Work zones are vital for improving infrastructural utilities yet pose significant dangers for workers and drivers who are often unfamiliar with these areas. Prior research examined various aspects of … [Read more...] about Exploring the Root Factors Impacting Work Zone Accidents: A Mixed-Methods Study
Crash Causes
Text Mining-Based Approach for Identifying Critical Accident Causes in Highway Construction
The construction sector is among the most hazardous workplace where workers are more likely to be at risk than in other jobsites. Generally, construction accident reports possess a wealth of empirical … [Read more...] about Text Mining-Based Approach for Identifying Critical Accident Causes in Highway Construction
Identifying High-Risk Workers’ Actions Contributing to Highway Construction Accidents
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
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