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2021 | OriginalPaper | Chapter

2. Does ESG Index Have Strong Conditional Correlations with Sustainability Related Stock Indices?

Authors : Wenting Zhang, Tadahiro Nakajima, Shigeyuki Hamori

Published in: ESG Investment in the Global Economy

Publisher: Springer Singapore

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Abstract

This study employs the asymmetric dynamic conditional correlation (A-DCC) model developed by Cappiello et al. (2006) to empirically evaluate the conditional correlations between the MSCI World ESG Leaders Index (Environmental, Social, and Governance: ESG) and WilderHill New Energy Global Innovation Index (NEX: renewable energy stock), the S&P Green Bond Index Total Return (Green Bond index), and the Dow Jones Sustainability World Composite Index (Sustainability Index). The main findings can be summarized as follows: First, the pair of ESG Index and Sustainability Index exhibits a relatively stable trend with high levels of correlations. Second, the DCC for the pairs of ESG Index and Green Bond decreased significantly around 2014, which indicates that the decrease in crude oil prices weakened the correlation between ESG Index and Green Bond. Moreover, around 2020, the dynamic conditional correlation between ESG Index and the other three indices fluctuates significantly, which indicates that the impact of the 2020 COVID-19 pandemic is profound. Third, by employing the AR model to estimate the dynamic conditional correlation with dummy variables, we further demonstrate the influences from the crises to the DCC between variables. Environment, Social, and Governance (ESG) is a set of principles that socially responsible investors use to screen prospective investments for business operations. Environmental standards understand how a corporation works as a steward of nature. Social criteria analyze how a corporation handles relationships with workers, vendors, clients, and the societies in which it works. In recent years, ESG has become an increasingly common way for investors to determine the companies they may like to invest in. Additionally, several mutual funds, investment companies, and robo-advisors are now selling products that use the ESG criterion. This can also help investors avoid businesses that, because of their environmental or other policies, may pose a higher financial risk. In fact, the indices of corporate social responsibility (CSR) and socially responsible investment (SRI) are similar to ESG. CSR is a form of self-regulating international private businesses aimed at contributing to the social objectives of a philanthropic, activist, or charitable nature by participating in or encouraging voluntary or ethically focused activities.

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Literature
go back to reference Amel-Zadeh A, Serafeim G (2018) Why and how investors use ESG information: evidence from a global survey. Financial Anal J 74(3):87–103CrossRef Amel-Zadeh A, Serafeim G (2018) Why and how investors use ESG information: evidence from a global survey. Financial Anal J 74(3):87–103CrossRef
go back to reference Ashwin Kumar NC, Smith C, Badis L, Wang N, Ambrosy P, Tavares R (2016) ESG factors and risk-adjusted performance: a new quantitative model. J Sustain Finance Invest 6(4):292–300CrossRef Ashwin Kumar NC, Smith C, Badis L, Wang N, Ambrosy P, Tavares R (2016) ESG factors and risk-adjusted performance: a new quantitative model. J Sustain Finance Invest 6(4):292–300CrossRef
go back to reference Auer BR, Schuhmacher F (2016) Do socially (ir)responsible investments pay? New evidence from international ESG data. Q Rev Econ Finance 59:51–62CrossRef Auer BR, Schuhmacher F (2016) Do socially (ir)responsible investments pay? New evidence from international ESG data. Q Rev Econ Finance 59:51–62CrossRef
go back to reference Cappiello L, Engle R, Sheppard K (2006) Asymmetric dynamics in the correlations of global equity and bond returns. J Financ Econom 4:557–572CrossRef Cappiello L, Engle R, Sheppard K (2006) Asymmetric dynamics in the correlations of global equity and bond returns. J Financ Econom 4:557–572CrossRef
go back to reference Engle R (2002) Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional heteroskedasticity models. J Bus Econ Stat 20:339–550CrossRef Engle R (2002) Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional heteroskedasticity models. J Bus Econ Stat 20:339–550CrossRef
go back to reference Ferrer R, Shahzad SJH, López R, Jareño F (2018) Time and frequency dynamics of connectedness between renewable energy stocks and crude oil prices. Energy Econ 76:1–20CrossRef Ferrer R, Shahzad SJH, López R, Jareño F (2018) Time and frequency dynamics of connectedness between renewable energy stocks and crude oil prices. Energy Econ 76:1–20CrossRef
go back to reference Giese G, Lee LE, Melas D, Nagy Z, Nishikawa L (2019) Performance and risk analysis of index-based ESG portfolios. J Index Invest 9(4):46–57CrossRef Giese G, Lee LE, Melas D, Nagy Z, Nishikawa L (2019) Performance and risk analysis of index-based ESG portfolios. J Index Invest 9(4):46–57CrossRef
go back to reference Gjika D, Hovath R (2013) Stock market comovements in Central Europe: evidence from the asymmetric DCC model. Econ Model 33:55–64CrossRef Gjika D, Hovath R (2013) Stock market comovements in Central Europe: evidence from the asymmetric DCC model. Econ Model 33:55–64CrossRef
go back to reference Hou Y, Li, S (2016) Information transmission between U.S. and China index futures markets: An asymmetric DCC GARCH approach. Econ Model 52(B):884–897 Hou Y, Li, S (2016) Information transmission between U.S. and China index futures markets: An asymmetric DCC GARCH approach. Econ Model 52(B):884–897
go back to reference Hwang E, Min HG, Kim H (2013) Determinants of stock market comovements among US and emerging economies during the US financial crisis. Econ Model 35:338–348CrossRef Hwang E, Min HG, Kim H (2013) Determinants of stock market comovements among US and emerging economies during the US financial crisis. Econ Model 35:338–348CrossRef
go back to reference Jarque CM, Bera AK (1987) Test for normality of observations and regression residuals. Int Stat Rev 55(2):163–172CrossRef Jarque CM, Bera AK (1987) Test for normality of observations and regression residuals. Int Stat Rev 55(2):163–172CrossRef
go back to reference Kaminker C, Stewart F (2019) The role of institutional investors in financing clean energy. OECD working papers on finance, insurance and private pensions, 2012, No. 23, OECD Publishing. Available online www.oecd.org/daf/fin/wp. Accessed on 1 Sept 2019 Kaminker C, Stewart F (2019) The role of institutional investors in financing clean energy. OECD working papers on finance, insurance and private pensions, 2012, No. 23, OECD Publishing. Available online www.​oecd.​org/​daf/​fin/​wp.​ Accessed on 1 Sept 2019
go back to reference Kenourgios D, Samitas A, Paltalidis N (2011) Financial crises and stock market contagion in a multivariate time-varying asymmetric framework. J Int Financial Mark Inst Money 21(1):92–106CrossRef Kenourgios D, Samitas A, Paltalidis N (2011) Financial crises and stock market contagion in a multivariate time-varying asymmetric framework. J Int Financial Mark Inst Money 21(1):92–106CrossRef
go back to reference Liu G, Hamori S (2020) Can one reinforce investments in renewable energy stock indices with the ESG index? Energies 13(5):1179CrossRef Liu G, Hamori S (2020) Can one reinforce investments in renewable energy stock indices with the ESG index? Energies 13(5):1179CrossRef
go back to reference Nelson D (1991) Conditional heteroskedasticity in asset returns: a new approach. Econometrica 59:347–370CrossRef Nelson D (1991) Conditional heteroskedasticity in asset returns: a new approach. Econometrica 59:347–370CrossRef
go back to reference Said SE, Dickey DA (1984) Testing for unit roots in autoregressive-moving average models of unknown order. Biometrika 71(3):599–607CrossRef Said SE, Dickey DA (1984) Testing for unit roots in autoregressive-moving average models of unknown order. Biometrika 71(3):599–607CrossRef
go back to reference Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6(2):461–464CrossRef Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6(2):461–464CrossRef
go back to reference Sultana S, Zulkifli N, Zainal D (2018) Environmental, social and governance (ESG) and investment decision in Bangladesh. Sustainability 10(6):1831 Sultana S, Zulkifli N, Zainal D (2018) Environmental, social and governance (ESG) and investment decision in Bangladesh. Sustainability 10(6):1831
go back to reference Tamakoshi G, Hamori S (2013) An asymmetric DCC analysis of correlations among bank CDS indices. Appl Financial Econ 23(6):475–481CrossRef Tamakoshi G, Hamori S (2013) An asymmetric DCC analysis of correlations among bank CDS indices. Appl Financial Econ 23(6):475–481CrossRef
go back to reference Toyoshima Y, Tamakoshi G, Hamori S (2012) Asymmetric dynamics in correlations of treasury and swap markets: evidence from the US market. J Int Financial Mark Inst Money 22(2):381–394CrossRef Toyoshima Y, Tamakoshi G, Hamori S (2012) Asymmetric dynamics in correlations of treasury and swap markets: evidence from the US market. J Int Financial Mark Inst Money 22(2):381–394CrossRef
go back to reference Verheyden T, Eccles RG, Feiner A (2016) ESG for all? The impact of ESG screening on return, risk, and diversification. J Appl Corp Finance 28(2):47–55 Verheyden T, Eccles RG, Feiner A (2016) ESG for all? The impact of ESG screening on return, risk, and diversification. J Appl Corp Finance 28(2):47–55
go back to reference Wang P, Moore T (2012) The integration of the credit default swap markets during the US subprime crisis: Dynamic correlation analysis. J Int Financial Mark Inst Money 22:1–15CrossRef Wang P, Moore T (2012) The integration of the credit default swap markets during the US subprime crisis: Dynamic correlation analysis. J Int Financial Mark Inst Money 22:1–15CrossRef
go back to reference Yiu MS, Ho WA, Choi DF (2010) Dynamic correlation analysis of financial contagion in Asian markets in global financial turmoil. Appl Financial Econ 20:345–354CrossRef Yiu MS, Ho WA, Choi DF (2010) Dynamic correlation analysis of financial contagion in Asian markets in global financial turmoil. Appl Financial Econ 20:345–354CrossRef
Metadata
Title
Does ESG Index Have Strong Conditional Correlations with Sustainability Related Stock Indices?
Authors
Wenting Zhang
Tadahiro Nakajima
Shigeyuki Hamori
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-16-2990-7_2