SEISENSE Journal of Management
Vol. 9 No. 1 (2026): SEISENSE Journal of Management

New Frontiers in Sustainable Finance: Asymmetric Risk Connectedness of Green Bonds with Global Financial Markets

Azhar Hussain (Chaudhary Abdul Rehman Business School, Superior University, Lahore, Pakistan)
Mehwish Zafar (Chaudhry Abdul Rehman Business School, Superior University Lahore, Pakistan.)
Waqas Khan (Chaudhary Abdul Rehman Business School, Superior University, Lahore, Pakistan)



Article Info

Publish Date
17 Sep 2026

Abstract

Purpose: This paper explores the asymmetric and state-dependent dependence relationship of the S&P Green Bond Index with six international markets and assesses whether such dependence patterns are correlated with the risk-reduction benefit associated with holding a green bond portfolio.Design/Methodology: The analysis is based on 2,856 aligned daily log returns of the S&P Green Bond Index, S&P 500, DAX, Shanghai Composite, S&P GSCI, S&P Bitcoin Index, and S&P Global Clean Energy Index from 2 January 2014 to 30 April 2026. Quantile-on-Quantile Regression (QQR) is computed. An economic significance is measured using long-only two-asset minimum variance portfolios.Findings: The findings show that there is significant asset and state-specific dependence. The minimum-variance portfolios invest relatively heavily in green bonds due to the significantly reduced unconditional volatility and yield significant in-sample variance reductions, but do not show universal hedging or safe-haven performance.Practical Implications: Green bonds should be considered as a state contingent, low volatility diversifier and not a universally defensive or safe haven asset. Market-state stress testing, asset-specific dependence and currency exposure are to be taken into consideration by investors and portfolio managers as part of their allocation decision.Originality: The present study is an incremental cross-market extension of the existing body of work, and then connecting asymmetric dependence estimates to formal portfolio evidence.

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Journal Info

Abbrev

jom

Publisher

Subject

Economics, Econometrics & Finance Social Sciences

Description

SEISENSE Journal of Management (SJOM) peer-reviewed and published as Bi-Monthly (six issues in a year), is committed to publishing scholarly empirical and theoretical research articles that have a high impact on the management field as a whole. SEISENSE JoM covers domains such as Business strategy & ...