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May 28, 2026Transportation Research Part E Logistics and Transportation Review0 citationsOpen Access

Methodological advances in online food delivery: A systematic review, taxonomy, and research outlook

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MTMohammadamin TavasoliRBRoberto BaldacciVKVahid Kayvanfar

Key Points

  • The study aims to review quantitative optimization techniques in online food delivery services and establish a comprehensive framework for their analysis.
  • Conducted a systematic review of quantitative optimization research focused on online food delivery (OFD).
  • Introduced a multidimensional classification framework based on decision levels and analytical approaches.
  • Outlined practical complexities using operational research (OR) models.
  • Developed a comprehensive framework that categorizes optimization strategies based on decision levels.
  • Identified gaps in current OFD research, providing direction for future exploration in optimization techniques.

Abstract

• We systematically review quantitative optimization research in OFD services. • We introduce a multidimensional classification framework by decision level, problem setting, and analytical approach. • We establish a framework that converts practical OFD complexities into OR model elements. • We outline directions for future research.

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Cite This Study

Tavasoli et al. (2026) studied this question.

synapsesocial.com/papers/6a17dd723fad632b0f9da295https://doi.org/10.1016/j.tre.2026.104972
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