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Quantifying Effectiveness of Behavioral Countermeasures to Develop Crash Modification Factors (BTS-45)

highway overpass
June 26, 2025

The objective of this research is to develop and refine a methodology for evaluating behavioral countermeasures, evaluate behavioral countermeasures with existing effectiveness studies, such as those with five stars in Countermeasures That Work, to develop CMFs for these countermeasures, review state best practices for analyzing the effectiveness of behavioral countermeasures to identify promising analytic methods including inferential statistics and modeling, evaluate the feasibility of applying the CMF rating methodology outlined in NCHRP Project 17-72 “Update of Crash Modification Factors for the Highway Safety Manual”, OR a modified version of the 17-72 rating methodology that considers factors limited to behavioral countermeasures, and explore the feasibility of including behavioral countermeasures in the FHWA CMF Clearinghouse, including potential changes that may need to be made to the Clearinghouse system structure, and unique guidance and training necessary to instruct users on how to apply behavioral CMFs.

Project Overview

The objectives of this research are to:

Develop and refine a methodology for evaluating behavioral countermeasures—including consideration of spatial, temporal, and spillover effects—that will allow for applying the safety effectiveness information via a crash modification factor to safety projects involving behavioral countermeasure decisions.

Evaluate behavioral countermeasures with existing effectiveness studies, such as those with five stars in Countermeasures That Work, to develop CMFs for these countermeasures.

Review state best practices for analyzing the effectiveness of behavioral countermeasures to identify promising analytic methods including inferential statistics and modeling, especially those that can address concerns over regression-to-the-mean and common data limitations in assessments of behavioral change.

Evaluate the feasibility of applying the CMF rating methodology outlined in NCHRP Project 17-72 “Update of Crash Modification Factors for the Highway Safety Manual”, OR a modified version of the 17-72 rating methodology that considers factors limited to behavioral countermeasures.

Explore the feasibility of including behavioral countermeasures in the FHWA CMF Clearinghouse, including potential changes that may need to be made to the Clearinghouse system structure, and unique guidance and training necessary to instruct users on how to apply behavioral CMFs.

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