics, Springer, vol. 97(1), pages 71-86, November.
    36. Ronald W. Masulis & Syed Walid Reza, 2015. "Agency Problems of Corporate Philanthropy," The Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 592-636.
    37. Bryan Hong & Zhichuan Li & Dylan Minor, 2016. "Corporate Governance and Executive Compensation for Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 136(1), pages 199-213, June.
    38. Mahfuja Malik, 2015. "Value-Enhancing Capabilities of CSR: A Brief Review of Contemporary Literature," Journal of Business Ethics, Springer, vol. 127(2), pages 419-438, March.
    39. Ashraf, Rasha & Jayaraman, Narayanan & Ryan, Harley E., 2012. "Do Pension-Related Business Ties Influence Mutual Fund Proxy Voting? Evidence from Shareholder Proposals on Executive Compensation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(3), pages 567-588, June.
    40. Gbenga Ibikunle & Tom Steffen, 2017. "European Green Mutual Fund Performance: A Comparative Analysis with their Conventional and Black Peers," Journal of Business Ethics, Springer, vol. 145(2), pages 337-355, October.
    41. Julian F. Kölbel & Timo Busch & Leonhardt M. Jancso, 2017. "How Media Coverage of Corporate Social Irresponsibility Increases Financial Risk," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2266-2284, November.
    42. David A. Carter & Betty J. Simkins & W. Gary Simpson, 2003. "Corporate Governance, Board Diversity, and Firm Value," The Financial Review, Eastern Finance Association, vol. 38(1), pages 33-53, February.
    43. Dimmock, Stephen G. & Gerken, William C. & Ivković, Zoran & Weisbenner, Scott J., 2018. "Capital gains lock-in and governance choices," Journal of Financial Economics, Elsevier, vol. 127(1), pages 113-135.
    44. Yermack, David, 2009. "Deductio' ad absurdum: CEOs donating their own stock to their own family foundations," Journal of Financial Economics, Elsevier, vol. 94(1), pages 107-123, October.
    45. Besley, Timothy & Ghatak, Maitreesh, 2007. "Retailing public goods: The economics of corporate social responsibility," Journal of Public Economics, Elsevier, vol. 91(9), pages 1645-1663, September.
    46. McLemore, Ping, 2019. "Do Mutual Funds Have Decreasing Returns to Scale? Evidence from Fund Mergers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(4), pages 1683-1711, August.
    47. Xinge Zhao, 2005. "Exit Decisions in the U.S. Mutual Fund Industry," The Journal of Business, University of Chicago Press, vol. 78(4), pages 1365-1402, July.
    48. Ioannis Oikonomou & Chris Brooks & Stephen Pavelin, 2012. "The Impact of Corporate Social Performance on Financial Risk and Utility: A Longitudinal Analysis," Financial Management, Financial Management Association International, vol. 41(2), pages 483-515, June.
    49. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2011. "Ownership structure and the cost of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 100(1), pages 1-23, April.
    50. Ron Bird & Anthony D. Hall & Francesco Momentè & Francesco Reggiani, 2007. "What Corporate Social Responsibility Activities are Valued by the Market?," Journal of Business Ethics, Springer, vol. 76(2), pages 189-206, December.
    51. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    52. Rob Bauer & Jeroen Derwall & Rogér Otten, 2007. "The Ethical Mutual Fund Performance Debate: New Evidence from Canada," Journal of Business Ethics, Springer, vol. 70(2), pages 111-124, January.
    53. Rajna Gibson & Simon Glossner & Philipp Krueger & Pedro Matos & Tom Steffen, 2020. "Responsible Institutional Investing Around the World," Swiss Finance Institute Research Paper Series 20-13, Swiss Finance Institute.
    54. Koedijk, Kees & ter Horst, Jenke & Borgers, Arian & Derwall, Jeroen, 2015. "Do Social Factors Influence Investment Behaviour and Performance? Evidence from Mutual Fund Holdings," CEPR Discussion Papers 10740, C.E.P.R. Discussion Papers.
    55. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    56. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    57. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    58. Ronald Hill & Thomas Ainscough & Todd Shank & Daryl Manullang, 2007. "Corporate Social Responsibility and Socially Responsible Investing: A Global Perspective," Journal of Business Ethics, Springer, vol. 70(2), pages 165-174, January.
    59. Morgan, Angela & Poulsen, Annette & Wolf, Jack & Yang, Tina, 2011. "Mutual funds as monitors: Evidence from mutual fund voting," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 914-928, September.
    60. Paul Cox & Patricia Wicks, 2011. "Institutional Interest in Corporate Responsibility: Portfolio Evidence and Ethical Explanation," Journal of Business Ethics, Springer, vol. 103(1), pages 143-165, September.
    61. Chen, Xia & Harford, Jarrad & Li, Kai, 2007. "Monitoring: Which institutions matter?," Journal of Financial Economics, Elsevier, vol. 86(2), pages 279-305, November.
    62. Jeremy Galbreath, 2016. "When do Board and Management Resources Complement Each Other? A Study of Effects on Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 136(2), pages 281-292, June.
    63. Katherine Scrivens & Conal Smith, 2013. "Four Interpretations of Social Capital: An Agenda for Measurement," OECD Statistics Working Papers 2013/6, OECD Publishing.
    64. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    65. Francisco Climent & Pilar Soriano, 2011. "Green and Good? The Investment Performance of US Environmental Mutual Funds," Journal of Business Ethics, Springer, vol. 103(2), pages 275-287, October.
    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. Douglas Cumming & Lars Helge Hass & Linda A. Myers & Monika Tarsalewska, 2023. "Does Venture Capital Backing Improve Disclosure Controls and Procedures? Evidence from Management’s Post-IPO Disclosures," Journal of Business Ethics, Springer, vol. 187(3), pages 539-563, October.
    2. Dachen Sheng & Heather A. Montgomery, 2024. "Does Herding and Anti-Herding Reflect Portfolio Managers’ Abilities in Emerging Markets?," Mathematics, MDPI, vol. 12(8), pages 1-28, April.
    3. Jonghyuk Bae & Natalya Khimich & Sungsoo Kim & Emanuel Zur, 2023. "Can Green Investments Increase Your Green? Evidence from Social Hedge Fund Activists," Journal of Business Ethics, Springer, vol. 187(4), pages 781-801, November.
    4. Alda, Mercedes & Muñoz, Fernando & Vargas, María, 2022. "Product differentiation in the socially responsible mutual fund industry," Journal of Multinational Financial Management, Elsevier, vol. 64(C).
    5. Hoang, Thi Hong Van & Pham, Linh & Nguyen, Thanh Thi Phuong, 2023. "Does country sustainability improve firm ESG reporting transparency? The moderating role of firm industry and CSR engagement," Economic Modelling, Elsevier, vol. 125(C).
    6. Wennanxiang Wang & Ridong Hu & Cheng Zhang & Yang Shen, 2023. "Does Socially Responsible Investing Make a Better Society?—A Micro Perspective through Mutual Funds and Their Investee Companies," Sustainability, MDPI, vol. 15(11), pages 1-20, May.
    7. Zhang, Ning & Zhang, Yue & Zong, Zhe, 2023. "Fund ESG performance and downside risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 86(C).
    8. Cecília Carmo & Cristiana Ribeiro, 2022. "Mandatory Non-Financial Information Disclosure under European Directive 95/2014/EU: Evidence from Portuguese Listed Companies," Sustainability, MDPI, vol. 14(8), pages 1-23, April.

    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. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    2. Hans B. Christensen & Luzi Hail & Christian Leuz, 2021. "Mandatory CSR and sustainability reporting: economic analysis and literature review," Review of Accounting Studies, Springer, vol. 26(3), pages 1176-1248, September.
    3. Maretno A. Harjoto & Andreas G. F. Hoepner & Marcus A. Nilsson, 2022. "Bondholders’ returns and stakeholders’ interests," Review of Quantitative Finance and Accounting, Springer, vol. 59(4), pages 1271-1301, November.
    4. Chen, Tao & Dong, Hui & Lin, Chen, 2020. "Institutional shareholders and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 135(2), pages 483-504.
    5. Buchanan, Bonnie G. & Cao, Cathy Xuying & Wang, Shuhui, 2021. "Corporate social responsibility and inside debt: The long game," International Review of Financial Analysis, Elsevier, vol. 78(C).
    6. Dasgupta, Amil & Fos, Vyacheslav & Sautner, Zacharias, 2021. "Institutional investors and corporate governance," LSE Research Online Documents on Economics 112114, London School of Economics and Political Science, LSE Library.
    7. Barka, Zeineb & Hamza, Taher & Mrad, Senda, 2023. "Corporate ESG scores and equity market misvaluation: Toward ethical investor behavior," Economic Modelling, Elsevier, vol. 127(C).
    8. Jun Duanmu & Qiping Huang & Yongjia Li & Garrett A. McBrayer, 2021. "Can hedge funds benefit from corporate social responsibility investment?," The Financial Review, Eastern Finance Association, vol. 56(2), pages 251-278, May.
    9. Dunbar, Craig & Li, Zhichuan (Frank) & Shi, Yaqi, 2020. "CEO risk-taking incentives and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 64(C).
    10. Zhou, Fangzhao & Zhu, Jichen & Qi, Yawei & Yang, Jun & An, Yunbi, 2021. "Multi-dimensional corporate social responsibilities and stock price crash risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    11. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    12. Li, Chengcheng & Wang, Xiaoqiong, 2022. "Local peer effects of corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 73(C).
    13. Chowdhury, Hasibul & Hodgson, Allan & Hasan, Mostafa Monzur, 2022. "Does a competitive external labour market affect corporate social responsibility? Evidence from industry tournament incentives," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
    14. Incheol Kim & Hong Wan & Bin Wang & Tina Yang, 2019. "Institutional Investors and Corporate Environmental, Social, and Governance Policies: Evidence from Toxics Release Data," Management Science, INFORMS, vol. 65(10), pages 4901-4926, October.
    15. Nain, Amrita & Yao, Tong, 2013. "Mutual fund skill and the performance of corporate acquirers," Journal of Financial Economics, Elsevier, vol. 110(2), pages 437-456.
    16. Humphrey, Jacquelyn E. & Li, Yong, 2021. "Who goes green: Reducing mutual fund emissions and its consequences," Journal of Banking & Finance, Elsevier, vol. 126(C).
    17. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    18. Do, Hung X. & Nguyen, Lily & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "LGBT policy, investor trading behavior, and return comovement," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 457-483.
    19. Thomas J. Chemmanur & Dimitrios Gounopoulos & Panagiotis Koutroumpis & Yu Zhang, 2022. "CSR and Firm Survival: Evidence from the Climate and Pandemic Crises," Working Papers 935, Queen Mary University of London, School of Economics and Finance.
    20. Eunice S. Khoo & Li Chen & Gary S. Monroe, 2023. "Shareholder election of CSR committee members and its effects on CSR performance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(3-4), pages 716-763, March.

    More about this item

    Keywords

    Corporate social responsibility; Mutual funds; Socially responsible investment; Corporate governance; Executive compensation;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

    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:jbuset:v:174:y:2021:i:3:d:10.1007_s10551-020-04618-x. 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.