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Research ArticleArticles
Open Access

The Socioeconomic Gradient of Child Development: Cross-Sectional Evidence from Children 6–42 Months in Bogota

Marta Rubio-Codina, Orazio Attanasio, Costas Meghir, Natalia Varela and Sally Grantham-McGregor
Journal of Human Resources, March 2015, 50 (2) 464-483; DOI: https://doi.org/10.3368/jhr.50.2.464
Marta Rubio-Codina
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Orazio Attanasio
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Costas Meghir
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Natalia Varela
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Sally Grantham-McGregor
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    Figure 1

    Distribution of the Household Wealth Index by estrato

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    Figure 2

    Distribution of the Household Wealth Index in Our Sample (Bayley-III) and in the ECV Sample

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    Figure 3

    Bayley-III Composite Scores over Age, Nonparametric Regression

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    Figure 4

    Gap in Child Development Between the 25 Percent Poorest and 25 Percent Richest of the Household Wealth Index Distribution by Age. Nonparametric Regressions by Developmental Domain.

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    Table 1

    Mean Sample Characteristics by Wealth Quartile

    Quartile 1Quartile 2Quartile 3Quartile 4
    IChild characteristics
    Age (months)  23.709    (10.446)  23.666    (10.924)  24.294    (10.130)  24.205    (9.983)
    Female =1    0.511    0.469    0.552    0.440
    Premature (gestational age < 37 weeks) =1    0.162    0.122    0.152    0.184
    Birth weight in grams3,040.6(484.7)3,012.8(536.3)3,034.6(506.6)3,062.3(536.6)
    Stunted (z-height-for-age < −2 SD) =1    0.229    0.204    0.145    0.127
    Firstborn =1    0.417    0.501    0.524    0.572
    IIParental characteristics
    Age mother  25.302    (6.185)  26.040    (6.122)  27.565    (7.041)  28.895    (6.673)
    Education years mother    8.319    (3.251)    9.865    (2.749)  10.517    (2.988)  12.448    (3.110)
    Mother has more than secondary education =1    0.106    0.176    0.329    0.607
    Mother works (paid or unpaid) =1    0.442    0.437    0.565    0.619
    Mother gave birth before age 18 =1    0.186    0.134    0.136    0.075
    Education years father    6.846    (3.321)    8.042    (3.445)    8.977    (3.545)    9.653    (4.676)
    Father has more than secondary education =1    0.059    0.167    0.270    0.493
    Father deceased/no longer in household =1    0.291    0.340    0.315    0.334
    IIIHousehold characteristics
    Household size    4.444    (1.792)    4.687    (1.638)    4.736    (1.545)    4.771    (1.340)
    Grandmother lives in household =1    0.147    0.272    0.285    0.370
    Crowding (people per room)a    3.053    (1.279)    1.852    (0.819)    1.388    (0.633)    1.054    (0.380)
    Quality floors (tiles, carpet, wood) a =1    0.396    0.618    0.824    0.952
    External windowsa =1    0.688    0.881    0.942    0.994
    Shared kitchena =1    0.417    0.212    0.106    0.045
    Shared bathrooma =1    0.574    0.272    0.088    0.027
    More than one bathrooma =1    0.024    0.072    0.133    0.515
    Cara =1    0.003    0.012    0.064    0.419
    Fridgea =1    0.318    0.749    0.906    0.994
    Microwavea =1    0.015    0.084    0.239    0.572
    Washing machinea =1    0.117    0.475    0.794    0.961
    Boilera =1    0.078    0.212    0.458    0.804
    Computera =1    0.042    0.122    0.573    0.907
    Smartphonea =1    0.015    0.021    0.079    0.295
    Flat TVa =1    0.054    0.131    0.206    0.575
    Home theatrea =1    0.009    0.057    0.091    0.235
    DVDa =1    0.453    0.707    0.791    0.934
    Stereoa =1    0.309    0.606    0.721    0.831
    Games consolea =1    0.039    0.104    0.094    0.259
    Interneta =1    0.030    0.131    0.382    0.795
    Garagea =1    0.000    0.036    0.133    0.485
    IVLevel home stimulation
    Books and newpapers (FCI Score)    1.574    (1.768)    2.376    (1.860)    2.897    (1.960)    3.780    (1.935)
    Play materials (FCI Score)    3.742    (2.105)    4.391    (2.221)    4.942    (2.229)    5.979    (2.269)
    Play activities (FCI Score)    3.904    (1.710)    4.107    (1.629)    4.524    (1.745)    4.991    (1.565)
    VChildcare arrangements
    Childcare center attendance =1    0.267    0.313    0.324    0.340
    Care minder =1    0.426    0.499    0.552    0.608
    • Notes: N = 1,330. Data are means. SD reported in parentheses for continuous variables.

    • ↵a. Variables used to construct wealth index.

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    Table 2

    Average Wealth Effects in Child Development and by Age Group

    CognitiveReceptive LanguageExpressive Language
    All6–18 Months19–30 Months31–42 MonthsAll6–18 Months19–30 Months31–42 MonthsAll6–18 Months19–30 Months31–42 Months
    Wealth quartile 2 =10.213**
    (0.078)
    0.146
    (0.128)
    0.272+
    (0.152)
    0.225+
    (0.117)
    0.074
    (0.063)
    0.080
    (0.127)
    −0.041
    (0.112)
    0.147
    (0.125)
    0.064
    (0.079)
    −0.030
    (0.123)
    0.091
    (0.129)
    0.156
    (0.134)
    Wealth quartile 3 =10.297**
    (0.073)
    0.128
    (0.143)
    0.182
    (0.120)
    0.585**
    (0.120)
    0.163*
    (0.068)
    0.056
    (0.144)
    0.067
    (0.117)
    0.332*
    (0.130)
    0.192**
    (0.065)
    0.099
    (0.142)
    0.084
    (0.118)
    0.424**
    (0.124)
    Wealth quartile 4 =10.534**
    (0.078)
    0.258+
    (0.136)
    0.547**
    (0.116)
    0.812**
    (0.134)
    0.416**
    (0.065)
    0.203
    (0.125)
    0.302*
    (0.124)
    0.758**
    (0.127)
    0.494**
    (0.074)
    0.429**
    (0.138)
    0.409**
    (0.121)
    0.683**
    (0.129)
    Age (months)0.000
    (0.003)
    0.005
    (0.012)
    0.007
    (0.014)
    0.005
    (0.015)
    0.001
    (0.002)
    0.009
    (0.011)
    0.005
    (0.014)
    −0.004
    (0.013)
    0.000
    (0.003)
    −0.015
    (0.012)
    −0.007
    (0.012)
    −0.002
    (0.015)
    Female =10.190**
    (0.053)
    0.235*
    (0.098)
    0.155+
    (0.086)
    0.246**
    (0.089)
    0.181**
    (0.055)
    0.104
    (0.089)
    0.304**
    (0.085)
    0.186+
    (0.095)
    0.317**
    (0.056)
    0.208*
    (0.097)
    0.380**
    (0.092)
    0.409**
    (0.099)
    p-value(F-test: Q2 = Q4)0.000.380.050.000.000.330.010.000.000.000.010.00
    p-value(F-test: Q3 = Q4)0.000.360.000.070.000.250.040.000.000.070.010.05
    p-value(F-test: testers)0.000.000.000.000.000.000.000.010.000.000.000.03
    N      1330      451      460      419      1330      451      460      419      1329      450      460      419
    R2 adjusted0.100.090.100.170.120.220.100.110.110.120.090.11
    Fine MotorGross MotorSocioemotional
    All6–18
    Months
    19–30
    Months
    31–42
    Months
    All6–18
    Months
    19–30
    Months
    31–42
    Months
    All6–18
    Months
    19–30
    Months
    31–42
    Months
    Wealth quartile 2 =10.117
    (0.079)
    0.137
    (0.131)
    0.144
    (0.136)
    0.037
    (0.146)
    −0.040
    (0.078)
    −0.181
    (0.127)
    0.039
    (0.125)
    0.028
    (0.150)
    0.116
    (0.076)
    0.167
    (0.133)
    0.127
    (0.144)
    0.071
    (0.156)
    Wealth quartile 3 =10.173*
    (0.068)
    0.142
    (0.123)
    0.046
    (0.115)
    0.324*
    (0.138)
    0.008
    (0.077)
    −0.237+
    (0.140)
    −0.014
    (0.133)
    0.299*
    (0.129)
    0.190*
    (0.076)
    0.241
    (0.146)
    0.135
    (0.121)
    0.224+
    (0.132)
    Wealth quartile 4 =10.262**
    (0.078)
    0.251*
    (0.122)
    0.132
    (0.114)
    0.402**
    (0.139)
    −0.048
    (0.079)
    −0.257+
    (0.139)
    −0.023
    (0.109)
    0.139
    (0.146)
    0.272**
    (0.075)
    0.299*
    (0.137)
    0.204+
    (0.122)
    0.382**
    (0.119)
    Age (months)−0.001
    (0.003)
    0.005
    (0.010)
    0.002
    (0.015)
    −0.005
    (0.015)
    0.002
    (0.003)
    0.013
    (0.014)
    −0.003
    (0.014)
    −0.010
    (0.016)
    0.001
    (0.002)
    −0.022+
    (0.012)
    −0.065**
    (0.013)
    −0.032*
    (0.015)
    Female =10.299**
    (0.054)
    0.332**
    (0.099)
    0.306**
    (0.082)
    0.255**
    (0.096)
    −0.024
    (0.045)
    −0.100
    (0.088)
    0.083
    (0.088)
    −0.022
    (0.091)
    0.125*
    (0.054)
    0.111
    (0.088)
    0.067
    (0.083)
    0.233*
    (0.100)
    p-value(F-test: Q2 = Q4)0.060.350.930.010.930.600.600.470.060.290.540.07
    p-value(F-test: Q3 = Q4)0.240.400.470.590.470.880.950.220.290.660.540.22
    p-value(F-test: testers)0.000.000.000.030.000.000.000.000.000.000.000.00
    N      1327      450      458      419      1325      450      458      417      1330      451      460      419
    R2 adjusted0.080.130.080.050.050.020.100.060.080.070.120.10
    • ↵Notes: +significant at the 10 percent; *significant at the 5 percent; **significant at the 1 percent. SE clustered at the neighborhood level (primary sampling unit) in parantheses. P-value (F-test: Q2=Q4) and p-value(F-test: Q3=Q4) are the p-values of the F-test of equality of the coefficients on the second and fourth wealth quartiles, and on the third and fourth wealth quartiles, respectively. P-value(F-test: testers) is the p-value of the test of joint significance of all tester dummies.

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Journal of Human Resources: 50 (2)
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The Socioeconomic Gradient of Child Development: Cross-Sectional Evidence from Children 6–42 Months in Bogota
Marta Rubio-Codina, Orazio Attanasio, Costas Meghir, Natalia Varela, Sally Grantham-McGregor
Journal of Human Resources Mar 2015, 50 (2) 464-483; DOI: 10.3368/jhr.50.2.464

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The Socioeconomic Gradient of Child Development: Cross-Sectional Evidence from Children 6–42 Months in Bogota
Marta Rubio-Codina, Orazio Attanasio, Costas Meghir, Natalia Varela, Sally Grantham-McGregor
Journal of Human Resources Mar 2015, 50 (2) 464-483; DOI: 10.3368/jhr.50.2.464
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