Gronwald, M. and Wadud, S. (2026) Green Bond Returns and the Dynamics of Green and Traditional Financial Markets: A Thick Pen Analysis. European Financial Management. ISSN: 1354-7798
Abstract
This paper analyses the relationship between green bond markets and both green and traditional financial markets using the Thick Pen Measure of Association, a visually interpretable tool for analysing co-movement across different time scales. It finds, first, that the relationships between these markets shift over time, with a strong influence of events like COVID-19 and the Ukraine war. Second, green bond returns closely track benchmark bonds but show weaker, sometimes declining, links to stocks, which underscores their diversification potential. Short-term green bond moves, however, remain tied to the stock market's long-term environment, especially in times of stress
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | This is an author produced version of an article published in European Financial Management, made available via the University of Leeds Research Outputs Policy under the terms of the Creative Commons Attribution License (CC-BY), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. |
| Keywords: | association thickness measure; co-movement; data science; financial markets; green bonds |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Business (Leeds) > Accounting & Finance Division (LUBS) (Leeds) |
| Date Deposited: | 06 Mar 2026 13:01 |
| Last Modified: | 06 Mar 2026 20:50 |
| Status: | Published online |
| Publisher: | Wiley |
| Identification Number: | 10.1111/eufm.70053 |
| Sustainable Development Goals: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:238009 |
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Filename: 2026_Thick_Pen__GB_and_GE.pdf
Licence: CC-BY 4.0


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