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Cited by 253

The DOI matches its Crossref record; 33 of the 33 references it cites were found in a registry or an index.

Mode choice, substitution patterns and environmental impacts of shared and personal micro-mobility

Open access
Reck, Daniel J., Martin, Henry, Axhausen, Kay W.·2022·Transportation Research Part D: Transport and Environment

Abstract

Shared micro-mobility services are rapidly expanding yet little is known about travel behaviour. Understanding mode choice, in particular, is quintessential for incorporating micro-mobility into transport simulations in order to enable effective transport planning. We contribute by collecting a large dataset with matching GPS tracks, booking data and survey data for more than 500 travellers, and by estimating a first choice model between eight transport modes, including shared e-scooters, shared e-bikes, personal e-scooters and personal e-bikes. We find that trip distance, precipitation and access distance are fundamental to micro-mobility mode choice. Substitution patterns reveal that personal e-scooters and e-bikes emit less CO2 than the transport modes they replace, while shared e-scooters and e-bikes emit more CO2 than the transport modes they replace. Our results enable researchers and planners to test the effectiveness of policy interventions through transport simulations. Service providers can use our findings on access distances to optimize vehicle repositioning.

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Metadata

Authors
Reck, D. J., Martin, H., & Axhausen, K. W.
Venue
Transportation Research Part D: Transport and Environment
Publisher
Elsevier BV
Published
2022-01
Volume
102
Pages
103134
ISSN
1361-9209 (ISSN-L)
OpenAlex
W4226028809
Cited by
253
References
33
FWCI
10.18
Type
journal article
Language
en
Open access
hybrid

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CoChat. (2026). Citation check: Mode choice, substitution patterns and environmental impacts of shared and personal micro-mobility. https://app.cochat.ai/papers/10.1016/j.trd.2021.103134
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Reck, D. J., Martin, H., & Axhausen, K. W. (2022). Mode choice, substitution patterns and environmental impacts of shared and personal micro-mobility. Transportation Research Part D: Transport and Environment. https://doi.org/10.1016/j.trd.2021.103134

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