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Impacts of online shopping on travel demand: a systematic review

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  • Huyen T. K. Le
  • Andre L. Carrel
  • Harsh Shah

Abstract

The rise of e-commerce has led to substantial changes in personal travel and activities. We systematically reviewed empirical studies on the relationship between online shopping and personal travel behaviour. We synthesised and assessed the evidence for four types of effects on various travel outcomes, including trip frequency, travel distance, trip chaining, mode choice, and time use. In 42 articles reviewed, we found more evidence that online shopping substitutes for shopping travel. Most studies to date have focused on trip frequency but neglected other travel outcomes. Very few studies have considered the modification effect, which has significant implications for travel demand management. In sum, previous studies have not reached a consensus on the dominant effect of online shopping, in part due to the diversity in variable measurements, types of goods, study areas, and analytic methods. A limitation of previous studies is the reliance on cross-sectional surveys, which hinders the distinction between short- and long-term behaviours and between modification, complementarity, and substitution effects. Our study provides an agenda for future research on this topic and discusses policy implications related to land use, behavioural changes, data collection, and modelling for practitioners who wish to incorporate e-commerce in planning for sustainable urban systems.

Suggested Citation

  • Huyen T. K. Le & Andre L. Carrel & Harsh Shah, 2022. "Impacts of online shopping on travel demand: a systematic review," Transport Reviews, Taylor & Francis Journals, vol. 42(3), pages 273-295, May.
    • Handle: RePEc:taf:transr:v:42:y:2022:i:3:p:273-295
    DOI: 10.1080/01441647.2021.1961917
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    Cited by:

    1. Zhang, Kun & Zhu, Pei-Hua & Qian, Xiang-Yan, 2024. "National information consumption demonstration city construction and urban green development: A quasi-experiment from Chinese cities," Energy Economics, Elsevier, vol. 130(C).
    2. Ralph Hippe & Damien Demailly & Claude Diebolt, 2022. "The Digital Transition for a Sustainable Mobility Regime? A Long-Run Perspective," Working Papers of BETA 2022-19, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    3. Harsh Shah & Andre L. Carrel & Huyen T. K. Le, 2024. "Impacts of teleworking and online shopping on travel: a tour-based analysis," Transportation, Springer, vol. 51(1), pages 99-127, February.
    4. Xu, Lu & Saphores, Jean-Daniel, 2024. "Does e-shopping impact household travel? Evidence from the 2017 U.S. NHTS," Journal of Transport Geography, Elsevier, vol. 115(C).
    5. Aqeela Saleem & Javed Aslam & Yun Bae Kim & Shazia Nauman & Nokhaiz Tariq Khan, 2022. "Motives towards e-Shopping Adoption among Pakistani Consumers: An Application of the Technology Acceptance Model and Theory of Reasoned Action," Sustainability, MDPI, vol. 14(7), pages 1-16, March.
    6. Balbontin, Camila & Hensher, David A. & Ho, Chinh, 2023. "Light commercial vehicles destination choice: Understanding preferences relative to the number of stop and tour-based trip type," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    7. Wang, Xize & Renne, John L., 2023. "Socioeconomics of Urban Travel in the U.S.: Evidence from the 2017 NHTS," SocArXiv cdw2y, Center for Open Science.
    8. Zihao Yang & Ramayya Krishnan & Beibei Li, 2024. "The Interplay Between Individual Mobility, Health Risk, and Economic Choice: A Holistic Model for COVID-19 Policy Intervention," INFORMS Joural on Data Science, INFORMS, vol. 3(1), pages 6-27, April.
    9. Xu, Ningzhe & Nie, Qifan & Liu, Jun & Jones, Steven, 2024. "Linking short- and long-term impacts of the COVID-19 pandemic on travel behavior and travel preferences in Alabama: A machine learning-supported path analysis," Transport Policy, Elsevier, vol. 151(C), pages 46-62.
    10. Xize Wang & John L. Renne, 2023. "Socioeconomics of Urban Travel in the U.S.: Evidence from the 2017 NHTS," Papers 2303.04812, arXiv.org.
    11. Sijin Chen, & Ning Li,, 2024. "From carbon-intensive to mineral resources: Barriers and motivators for embracing natural resource in the transition process," Resources Policy, Elsevier, vol. 91(C).

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