Research article

Systematic ESG risk and hedge fund

  • Received: 30 March 2024 Revised: 03 June 2024 Accepted: 11 June 2024 Published: 17 June 2024
  • JEL Codes: C15, G11, G12, G13, G22, G33

  • We present a framework for linking hedge funds to environmental, social, and governance (ESG) investments based on systematic ESG risk. We proposed a double-factor model to explain the co-movement of asset returns due to two systematic risk factors: Adjusted market risk and systematic ESG risk. Complementing prior work that introduces ESG characteristic indicators as determinants of agents' utility functions, this framework leverages modern portfolio theory by establishing a channel through which systematic ESG shocks affect asset risk and, in turn, equilibrium expected returns. This approach enabled us to estimate empirical market prices for systematic ESG risk from real-world observations and derive the relationship between equilibrium expected returns and the loadings on systematic risk factors. Applying this framework to U.S. equity mutual funds, we found that the loadings of systematic ESG risk were significantly correlated with the expected return of the sorted portfolios. These results suggested that it is possible to design hedge fund strategies that capitalize on systematic ESG risk that varies over time.

    Citation: Ick Jin. Systematic ESG risk and hedge fund[J]. Quantitative Finance and Economics, 2024, 8(2): 387-409. doi: 10.3934/QFE.2024015

    Related Papers:

  • We present a framework for linking hedge funds to environmental, social, and governance (ESG) investments based on systematic ESG risk. We proposed a double-factor model to explain the co-movement of asset returns due to two systematic risk factors: Adjusted market risk and systematic ESG risk. Complementing prior work that introduces ESG characteristic indicators as determinants of agents' utility functions, this framework leverages modern portfolio theory by establishing a channel through which systematic ESG shocks affect asset risk and, in turn, equilibrium expected returns. This approach enabled us to estimate empirical market prices for systematic ESG risk from real-world observations and derive the relationship between equilibrium expected returns and the loadings on systematic risk factors. Applying this framework to U.S. equity mutual funds, we found that the loadings of systematic ESG risk were significantly correlated with the expected return of the sorted portfolios. These results suggested that it is possible to design hedge fund strategies that capitalize on systematic ESG risk that varies over time.



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    [1] Albuquerque R, Koskinen Y, Zhang C (2019) Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence. Manage Sci 65: 4451–4469. https://doi.org/10.1287/mnsc.2018.3043 doi: 10.1287/mnsc.2018.3043
    [2] Amel-Zadeh A, SerafeimG (2018) Why and How Investors Use ESG Information: Evidence from a Global Survey. Financ Anal J 74: 87–103. https://doi.org/10.2469/faj.v74.n3.2 doi: 10.2469/faj.v74.n3.2
    [3] Baker MP, Bergstresser D, Serafeim G, et al. (2018) Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds (SSRN Scholarly Paper ID 3275327). Social Science Research Network. https://doi.org/10.2139/ssrn.3275327 doi: 10.2139/ssrn.3275327
    [4] Bansal R, Ochoa M, Kiku D (2016) Climate Change and Growth Risks (Working Paper 23009; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w23009 doi: 10.3386/w23009
    [5] Barber BM, Morse A, Yasuda A (2021) Impact investing. J Financ Econ 139: 162–185. https://doi.org/10.1016/j.jfineco.2020.07.008 doi: 10.1016/j.jfineco.2020.07.008
    [6] Belsom T, Chen C, Douma K, et al. (2019) How can a passive investor be a responsible investor? (Discussion Paper). The Principles for Responsible Investment (PRI). Available from: https://www.unpri.org/passive-investments/how-can-a-passive-investor-be-a-responsible-investor/4649.article.
    [7] Berg F, Kölbel JF, Rigobon R (2020) Aggregate Confusion: The Divergence of ESG Ratings (SSRN Scholarly Paper ID 3438533). Social Science Research Network. https://doi.org/10.2139/ssrn.3438533 doi: 10.2139/ssrn.3438533
    [8] Białkowski J, Starks LT (2016) SRI Funds: Investor Demand, Exogenous Shocks and ESG Profiles. In Working Papers in Economics (16/11; Working Papers in Economics). University of Canterbury, Department of Economics and Finance. Available from: https://ideas.repec.org/p/cbt/econwp/16-11.html.
    [9] Bollen NPB (2007) Mutual Fund Attributes and Investor Behavior. J Financ Quant Anal 42: 683–708. https://doi.org/10.1017/S0022109000004142 doi: 10.1017/S0022109000004142
    [10] Bolton P, Kacperczyk M (2021) Do investors care about carbon risk? J Financ Econ 142: 517–549. https://doi.org/10.1016/j.jfineco.2021.05.008 doi: 10.1016/j.jfineco.2021.05.008
    [11] Chava S (2014) Environmental Externalities and Cost of Capital. Manage Sci 60: 2223–2247.https://doi.org/10.1287/mnsc.2013.1863 doi: 10.1287/mnsc.2013.1863
    [12] Choi D, Gao Z, Jiang W (2020) Attention to Global Warming. Rev Financ Stud 33: 1112–1145. https://doi.org/10.1093/rfs/hhz086 doi: 10.1093/rfs/hhz086
    [13] Cohen G (2023a) ESG risks and corporate survival. Environ Syst Decis 43: 16–21. https://doi.org/10.1007/s10669-022-09886-8 doi: 10.1007/s10669-022-09886-8
    [14] Cohen G (2023b) The impact of ESG risks on corporate value. Rev Quant Financ Acc 60: 1451–1468. https://doi.org/10.1007/s11156-023-01135-6 doi: 10.1007/s11156-023-01135-6
    [15] Connor G (1995) The Three Types of Factor Models: A Comparison of Their Explanatory Power. Financ Anal J 51: 42–46. https://doi.org/10.2469/faj.v51.n3.1904 doi: 10.2469/faj.v51.n3.1904
    [16] Edmans A (2011) Does the stock market fully value intangibles? Employee satisfaction and equity prices. J Financ Econ 101: 621–640. https://doi.org/10.1016/j.jfineco.2011.03.021 doi: 10.1016/j.jfineco.2011.03.021
    [17] El Ghoul S, Guedhami O, Kwok CCY, et al. (2011) Does corporate social responsibility affect the cost of capital? J Bank Financ 35: 2388–2406. https://doi.org/10.1016/j.jbankfin.2011.02.007 doi: 10.1016/j.jbankfin.2011.02.007
    [18] Elton EJ, Gruber MJ, PadbergMW (1976) Simple Criteria for Optimal Portfolio Selection. J Financ 31: 1341–1357. https://doi.org/10.1111/j.1540-6261.1976.tb03217.x doi: 10.1111/j.1540-6261.1976.tb03217.x
    [19] Elton EJ, Gruber MJ, Padberg MW (1977) Simple Rules for Optimal Portfolio Selection: The Multi Group Case. J Financ Quant Anal 12: 329–345. https://doi.org/10.2307/2330538 doi: 10.2307/2330538
    [20] Engle I, Robert F, Giglio S, et al. (2019) Hedging Climate Change News (Working Paper 25734; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w25734 doi: 10.3386/w25734
    [21] Fama EF, MacBeth JD (1973) Risk, Return, and Equilibrium: Empirical Tests. J Polit Econ 81: 607–636. https://doi.org/10.1086/260061 doi: 10.1086/260061
    [22] Fama EF, French KR (2015) A five-factor asset pricing model. J Financ Econ 116: 1–22. https://doi.org/10.1016/j.jfineco.2014.10.010 doi: 10.1016/j.jfineco.2014.10.010
    [23] Gibson R, Krueger P, Mitali SF (2020) The Sustainability Footprint of Institutional Investors: ESG Driven Price Pressure and Performance (SSRN Scholarly Paper ID 2918926). Social Science Research Network. https://doi.org/10.2139/ssrn.2918926 doi: 10.2139/ssrn.2918926
    [24] Gibson R, Krueger P, Schmidt PS (2021) ESG Rating Disagreement and Stock Returns. Financ Anal J 77: 104–127. https://doi.org/10.1080/0015198X.2021.1963186 doi: 10.1080/0015198X.2021.1963186
    [25] Gompers P, Ishii J, Metrick A (2003) Corporate Governance and Equity Prices. Q J Econ 118: 107–155. https://doi.org/10.1162/00335530360535162 doi: 10.1162/00335530360535162
    [26] Görgen M, Jacob A, Nerlinger M, et al. (2020) Carbon Risk (SSRN Scholarly Paper 2930897). Social Science Research Network. https://doi.org/10.2139/ssrn.2930897
    [27] Hartzmark SM, Sussman AB (2019) Do Investors Value Sustainability? A Natural Experiment Examining Ranking and Fund Flows. J Financ 74: 2789–2837. https://doi.org/10.1111/jofi.12841 doi: 10.1111/jofi.12841
    [28] Heinkel R, Kraus A, Zechner J (2001) The Effect of Green Investment on Corporate Behavior. J Financ Quant Anal 36: 431–449. https://doi.org/10.2307/2676219 doi: 10.2307/2676219
    [29] Henriksson R, Livnat J, Pfeifer P, et al. (2019) Integrating ESG in Portfolio Construction. J Portfolio Manage 45: 67–81. https://doi.org/10.3905/jpm.2019.45.4.067 doi: 10.3905/jpm.2019.45.4.067
    [30] Hoepner AGF, Oikonomou I, Sautner Z, et al. (2021) ESG Shareholder Engagement and Downside Risk (SSRN Scholarly Paper ID 2874252). Social Science Research Network. https://doi.org/10.2139/ssrn.2874252 doi: 10.2139/ssrn.2874252
    [31] Hong H, Kacperczyk M (2009) The price of sin: The effects of social norms on markets. J Financ Econ 93: 15–36. https://doi.org/10.1016/j.jfineco.2008.09.001 doi: 10.1016/j.jfineco.2008.09.001
    [32] Hong HG, Li FW, Xu J (2017) Climate Risks and Market Efficiency (SSRN Scholarly Paper ID 2776962). Social Science Research Network. https://doi.org/10.2139/ssrn.2776962
    [33] Ilhan E, Sautner Z, Vilkov G (2020) Carbon Tail Risk (SSRN Scholarly Paper ID 3204420). Social Science Research Network. https://doi.org/10.2139/ssrn.3204420 doi: 10.2139/ssrn.3204420
    [34] Jensen MC, Black F, Scholes MS (2006) The Capital Asset Pricing Model: Some Empirical Tests (SSRN Scholarly Paper ID 908569). Social Science Research Network. https://papers.ssrn.com/abstract = 908569
    [35] Jin I (2018) Is ESG a systematic risk factor for US equity mutual funds? J Sustain Financ Inv 8: 72–93. https://doi.org/10.1080/20430795.2017.1395251 doi: 10.1080/20430795.2017.1395251
    [36] Jin I (2022a) ESG-screening and factor-risk-adjusted performance: The concentration level of screening does matter. J Sust Financ Invest 12: 1125–1145. https://doi.org/10.1080/20430795.2020.1837501 doi: 10.1080/20430795.2020.1837501
    [37] Jin I (2022b) Systematic ESG risk and passive ESG investing. J Portfolio Manage 48. https://doi.org/10.3905/jpm.2022.1.344 doi: 10.3905/jpm.2022.1.344
    [38] Jin I (2022c) Systematic ESG Risk and Decision Criteria for Optimal Portfolio Selection. J Portfolio Manage 48: 206–225. https://doi.org/10.3905/jpm.2022.1.418 doi: 10.3905/jpm.2022.1.418
    [39] Jin I (2023) Probability of Achieving NDC and Implications for Climate Policy: CO-STIRPAT Approach. J Econ Anal 2. https://doi.org/10.58567/jea02040005 doi: 10.58567/jea02040005
    [40] Jin I (2024a) An Operational Framework for a Low-carbon, Green Growth Economy: CO-STIRPAT Dynamic System. J Econ Anal 3. https://doi.org/10.58567/jea03040005 doi: 10.58567/jea03040005
    [41] Jin I (2024b) Emission Prediction, Global Stocktake, and NDC Update: CO-STIRPAT Dynamic System. Green Low-Carbon Econ. https://doi.org/10.47852/bonviewGLCE42022058 doi: 10.47852/bonviewGLCE42022058
    [42] Kempf A, OsthoffP (2007) The Effect of Socially Responsible Investing on Portfolio Performance. EurFinanc Manage 13: 908–922. https://doi.org/10.1111/j.1468-036X.2007.00402.x doi: 10.1111/j.1468-036X.2007.00402.x
    [43] Kim J, Son S, Jin I (2022) The Effects of Shareholding of the National Pension Fund on Environmental, Social, Governance, and Financial Performance: Evidence from the Korean Manufacturing Industry. Sustainability 14. https://doi.org/10.3390/su141811788 doi: 10.3390/su141811788
    [44] Koijen RSJ, Yogo M (2019) A Demand System Approach to Asset Pricing. J Political Econ 127: 1475–1515. https://doi.org/10.1086/701683 doi: 10.1086/701683
    [45] Krueger P (2019) Sustainability Footprinting as a Tool to Implement Mission-Related Investing: How to Use Portfolio-Level Measures of Sustainability to Better Align Investment Strategy and Mission. Corp Gov 5: 158–162.
    [46] Krueger P, Sautner Z, Starks LT (2020) The Importance of Climate Risks for Institutional Investors. Rev Financ Stud 33: 1067–1111. https://doi.org/10.1093/rfs/hhz137 doi: 10.1093/rfs/hhz137
    [47] Luo HA, BalversRJ (2017) Social Screens and Systematic Investor Boycott Risk. J Financ Quant Anal 52: 365–399.https://doi.org/10.1017/S0022109016000910 doi: 10.1017/S0022109016000910
    [48] Oehmke M, Opp MM (2024) A Theory of Socially Responsible Investment. Rev Econ Stud, rdae048. https://doi.org/10.1093/restud/rdae048 doi: 10.1093/restud/rdae048
    [49] PástorL, Stambaugh RF, Taylor LA (2021) Sustainable investing in equilibrium. J Financ Econ 142: 550–571. https://doi.org/10.1016/j.jfineco.2020.12.011 doi: 10.1016/j.jfineco.2020.12.011
    [50] Pedersen LH, Fitzgibbons S, Pomorski L (2021) Responsible investing: The ESG-efficient frontier. J Financ Econ 142: 572–597. https://doi.org/10.1016/j.jfineco.2020.11.001 doi: 10.1016/j.jfineco.2020.11.001
    [51] Renneboog L, Ter Horst J, Zhang C (2011) Is ethical money financially smart? Nonfinancial attributes and money flows of socially responsible investment funds. J Financ Intermed 20: 562–588. https://doi.org/10.1016/j.jfi.2010.12.003 doi: 10.1016/j.jfi.2010.12.003
    [52] Riedl A, Smeets P (2017) Why Do Investors Hold Socially Responsible Mutual Funds? J Financ 72: 2505–2550. https://doi.org/10.1111/jofi.12547 doi: 10.1111/jofi.12547
    [53] Ross SA (1976) The arbitrage theory of capital asset pricing. J Econ Theory 13: 341–360. https://doi.org/10.1016/0022-0531(76)90046-6 doi: 10.1016/0022-0531(76)90046-6
    [54] Zerbib OD (2019) The effect of pro-environmental preferences on bond prices: Evidence from green bonds. J Bank Financ 98: 39–60. https://doi.org/10.1016/j.jbankfin.2018.10.012 doi: 10.1016/j.jbankfin.2018.10.012
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