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