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. 2020 Feb 23;5(2):e001729. doi: 10.1136/bmjgh-2019-001729

Table 3.

Robustness check

Exposure Outcome Effect estimate (SE)
Model 1: 2SLS, slope change in year of birth Years of schooling Malaria positive −6.3** (2.6)
Model 2: 2SLS, quadratic in year of birth Years of schooling Malaria positive −6.3** (2.9)
Model 3: 2SLS, quadratic in maternal age Years of schooling Malaria positive −6.4* (3.9)
Model 4: 2SLS, control birth order Years of schooling Malaria positive −9.3* (5.4)
Model 5: 2SLS, narrow window Years of schooling Malaria positive −8.2* (4.8)
Model 6: 2SLS, exclude 1982 cohort Years of schooling Malaria positive −7.4*** (3.4)
Model 7: 2SLS, Malawi Years of schooling Malaria positive −7.1*** (2.6)
Model 8: ITT, education=0 Reform exposure Malaria positive −0.7 (5.0)

Coefficient and SEs are multiplied by 100 and reported on a percentage point scale. Models 1–6 were estimated by IV-2SLS method, in which binary indicator for being born 1982 or later was used as an excluded IV for maternal years of schooling. Model 7 was estimated by IV-2SLS method, in which binary indicator for being born 1979 or later was used as an excluded IV for maternal years of schooling. Model 8 is estimated by ordinary least square method. The entire model controls for a full set of children’s age-in-months indicators, linear term of maternal year of birth, indicator for survey year, indicator for survey month, indicator for child sex, indicator for ethnic groups and maternal age. No weights were used.

*P<0.05, **p<0.01, ***p<0.001.

ITT, intention-to-treat; IV, instrumental variable; 2SLS, two-stage least square.