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Neighborhood Effects on Voter Turnout: What Voter Lists Can Teach Us
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Table 1. Two Level Model of Voter Turnout, Controlling for Individual Characteristics and Neighborhood Contextual Effects
Fixed Effects
Explanatory Variable
Brevard
County, FL
Broward
County, FL
Hillsborough
County, FL
Orange
County FL
Palm Beach
County, FL
Pinellas
County, FL
Neighborhood Means (γ
0
)
Intercept
-0.9463*** (0.0665)
0.3882
-1.3556*** (0.0385)
0.2578
-1.1843*** (0.0525)
0.3060
-1.0437*** (0.0591)
0.3521
-0.9594*** (0.0504)
0.3831
-0.8386*** (0.0491)
0.4323
Republican Identifiers (γ
1
)
Intercept
0.7998***
(0.2502)
2.2251
0.2634**
(0.1171)
1.3014
0.7177***
(0.1451)
2.0497
0.6837***
(0.1715)
1.9812
0.5640***
(0.1532)
1.7576
0.7049***
(0.1555)
2.0237
Percent Black
-0.0013 (0.0030)
0.9987
-0.0034*** (0.0010)
0.9966
-0.0035* (0.0019)
0.9965
-0.0012 (0.0019)
0.9988
-0.0055*** (0.0016)
0.9945
-0.0005 (0.0018)
0.9995
Percent College Educated
-0.0146*** (0.0056)
0.9855
-0.0025 (0.0029)
0.9975
-0.0022 (0.0028)
0.9978
0.0050
(0.0038)
1.0050
-0.0044 (0.0035)
0.9957
-0.0103*** (0.0040)
0.9897
Percent Migrants (last 5 years)
-0.0032 (0.0043)
0.9968
-0.0071* (0.0043)
0.9929
-0.0074** (0.0034)
0.9926
-0.0069** (0.0035)
0.9932
-0.0077* (0.0044)
0.9923
-0.0091*** (0.0034)
0.9909
Percent Hispanic
-0.0032 (0.0122)
0.9968
0.0036**
(0.0017)
1.0036
-0.0020 (0.0018)
0.9980
-0.0009 (0.0023)
0.9991
-0.0002 (0.0023)
0.9998
0.0011
(0.0059)
1.0011
Percent Democratic
-0.0003 (0.0048)
0.9997
-0.0018 (0.0018)
0.9982
-0.0039 (0.0029)
0.9961
-0.0093*** (0.0032)
0.9908
-0.0063*** (0.0022)
0.9937
-0.0065** (0.0030)
0.9935
Median Family Income
0.1746***
(0.0637)
1.1908
0.0687**
(0.0319)
1.0711
0.0011
(0.0491)
1.0011
-0.0952 (0.0590)
0.9092
0.0593
(0.0412)
1.0611
0.1249***
(0.0442)
1.1330
Democratic Identifiers (γ
2
)
Intercept
0.4755*
(0.2618)
1.6088
0.4958***
(0.0914)
1.6418
0.4552***
(0.1340)
1.5765
0.4482**
(0.1825)
1.5654
0.3204***
(0.1242)
1.3777
0.2393
(0.1530)
1.2704
Percent Black
0.0038
(0.0026)
1.0038
-0.0003 (0.0007)
0.9997
-0.0011 (0.0013)
0.9989
-0.0007 (0.0016)
0.9993
-0.0030*** (0.0011)
0.9970
0.0033***
(0.0012)
1.0033
Percent College Educated
-0.0087 (0.0058)
0.9913
-0.0011 (0.0024)
0.9989
0.0005
(0.0028)
1.0005
-0.0026 (0.0040)
0.9974
-0.0049 (0.0034)
0.9951
-0.0054 (0.0039)
0.9946
Percent Migrants (last 5 years)
-0.0062 (0.0045)
0.9938
-0.0032 (0.0037)
0.9968
-0.0124*** (0.0033)
0.9877
0.0003
(0.0039)
1.0003
0.0022
(0.0041)
1.0022
-0.0045 (0.0034)
0.9955
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| | Authors: Gimpel, James., Dyck, Joshua. and Shaw, Daron. |
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29
Table 1. Two Level Model of Voter Turnout, Controlling for Individual Characteristics and Neighborhood Contextual Effects
Fixed Effects
Explanatory Variable
Brevard
County, FL
Broward
County, FL
Hillsborough
County, FL
Orange
County FL
Palm Beach
County, FL
Pinellas
County, FL
Neighborhood Means (γ
0
)
Intercept
-0.9463*** (0.0665)
0.3882
-1.3556*** (0.0385)
0.2578
-1.1843*** (0.0525)
0.3060
-1.0437*** (0.0591)
0.3521
-0.9594*** (0.0504)
0.3831
-0.8386*** (0.0491)
0.4323
Republican Identifiers (γ
1
)
Intercept
0.7998***
(0.2502)
2.2251
0.2634**
(0.1171)
1.3014
0.7177***
(0.1451)
2.0497
0.6837***
(0.1715)
1.9812
0.5640***
(0.1532)
1.7576
0.7049***
(0.1555)
2.0237
Percent Black
-0.0013 (0.0030)
0.9987
-0.0034*** (0.0010)
0.9966
-0.0035* (0.0019)
0.9965
-0.0012 (0.0019)
0.9988
-0.0055*** (0.0016)
0.9945
-0.0005 (0.0018)
0.9995
Percent College Educated
-0.0146*** (0.0056)
0.9855
-0.0025 (0.0029)
0.9975
-0.0022 (0.0028)
0.9978
0.0050
(0.0038)
1.0050
-0.0044 (0.0035)
0.9957
-0.0103*** (0.0040)
0.9897
Percent Migrants (last 5 years)
-0.0032 (0.0043)
0.9968
-0.0071* (0.0043)
0.9929
-0.0074** (0.0034)
0.9926
-0.0069** (0.0035)
0.9932
-0.0077* (0.0044)
0.9923
-0.0091*** (0.0034)
0.9909
Percent Hispanic
-0.0032 (0.0122)
0.9968
0.0036**
(0.0017)
1.0036
-0.0020 (0.0018)
0.9980
-0.0009 (0.0023)
0.9991
-0.0002 (0.0023)
0.9998
0.0011
(0.0059)
1.0011
Percent Democratic
-0.0003 (0.0048)
0.9997
-0.0018 (0.0018)
0.9982
-0.0039 (0.0029)
0.9961
-0.0093*** (0.0032)
0.9908
-0.0063*** (0.0022)
0.9937
-0.0065** (0.0030)
0.9935
Median Family Income
0.1746***
(0.0637)
1.1908
0.0687**
(0.0319)
1.0711
0.0011
(0.0491)
1.0011
-0.0952 (0.0590)
0.9092
0.0593
(0.0412)
1.0611
0.1249***
(0.0442)
1.1330
Democratic Identifiers (γ
2
)
Intercept
0.4755*
(0.2618)
1.6088
0.4958***
(0.0914)
1.6418
0.4552***
(0.1340)
1.5765
0.4482**
(0.1825)
1.5654
0.3204***
(0.1242)
1.3777
0.2393
(0.1530)
1.2704
Percent Black
0.0038
(0.0026)
1.0038
-0.0003 (0.0007)
0.9997
-0.0011 (0.0013)
0.9989
-0.0007 (0.0016)
0.9993
-0.0030*** (0.0011)
0.9970
0.0033***
(0.0012)
1.0033
Percent College Educated
-0.0087 (0.0058)
0.9913
-0.0011 (0.0024)
0.9989
0.0005
(0.0028)
1.0005
-0.0026 (0.0040)
0.9974
-0.0049 (0.0034)
0.9951
-0.0054 (0.0039)
0.9946
Percent Migrants (last 5 years)
-0.0062 (0.0045)
0.9938
-0.0032 (0.0037)
0.9968
-0.0124*** (0.0033)
0.9877
0.0003
(0.0039)
1.0003
0.0022
(0.0041)
1.0022
-0.0045 (0.0034)
0.9955
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