2023
DOI: 10.1111/poms.14056
|View full text |Cite
|
Sign up to set email alerts
|

The role of data‐based intelligence and experience on time efficiency of taxi drivers: An empirical investigation using large‐scale sensor data

Yingda Lu,
Youwei Wang,
Yuxin Chen
et al.

Abstract: In this paper, we employ large‐scale sensor data to examine the impact of data‐based intelligence and work‐related experience on the time efficiency of individual taxi drivers, measured by their propensity of choosing the fastest routes. The identification strategy is built on 1) a unique exogenous policy shock banning taxi‐hailing apps with embedded GPS system, and 2) a measure of Non‐Recurring Congestion (NRC) avoidance, enabled by the real‐time sensor data, which serves as a proxy for GPS usage. Our empiric… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...
1

Relationship

0
1

Authors

Journals

citations
Cited by 1 publication
references
References 101 publications
(160 reference statements)
0
0
0
Order By: Relevance