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PPT version for Printing
Low Cost Safety Improvements Pooled Funds Study
Safety Evaluation of STOP AHEAD Pavement Markings
| Dr. Frank Gross, Vanasse Hangen Brustlin (VHB), Inc |
Overview
- Introduction
- Objective
- Study Design
- Data Collection
- Results
- Economic Analysis
- Conclusions
Background on Strategy
- STOP AHEAD
- Tried
- Low cost
- Short-term implementation
- Target crashes
- Right-angle
- Rear-end
- Other STOP sign violation crashes
- Potential Difficulties
- Visibility in winter
- Low coefficient of friction
- Key to Success
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Literature Review
- STOP AHEAD pavement markings
- STOP AHEAD signs
- Several studies
- Not particularly effective (Zwahlen, 1988)
Objective
- Estimate Safety Effectiveness
- Total crash frequency
- Target crash frequency
- Right-angle collisions
- Rear-end collisions
- Injury collisions
- Questions of Interest
- Do effects vary by:
- Traffic volumes?
- Area type?
- Number of approach legs?
- Number of stop-controlled approaches?
- Is the treatment economically feasible?
Study Design
- Required Sample Size
- Minimum: 53 intersection-years
- Detect 20 percent reduction in total crashes with 90 percent confidence
- Desirable: 260 intersection-years
- Detect 10 percent reduction in total crashes with 90 percent confidence
- Assumptions
- Number of reference sites = number of strategy sites
Data Collection
Data Collection – Arkansas
Total number of intersections used = 8
| Variable | Mean | Minimum | Maximum |
| Months before | 102.9 | 82.3 | 127.3 |
| Months after | 32.1 | 16.7 | 49.7 |
| Crashes/site-year before | 1.60 | 0.13 | 7.78 |
| Crashes/site-year after | 1.36 | 0.00 | 9.00 |
| Injury crashes/site-year before | 0.86 | 0.00 | 4.44 |
| Injury crashes/site-year after | 1.08 | 0.00 | 7.50 |
| Right-angle crashes/site-year before | 0.82 | 0.00 | 5.00 |
| Right-angle crashes/site-year after | 0.81 | 0.00 | 6.50 |
| Rear-end crashes/site-year before | 0.32 | 0.00 | 1.78 |
| Rear-end crashes/site-year after | 0.04 | 0.00 | 0.34 |
| Total Entering AADT before | 5,330 | 407 | 11,284 |
| Total Entering AADT after | 5,588 | 513 | 11,850 |
Data Collection – Maryland
Total number of intersections used = 9
| Variable | Mean | Minimum | Maximum |
| Months before | 79.0 | 44.7 | 107.9 |
| Months after | 41.0 | 12.1 | 75.3 |
| Crashes/site-year before | 3.71 | 0.22 | 7.19 |
| Crashes/site-year after | 2.83 | 0.00 | 7.00 |
| Injury crashes/site-year before | 2.18 | 0.11 | 4.29 |
| Injury crashes/site-year after | 1.34 | 0.00 | 3.20 |
| Right-angle crashes/site-year before | 1.49 | 0.00 | 3.81 |
| Right-angle crashes/site-year after | 1.06 | 0.00 | 3.60 |
| Rear-end crashes/site-year before | 0.58 | 0.00 | 1.68 |
| Rear-end crashes/site-year after | 0.59 | 0.00 | 2.00 |
| Total Entering AADT before | 8,094 | 1,627 | 14,043 |
| Total Entering AADT after | 8,856 | 1,663 | 17,263 |
Data Collection – Minnesota
Total number of intersections used = 158
| Variable | Mean | Minimum | Maximum |
| Months before | 117.0 | 36.0 | 120.0 |
| Months after | 26.1 | 24.0 | 96.0 |
| Crashes/site-year before | 0.04 | 0.00 | 0.67 |
| Crashes/site-year after | 0.01 | 0.00 | 0.63 |
| Injury crashes/site-year before | 0.02 | 0.00 | 0.40 |
| Injury crashes/site-year after | 0.00 | 0.00 | 0.20 |
| Right-angle crashes/site-year before | 0.01 | 0.00 | 0.30 |
| Right-angle crashes/site-year after | 0.00 | 0.00 | 0.33 |
| Rear-end crashes/site-year before | 0.00 | 0.00 | 0.10 |
| Rear-end crashes/site-year after | 0.00 | 0.00 | 0.17 |
| Total Entering AADT before | 756 | 80 | 6,076 |
| Total Entering AADT after | 858 | 88 | 6,310 |
Evaluation Results
Aggregate Analysis
| States | Percent reduction in Right-angle crashes | Percent reduction in Rear-end crashes | Percent reduction in Injury crashes | Percent reduction in Total crashes |
| Combined Results (AR and MD) | -3.6 | 29.0 | 21.6 | 31.1 |
| AR Results | 42.1 | 90.3 | 31.7 | 52.3 |
| MD Results | -39.0 | -1.6 | 17.6 | 22.9 |
| MN Results | 66.9 | 67.9 | 82.2 | 34.1 |
Note: A negative sign indicates an increase in crashes. Bold numbers indicate a statistically significant effect (95% confidence level).
| States | Standard Error for Right-angle crashes | Standard Error for Rear-end crashes | Standard Error for Injury crashes | Standard Error for Total crashes |
| Combined Results (AR and MD) | (18.1) | (18.0) | (12.0) | (8.0) |
| AR Results | (17.5) | (9.5) | (18.1) | (10.8) |
| MD Results | (31.1) | (28.7) | (15.4) | (10.5) |
| MN Results | (23.4) | (32.1) | (12.6) | (19.3) |
Note: A negative sign indicates an increase in crashes. Bold numbers indicate a statistically significant effect (95 percent confidence level).
Disaggregate Analysis
| Disaggregate Group | Sites | Estimate of Percent Reduction (standard error) |
| Injury crashes:3-legged | 5 | 54.7 (16.4) |
| Injury crashes:4-legged | 12 | 11.9 (15.0) |
| Injury crashes: All-way stop-controlled | 7 | 42.3 (14.9) |
| Injury crashes: All-way stop-controlled/ Two-way stop-controlled | 10 | 7.7 (17.5) |
| Total crashes:3-legged | 5 | 60.1 (11.2) |
| Total crashes: 4-legged | 12 | 23.0 (9.9) |
| Total crashes: All-way stop-controlled | 7 | 55.9 (9.1) |
| Total crashes: All-way stop-controlled/ Two-way stop-controlled | 10 | 12.8(12.2) |
Note: A negative sign indicates an increase in crashes.
Bold numbers indicate a statistically significant effect (95% confidence level).
Economic Analysis
Determine the Annual Cost of Installation
- States Provided Installation Costs and Service Life
- Latex: $140 per approach (2 year service life)
- Thermoplastic: $1,500 per approach (5 year service life)
- Convert Installation Cost to Annual Cost
- Latex: $78 per approach/year
- Thermoplastic: $366 per approach/year
Estimate Crash Costs
- FHWA Unit Crash Cost Data (Council et al., 2005)
- $58,832 for undefined collision
- Includes "hard dollar" and "non-monetary" costs
- Assume 2:1 Benefit-Cost Ratio
- Required Crash Reduction (2:1 Benefit-Cost Ratio)
- Latex: 0.005 (Two-way stop- controlled) or 0.011 (All-way stop- controlled)
- Thermoplastic: 0.025 (Two-way stop- controlled) or 0.050 (All-way stop- controlled)
Conclusions
- Total Crashes
- Significant reduction in AR, MD, and overall
- Right-angle and Rear-end Crashes
- Significant reduction in AR
- Injury Crashes
- Significant at 10 percent level overall
- Disaggregate Analysis
- Greater effect for 3-legged (highly significant)
- Greater effect for All-way stop-controlled (highly significant)
- Some variation by AADT
- General Reduction in Crashes
- Results supported by MN data
- Economically Feasible
- Low cost strategy
- Modest reduction to achieve 2:1 Benefit-Cost ratio
- Necessary reduction is easily achievable
Benefit >> Cost
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