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SHRP 2 Report S2-L10-RR-1: Feasibility of Using In-Vehicle Video Data to Explore How to Modify Driver Behavior That Causes Nonrecurring Congestion (2011)
Strategic Highway Research Program Reliability Focus Area (SHRP2REL)

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Katz, B, Park, S, Du, J, Rakha, H, Golembiewski, G, Guo, F, Doerzaph, Z, Viita, D, Kehoe, N, Rigdon, H, Transportation Research Board. "Reference." SHRP 2 Report S2-L10-RR-1: Feasibility of Using In-Vehicle Video Data to Explore How to Modify Driver Behavior That Causes Nonrecurring Congestion. Washington, DC: The National Academies Press, 2011.

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Page
7
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Page
7
Front Matter (R1-R10)
Introduction (1-1)
Findings (2-2)
Limitations of Existing Data Sets (3-3)
Recommendations (4-5)
Chapter 1 - Introduction (6-6)
Reference (7-7)
Project 2: Automotive Collision Avoidance System Field Operational Test (8-8)
Project 3: Quality of Behavioral and Environmental Indicators Used to Infer the Intention to Change Lanes (9-9)
Project 7: Drowsy Driver Warning System Field Operational Test (10-10)
Project 10: Effect of In-Vehicle Video and Performance Feedback on Teen Driving Behavior (11-11)
Project 14: Older Driver Field Operational Test (12-12)
References (13-14)
Quality of Vehicle Data (15-16)
Quality of External Data (17-19)
Evaluation of Candidate Data Sets (20-25)
Data Storage and Computation Requirements (26-27)
Data Reduction and Crash and Near-Crash Detection (28-40)
References (41-41)
Chapter 5 - General Guidelines for Video Data Analysis (42-42)
General Guidelines for Video Data Reduction (43-44)
References (45-45)
Literature Review (46-48)
Proposed Modeling Methodology (49-53)
References (54-55)
Overall Data Collection (56-56)
Kinematic Data (57-58)
Video Data (59-59)
Reduced Data (60-61)
Other Data Sources (62-62)
References (63-63)
Contributing Factors and Correctable Driver Behaviors (64-66)
Countermeasures (67-73)
Recommendations and Discussion (74-77)
References (78-78)
Appendix A - Project 2 Data Dictionary (79-86)
Appendix B - Project 5 Data Dictionary (87-93)
Appendix C - Project 7 and Project 8 Event Data Dictionary (94-122)
Appendix D - Project 7 and Project 8 Environmental Data Dictionary (123-127)
Reliability Technical Coordinating Committee (128-128)
Related SHRP 2 Research (129-129)

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7 the data reduction conducted by the original research team for each candidate data set and proposes recommendations (Task 4). Chapter 5 summarizes step-by-step guidelines to for future research efforts (Tasks 6 and 7). analyze video data for studying driver behavior in relation to nonrecurring congestion (Tasks 1 through 4). Chapter 6 introduces the statistical models that were developed to Reference assess travel time reliability (Task 5). Chapter 7 discusses 1. Federal Highway Administration, Office of Operations. Reducing potential problems, risks, and limitations in the data sets. Non-Recurring Congestion. http://ops.fhwa.dot.gov/program_areas/ Finally, Chapter 8 summarizes the data reduction results reduce-non-cong.htm. Accessed May 12, 2011.