Comparative Effectiveness of Coaching Modalities in Commercial Fleet Operations

Technical Report 2025

Abstract

This report presents findings from a comprehensive survey of commercial fleet professionals involved in fleet safety (specifically managers, coaches and decision-makers) regarding the perceived effectiveness, practical implementation, and strategic value of different driver coaching approaches. Grounded in the broader objective of improving safety outcomes through evidence-based coaching strategies, the survey sought to explore both individual preferences and organizational practices.The survey respondents consisted of two distinct groups: individuals who identify coaching as a key part of their primary job, and commercial dashcam decision-makers who do not directly engage in driver coaching. This composition allowed for insights from both those actively involved in coaching practices and those responsible for implementing or overseeing dashcam technology without hands-on coaching responsibilities.

Publication
UC San Diego, eScholarship (Technical Report)
Nadir Weibel
Nadir Weibel
Professor of Computer Science and Engineering
Matin Yarmand
Matin Yarmand
Ph.D. Alumni at UCSD
Computer Science and Engineering
Huimeng Lu
Undergraduate Student at UCSD
Mathematics–Computer Science
Vivian Xiang
Undergraduate Student at UCSD
International Business and Marketing
Gabriella Strudler
Gabriella Strudler
Research Associate

Research Associate in the HXI Lab exploring accessibility, healthcare, and assistive technology.

Pari Hathiram
Undergraduate Student at UCSD
Human Biology

Related