Journal of Transportation Technologies

Volume 15, Issue 1 (January 2025)

ISSN Print: 2160-0473   ISSN Online: 2160-0481

Google-based Impact Factor: 2.29  Citations  

Reproducibility in Transportation Research: Importance, Best Practices, and Dealing with Protected and Sensitive Data

  XML Download Download as PDF (Size: 1313KB)  PP. 179-202  
DOI: 10.4236/jtts.2025.151010    57 Downloads   375 Views  

ABSTRACT

Reproducibility is a key aspect of the scientific method as it provides evidence for research claims. It is essential to promote openness, accessibility, and collaboration within the scientific community. This article aims to provide an introduction to best practices in reproducibility that are relevant to the transportation research community, to discuss issues and barriers to reproducibility, and to describe methods for addressing these issues. This article starts by discussing openness and transparency, then discusses several key best practices for reproducibility in transportation engineering, highlighting common methods and techniques, as well as the associated benefits. The paper concludes with a discussion of the key barriers to implementing reproducibility practices in transportation research and potential solutions. The barriers include existing culture and attitudes, data sensitivity, insufficient methodological detail, lack of code sharing, limited validation, additional time and research burden, and skill and knowledge gaps. Discussing each of these items provides an opportunity for the transportation research community to evolve to become one that embraces the openness and transparency of reproducibility.

Share and Cite:

Wood, J. and Schalkwyk, I. (2025) Reproducibility in Transportation Research: Importance, Best Practices, and Dealing with Protected and Sensitive Data. Journal of Transportation Technologies, 15, 179-202. doi: 10.4236/jtts.2025.151010.

Cited by

No relevant information.

Copyright © 2025 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.