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How do spatial factors affect On-Demand Food Delivery usage among urban residents? Evidence from Singapore

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  • Ma, Bohao
  • Wong, Yiik Diew
  • Teo, Chee-Chong
  • Sun, Shanshan

Abstract

This research addresses the interplay between spatial factors and consumers' on-demand food delivery (ODFD) usage with special attention to three aspects: (1) the contextualization of spatial food environments, whereby different spatial measurements (food accessibility vs. food presence) and zone definitions are compared to select the appropriate variables. Also, the study is not confined to dining opportunities at residential locations, while individuals' daily activities are considered; (2) the heterogeneity across contexts, namely home-based and non-home-based usage; (3) the nonlinear effects of demographic profiles. With data collected in Singapore, this study examines the effects of spatial food environment, built environment, and demographic attributes on ODFD frequency. The results indicate a negative association between offline food access and ODFD usage frequency while such relationships are heterogeneous across usage contexts. Meanwhile, a negative association between neighborhood walkability and ODFD usage is also observed though the relationship is modest. Regarding the demographic profiles, the significant effects of age, household income, education levels, household size, and gender are noted with nonlinear patterns and heterogeneity across usage contexts.

Suggested Citation

  • Ma, Bohao & Wong, Yiik Diew & Teo, Chee-Chong & Sun, Shanshan, 2024. "How do spatial factors affect On-Demand Food Delivery usage among urban residents? Evidence from Singapore," Journal of Transport Geography, Elsevier, vol. 120(C).
    • Handle: RePEc:eee:jotrge:v:120:y:2024:i:c:s0966692324001935
    DOI: 10.1016/j.jtrangeo.2024.103984
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    References listed on IDEAS

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    1. Crivellari, Alessandro & Beinat, Euro & Caetano, Sandor & Seydoux, Arnaud & Cardoso, Thiago, 2022. "Multi-target CNN-LSTM regressor for predicting urban distribution of short-term food delivery demand," Journal of Business Research, Elsevier, vol. 144(C), pages 844-853.
    2. Tong, Tingting & Dai, Hongyan & Xiao, Qin & Yan, Nina, 2020. "Will dynamic pricing outperform? Theoretical analysis and empirical evidence from O2O on-demand food service market," International Journal of Production Economics, Elsevier, vol. 219(C), pages 375-385.
    3. Ray, Arghya & Dhir, Amandeep & Bala, Pradip Kumar & Kaur, Puneet, 2019. "Why do people use food delivery apps (FDA)? A uses and gratification theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 221-230.
    4. Tsai, Pei-Hsuan & Chen, Chih-Jou & Hsiao, Wei-Hung & Lin, Chin-Tsai, 2023. "Factors influencing the consumers’ behavioural intention to use online food delivery service: Empirical evidence from Taiwan," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    5. Zhen, Feng & Du, Xiaojuan & Cao, Jason & Mokhtarian, Patricia L., 2018. "The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods: Evidence from Nanjing," Journal of Transport Geography, Elsevier, vol. 66(C), pages 291-299.
    6. Brandon J. Restrepo & Eliana Zeballos, 2020. "The effect of working from home on major time allocations with a focus on food-related activities," Review of Economics of the Household, Springer, vol. 18(4), pages 1165-1187, December.
    7. 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.
    8. Zhang, Shanqi & Luan, Hui & Zhen, Feng & Kong, Yu & Xi, Guangliang, 2023. "Does online food delivery improve the equity of food accessibility? A case study of Nanjing, China," Journal of Transport Geography, Elsevier, vol. 107(C).
    9. Hou, Yuting & Yap, Winston & Chua, Rochelle & Song, Siqi & Yuen, Belinda, 2020. "The associations between older adults’ daily travel pattern and objective and perceived built environment: A study of three neighbourhoods in Singapore," Transport Policy, Elsevier, vol. 99(C), pages 314-328.
    10. Ma, Bohao & Wong, Yiik Diew & Teo, Chee-Chong & Wang, Ziyan, 2024. "Enhance understandings of Online Food Delivery's service quality with online reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    11. Widener, Michael J. & Farber, Steven & Neutens, Tijs & Horner, Mark, 2015. "Spatiotemporal accessibility to supermarkets using public transit: an interaction potential approach in Cincinnati, Ohio," Journal of Transport Geography, Elsevier, vol. 42(C), pages 72-83.
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