Analyzing historical construction accident narratives is widely implemented by researchers to understand critical causes of past accidents. Previous studies have identified accident causes and … [Read more...] about Identifying High-Risk Workers’ Actions Contributing to Highway Construction Accidents
Crash Causes
Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes
In 2020, more than 102,000 work zone crashes occurred in the United States, resulting in over 45,000 injuries and more than 850 fatalities. These numbers are higher than 2019 records, despite lower … [Read more...] about Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes
Highway Construction Safety Analysis Using Large Language Models
The highway construction industry carries substantial safety risks for workers, necessitating thorough accident analyses to implement effective preventive measures. Current research lacks … [Read more...] about Highway Construction Safety Analysis Using Large Language Models
TRB: More Needed for Highway Work Zone Safety
This article highlights a recent blog post by the Transportation Research Board re-emphasizing the need for extensive research, planning, and technological advancements to enhance the safety of … [Read more...] about TRB: More Needed for Highway Work Zone Safety
NTSB Commercial Vehicle Crash Investigations: Findings and Recommendations
Hear from an investigator with the National Transportation Safety Board (NTSB) who will discuss key findings in investigations related to commercial vehicle crashes; provide insights into specific, … [Read more...] about NTSB Commercial Vehicle Crash Investigations: Findings and Recommendations
Inferring Heterogeneous Treatment Effects of Work Zones on Crashes
The increasing number of work zone crashes has been a significant concern for road users, transportation agencies, and researchers. Crashes can be caused by work zones, and this effect changes across … [Read more...] about Inferring Heterogeneous Treatment Effects of Work Zones on Crashes