Date post: | 23-Jan-2017 |
Category: |
Environment |
Upload: | institute-for-transport-studies-its |
View: | 550 times |
Download: | 0 times |
Impacts of the Safe Routes to School Program on Walking and Bicycling
Noreen McDonald
University of North Carolina at Chapel Hill1
Why do we need to understand children’s travel?
7
Predicting Adult Travel
Infrastructure Investments
Physical Activity Opportunities
Shift to Automobility
9
0
10
20
30
40
50
60
1965 1970 1975 1980 1985 1990 1995 2000 2005 2010
Auto
Walk/Bike
School Bus
Transit
US Mode to School, 5-18 year olds
Source: McDonald, et al. 2011. AJPM 41(2): 146-151.
SRTS Goals
• “enable and encourage children to walk and bicycle to school”
• “make bicycling and walking to school a safer and more appealing transportation alternatives”
10
SRTS by the Numbers
11
Funding
$1.2 Billion
Schools
Source: McDonald, et al. 2013. AJPM 45(4): 401-406.
1 in 5
Research Question
• Do SRTS programs affect the proportion of children walking and bicycling to school?
12
Research Design
13
Randomized Controlled Trial
Quasi-experimental
• 4 states• 801 schools• 2007-2012
Approach
Proportion Walking and Bicycling to School
SRTS Interventions
School Characteristics
Neighborhood Characteristics
Time Period
14
tiititit DZXSRTSfy ,,,
Data
17
Walking and Biking to School
SRTS Interventions
• 4Es• Engineering• Education,
Encouragement• Enforcement
Data: Measuring SRTS
18
% Walk Bike
SRTS
Step Function%
Walk Bike
SRTS
Linear Function
Time Time
% Walk Bike
SRTS
Combined
Time
Presence (1/0)
Number of Years +
Presence
Number of Years
Data
19
Walking and Biking to School
SRTS Interventions
School and Neighborhood
• US Dept of Education• Census• WalkScore
Methods: Functional Form
20
Fractional Logit
+
-
• Predictions inside (0,1)• 0 & 1• Marginal effects
• Unbalanced panel
)exp(1
)exp(
X
XY
Source: Papke and Wooldridge, 2008; Papke and Wooldridge, 1996
Walking and Biking to School
0%
10%
20%
30%
BeforeSRTS
0.1-1.0years
1.1-2.0years
2.1-3.0years
3.1-4.0years
4.1-5.0years
>5.0years
After SRTS 22Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
23
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
24
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Education and Encouragement• 0.9 point increase
per year• Over 5 years, a
relative increase of 25%
Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
25
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
26
Enforcement
• No statistically significant effect
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
27
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Source: McDonald, et al. 2015. JAPA 80(2).
Results: SRTS Program Impacts
28
0.8
0.9
1.2
1.2
3.2
-1
-2 0 2 4
Presence
# of YearsEducation &
Encouragement
Enforcement
Engineering
Presence
# of Years
Presence
# of Years
Proportion Walk/Bike
Engineering
• 3.2 point one-time increase
• Relative increase of 20%
Source: McDonald, et al. 2015. JAPA 80(2).
Policy Implications
• SRTS program associated with more walking and bicycling
• Mainstream SRTS programs
29
Source: The Atlantic
31
Declining licensure & mobilityImpacts and explanations
Millennial Travel
Image Source: New York Times
Image Source: The Atlantic
The Millennial Economy: Links between Transport and Work for a New Generation
Image Source: https://www.sccsc.edu/client/NewsDetail.aspx?id=9381
Changing Nature of Workforce Transition & Role of Transport as Barrier/Facilitator
32
Tradeoffs between Environmental Benefits and Social Exclusion: Are There Risks to the Downturn in Driving?
33
Which groups have seen largest declines?Are needs being met?
http://media.salon.com/2013/08/boomerang_babies_money_jobs.jpg
Children’s Travel
34Image Source: http://www.perey.com/images/social_networking.jpg
Walking and Biking
Health
Physical Activity+ +
Pollution Intake
? -
Air Quality &Physical Activity