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. Author manuscript; available in PMC: 2019 Mar 11.
Published in final edited form as: Am Econ J Appl Econ. 2018 Jan;10(1):307–341. doi: 10.1257/app.20160404

Table 3A.

OLS and Neighborhood FE Estimates: Preschool Lead and Third Grade Reading Scores

(1) (2) (3) (4) (5)
Geometric mean of lead −0.456
[0.0256]
−0.326
[0.0241]
−0.335
[0.0228]
−0.306
[0.0225]
−0.326
[0.0230]
Avg. third grade reading score in school × grade 0.421
[0.0140]
Tract 1997 reading score × year −0.0252
[0.00501]
African American 1.029
[0.959]
1.580
[0.939]
1.618
[0.933]
1.819
[0.898]
1.748
[0.942]
White 3.910
[0.997]
3.210
[0.957]
3.263
[0.950]
2.810
[0.910]
3.420
[0.958]
Hispanic −0.178
[0.984]
0.777
[0.943]
0.795
[0.927]
1.155
[0.896]
0.966
[0.935]
Asian 4.276
[1.049]
4.915
[1.010]
4.980
[1.009]
4.868
[0.979]
5.140
[1.017]
Always free/reduced lunch −8.224
[0.197]
−4.806
[0.177]
−4.687
[0.179]
−3.834
[0.179]
−4.705
[0.180]
Sometimes free/reduced lunch −6.163
[0.188]
−3.759
[0.151]
−3.664
[0.149]
−3.206
[0.141]
−3.653
[0.149]
Male −3.162
[0.0820]
−3.333
[0.0814]
−3.320
[0.0813]
−3.287
[0.0804]
−3.323
[0.0813]
Birth weight in kg 1.195
[0.0846]
1.179
[0.0842]
1.164
[0.0842]
1.176
[0.0842]
Mother < high school −3.590
[0.186]
−3.546
[0.188]
−3.204
[0.183]
−3.550
[0.188]
Mother high school graduate −1.475
[0.153]
−1.444
[0.152]
−1.344
[0.149]
−1.450
[0.152]
Mother college + 1.750
[0.155]
1.664
[0.156]
1.578
[0.155]
1.676
[0.156]
Married at birth 0.521
[0.129]
0.531
[0.127]
0.472
[0.129]
0.531
[0.127]
Birth order −0.670
[0.0491]
−0.671
[0.0496]
−0.641
[0.0495]
−0.671
[0.0497]
Birth weight missing—imputed 0.721
[0.310]
0.703
[0.305]
0.617
[0.299]
0.739
[0.307]
Maternal education—imputed −1.588
[0.328]
−1.624
[0.327]
−1.390
[0.316]
−1.631
[0.329]
Families with income in 2010 below poverty −0.947
[1.071]
2.755
[5.220]
3.482
[4.533]
4.896
[5.768]
Median family income (in $1,000 (2010)) 5.41e–05
[5.18e–06]
−5.32e–05
[3.84e–05]
−2.97e–05
[3.25e–05]
1.29e–05
[3.95e–05]
Share of housing built post-1978 −2.900
[0.695]
4.783
[4.028]
2.212
[3.450]
11.14
[4.342]
Observations 70,678 70,678 70,678 70,635 70,658
R2 0.187 0.215 0.223 0.237 0.224
Fixed effect none none census tract census tract census tract
Number of fixed effects 233 233 230

Notes: Standard errors clustered on tract are shown in brackets. Estimates from a regression of a child’s third grade reading test score on the child’s average preschool blood lead level. All regressions also include year and month of birth fixed effects.