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April 23, 2026Traffic Injury Prevention0 citations

Impact of land use on bus driver inattentiveness: Insight into crash risks

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DTDev Singh ThakurRCRavi Sekhar ChalumuriSVS Velmurugan

Key Points

  • The research aims to investigate how land use influences bus driver inattentiveness and associated crash risks along the NH-65 corridor.
  • Conducted statistical analyses to assess driver inattention patterns.
  • Utilized artificial neural networks (ANN) for risk estimation.
  • Identified spatial hotspots of distraction and fatigue.
  • Daytime distraction and nighttime fatigue significantly contribute to crash severity.
  • Integrated approaches highlight the importance of context in understanding driver behavior.
  • Statistical evidence supports the need for location-specific safety measures.

Abstract

Driver inattention along the NH-65 corridor is shaped by both spatial context and circadian timing. Integrated evidence from statistical analyses, ANN risk estimation, and spatial hotspots indicates that daytime distraction and nighttime fatigue are the dominant contributors to crash severity. These findings highlight the need for time-specific and location-targeted interventions to enhance safety on this critical highway.

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Cite This Study

Thakur et al. (2026) studied this question.

synapsesocial.com/papers/69e9b6aa85696592c86eaf60https://doi.org/10.1080/15389588.2026.2638536
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