Xiong, Y., Wang, G., Xiu, C. orcid.org/0000-0001-8418-916X et al. (3 more authors) (2026) How does virtual reality adoption affect firm risk? The role of external market environments. Transportation Research Part E: Logistics and Transportation Review, 207. 104604. ISSN: 1366-5545
Abstract
It is unclear whether adopting virtual reality technologies in a firm’s manufacturing processes is a risky decision or serves to reduce risk. Our study answers this question by combining the Mahalanobis distance matching with the difference-in-differences (DID) analysis to quantify the effect of virtual reality-enabled manufacturing practices (VRMPs) on firm risk. We also consider how external market environments, in terms of market competition, dynamism, and munificence, influence the relationship between VRMPs and firm risk. Our DID analysis, based on 74 treatment firms that adopted VRMPs and 72 matched control firms without such adoption, suggests that VRMP adoption helps reduce firm risk. Moreover, the risk-reduction effect is more significant for firms operating in highly competitive and dynamic markets, but less so in the contexts of high market munificence. These results demonstrate VRMPs’ potential to reduce firm risk and highlight the important role of external market environments in shaping this relationship.
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 Transportation Research Part E: Logistics and Transportation Review, 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. |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Business (Leeds) > Work and Employment Relation Division (Leeds) |
| Date Deposited: | 17 Dec 2025 11:17 |
| Last Modified: | 29 Apr 2026 18:16 |
| Status: | Published |
| Publisher: | Elsevier |
| Identification Number: | 10.1016/j.tre.2025.104604 |
| Sustainable Development Goals: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:235364 |
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Filename: TRE Paper Final.pdf
Licence: CC-BY 4.0



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