IDEAS home Printed from https://ideas.repec.org/a/eee/finsta/v57y2021ics157230892100108x.html
   My bibliography  Save this article

Low-carbon city initiatives and firm risk: A quasi-natural experiment in China

Author

Listed:
  • Huang, Jingchang
  • Cao, June
  • Hasan, Tahseen
  • Zhao, Jing

Abstract

This study contributes to the low-carbon city (LCC) related literature by providing causal evidence on the impact of carbon reduction regulation on firm risk. Using staggered adoption of LCC program shocks in China as a quasi-natural experiment, we implement a difference-in-differences (DiD) analysis to investigate the impact of the low-carbon city initiatives on firm risk. We find that low-carbon city initiatives are significantly correlated with firm total risk, systematic risk, and idiosyncratic risk. The results are more pronounced for firms with greater changes of investment in fixed assets and R&D and for firms in provinces with stronger legal enforcement. Our study provides in-depth insights into the low-carbon city initiatives and the firm-level impact of its implementation.

Suggested Citation

  • Huang, Jingchang & Cao, June & Hasan, Tahseen & Zhao, Jing, 2021. "Low-carbon city initiatives and firm risk: A quasi-natural experiment in China," Journal of Financial Stability, Elsevier, vol. 57(C).
  • Handle: RePEc:eee:finsta:v:57:y:2021:i:c:s157230892100108x
    DOI: 10.1016/j.jfs.2021.100949
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S157230892100108X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfs.2021.100949?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. Huang, Jingchang & Zhao, Jing & Cao, June, 2021. "Environmental regulation and corporate R&D investment—evidence from a quasi-natural experiment," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 154-174.
    2. Zhongxiang Zhang, 2015. "Carbon emissions trading in China: the evolution from pilots to a nationwide scheme," Climate Policy, Taylor & Francis Journals, vol. 15(sup1), pages 104-126, December.
    3. Ying QU & Yue LIU, 2017. "Evaluating the low-carbon development of urban China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(3), pages 939-953, June.
    4. David Williamson & Gary Lynch-Wood & John Ramsay, 2006. "Drivers of Environmental Behaviour in Manufacturing SMEs and the Implications for CSR," Journal of Business Ethics, Springer, vol. 67(3), pages 317-330, September.
    5. Huasheng Gao & Wei Zhang, 2017. "Employment Nondiscrimination Acts and Corporate Innovation," Management Science, INFORMS, vol. 63(9), pages 2982-2999, September.
    6. Darren D. Lee & Robert W. Faff, 2009. "Corporate Sustainability Performance and Idiosyncratic Risk: A Global Perspective," The Financial Review, Eastern Finance Association, vol. 44(2), pages 213-237, May.
    7. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    8. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    9. Gao, Huasheng & Zhang, Jin, 2019. "SOX Section 404 and Corporate Innovation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(2), pages 759-787, April.
    10. Hollis Ashbaugh‐Skaife & Daniel W. Collins & William R. Kinney Jr & Ryan Lafond, 2009. "The Effect of SOX Internal Control Deficiencies on Firm Risk and Cost of Equity," Journal of Accounting Research, Wiley Blackwell, vol. 47(1), pages 1-43, March.
    11. Mohammed Benlemlih & Amama Shaukat & Yan Qiu & Grzegorz Trojanowski, 2018. "Environmental and Social Disclosures and Firm Risk," Journal of Business Ethics, Springer, vol. 152(3), pages 613-626, October.
    12. Meles, Antonio & Salerno, Dario & Sampagnaro, Gabriele & Fu, Mengchuan, 2021. "The going-public decision and firm risk," Journal of Financial Stability, Elsevier, vol. 54(C).
    13. Ferri, Fabrizio & Zheng, Ronghuo & Zou, Yuan, 2018. "Uncertainty about managers’ reporting objectives and investors’ response to earnings reports: Evidence from the 2006 executive compensation disclosures," Journal of Accounting and Economics, Elsevier, vol. 66(2), pages 339-365.
    14. Anthony A. Defusco, 2018. "Homeowner Borrowing and Housing Collateral: New Evidence from Expiring Price Controls," Journal of Finance, American Finance Association, vol. 73(2), pages 523-573, April.
    15. Popp, David & Newell, Richard G. & Jaffe, Adam B., 2010. "Energy, the Environment, and Technological Change," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 873-937, Elsevier.
    16. Can Wang & Jie Lin & Wenjia Cai & ZhongXiang Zhang, 2013. "Policies and Practices of Low Carbon City Development in China," Energy & Environment, , vol. 24(7-8), pages 1347-1372, December.
    17. Busch, Timo & Hoffmann, Volker H., 2007. "Emerging carbon constraints for corporate risk management," Ecological Economics, Elsevier, vol. 62(3-4), pages 518-528, May.
    18. Milidonis, Andreas & Stathopoulos, Konstantinos, 2014. "Managerial Incentives, Risk Aversion, and Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 453-481, April.
    19. Holger Daske & Luzi Hail & Christian Leuz & Rodrigo Verdi, 2008. "Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences," Journal of Accounting Research, Wiley Blackwell, vol. 46(5), pages 1085-1142, December.
    20. Low, Angie, 2009. "Managerial risk-taking behavior and equity-based compensation," Journal of Financial Economics, Elsevier, vol. 92(3), pages 470-490, June.
    21. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," NBER Working Papers 8190, National Bureau of Economic Research, Inc.
    22. Qiu, Yan & Shaukat, Amama & Tharyan, Rajesh, 2016. "Environmental and social disclosures: Link with corporate financial performance," The British Accounting Review, Elsevier, vol. 48(1), pages 102-116.
    23. Ariella Kahn-Lang & Kevin Lang, 2020. "The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 613-620, July.
    24. Li Cai & Jinhua Cui & Hoje Jo, 2016. "Corporate Environmental Responsibility and Firm Risk," Journal of Business Ethics, Springer, vol. 139(3), pages 563-594, December.
    25. Burnett, Royce D. & Hansen, Don R., 2008. "Ecoefficiency: Defining a role for environmental cost management," Accounting, Organizations and Society, Elsevier, vol. 33(6), pages 551-581, August.
    26. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    27. Amit Goyal & Pedro Santa-Clara, 2003. "Idiosyncratic Risk Matters!," Journal of Finance, American Finance Association, vol. 58(3), pages 975-1008, June.
    28. Edwards, Alexander & Todtenhaupt, Maximilian, 2020. "Capital gains taxation and funding for start-ups," Journal of Financial Economics, Elsevier, vol. 138(2), pages 549-571.
    29. Alexandra Niessen-Ruenzi & Stefan Ruenzi, 2019. "Sex Matters: Gender Bias in the Mutual Fund Industry," Management Science, INFORMS, vol. 65(7), pages 3001-3025, July.
    30. Yiwei Dou & M. H. Franco Wong & Baohua Xin, 2019. "The Effect of Financial Reporting Quality on Corporate Investment Efficiency: Evidence from the Adoption of SFAS No. 123R," Management Science, INFORMS, vol. 67(5), pages 2249-2266, May.
    31. Li, Zheng & Chang, Shiyao & Ma, Linwei & Liu, Pei & Zhao, Lingxiao & Yao, Qiang, 2012. "The development of low-carbon towns in China: Concepts and practices," Energy, Elsevier, vol. 47(1), pages 590-599.
    32. 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.
    33. Stefanescu, Irina & Wang, Yupeng & Xie, Kangzhen & Yang, Jun, 2018. "Pay me now (and later): Pension benefit manipulation before plan freezes and executive retirement," Journal of Financial Economics, Elsevier, vol. 127(1), pages 152-173.
    34. Meirong Su & Chen Liang & Bin Chen & Shaoqing Chen & Zhifeng Yang, 2012. "Low-Carbon Development Patterns: Observations of Typical Chinese Cities," Energies, MDPI, vol. 5(2), pages 1-14, February.
    35. Amit Goyal & Pedro Santa‐Clara, 2003. "Idiosyncratic Risk Matters!," Journal of Finance, American Finance Association, vol. 58(3), pages 975-1007, June.
    36. Gomi, Kei & Shimada, Kouji & Matsuoka, Yuzuru, 2010. "A low-carbon scenario creation method for a local-scale economy and its application in Kyoto city," Energy Policy, Elsevier, vol. 38(9), pages 4783-4796, September.
    37. Wang, Yizhong & Wei, Yueling & Song, Frank M., 2017. "Uncertainty and corporate R&D investment: Evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 176-200.
    38. Yew Kee Ho & Zhenyu Xu & Chee Meng Yap, 2004. "R&D investment and systematic risk," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(3), pages 393-418, November.
    39. Suman Banerjee & Mark Humphery-Jenner & Vikram Nanda, 2015. "Restraining Overconfident CEOs through Improved Governance: Evidence from the Sarbanes-Oxley Act," Review of Financial Studies, Society for Financial Studies, vol. 28(10), pages 2812-2858.
    40. Pontiff, Jeffrey, 2006. "Costly arbitrage and the myth of idiosyncratic risk," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 35-52, October.
    41. Armstrong, Christopher S. & Balakrishnan, Karthik & Cohen, Daniel, 2012. "Corporate governance and the information environment: Evidence from state antitakeover laws," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 185-204.
    42. Kyung, Hangsoo & Lee, Hakyin & Marquardt, Carol, 2019. "The effect of voluntary clawback adoption on non-GAAP reporting," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 175-201.
    43. Shimada, Koji & Tanaka, Yoshitaka & Gomi, Kei & Matsuoka, Yuzuru, 2007. "Developing a long-term local society design methodology towards a low-carbon economy: An application to Shiga Prefecture in Japan," Energy Policy, Elsevier, vol. 35(9), pages 4688-4703, September.
    44. Yang, Zhenbing & Fan, Meiting & Shao, Shuai & Yang, Lili, 2017. "Does carbon intensity constraint policy improve industrial green production performance in China? A quasi-DID analysis," Energy Economics, Elsevier, vol. 68(C), pages 271-282.
    45. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    46. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," Journal of Finance, American Finance Association, vol. 56(4), pages 1247-1292, August.
    47. Kolk, Ans & Pinkse, Jonatan, 2004. "Market Strategies for Climate Change," European Management Journal, Elsevier, vol. 22(3), pages 304-314, June.
    48. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    49. ZhongXiang Zhang, 2015. "Carbon Emissions Trading in China: Features and Compliance of Pilots and their Transition to a Nationwide Scheme," Review of Environment, Energy and Economics - Re3, Fondazione Eni Enrico Mattei, July.
    50. Inder K. Khurana & Wei Wang, 2019. "International Mergers and Acquisitions Laws, the Market for Corporate Control, and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 57(1), pages 241-290, March.
    51. Barbera, Anthony J. & McConnell, Virginia D., 1990. "The impact of environmental regulations on industry productivity: Direct and indirect effects," Journal of Environmental Economics and Management, Elsevier, vol. 18(1), pages 50-65, January.
    52. Chen, Yi-Chun & Hung, Mingyi & Wang, Yongxiang, 2018. "The effect of mandatory CSR disclosure on firm profitability and social externalities: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 65(1), pages 169-190.
    53. Lin, Chen & Schmid, Thomas & Xuan, Yuhai, 2018. "Employee representation and financial leverage," Journal of Financial Economics, Elsevier, vol. 127(2), pages 303-324.
    54. Dhakal, Shobhakar, 2009. "Urban energy use and carbon emissions from cities in China and policy implications," Energy Policy, Elsevier, vol. 37(11), pages 4208-4219, November.
    55. Hoje Jo & Haejung Na, 2012. "Does CSR Reduce Firm Risk? Evidence from Controversial Industry Sectors," Journal of Business Ethics, Springer, vol. 110(4), pages 441-456, November.
    56. Paul C. Godfrey & Craig B. Merrill & Jared M. Hansen, 2009. "The relationship between corporate social responsibility and shareholder value: an empirical test of the risk management hypothesis," Strategic Management Journal, Wiley Blackwell, vol. 30(4), pages 425-445, April.
    57. Yuyan Guan & Congcong Li & Hai Lu & M. H. Franco Wong, 2019. "Regulations and Brain Drain: Evidence from Wall Street Star Analysts’ Career Choices," Management Science, INFORMS, vol. 65(12), pages 5766-5784, December.
    58. Mao, Connie X. & Zhang, Chi, 2018. "Managerial Risk-Taking Incentive and Firm Innovation: Evidence from FAS 123R," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(2), pages 867-898, April.
    59. Ni, Xiaoran & Yin, Sirui, 2020. "The unintended real effects of short selling in an emerging market," Journal of Corporate Finance, Elsevier, vol. 64(C).
    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. Di Song & Canyu Xu & Zewei Fu & Chao Yang, 2023. "How Does a Regulatory Minority Shareholder Influence the ESG Performance? A Quasi-Natural Experiment," Sustainability, MDPI, vol. 15(7), pages 1-22, April.
    2. Wu, Fang & Cao, June & Zhang, Xiaosan, 2023. "Do non-executive employees matter in curbing corporate financial fraud?," Journal of Business Research, Elsevier, vol. 163(C).
    3. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien, 2023. "Green development, climate risks, and cash flow: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    4. Zhao, Jing & Cao, June & Huang, Jingchang, 2023. "CEO/board medical background and stock returns during the COVID-19 pandemic," Economic Modelling, Elsevier, vol. 127(C).
    5. Zhang, Guanglong, 2023. "Regulatory-driven corporate greenwashing: Evidence from “low-carbon city” pilot policy in China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    6. Ping Guo & Jin Li & Jinsong Kuang & Yifei Zhu & Renrui Xiao & Donghao Duan & Baocong Huang, 2022. "Low-Carbon Governance, Fiscal Decentralization and Sulfur Dioxide Emissions: Evidence from a Quasi-Experiment with Chinese Heavy Pollution Enterprises," Sustainability, MDPI, vol. 14(6), pages 1-24, March.
    7. Cao, June & Li, Wenwen & Bilokha, Alona, 2022. "Low-carbon city initiatives and analyst behaviour: A quasi-natural experiment," Journal of Financial Stability, Elsevier, vol. 62(C).
    8. Ho, Kung-Cheng & Yan, Cheng & Mao, Zhicheng & An, Jiafu, 2023. "Corporate sustainability policies and corporate investment efficiency: Evidence from the quasi-natural experiment in China," Energy Economics, Elsevier, vol. 127(PB).
    9. Cao, June & Li, Wenwen & Hasan, Iftekhar, 2023. "The impact of lowering carbon emissions on corporate labour investment: A quasi-natural experiment," Energy Economics, Elsevier, vol. 121(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. Cao, June & Li, Wenwen & Bilokha, Alona, 2022. "Low-carbon city initiatives and analyst behaviour: A quasi-natural experiment," Journal of Financial Stability, Elsevier, vol. 62(C).
    2. Huang, Jingchang & Zhao, Jing & Cao, June, 2021. "Environmental regulation and corporate R&D investment—evidence from a quasi-natural experiment," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 154-174.
    3. Cao, June & Li, Wenwen & Hasan, Iftekhar, 2023. "The impact of lowering carbon emissions on corporate labour investment: A quasi-natural experiment," Energy Economics, Elsevier, vol. 121(C).
    4. Bai Xue & Zhuang Zhang & Pingli Li, 2020. "Corporate environmental performance, environmental management and firm risk," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1074-1096, March.
    5. Nguyen, Phuong-Anh & Kecskés, Ambrus & Mansi, Sattar, 2020. "Does corporate social responsibility create shareholder value? The importance of long-term investors," Journal of Banking & Finance, Elsevier, vol. 112(C).
    6. Paola Brighi & Antonio Carlo Francesco Della Bina & Valeria Venturelli, 2022. "Do ESG Investments Mitigate ESG Controversies? Evidence From International Data," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0084, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    7. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, January.
    8. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    9. Tzouvanas, Panagiotis & Kizys, Renatas & Chatziantoniou, Ioannis & Sagitova, Roza, 2020. "Environmental disclosure and idiosyncratic risk in the European manufacturing sector," Energy Economics, Elsevier, vol. 87(C).
    10. Jongwon Park & Sunyoung Kim & Albert Tsang, 2023. "CEO Personal Hedging and Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 182(1), pages 199-221, January.
    11. Alireza Rezaeian & Marie Racine, 2024. "The risk of SIN or socially irresponsible stocks," Review of Quantitative Finance and Accounting, Springer, vol. 62(2), pages 755-798, February.
    12. Fabrizio Rossi & Maretno Agus Harjoto, 2020. "Corporate non-financial disclosure, firm value, risk, and agency costs: evidence from Italian listed companies," Review of Managerial Science, Springer, vol. 14(5), pages 1149-1181, October.
    13. Xiaoli Wang, 2017. "Will firm quality determine the relationship between stock return and idiosyncratic volatility? A new investigation of idiosyncratic volatility," Journal of Asset Management, Palgrave Macmillan, vol. 18(5), pages 388-404, September.
    14. Daphne Lui & Stanimir Markov & Ane Tamayo, 2007. "What Makes a Stock Risky? Evidence from Sell‐Side Analysts' Risk Ratings," Journal of Accounting Research, Wiley Blackwell, vol. 45(3), pages 629-665, June.
    15. Kim, Taeyeon & Kim, Hyun-Dong & Park, Kwangwoo, 2020. "CEO inside debt holdings and CSR activities," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 508-529.
    16. Meles, Antonio & Salerno, Dario & Sampagnaro, Gabriele & Verdoliva, Vincenzo & Zhang, Jianing, 2023. "The influence of green innovation on default risk: Evidence from Europe," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 692-710.
    17. Stephen Bahadar & Muhammad Nadeem & Rashid Zaman, 2023. "Toxic chemical releases and idiosyncratic return volatility: A prospect theory perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2109-2143, June.
    18. Jondeau, Eric & Zhang, Qunzi & Zhu, Xiaoneng, 2019. "Average skewness matters," Journal of Financial Economics, Elsevier, vol. 134(1), pages 29-47.
    19. Sadok El Ghoul & Omrane Guedhami & Hakkon Kim & Kwangwoo Park, 2018. "Corporate Environmental Responsibility and the Cost of Capital: International Evidence," Journal of Business Ethics, Springer, vol. 149(2), pages 335-361, May.
    20. Zhang, Qiyu & Ding, Rong & Chen, Ding & Zhang, Xiaoxiang, 2023. "The effects of mandatory ESG disclosure on price discovery efficiency around the world," International Review of Financial Analysis, Elsevier, vol. 89(C).

    More about this item

    Keywords

    Low-carbon city pilot program; Total risk; Systematic risk; Idiosyncratic risk;
    All these keywords.

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    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:eee:finsta:v:57:y:2021:i:c:s157230892100108x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jfstabil .

    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.