What type of study is this?

This is a Systematic Review study (also classified as: Literature Review).

August 22, 2025Applied SciencesOpen Access

Systematic Review of Transportation Choice Modeling

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Authors

MFMartin FaleUniversity of Maribor YWYuhong WangNingbo University BRBojan RupnikUniversity of Maribor

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Implication

Systematic review reveals key factors influencing transportation mode choice in passenger and freight transport, indicating a need for improved real-world applicability.

Key Points

The multinomial logit model remains the most widely used method for modeling transportation mode choice, despite rising interest in machine learning approaches.
A search covering 875 papers narrowed down to 106 relevant studies, highlighting significant methodologies in both passenger and freight transportation.
Data is primarily collected from surveys for passenger transport and interviews for freight, emphasizing a need for diverse data sources.
The review identifies a gap between theoretical advancements in transportation modeling and their practical application in real-world scenarios.

Cite This Study

Fale et al. (2025) studied this question.

synapsesocial.com/papers/68af5231ad7bf08b1eada77e https://doi.org/10.3390/app15179235

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Implication

Systematic review reveals key factors influencing transportation mode choice in passenger and freight transport, indicating a need for improved real-world applicability.

Systematic Review of Transportation Choice Modeling

Discussion

Member takes

Implication

Key Points

Cite This Study

Systematic Review of Transportation Choice Modeling

Discussion

Member takes

Implication

Key Points

Cite This Study

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