 |
PPT version for Printing
Low Cost Safety Improvements Pooled Funds Study
Safety of Lane/Shoulder Width Combinations on Two-Lane Rural Roads
Dr. Frank Gross, Vanasse Hangen Brustlin (VHB), Inc Dr. Paul P. Jovanis, Penn State University
Overview
- Introduction
- Objective
- Study Design
- Methodology
- Data Collection
- Preliminary Results
- Conclusions
- Future Research
Background on Strategy
- Shoulder Paving/Widening
- Pavement Width
- What lane/shoulder width produces lowest crash odds?
- Identified at Technical Advisory Committee June 2006
- Target crashes
- Head-on
- Run-off-road
- Sideswipe
- Potential Difficulties
- Key to Success
- Flexible modeling approach
Literature Review
- Crash Modification Factors in Highway Safety Manual
- Key studies: Zegeer et al. (1981); Zegeer et al. (1988); Griffin and Mak (1987)
 |
| | Recommended CMF for Shoulder Width (Harwood et al., 2000) |
- Few Studies Address Allocation of Total Width
- "Road diets" change total number of lanes
- Burden and Lagerwey (2001); Welch (1999)
- Reallocation of width on urban freeways
- Add lane by reducing lane and shoulder width
- McCasland (1978); Urbanik and Bonilla (1987)
- Evaluate Re-allocation Without Other Changes
Objective
- Estimate Safety Effectiveness
- For a given pavement width, what allocation of lane/shoulder width produces the lowest crash odds?
- Secondary Questions of Interest
- Do effects vary by:
- Traffic volume?
- Speed limit?
- For a given lane width, do effects vary as shoulder width increases?
- Is the treatment economically feasible?
Methodology
- Case-Control Methodology
- Cases: crash-involved segments for a given year
- Controls: non-crash-involved segments for a given year
- Matching Variables
- Additional Covariates
- Speed, District, Unpaved Shoulder, Curvature, and Grade
| Pair | ADT | Segment length | SW: 0 | SW: 1 | SW: 2 | SW: 3 | SW: 4 | SW: 5 | LW: 9 | LW: 10 | LW:11 | LW:12 | Outcome |
| 1 | 2 | 5 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 1 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 2 | 4 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 |
| 2 | 4 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
SW means shoulder width and LW means lane width
- Case-Control Methodology
- Allows answer to primary and secondary questions
- Regression-to-the-mean not an issue
- Accounts for confounding variables
- Matched design
- Model covariates
Study Design
- Required Sample Size
- Minimum: 15,094 segment-years
- Detect 10 percent reduction in total crashes with 90 percent confidence
- Desirable: 57,576 segment-years
- Detect 5 percent reduction in total crashes with 90 percent confidence
- Assumption
- 50 percent discordant pairs
- How Does Assumption Hold?
- PA discordant pairs: 70 percent (LW) and 80 percent (SW)
- WA discordant pairs: 66 percent (LW) and 84 percent (SW)
Data Collection-1
Data Collection-2
- Crash Data
- 5 years of PA data
- 6 years of WA data
- Roadway Data
- (PA and WA)
- Number of Lanes
- Area Type
- AADT
- Segment Length
- Speed Limit
- Surface Width
- Paved Shoulder Width
- (WA only)
- Horizontal Curvature
- Vertical Curvature
- (PA only)
- Unpaved Shoulder Width
- District
Data Collection-3
| Variable | PA Cases (total crashes) | PA Controls (total crashes) | WA Cases (total crashes) | WA Controls (total crashes) | PA Cases (target crashes) | PA Controls (target crashes) | WA Cases (target crashes) | WA Controls (target crashes) |
| Length (ft) | 2598 | 2578 | 1936 | 1874 | 2628 | 2609 | 2059 | 1996 |
| AADT | 3921 | 3701 | 4693 | 4398 | 3530 | 3363 | 4133 | 3970 |
| Speed (mph) | 47.36 | 48.20 | 51.04 | 51.18 | 47.61 | 48.26 | 51.76 | 51.65 |
| Lane Width (ft) | 11.21 | 11.19 | 11.55 | 11.61 | 11.02 | 11.10 | 11.49 | 11.61 |
| Shoulder Width (ft) | 2.96 | 3.14 | 4.95 | 5.23 | 2.82 | 3.02 | 4.81 | 5.33 |
Data Collection -4
| Pavement Width | Lane Width | Shoulder Width | PA Sample (Total crashes) | WA Sample (Total crashes) | PA Sample (Target crashes) | WA Sample (Target crashes) |
| 26’ | 10’ | 3’ | 4,838 | 352 | 3,550 | 60 |
| 26’ | 11’ | 2’ | 4,443 | 2,001 | 3,134 | 522 |
| 26’ | 12’ | 1’ | 196 | 173 | 148 | 53 |
| 28’ | 10’ | 4’ | 4,024 | 225 | 2,803 | 20 |
| 28’ | 11’ | 3’ | 6,756 | 2,581 | 4,601 | 686 |
| 28’ | 12’ | 2’ | 1,485 | 591 | 994 | 161 |
| 30’ | 10’ | 5’ | 567 | 84 | 393 | 17 |
| 30’ | 11’ | 4’ | 10,156 | 2,388 | 6,622 | 526 |
| 30’ | 12’ | 3’ | 2,156 | 1,479 | 1,420 | 429 |
| 32’ | 10’ | 6’ | 406 | 63 | 250 | 12 |
| 32’ | 11’ | 5’ | 2,960 | 778 | 1,932 | 206 |
| 32’ | 12’ | 4’ | 4,859 | 2,358 | 3,107 | 640 |
| 34’ | 10’ | 7’ | 84 | 4 | 54 | 1 |
| 34’ | 11’ | 6’ | 2,677 | 1,190 | 1,667 | 277 |
| 34’ | 12’ | 5’ | 1,242 | 906 | 720 | 242 |
| 36’ | 10’ | 8’ | 75 | 61 | 42 | 14 |
| 36’ | 11’ | 7’ | 294 | 403 | 188 | 115 |
| 36’ | 12’ | 6’ | 1,577 | 1,691 | 954 | 454 |
| Total | | | 48,795 | 17,328 | 32,579 | 4,435 |
Evaluation Results (PA Total Crashes)
Evaluation Results (PA Target Crashes)
Evaluation Results (WA Total Crashes)
Evaluation Results (WA Target Crashes)
Example Odds Ratio
| Total Paved Width (ft) | LW (ft) | SW (ft) | Odds Ratio | Standard Error | P value | Lower Confidence Level. | Lower Confidence Level |
| 32 | 10 | 6 | 1.000 | * | * | * | * |
| 32 | 11 | 5 | 1.419 | 0.197 | 0.012 | 1.081 | 1.863 |
| 32 | 12 | 4 | 1.366 | 0.185 | 0.021 | 1.047 | 1.783 |
Conclusions
- Within Pavement Width
- PA: Not many significant changes
- Particularly for total crashes
- WA: General decrease in crashes for narrow lane and wide shoulder
- Target crashes in particular
- Be aware of small samples
- Within Lane Width
- General decrease in crashes as shoulder increases
- Supports model results (consistent with prior studies)
- Preliminary Results!
- Need to explore outliers
- Answer secondary questions
Future Research
- Field-verify sites in PA
- Preliminary data verification using PA video logs
- Evaluate Anomalies
- Met with PennDOT to discuss results
- Review PennDOT and WSDOT design guides
- Secondary Questions
- Do effects vary by:
- Traffic volumes?
- Speed limit?
- Economic analysis
< Presentation 9 | Presentation 11 >
|