Dr. Flannagan has over 25 years of experience conducting data analysis and addressing research questions related to transportation and mobility. She develops analytical methods for and analyzes a wide variety of transportation-related data, including travel, driving, crash, traffic, and injury outcome data. Her work includes development of algorithms to recognize high-level behaviors in videos, algorithms to detect when a crash is likely to cause injury (and alert EMS), and assessments of safety benefits of advanced vehicle technologies. Dr. Flannagan’s methods work includes, for example, efficient design of experiments, incorporation of machine-learning methods into transportation data analysis and survey sample design. She has recent and current NHTSA-funded projects estimating field safety benefits of a number of different ADAS systems and developing and piloting an on-road test procedure for Highly Automated Vehicles (HAVs). Dr. Flannagan’s research has been sponsored by Federal agencies including FHWA, NHTSA and FMCSA, state agencies, including the Michigan Office of Highway Safety Planning and the Michigan Department of Transportation, vehicle manufacturers including General Motors and Ford, the insurance industry, and the National Science Foundation (NSF), among others.
Expertise: data analysis,
Let’s Connect
cacf@umich.edu
Location
UMTRI
2901 Baxter Rd. Rm 222
Ann Arbor, MI 48109
Primary Website
Additional Information
Education
- PhD, Mathematical and Experimental Psychology, The University of Michigan, 1993.
- MA, Applied Statistics (Statistical Consulting Option), The University of Michigan,1989.
- MA, Mathematical and Experimental Psychology, The University of Michigan,1989.
- BA, Psychology, St. Lawrence University, 1984
Service
- Member, Faculty Promotions and Appointments Committee
- Member, Budget Committee
- Member, TRB Data Analysis Committee
Awards
- Richard H. Austin Long-term Service Award for MTCF, 2020
- UMOR Research Faculty Achievement Award, 2018
- NHTSA Public Service Award, 2017
Projects
Co-Investigator: RAISE: C-Accel Pilot – Track A1 (Open Knowledge Network): Network for Equity in the Era of Driverless Vehicles. (9/1/2019-5/31-2020). Sponsor: NSF. Total Award: $948,182.
Principal Investigator: Secondary Task Prevalence, Odds Ratios vs. Relative Risk, Absolute Risk and Alternative Baselines in SHRP2 Naturalistic Driving, (10/06/2016-05/31/2018). Sponsor: Alliance of Automobile Manufacturers. Total Award: $595,333.
Principal Investigator: Rideshare OnStar Data Collection: Part 3. (8/1/2019-4/30/2020). Sponsor: General Motors Company (dba General Motors Holdings, LLC). Total Award: $310,000
Principal Investigator: On-Road Motor Vehicle Assessment Methods . (10/1/2019-1/31/2022). Sponsor: Transportation, Department of-National Highway Traffic Safety Administration. Total Award: $1,047,106
Principal Investigator: 2019 Michigan Traffic Crash Facts & Technical Assistance Projects . (10/1/2019-9/30/2020). Sponsor: Michigan, State of, State Police. Total Award: $549,997
Principal Investigator: Automated Video Processing Algorithms to Detect and Classify High-Level Behaviors with Speed and Accuracy. (09/20/19-03/19/22). Sponsor: Federal Highway Administration. Total Award: $1,073,921.00
Publications
Please visit Dr. Flannagan’s website for a listing of her publications.
Student Engagement
Join our DEVIATE lab! I work with lots of students on computer vision, data science, and other related topics. Students participate in research through MDP, capstones, and volunteering, among other pathways.