1. Associate Professor, Dept. of Engineering Technology and Construction Management, Univ. of North Carolina at Charlotte, Charlotte, NC 28223 (corresponding author). ORCID: .
2. Professor, Kimmel School of Construction Management, Western Carolina Univ., Cullowhee, NC 28723.
3. Formerly, State Pavement Management Systems Engineer, Pavement Management Unit, North Carolina Dept. of Transportation, 1560 Mail Service Center, Raleigh, NC 27699.