Song, M. orcid.org/0000-0003-2375-6807 and Loo, B.P.Y. (2026) Harnessing green knowledge in small and medium enterprises. Small Business Economics. ISSN: 0921-898X
Abstract
Green technologies play a crucial role in fostering regional comparative advantages during the sustainability transition. Despite their importance, the extent to which knowledge spillovers from these technologies impact a broad spectrum of firms remains underexplored. This study provides pioneering evidence on the independent and combined effects of green knowledge relatedness and green knowledge complexity on firm-level productivity of small and medium-sized enterprises (SMEs). Utilising data from Orbis Intellectual Property and Orbis Balance Sheet, encompassing 17,736 UK manufacturing firms from 2013 to 2020, we employ multilevel modelling estimations. Fine-grained analyses are conducted by splitting the regions into different groups, comparing the effects between regions with high and low levels of green knowledge relatedness and complexity. Our findings underscore the importance of both green knowledge relatedness and complexity, as well as their interaction, in enhancing SMEs’ productivity. The paper concludes by providing a practical framework for SMEs in the green transition for the UK.
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 Small Business Economics, 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: | Green knowledge spillovers; Green knowledge relatedness; Green knowledge complexity; Productivity; SMEs |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Business (Leeds) > International Business Division (LUBS) (Leeds) |
| Date Deposited: | 27 Mar 2026 11:52 |
| Last Modified: | 27 Mar 2026 15:30 |
| Status: | Published online |
| Publisher: | Springer Nature |
| Identification Number: | 10.1007/s11187-026-01188-6 |
| Sustainable Development Goals: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:239334 |
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