Forecasting the Quantile Connectedness: Insight From Global CSR and Sustainability Indices

ABSTRACT This paper forecasts the quantile connectedness among Global CSR and Sustainable Indices, considering daily prices extending from December 30, 2019 to March 27, 2024. Even if both CSR indices and sustainability indices assess companies on nonfinancial performance, they partially differ in scope and focus. Where corporate social responsibility (CSR) indexes primarily evaluate how businesses fulfill their ethical and social responsibilities, emphasizing aspects such as corporate governance, labor practices, community engagement, sustainability indices take a broader, long‐term view, assessing how companies align with sustainable development goals (SDGs), manage risks, and produce resilience. The examined indices are based on the above distinction and respond accordingly in terms of their prices. To capture both CSR and sustainable indices, four stocks of each based on market capitalization are considered. For the empirical computation, quantile vector autoregression (QVAR) is employed. The results reveal a high connectedness among the examined markets in the lower, middle, and upper quantiles. In addition, the financial shocks due to natural and man‐made outbreaks do not impair the interconnectedness among the examined indices. Further, the S&P_TSX Renewable Energy and Cl (RSPRECTI) indices showed the least transmission of the shock in lower and middle quantile, which may be preferred by investors and portfolio managers in their portfolio baskets. This article offers practical implications to markets' investors and stakeholders.

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Journal
Journal of Forecasting
Published
2026-01-20
DOI
https://doi.org/10.1002/for.70106
Primary Topic
Corporate Social Responsibility Reporting
Type
article
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article

Forecasting the Quantile Connectedness: Insight From Global CSR and Sustainability Indices

Ahmed Imran Hunjra, Vandana Arya, Mr. Miklesh Prasad Yadav, Maria Giuseppina Bruna
Journal of Forecasting
Corporate Social Responsibility Reporting
article

Forecasting the Quantile Connectedness: Insight From Global CSR and Sustainability Indices

Ahmed Imran Hunjra, Vandana Arya, Mr. Miklesh Prasad Yadav, Maria Giuseppina Bruna
article en

Abstract

ABSTRACT This paper forecasts the quantile connectedness among Global CSR and Sustainable Indices, considering daily prices extending from December 30, 2019 to March 27, 2024. Even if both CSR indices and sustainability indices assess companies on nonfinancial performance, they partially differ in scope and focus. Where corporate social responsibility (CSR) indexes primarily evaluate how businesses fulfill their ethical and social responsibilities, emphasizing aspects such as corporate governance, labor practices, community engagement, sustainability indices take a broader, long‐term view, assessing how companies align with sustainable development goals (SDGs), manage risks, and produce resilience. The examined indices are based on the above distinction and respond accordingly in terms of their prices. To capture both CSR and sustainable indices, four stocks of each based on market capitalization are considered. For the empirical computation, quantile vector autoregression (QVAR) is employed. The results reveal a high connectedness among the examined markets in the lower, middle, and upper quantiles. In addition, the financial shocks due to natural and man‐made outbreaks do not impair the interconnectedness among the examined indices. Further, the S&P_TSX Renewable Energy and Cl (RSPRECTI) indices showed the least transmission of the shock in lower and middle quantile, which may be preferred by investors and portfolio managers in their portfolio baskets. This article offers practical implications to markets' investors and stakeholders.

Journal of Forecasting
Government of India (IN), Indian Institute of Foreign Trade (IN), IPAG Business School (FR)
Decent work and economic growth
Openalex Percentile: Top 83%
Corporate Social Responsibility Reporting
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Forecasting the Quantile Connectedness: Insight From Global CSR and Sustainability Indices — Ahmed Imran Hunjra, Vandana Arya, et al. · Journal of Forecasting (2026) | TGRS Research Map | TGRS