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. 2018 Oct 2;115(42):E9765–E9772. doi: 10.1073/pnas.1802909115

Table 2.

Effect of staying in school until age 16 on health outcomes

Body size Lung function Blood pressure
BMI Body fat percentage Waist–hip ratio FEV1 FVC PEF Diastolic Systolic
Above threshold
 BMI PGS × Edu16 −0.024* (0.013) −0.065*** (0.012) −0.031*** (0.010) −0.044** (0.020) −0.055*** (0.018) −0.012 (0.018) 0.029 (0.018) 0.018 (0.017)
 Edu16 −0.068 (0.042) −0.068* (0.037) −0.090*** (0.031) −0.116** (0.059) −0.115** (0.054) −0.054 (0.051) 0.081 (0.051) 0.107** (0.050)
 BMI PGS 0.137*** (0.012) 0.137*** (0.011) 0.059*** (0.010) 0.061*** (0.019) 0.075*** (0.017) 0.013 (0.016) 0.016 (0.016) 0.013 (0.016)
 P value for H0: no effect of education 0.004 7.11 × 10−12 4.28 × 10−8 3.81 × 10−5 2.98 × 10−7 0.164 0.002 0.002
 Dep. Var. mean among compliers 0.322 0.223 0.162 0.488 0.368 0.307 0.609 0.655
Continuous
 BMI PGS × Edu16 0.03 (0.160) 0.450** (0.222) 0.001 (0.002) 0.053** (0.025) 0.063** (0.031) 6.977* (4.119) 0.922** (0.359) 0.474 (0.587)
 Edu16 −0.201 (0.469) −0.693 (0.641) −0.009 (0.007) 0.113 (0.070) 0.139 (0.088) 11.196 (11.817) 0.964 (1.029) 2.340 (1.689)
 BMI PGS 1.675*** (0.146) 1.441*** (0.203) 0.010*** (0.002) −0.077*** (0.023) −0.108*** (0.028) −6.545* (3.802) 0.146 (0.329) 0.619 (0.540)
 P value for H0: no effect of education 0.913 0.127 0.363 3.21 × 10−4 5.06 × 10−4 0.016 4.91 × 10−4 0.057
 Observations 252,926 249,743 253,155 203,048 203,048 203,048 253,377 253,377
 Dep. Var. mean among compliers 28.470 32.340 0.881 2.870 3.773 413.700 83.530 135.400

The 2SLS estimates are shown. Above threshold is an indicator of whether the outcome is greater than its threshold. Edu16 is an indicator for staying in school until age 16 and is instrumented by an indicator for being born after September 1, 1957. The P value for H0: no effect of education is the P value from a joint test that β1 = β2 = 0. The last row shows means of the dependent variable (Dep. Var.) among prereform compliers, defined as individuals born before September 1, 1957, who dropped out before age 16. ***P < 0.01, **P < 0.05, *P < 0.1.