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A Geographic Analysis of Making Connections Movers:
Preliminary ResultsNed English, Colm O’Muircheartaigh, Cathy Haggerty,
and Erika Garcia
Presented at the Urban Institute 09/07/06
2
Introduction
• Making Connections collects longitudinal data• Households move often
33% renters moved in previous year (2003 CPS)• What are the implications for Making Connections
and subsequent policy decisions? Who, how many move? Where, how far do they go? Do Making Connections residents move to similar
areas? What do movers tell us?
3
Analytical Approach
• Compare original location to destination Examine distance Analyze neighborhood characteristics of each
• Use quex data to examine categories of movers:1. Race/Ethnicity2. Housing tenure (renter or not)3. Nativity (born in US or not)
Derive information beyond questionnaire Implications for survey operations and future
research interests
4
Methodology
• Making Connections maintains addresses for both waves From list in wave 1 Located in wave 2
• Employ GIS software to: Geocode locations based on address Calculate distance between both points Append census boundaries to each location
• Merge census data and run comparisons using statistical software
5
Background- Scale of Movement
Site No-Child HHds Moved
Child HHds moved
Overall HHds
Moved
Denver 51.2% 64.6% 57.2%
Indianapolis
43.0% 68.2% 55.6%
Des Moines 45.6% 55.0% 50.4%
San Antonio
27.4% 53.5% 43.6%
42.9% 59.8% 51.7%
6
Urbanicity of Destinations
Site % Metro All Completes
% Metro All Completes Beyond
County
Denver 97.8% 89.7%
Indianapolis 99.1% 91.7%
Des Moines 93.8% 64.7%
San Antonio 100.0% 100.0%
97.7% 83.1%
7
Child Mover Complete Destinations
Site % Neigh % City % County
% Beyond
Denver 21.3% 47.2% NA 28.9%
Indianapolis 25.5% 58.5% 5.2% 12.4%
Des Moines 34.0% 43.3% 5.2% 17.5%
San Antonio
55.9% 39.8% 3.1% 1.0%
34.0% 47.5% 3.4% 15.1%
8
Poverty in Origin vs. Destination by Site
Site Median % Poverty by Tract Wave
1
Median % Poverty by
Tract Wave 2
Denver (n = 89) 47.7 % 17.6 %
Indianapolis (n = 106)
27.1 % 17.9 %
Des Moines (n = 97) 25.7 % 12.0 %
San Antonio (n = 93)
33.4 % 28.1 %
9
Poverty in origin vs. Destination by Mover Characteristics
Characteristics Median % Poverty Wave
1
Median % Poverty Wave 2
Within Neighborhood (n
=131)
30.2% 28.1%
Within City (n =183) 28.1% 13.8%
Within County (n =13)
25.6% 4.8%
Beyond (n = 58) 29.6% 8.2%
10
11
12
Movers in Denver County, CO and Surrounding Area
13
Movers in Polk County, IA and Surrounding Area
14
Movers in Marion County, IN and Surrounding Area
15
Movers in Bexar County, TX and Surrounding Area
16
All Distances- by Category
Site Median Complete (mi)
Median NIR (mi)
Median Aged-Out
(mi)
Denver 2.6 8.3 3.4
Indianapolis 3.1 9.1 3.2
Des Moines 2.4 3.3 2.7
San Antonio 2.5 7.7 12.5
2.5 7.8 3.9
17
All Distances- by Race/Ethnicity
Race/Ethnicity Median Complete
(mi)
Median NIR (mi)
Median Aged-Out
(mi)
White non-Hispanic
3.9 6.1 2.9
Asian non-Hispanic
2.8 3.7 NA
Other 2.5 12.6 2.3
Hispanic 2.3 7.8 5.4
African American non-Hispanic
2.2 8.3 6.6
2.5 7.8 3.9
18
Results- % Minority in origin vs. Destination Tract by Site
Site City Percent Minority
Median %
Minority Wave 1
Median % Minority Wave 2
Des Moines (n = 97) 20.1 % 47.0% 19.5%
Indianapolis (n = 109)
32.5 % 71.3% 35.8%
Denver (n = 89) 48.0 % 88.9% 63.5%
San Antonio (n = 93) 68.2 % 97.7% 94.1%
19
Results- % Minority in origin vs. Destination by Mover Characteristics
Characteristics Median % Minority by
Tract Wave 1
Median % Minority by
Tract Wave 2
Within Neighborhood (n =
131)
92.3% 92.3%
Within City (n = 183)
88.9% 48.7%
Within County (n = 13)
50.3% 14.2%
Beyond (n = 58) 77.0% 16.7%
20
Compare origin and Destination Race/Ethnicity
Race/Ethnicity Wave 1 Poverty
Wave 2 Poverty
Wave 1 Minority
Wave 2 Minorit
y
White non-Hispanic (n =
92)
26.0% 10.2% 39.4% 13.7%
African American non-
Hispanic (n = 95)
27.5% 20.8% 88.9% 59.5%
Hispanic (n= 163)
32.9% 25.7% 94.1% 84.1%
Asian non-Hispanic (n =
6)
17.0% 9.6% 69.2% 21.0%
Other (n = 29) 29.6% 16.0% 92.3% 71.4%
21
Compare origin and Destination by Housing Tenure
Housing Tenure
Wave 1 Poverty
Wave 2 Poverty
Wave 1 Minority
Wave 2
Minority
Own (n = 46)
26.3% 10.4% 76.9% 26.1%
Other (n = 339)
30.2% 21.2% 88.9% 60.9%
22
Compare origin and Destinationby Nativity
Country of Birth
Wave 1 Poverty
Wave 2 Poverty
Wave 1 Minority
Wave 2 Minority
US (n = 314) 29.6% 19.6% 88.9% 55.6%
Other (n = 71)
27.5% 22.0% 88.9% 61.0%
23
Wave 2 Percent Poverty by Distance Moved- Denver
Wave 2 Poverty by Distance in Denver
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t P
ove
rty
24
Wave 2 Percent Poverty by Distance Moved- Des Moines
Wave 2 Poverty by Distance in Des Moines
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t P
ove
rty
25
Wave 2 Percent Poverty by Distance Moved- Indianapolis
Poverty by Distance
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
0 2 4 6 8 10
Distance Traveled (mi)
Pe
rce
nt
Po
ve
rty
26
Wave 2 Percent Poverty by Distance Moved- San Antonio
Wave 2 Poverty by Distance in San Antonio
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t P
ove
rty
27
Poverty by distance moved
Wave 2 Poverty by Distance
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t P
ove
rty
Denver
DesMoines
Indianapolis
SanAntonio
28
Wave 2 Minority by Distance in Indianapolis
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t M
ino
rity
Wave 2 Percent Minority by Distance Moved- Indianapolis
29
Wave 2 Percent Minority by Distance Moved- Martindale-Brightwood
Wave 2 Minority by Distance in Indianapolis
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t M
ino
rity
30
Wave 2 Minority by Distance in Indianapolis
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t M
ino
rity
Wave 2 Percent Minority by Distance Moved- Southeast Indianapolis
31
Wave 2 Minority by Distance in Indianapolis
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 2 4 6 8 10
Distance Traveled (mi)
Per
cen
t M
ino
rity
Wave 2 Percent Minority by Distance Moved- Indianapolis
32
Next Steps
Additional Directions:1. Remaining sites
• Neighborhood level2. Block Group-level data3. Data beyond Census 2000
• Crime data• Schools characteristics and test scores
4. Integration with neighborhood sketches• Did people leave their drawn neighborhoods?• How do drawn neighborhoods compare to tract-level
measures?5. Analysis of other questionnaire data e.g. hardship,
economic sections6. Literature review of theory7. Thinking ahead to wave 3