Evaluations of Low Cost Safety Improvements Pooled Fund Study
PPT version for Printing
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
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