Table 2.
First–stage Equation Parental English |
Reduced–form Equation Child English |
Second–stage Equation Child English |
|||
---|---|---|---|---|---|
OLS (1) |
OLS (2) |
2SLS (3) |
2SLS (4) |
OLS (5) |
|
Parental English | 0.1692 *** | 0.1611 *** | 0.1849 *** | ||
(0.0211) | (0.0198) | (0.0092) | |||
(Parent arrived young (age 0–9)×(Parent is from non–English–speaking country of birth) | 0.5808 *** | 0.0983 *** | |||
(0.1409) | (0.0326) | ||||
Parent is Hispanic | −0.0504 ** | −0.0602 *** | −0.0516 *** | −0.0522 *** | −0.0506 *** |
(0.0250) | (0.0166) | (0.0166) | (0.0165) | (0.0159) | |
Parent race dummies (relative to White) | |||||
Black | 0.0494 *** | 0.0228 *** | 0.0144 ** | 0.0149 ** | 0.0133 * |
(0.0118) | (0.0077) | (0.0073) | (0.0072) | (0.0071) | |
Asian and Pacific Islander | 0.0361 | −0.0418 | −0.0479 ** | −0.0476 ** | −0.0485 ** |
(0.0504) | (0.0258) | (0.0194) | (0.0195) | (0.0187) | |
Multiracial | 0.0197 | 0.0284 *** | 0.0251 *** | 0.0252 *** | 0.0247 *** |
(0.0136) | (0.0072) | (0.0065) | (0.0065) | (0.0066) | |
Other | −0.0045 | 0.0122 | 0.0129 * | 0.0129 * | 0.0130 * |
(0.0095) | (0.0083) | (0.0070) | (0.0071) | (0.0069) | |
Parental age and sex dummies | Yes | Yes | Yes | Yes | Yes |
Child age and sex dummies | Yes | Yes | Yes | Yes | Yes |
Parental age–at–arrival dummies | Yes | Yes | Yes | Yes | Yes |
Parental country–of–birth dummies | Yes | Yes | Yes | Yes | Yes |
Adjusted R–squared | 0.387 | 0.158 | 0.204 | ||
F–statistic for test that instruments are jointly significant [p–value] | 17.0 | 66.9 | |||
[<0.0001] | [<0.0001] | ||||
Hansen J statistic for test of overidentification of all instruments [p–value] | 9.4 | ||||
[0.8982] |
Notes: The sample is as described in Table 1 notes (total number of observations is 164,559). In Column 3, the identifying instrument is (parent arrived young) × (parent is from a non–English–speaking country). In Column 4, the identifying instruments are interactions between dummies for parental age at arrival and dummy for parent being born in a non–English–speaking country (omitted category is the interaction involving parent arriving at age 0). Each column is from a separate regression that is weighted by child–level IPUMS weights. The country–of–birth dummies are based on IPUMS detailed birthplace codes. Robust standard errors from clustering by parental country of birth are shown in parentheses. Asterisks denote significance levels
=.10,
=.05,
=.01).