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. Author manuscript; available in PMC: 2019 Aug 8.
Published in final edited form as: Rev Econ Househ. 2017 Jun 8;17(1):121–147. doi: 10.1007/s11150-017-9376-y

Table 2:

Estimates of the CDPF for reading Skills at Age Five (Kindergarten Entry)

(1) (2) (3) (4) (5) (6) (7)
VAM Cumulative VAM-plus lagged inputs VAM - 2 lags VAM - 3 lags VAM-plus with 3 lags Child fixed effect^
Contemporaneous Inputs
Sings songs – 5 yrs. 0.023 0.011 0.0020 0.029 0.029 0.012 0.025
(0.029) (0.034) (0.029) (0.031) (0.031) (0.031) (0.029)
Reads books – 5 yrs. 0.14*** 0.18*** 0.14*** 0.14*** 0.14*** 0.14*** 0.070***
(0.029) (0.035) (0.030) (0.032) (0.032) (0.032) (0.023)
10 or more books in home – 5 yrs. 0.030 0.061 −0.011 0.039 0.038 0.0012 0.27***
(0.050) (0.069) (0.051) (0.049) (0.049) (0.054) (0.039)
Lagged Inputs
Sings songs – 4 yrs. 0.066** 0.038 0.035
(0.033) (0.024) (0.027)
Sings songs - 2 yrs. 0.10** 0.039 0.022
(0.051) (0.044) (0.049)
Sings songs - 9 mo. 0.055 0.032 0.012
(0.050) (0.041) (0.041)
Reads books – 4 yrs. 0.080** 0.0082 0.013
(0.040) (0.034) (0.032)
Reads books - 2 yrs. 0.061 −0.00045 −0.016
(0.044) (0.037) (0.038)
Reads books - 9 mo. 0.090** −0.016 −0.015
(0.037) (0.032) (0.032)
10 or more books in home – 4 yrs. 0.19*** 0.095* 0.089
(0.069) (0.056) (0.062)
10 or more books in home - 2 yrs. 0.046 −0.028 −0.027
(0.046) (0.039) (0.041)
Reading scale score (std.) – 4 yrs. 0.57*** 0.56*** 0.55*** 0.55*** 0.55***
(0.022) (0.023) (0.022) (0.023) (0.024)
Reading scale score (std.) - 2 yrs. 0.073*** 0.070*** 0.071***
(0.017) (0.017) (0.017)
Reading scale score (std.) - 9 mo. 0.017 0.019
(0.027) (0.027)
Child and Family Characteristics
Male −0.039 −0.11*** −0.034 −0.026 −0.026 −0.020
(0.025) (0.030) (0.026) (0.025) (0.025) (0.026)
Black 0.012 0.0045 0.023 0.038 0.038 0.048
(0.039) (0.040) (0.040) (0.043) (0.043) (0.044)
Hispanic 0.056 −0.10** 0.065 0.089** 0.090** 0.096**
(0.040) (0.045) (0.039) (0.045) (0.044) (0.043)
Asian 0.27*** 0.51*** 0.28*** 0.30*** 0.30*** 0.30***
(0.052) (0.057) (0.052) (0.060) (0.060) (0.060)
Other race −0.051 −0.068 −0.036 −0.040 −0.034 −0.019
(0.071) (0.079) (0.069) (0.079) (0.079) (0.077)
Low birthweight −0.048* −0.14*** −0.052* −0.014 −0.0057 −0.0080
(0.028) (0.034) (0.028) (0.030) (0.030) (0.031)
College 0.12*** 0.39*** 0.11*** 0.11*** 0.11*** 0.10***
(0.029) (0.032) (0.030) (0.031) (0.031) (0.032)

Observations 6300 6600 6250 5850 5850 5800 158591

Standard errors in parentheses.

*

p<.10

**

p<.05

***

p<.01.

Observations are rounded to the nearest 50 in compliance with the ECLS-B security requirements. Coefficients represent a standard deviation change in observer-rated child reading ability between 5 and 6 years of age derived from the ECLS-B reading assessment (during the fall of their kindergarten year; see text and Appendix E for more detail). VAM (1) is the Value-added model, which includes contemporaneous inputs and the first period lag of the dependent variable (child reading score) from the age-4 wave. The Cumulative model in (2) includes all lagged and contemporaneous input measures, but not lagged reading scores. The VAM-plus (3) includes everything in (1) and adds the lagged inputs. The model in (4) VAM-2 lags adds to (1) the second period lagged reading score (at age 2), and the VAM-3 lags (5) adds both the second and third period lagged reading scores (ages 2 and 9 months). Model (6) adds to (5) the contemporaneous inputs and the history of lagged inputs. (7) is a within-child difference estimator that includes only time-varying inputs. Models estimated using a complete-case sample shown in Appendix F.

^

Coefficients on inputs displayed for the age-5 wave, but are within-child estimates. Observation count represents unique cases.

1

Unique case count for the child fixed effect model is 6850.