IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v55y2020i1d10.1007_s11156-019-00846-z.html
   My bibliography  Save this article

Mutual funds, tunneling and firm performance: evidence from China

Author

Listed:
  • Amon Chizema

    (University of Birmingham)

  • Wei Jiang

    (University of Manchester)

  • Jing-Ming Kuo

    (University of Birmingham)

  • Xiaoqi Song

    (National Equities Exchange and Quotations)

Abstract

In contrast to US companies, Chinese firms have concentrated ownership with the effect that the central agency problem emanates from controlling shareholders expropriating minority shareholders, a phenomenon referred to as ‘tunneling’. This study examines the monitoring effect of mutual funds on the tunneling behavior of controlling shareholders. Due to the distinctive institutional settings in China, including a high level of ownership concentration, underdeveloped legal system in the stock markets and weak governance mechanisms in the mutual fund industry, we find that an increase in mutual fund ownership effectively mitigates the tunneling behavior of controlling shareholders thus improving firm performance. Nonetheless, after the mutual fund ownership reaches a certain threshold, an increase in concentrated mutual fund ownership is associated with heavier tunneling and lower firm performance. This may suggest that concentrated mutual funds collude with controlling shareholders in order to preserve their private interests. Moreover, the above effects are found to be more pronounced for firms with heavier tunneling activities. Our finding of the non-monotonic monitoring role of mutual funds brings attention to the private interest theory for mutual funds, an aspect that has been largely ignored in previous studies on mutual funds.

Suggested Citation

  • Amon Chizema & Wei Jiang & Jing-Ming Kuo & Xiaoqi Song, 2020. "Mutual funds, tunneling and firm performance: evidence from China," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 355-387, July.
  • Handle: RePEc:kap:rqfnac:v:55:y:2020:i:1:d:10.1007_s11156-019-00846-z
    DOI: 10.1007/s11156-019-00846-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-019-00846-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11156-019-00846-z?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. Kai Li & Tan Wang & Yan-Leung Cheung & Ping Jiang, 2011. "Privatization and Risk Sharing: Evidence from the Split Share Structure Reform in China," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2499-2525.
    2. Gul, Ferdinand A., 1999. "Government share ownership, investment opportunity set and corporate policy choices in China," Pacific-Basin Finance Journal, Elsevier, vol. 7(2), pages 157-172, May.
    3. Mehran, Hamid & Stulz, Rene M., 2007. "The economics of conflicts of interest in financial institutions," Journal of Financial Economics, Elsevier, vol. 85(2), pages 267-296, August.
    4. Ling Lin & Pavinee Manowan, 2012. "Institutional Ownership Composition and Earnings Management," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 15(04), pages 1-22.
    5. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
    6. Velury, Uma & Jenkins, David S., 2006. "Institutional ownership and the quality of earnings," Journal of Business Research, Elsevier, vol. 59(9), pages 1043-1051, September.
    7. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer & Robert Vishny, 2002. "Investor Protection and Corporate Valuation," Journal of Finance, American Finance Association, vol. 57(3), pages 1147-1170, June.
    8. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    9. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    10. Firth, Michael & Fung, Peter M.Y. & Rui, Oliver M., 2006. "Corporate performance and CEO compensation in China," Journal of Corporate Finance, Elsevier, vol. 12(4), pages 693-714, September.
    11. Shleifer, Andrei & Vishny, Robert W, 1986. "Large Shareholders and Corporate Control," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 461-488, June.
    12. Kuo, Jing-Ming & Ning, Lutao & Song, Xiaoqi, 2014. "The Real and Accrual-based Earnings Management Behaviors: Evidence from the Split Share Structure Reform in China," The International Journal of Accounting, Elsevier, vol. 49(1), pages 101-136.
    13. Neslihan Ozkan, 2011. "CEO Compensation and Firm Performance: an Empirical Investigation of UK Panel Data," European Financial Management, European Financial Management Association, vol. 17(2), pages 260-285, March.
    14. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    15. Berkman, Henk & Cole, Rebel A. & Fu, Lawrence J., 2009. "Expropriation through loan guarantees to related parties: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 141-156, January.
    16. Ann E. Harrison & Margaret S. McMillan, 2022. "Does direct foreign investment affect domestic credit constraints?," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 7, pages 153-180, World Scientific Publishing Co. Pte. Ltd..
    17. Wei Huang, 2016. "Tunneling through related-party loan guarantees: evidence from a quasi-experiment in China," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 857-884, October.
    18. Paul H. Malatesta & Kathryn L. DeWenter, 2001. "State-Owned and Privately Owned Firms: An Empirical Analysis of Profitability, Leverage, and Labor Intensity," American Economic Review, American Economic Association, vol. 91(1), pages 320-334, March.
    19. Hamid Sakaki & Dave Jackson & Surendranath Jory, 2017. "Institutional ownership stability and real earnings management," Review of Quantitative Finance and Accounting, Springer, vol. 49(1), pages 227-244, July.
    20. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    21. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    22. Duan, Ying & Jiao, Yawen, 2016. "The Role of Mutual Funds in Corporate Governance: Evidence from Mutual Funds’ Proxy Voting and Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 489-513, April.
    23. Heflin, Frank & Shaw, Kenneth W., 2000. "Blockholder Ownership and Market Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(4), pages 621-633, December.
    24. Lie, Erik, 2005. "Operating performance following dividend decreases and omissions," Journal of Corporate Finance, Elsevier, vol. 12(1), pages 27-53, December.
    25. Qi, Daqing & Wu, Woody & Zhang, Hua, 2000. "Shareholding structure and corporate performance of partially privatized firms: Evidence from listed Chinese companies," Pacific-Basin Finance Journal, Elsevier, vol. 8(5), pages 587-610, October.
    26. Wang, Kun & Xiao, Xing, 2011. "Controlling shareholders' tunneling and executive compensation: Evidence from China," Journal of Accounting and Public Policy, Elsevier, vol. 30(1), pages 89-100, January.
    27. Chen, Gongmeng & Firth, Michael & Xin, Yu & Xu, Liping, 2008. "Control Transfers, Privatization, and Corporate Performance: Efficiency Gains in China's Listed Companies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 161-190, March.
    28. Aggarwal, Reena & Erel, Isil & Ferreira, Miguel & Matos, Pedro, 2011. "Does governance travel around the world? Evidence from institutional investors," Journal of Financial Economics, Elsevier, vol. 100(1), pages 154-181, April.
    29. McConnell, John J. & Servaes, Henri, 1990. "Additional evidence on equity ownership and corporate value," Journal of Financial Economics, Elsevier, vol. 27(2), pages 595-612, October.
    30. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    31. Liona Lai & Henry Tam, 2017. "Corporate governance, ownership structure and managing earnings to meet critical thresholds among Chinese listed firms," Review of Quantitative Finance and Accounting, Springer, vol. 48(3), pages 789-818, April.
    32. King, Michael R. & Santor, Eric, 2008. "Family values: Ownership structure, performance and capital structure of Canadian firms," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2423-2432, November.
    33. Cornett, Marcia Millon & Marcus, Alan J. & Saunders, Anthony & Tehranian, Hassan, 2007. "The impact of institutional ownership on corporate operating performance," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1771-1794, June.
    34. Djankov, Simeon & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2008. "The law and economics of self-dealing," Journal of Financial Economics, Elsevier, vol. 88(3), pages 430-465, June.
    35. Hou, Wenxuan & Kuo, Jing-Ming & Lee, Edward, 2012. "The impact of state ownership on share price informativeness: The case of the Split Share Structure Reform in China," The British Accounting Review, Elsevier, vol. 44(4), pages 248-261.
    36. Cheung, Yan-Leung & Rau, P. Raghavendra & Stouraitis, Aris, 2006. "Tunneling, propping, and expropriation: evidence from connected party transactions in Hong Kong," Journal of Financial Economics, Elsevier, vol. 82(2), pages 343-386, November.
    37. Miao Luo & Tao Chen & Isabel Yan, 2014. "Price informativeness and institutional ownership: evidence from Japan," Review of Quantitative Finance and Accounting, Springer, vol. 42(4), pages 627-651, May.
    38. Masulis, Ronald W. & Mobbs, Shawn, 2014. "Independent director incentives: Where do talented directors spend their limited time and energy?," Journal of Financial Economics, Elsevier, vol. 111(2), pages 406-429.
    39. Guercio, Diane Del & Hawkins, Jennifer, 1999. "The motivation and impact of pension fund activism," Journal of Financial Economics, Elsevier, vol. 52(3), pages 293-340, June.
    40. Peng, Winnie Qian & Wei, K.C. John & Yang, Zhishu, 2011. "Tunneling or propping: Evidence from connected transactions in China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 306-325, April.
    41. Stijn Claessens & Simeon Djankov & Joseph P. H. Fan & Larry H. P. Lang, 2002. "Disentangling the Incentive and Entrenchment Effects of Large Shareholdings," Journal of Finance, American Finance Association, vol. 57(6), pages 2741-2771, December.
    42. Conyon, Martin J. & He, Lerong, 2011. "Executive compensation and corporate governance in China," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 1158-1175, September.
    43. Chunxin Jia & Shujun Ding & Yuanshun Li & Zhenyu Wu, 2009. "Fraud, Enforcement Action, and the Role of Corporate Governance: Evidence from China," Journal of Business Ethics, Springer, vol. 90(4), pages 561-576, December.
    44. Liu, Qiao & Lu, Zhou (Joe), 2007. "Corporate governance and earnings management in the Chinese listed companies: A tunneling perspective," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 881-906, December.
    45. Shasha Liu & Yunhao Dai & Dongmin Kong, 2017. "Does It Pay to Communicate with Firms? Evidence from Firm Site Visits of Mutual Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(5-6), pages 611-645, May.
    46. Allayannis, George & Weston, James P, 2001. "The Use of Foreign Currency Derivatives and Firm Market Value," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 243-276.
    47. Chung, Richard & Firth, Michael & Kim, Jeong-Bon, 2002. "Institutional monitoring and opportunistic earnings management," Journal of Corporate Finance, Elsevier, vol. 8(1), pages 29-48, January.
    48. Firth, Michael & Lin, Chen & Zou, Hong, 2010. "Friend or Foe? The Role of State and Mutual Fund Ownership in the Split Share Structure Reform in China," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 685-706, June.
    49. Joseph P. H. Fan & T. J. Wong, 2005. "Do External Auditors Perform a Corporate Governance Role in Emerging Markets? Evidence from East Asia," Journal of Accounting Research, Wiley Blackwell, vol. 43(1), pages 35-72, March.
    50. Chen, Gongmeng & Firth, Michael & Xu, Liping, 2009. "Does the type of ownership control matter? Evidence from China's listed companies," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 171-181, January.
    51. Stephen L. Nesbitt, 1994. "LONG‐TERM REWARDS FROM SHAREHOLDER ACTIVISM: A STUDY OF THE “CalPERS EFFECT”," Journal of Applied Corporate Finance, Morgan Stanley, vol. 6(4), pages 75-80, January.
    52. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    53. Kim, Oliver, 1993. "Disagreements among Shareholders over a Firm's Disclosure Policy," Journal of Finance, American Finance Association, vol. 48(2), pages 747-760, June.
    54. Barclay, Michael J. & Holderness, Clifford G. & Pontiff, Jeffrey, 1993. "Private benefits from block ownership and discounts on closed-end funds," Journal of Financial Economics, Elsevier, vol. 33(3), pages 263-291, June.
    55. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    56. Gao, Lei & Kling, Gerhard, 2008. "Corporate governance and tunneling: Empirical evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 591-605, November.
    57. Maury, Benjamin, 2006. "Family ownership and firm performance: Empirical evidence from Western European corporations," Journal of Corporate Finance, Elsevier, vol. 12(2), pages 321-341, January.
    58. Ramalingegowda, Santhosh & Yu, Yong, 2012. "Institutional ownership and conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 98-114.
    59. Chee Lim & David Ding & Charlie Charoenwong, 2013. "Non-audit fees, institutional monitoring, and audit quality," Review of Quantitative Finance and Accounting, Springer, vol. 41(2), pages 343-384, August.
    60. Shujun Ding & Chunxin Jia & Zhenyu Wu, 2016. "Mutual Fund Activism and Market Regulation During the Pre-IFRS Period: The Case of Earnings Informativeness in China from an Ethical Perspective," Journal of Business Ethics, Springer, vol. 138(4), pages 765-785, November.
    61. Li, Guoping, 2010. "The pervasiveness and severity of tunneling by controlling shareholders in China," China Economic Review, Elsevier, vol. 21(2), pages 310-323, June.
    62. Jianan Guo, 2016. "Ultimate Controlling Shareholders and Dividend Payout Policy in Chinese Stock Market," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 19(02), pages 1-35, June.
    63. Smith, Michael P, 1996. "Shareholder Activism by Institutional Investors: Evidence for CalPERS," Journal of Finance, American Finance Association, vol. 51(1), pages 227-252, March.
    64. Liu, Qigui & Tian, Gary, 2012. "Controlling shareholder, expropriations and firm's leverage decision: Evidence from Chinese Non-tradable share reform," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 782-803.
    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. Ping Sun & Sheng Ma & Xinxin Xu, 2022. "Multi-Factor Collaborative Governance of Controlling Shareholder Expropriation Behavior in Emerging Economies: A Perspective of Double Principal-Agent Conflicts," SAGE Open, , vol. 12(2), pages 21582440221, May.
    2. Li, Fangzhou & Jiang, Yuxiang, 2022. "Institutional investor networks and crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 47(PA).
    3. Gao, Kaijuan & Shen, Yiran & Chan, Kam C., 2021. "Does analyst following restrain tunneling? Evidence from brokerage closures and mergers," Finance Research Letters, Elsevier, vol. 41(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. Fuxiu Jiang & Kenneth A Kim, 2020. "Corporate Governance in China: A Survey [The role of boards of directors in corporate governance: a conceptual framework and survey]," Review of Finance, European Finance Association, vol. 24(4), pages 733-772.
    2. Ding, Rong & Hou, Wenxuan & Kuo, Jing-Ming & Lee, Edward, 2013. "Fund ownership and stock price informativeness of Chinese listed firms," Journal of Multinational Financial Management, Elsevier, vol. 23(3), pages 166-185.
    3. He, Yan & Chiu, Yung-ho & Zhang, Bin, 2015. "The impact of corporate governance on state-owned and non-state-owned firms efficiency in China," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 252-277.
    4. Lin, Yongjia Rebecca & Fu, Xiaoqing Maggie, 2017. "Does institutional ownership influence firm performance? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 17-57.
    5. Chan, Ann Ling-Ching & Ding, Rong & Hou, Wenxuan, 2014. "Does mutual fund ownership affect financial reporting quality for Chinese privately-owned enterprises?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 131-140.
    6. Kuo, Jing-Ming & Ning, Lutao & Song, Xiaoqi, 2014. "The Real and Accrual-based Earnings Management Behaviors: Evidence from the Split Share Structure Reform in China," The International Journal of Accounting, Elsevier, vol. 49(1), pages 101-136.
    7. Lars Helge Haß & Sofia Johan & Maximilian André Müller, 2016. "The Effectiveness of Public Enforcement: Evidence from the Resolution of Tunneling in China," Journal of Business Ethics, Springer, vol. 134(4), pages 649-668, April.
    8. Pombo, Carlos & De la hoz, María Camila, 2015. "Institutional Investors and Firm Valuation: Evidence from Latin America," Galeras. Working Papers Series 040, Universidad de Los Andes. Facultad de Administración. School of Management.
    9. Liu, Chunyan & Uchida, Konari & Yang, Yufeng, 2014. "Controlling shareholder, split-share structure reform and cash dividend payments in China," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 339-357.
    10. Jiandong Chen & Douglas Cumming & Wenxuan Hou & Edward Lee, 2016. "CEO Accountability for Corporate Fraud: Evidence from the Split Share Structure Reform in China," Journal of Business Ethics, Springer, vol. 138(4), pages 787-806, November.
    11. Haß, Lars Helge & Vergauwe, Skrålan & Zhang, Qiyu, 2014. "Corporate governance and the information environment: Evidence from Chinese stock markets," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 106-119.
    12. Cai, Guilong & Xie, Sujuan & Xu, Yue & Zeng, Yamin & Zhang, Junsheng, 2019. "Ultimate parent's board reform and controlling shareholder entrenchment: Evidence from a quasi-natural experiment in China," Emerging Markets Review, Elsevier, vol. 38(C), pages 389-403.
    13. Li, Ke & Lu, Lei & Mittoo, Usha R. & Zhang, Zhou, 2015. "Board independence, ownership concentration and corporate performance—Chinese evidence," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 162-175.
    14. Wei Huang & Hong Zhang & Abhinav Goyal & Jason Laws, 2019. "Internal capital market mergers in weak external market environment: An emerging market evidence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 1486-1505, October.
    15. Shan, Yuan George, 2019. "Do corporate governance and disclosure tone drive voluntary disclosure of related-party transactions in China?," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 34(C), pages 30-48.
    16. Ma, Liangbo & Ma, Shiguang & Tian, Gary, 2013. "Political connections, founder-managers, and their impact on tunneling in China's listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 312-339.
    17. Wenxuan Hou & Geoff Moore, 2010. "Player and Referee Roles Held Jointly: The Effect of State Ownership on China’s Regulatory Enforcement Against Fraud," Journal of Business Ethics, Springer, vol. 95(2), pages 317-335, September.
    18. Jiang, Guohua & Rao, Pingui & Yue, Heng, 2015. "Tunneling through Non-Operational Fund Occupancy: An investigation based on officially identified activities," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 295-311.
    19. Alhashel, Bader S. & Albader, Sulaiman H., 2020. "How do sovereign wealth funds pay their portfolio companies’ executives? Evidence from Kuwait," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 303-322.
    20. Ali, Muhammad Jahangir & Biswas, Pallab Kumar & Chapple, Larelle & Kumarasinghe, Sriyalatha, 2024. "Institutional ownership and earnings quality: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).

    More about this item

    Keywords

    Mutual funds; Corporate governance; Tunneling; Firm performance; Nonlinearity; Ownership concentration;
    All these keywords.

    JEL classification:

    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

    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:rqfnac:v:55:y:2020:i:1:d:10.1007_s11156-019-00846-z. 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://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.