Transcript Slide 1
Week 8, CE 552
- Typical crash rates and distributions
- Crashes that take the highest toll on
human life
Why analyze crash data?
• Identify patterns
• Determine causes
• Develop countermeasures
Rates …why?
• To compare locations
• To decide if a location is at abnormal risk
• Rate per million entering vehicles:
This should really be RHMVM, shouldn’t it?
Expected value analysis
• Use only to compare “similar” sites (geometry,
control, volume)
• Problem: crashes are non-neg. count data
(normal distribution does not apply)
Cluster analysis
• E.g., if a site has one right-angle, two rear-end
and 6 left-turn crashes, one might say the leftturn crashes represent a cluster
• But … what if the # of left turns is very high …
then, is 6 high?
• Need exposure data
• Must usually use good engineering judgment
Summarizing crash data
Type
Severity, e.g., KABCO, MAIS
Time Periods
a)
b)
c)
Contributing
Circumstances
Hour
Day
Month
Environmental
Conditions
a) light condition
b) surface condition
Typical crash rates
Iowa data for risk by road type
Oregon crash rates (compare to Iowa)
Source: NCHRP Web Only Document 126
Guidelines for using NC crash rates
Crash rate discussion
Aussie rates – compare road types
European crash rates by road type
Low traffic flow roads – there are significant differences in fatal and
serious accident rate between roads with less than 10,000 Average
Annual Daily Traffic (AADT), roads with 10,000 to 20,000 AADT, and
roads with more than 20,000 AADT. (The ratio of these differences is
about 2.3:1.8:1);
Note: to convert /bvkm to /HMVM, multiply by ~6 (Iowa K+A+B crash rate per HMVM in ~60,
much lower than the numbers presented above for Europe if you multiply them by 6)
http://www.eurorap.org/library/pdfs/roaddesignfactors.pdf
Kentucky Intersection Crash Rates
http://www.ktc.uky.edu/Reports/KTC_03_21_SPR258_03_2I.pdf
Massachusetts Intersection Crash Rates
From Oregon Study …
http://www.oregon.gov/ODOT/HWY/TRAFFIC-ROADWAY/docs/pdf/safety_of_4-leg_vs_T.pdf
http://www.oregon.gov/ODOT/HWY/TRAFFIC-ROADWAY/docs/pdf/safety_of_4-leg_vs_T.pdf
http://www.oregon.gov/ODOT/HWY/TRAFFIC-ROADWAY/docs/pdf/safety_of_4-leg_vs_T.pdf
http://www.oregon.gov/ODOT/HWY/TRAFFIC-ROADWAY/docs/pdf/safety_of_4-leg_vs_T.pdf
Crashes that take the highest toll
on human life
• Head-ons, Intersections, ROR, VRU
• Show iRAP video
http://www.eurorap.org/library/pdfs/roaddesignfactors.pdf
Head-on collisions
• In this video, the ADAC Strassentest Car barely escapes a head-on crash.
• Fatal Head On Accident Six Killed On US12 Near Morton WA
• Truck crossing median – 7 fatals video
http://onlinepubs.trb.org/onlinepubs/nchrp/nchrp_rpt_500v20.pdf
Intersections (junctions)
See: UMN captured crashes
http://onlinepubs.trb.org/Onlinepubs/nchrp/nchrp_rpt_500v5.pdf
Manner of collision
Run-off the road (ROR)
http://www.t2.unh.edu/nltapa/Pubs/fhwa's_roadway_departure_program.pdf
http://www.t2.unh.edu/nltapa/Pubs/PLD-1.pdf
http://onlinepubs.trb.org/Onlinep
ubs/nchrp/nchrp_rpt_500v6.pdf
http://www.t2.unh.edu/nltapa/Pubs/fhwa's
_roadway_departure_program.pdf
Vulnerable Road users
Motorcycles, bikes, pedestrians
• Bicyclists and Other Cyclists (DOT-HS-810-986)
• http://onlinepubs.trb.org/Onlinepubs/nchrp/nchrp_rpt_500v10.pdf
• http://onlinepubs.trb.org/onlinepubs/nchrp/nchrp_rpt_500v22.pdf
Children