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Be nice to the air: Severe haze pollution and mutual fund risk

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  • Roy, Suvra
  • Nguyen, Harvey
  • Visaltanachoti, Nuttawat

Abstract

Motivated by the significant impacts of environmental risks on economic decisions and the increasing roles of mutual funds in financial markets in recent decades, this study examines the impact of ambient pollution on mutual funds' risk outcomes. Our fund fixed-effect regression estimates use manually collected propriety data from several datasets, showing that polluted air increases tracking errors and mutual fund return volatility. Adopting different identification strategies, including instrumental variable estimations and difference-in-difference analyses based on two natural experiments, suggests that the impact of air pollution on mutual funds' risk is causal. Our findings suggest that air pollution harms fund managers' cognitive abilities and impairs their investment efficiency, thereby increasing mutual funds' tracking errors and return volatility. Overall, our findings provide insights into the impact of climate change on social behavior by shedding new light on the impact of air quality on asset managers' behavior.

Suggested Citation

  • Roy, Suvra & Nguyen, Harvey & Visaltanachoti, Nuttawat, 2023. "Be nice to the air: Severe haze pollution and mutual fund risk," Global Finance Journal, Elsevier, vol. 58(C).
  • Handle: RePEc:eee:glofin:v:58:y:2023:i:c:s1044028323000881
    DOI: 10.1016/j.gfj.2023.100893
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    as
    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. Staniewski, Marcin & Awruk, Katarzyna, 2022. "The influence of Instagram on mental well-being and purchasing decisions in a pandemic," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    3. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    4. Burkhardt, Jesse & Bayham, Jude & Wilson, Ander & Carter, Ellison & Berman, Jesse D. & O'Dell, Katelyn & Ford, Bonne & Fischer, Emily V. & Pierce, Jeffrey R., 2019. "The effect of pollution on crime: Evidence from data on particulate matter and ozone," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    5. James Archsmith & Anthony Heyes & Soodeh Saberian, 2018. "Air Quality and Error Quantity: Pollution and Performance in a High-Skilled, Quality-Focused Occupation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 827-863.
    6. Cao, Melanie & Wei, Jason, 2005. "Stock market returns: A note on temperature anomaly," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1559-1573, June.
    7. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    8. Ströbel, Johannes & Wurgler, Jeffrey, 2021. "What do you think about climate finance?," CEPR Discussion Papers 16622, C.E.P.R. Discussion Papers.
    9. William N. Goetzmann & Dasol Kim & Alok Kumar & Qin Wang, 2015. "Weather-Induced Mood, Institutional Investors, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 73-111.
    10. Jiekun Huang & Nianhang Xu & Honghai Yu, 2020. "Pollution and Performance: Do Investors Make Worse Trades on Hazy Days?," Management Science, INFORMS, vol. 66(10), pages 4455-4476, October.
    11. Liu, Haoming & Salvo, Alberto, 2018. "Severe air pollution and child absences when schools and parents respond," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 300-330.
    12. Xu, Alan, 2022. "Air pollution and mediation effects in stock market, longitudinal evidence from China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    13. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Valuing Air Quality Using Happiness Data: The Case of China," Ecological Economics, Elsevier, vol. 137(C), pages 29-36.
    14. Cremers, Martijn & Ferreira, Miguel A. & Matos, Pedro & Starks, Laura, 2016. "Indexing and active fund management: International evidence," Journal of Financial Economics, Elsevier, vol. 120(3), pages 539-560.
    15. Kempf, Alexander & Ruenzi, Stefan & Thiele, Tanja, 2009. "Employment risk, compensation incentives, and managerial risk taking: Evidence from the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 92(1), pages 92-108, April.
    16. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    17. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2016. "A review of behavioural and management effects in mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 162-176.
    18. Wang, Chunchao & Lin, Qianqian & Qiu, Yun, 2022. "Productivity loss amid invisible pollution," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    19. Spiegel, Matthew & Zhang, Hong, 2013. "Mutual fund risk and market share-adjusted fund flows," Journal of Financial Economics, Elsevier, vol. 108(2), pages 506-528.
    20. Raffestin, Louis, 2017. "Do bond credit ratings lead to excess comovement?," Journal of Banking & Finance, Elsevier, vol. 85(C), pages 41-55.
    21. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    22. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    23. Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-1345, December.
    24. He, Xiaobo & Luo, Zijun & Zhang, Junjie, 2022. "The impact of air pollution on movie theater admissions," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    25. Isphording, Ingo E. & Pestel, Nico, 2021. "Pandemic meets pollution: Poor air quality increases deaths by COVID-19," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    26. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, September.
    27. Sumit Agarwal & Bhashkar Mazumder, 2013. "Cognitive Abilities and Household Financial Decision Making," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 193-207, January.
    28. 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.
    29. Elton, Edwin J, et al, 1993. "Efficiency with Costly Information: A Reinterpretation of Evidence from Managed Portfolios," The Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 1-22.
    30. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    31. Golec, Joseph H., 1996. "The effects of mutual fund managers' characteristics on their portfolio performance, risk and fees," Financial Services Review, Elsevier, vol. 5(2), pages 133-147.
    32. Guo, Xiaozhu & Liang, Chao & Umar, Muhammad & Mirza, Nawazish, 2022. "The impact of fossil fuel divestments and energy transitions on mutual funds performance," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    33. Mateus, Irina B. & Mateus, Cesario & Todorovic, Natasa, 2019. "Review of new trends in the literature on factor models and mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 344-354.
    34. 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.
    35. Li, Jennifer (Jie) & Massa, Massimo & Zhang, Hong & Zhang, Jian, 2021. "Air pollution, behavioral bias, and the disposition effect in China," Journal of Financial Economics, Elsevier, vol. 142(2), pages 641-673.
    36. 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.
    37. 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.
    38. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    39. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    40. Shapira, Zur & Venezia, Itzhak, 2001. "Patterns of behavior of professionally managed and independent investors," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1573-1587, August.
    41. Ping Hu & Jayant R. Kale & Marco Pagani & Ajay Subramanian, 2011. "Fund Flows, Performance, Managerial Career Concerns, and Risk Taking," Management Science, INFORMS, vol. 57(4), pages 628-646, April.
    42. Wang, Zhiyu, 2018. "Permit trading with flow pollution and stock pollution," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 118-132.
    43. Yi, Fujin & Ye, Haijian & Wu, Ximing & Zhang, Y. Yvette & Jiang, Fei, 2020. "Self-aggravation effect of air pollution: Evidence from residential electricity consumption in China," Energy Economics, Elsevier, vol. 86(C).
    44. 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.
    45. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    46. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    47. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    48. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    49. A. Balietti & S. Datta & S. Veljanoska, 2022. "Air pollution and child development in India," Post-Print hal-03662124, HAL.
    50. Lei Feng & Mark S. Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, European Finance Association, vol. 9(3), pages 305-351.
    51. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    52. 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.
    53. Douglas Almond & Yuyu Chen & Michael Greenstone & Hongbin Li, 2009. "Winter Heating or Clean Air? Unintended Impacts of China's Huai River Policy," American Economic Review, American Economic Association, vol. 99(2), pages 184-190, May.
    54. Agarwal, Sumit & Foo Sing, Tien & Yang, Yang, 2020. "The impact of transboundary haze pollution on household utilities consumption," Energy Economics, Elsevier, vol. 85(C).
    55. Cronqvist, Henrik & Yu, Frank, 2017. "Shaped by their daughters: Executives, female socialization, and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 126(3), pages 543-562.
    56. Ed Dehaan & Joshua Madsen & Joseph D. Piotroski, 2017. "Do Weather‐Induced Moods Affect the Processing of Earnings News?," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 509-550, June.
    57. Yao, Yao & Li, Xue & Smyth, Russell & Zhang, Lin, 2022. "Air pollution and political trust in local government: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    58. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    59. Xue, Shuyu & Zhang, Bohui & Zhao, Xiaofeng, 2021. "Brain drain: The impact of air pollution on firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    60. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    61. Anders Ekholm, 2006. "How Do Different Types of Investors React to New Earnings Information?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(1‐2), pages 127-144, January.
    62. Leonard Kostovetsky & Jerold B. Warner, 2020. "Measuring Innovation and Product Differentiation: Evidence from Mutual Funds," Journal of Finance, American Finance Association, vol. 75(2), pages 779-823, April.
    63. Jennifer Lynch Koski & Jeffrey Pontiff, 1999. "How Are Derivatives Used? Evidence from the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 54(2), pages 791-816, April.
    64. 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.
    65. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    66. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    67. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    68. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    69. Gu, Yan & Ho, Kung-Cheng & Yan, Cheng & Gozgor, Giray, 2021. "Public environmental concern, CEO turnover, and green investment: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 100(C).
    70. Loughran, Tim & Schultz, Paul, 2004. "Weather, Stock Returns, and the Impact of Localized Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 343-364, June.
    71. Wang, Jinxian & Wang, Yangjie & Sun, Cuicui & Chen, Xiaohong, 2021. "Does mandatory air quality information disclosure raise happiness? Evidence from China," Energy Economics, Elsevier, vol. 94(C).
    72. Cary Frydman & Nicholas Barberis & Colin Camerer & Peter Bossaerts & Antonio Rangel, 2014. "Using Neural Data to Test a Theory of Investor Behavior: An Application to Realization Utility," Journal of Finance, American Finance Association, vol. 69(2), pages 907-946, April.
    73. Miguel A. Ferreira & Aneel Keswani & António F. Miguel & Sofia B. Ramos, 2013. "The Determinants of Mutual Fund Performance: A Cross-Country Study," Review of Finance, European Finance Association, vol. 17(2), pages 483-525.
    74. Jeffrey A. Busse & Tarun Chordia & Lei Jiang & Yuehua Tang, 2021. "Transaction Costs, Portfolio Characteristics, and Mutual Fund Performance," Management Science, INFORMS, vol. 67(2), pages 1227-1248, February.
    75. Wang, Jianing & Lee, Chyi Lin, 2022. "The value of air quality in housing markets: A comparative study of housing sale and rental markets in China," Energy Policy, Elsevier, vol. 160(C).
    76. Treynor, Jack L & Black, Fischer, 1973. "How to Use Security Analysis to Improve Portfolio Selection," The Journal of Business, University of Chicago Press, vol. 46(1), pages 66-86, January.
    77. Nguyen, Hung T. & Pham, Mia Hang, 2021. "Air pollution and behavioral biases: Evidence from stock market anomalies," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    78. Li, Chao Kevin & Luo, Jin-hui & Soderstrom, Naomi S., 2020. "Air pollution and analyst information production," Journal of Corporate Finance, Elsevier, vol. 60(C).
    79. Balietti, Anca & Datta, Souvik & Veljanoska, Stefanija, 2022. "Air pollution and child development in India," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    80. Appel, Ian R. & Gormley, Todd A. & Keim, Donald B., 2016. "Passive investors, not passive owners," Journal of Financial Economics, Elsevier, vol. 121(1), pages 111-141.
    81. Tao Shu & Johan Sulaeman & P. Eric Yeung, 2012. "Local Religious Beliefs and Mutual Fund Risk-Taking Behaviors," Management Science, INFORMS, vol. 58(10), pages 1779-1796, October.
    82. Kim, Donghyun & Li, Chengcheng & Wang, Xiaoqiong, 2021. "Risk-taking and performance of government bond mutual funds," International Review of Financial Analysis, Elsevier, vol. 76(C).
    83. Ingo E. Isphording & Nico Pestel, 2021. "Pandemic Meets Pollution: Poor Air Quality Increases Deaths by COVID-19," CRC TR 224 Discussion Paper Series crctr224_2020_262, University of Bonn and University of Mannheim, Germany.
    84. 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.
    85. Xia, Fan & Xing, Jianwei & Xu, Jintao & Pan, Xiaochuan, 2022. "The short-term impact of air pollution on medical expenditures: Evidence from Beijing," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    86. Cullen, Grant & Gasbarro, Dominic & Monroe, Gary S. & Zumwalt, J. Kenton, 2012. "Changes to mutual fund risk: Intentional or mean reverting?," Journal of Banking & Finance, Elsevier, vol. 36(1), pages 112-120.
    87. Han, Lin & Cheng, Xiaoke & Chan, Kam C. & Gao, Shenghao, 2022. "Does air pollution affect seasoned equity offering pricing? Evidence from investor bids," Journal of Financial Markets, Elsevier, vol. 59(PB).
    88. Liao, Liping & Du, Minzhe & Chen, Zhongfei, 2021. "Air pollution, health care use and medical costs: Evidence from China," Energy Economics, Elsevier, vol. 95(C).
    89. Rudolf, Markus & Wolter, Hans-Jurgen & Zimmermann, Heinz, 1999. "A linear model for tracking error minimization," Journal of Banking & Finance, Elsevier, vol. 23(1), pages 85-103, January.
    90. Heyes, Anthony & Zhu, Mingying, 2019. "Air pollution as a cause of sleeplessness: Social media evidence from a panel of Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    91. Chen, Hsiu-lang & Pennacchi, George G., 2009. "Does Prior Performance Affect a Mutual Fund’s Choice of Risk? Theory and Further Empirical Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(4), pages 745-775, August.
    92. Wu, Junfeng & Liu, Baohua & Chang, Samuel & Chan, Kam C., 2022. "Effects of air pollution on accounting conservatism," International Review of Financial Analysis, Elsevier, vol. 84(C).
    93. 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.
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    More about this item

    Keywords

    Air pollution; Cognitive biases; Health concerns; Natural experiments; Tracking error; Return volatility;
    All these keywords.

    JEL classification:

    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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