DID |
|||||
---|---|---|---|---|---|
SCD | DCT | Provincial EDR | Provincial CSSI | Prefecture CSSI | |
Male (ref: female) | −0.021 | −0.021 | −0.020 | −0.021 | −0.021 |
Birth quarter (ref: quarter 1) | |||||
Quarter 2 | 0.065 | 0.064 | 0.067 | 0.066 | 0.064 |
Quarter 3 | 0.120 | 0.120 | 0.125 | 0.122 | 0.121 |
Quarter 4 | 0.117† | 0.117† | 0.121* | 0.120* | 0.117† |
Birth year | 0.084 | ||||
Birth year2 | −0.027 | ||||
Birth year3 | 0.002 | ||||
Cohort (ref: post-famine) | |||||
Pre-famine | 0.279*** | −0.047 | 0.374*** | 0.437† | 0.391† |
Famine | 0.163* | −0.038 | 0.316** | 0.477 | 0.340 |
Provincial EDR | 0.033* | ||||
Provincial EDR × Pre-famine | −0.012 | ||||
Provincial EDR × Famine | −0.021* | ||||
Provincial CSSI | −0.081* | ||||
Provincial CSSI × Pre-famine | −0.004 | ||||
Provincial CSSI × Famine | −0.008 | ||||
Prefecture CSSI | 0.003 | ||||
Prefecture CSSI × Pre-famine | −0.003 | ||||
Prefecture CSSI × Pre-famine | −0.004 |
Famine cohort
probit |
Famine cohort
2SLS |
||||
---|---|---|---|---|---|
Provincial EDR | Provincial CSSI | Prefecture CSSI | First stage | Second stage | |
Male (ref: female) | 0.026 | 0.020 | 0.021 | −0.353 | 0.006 |
Birth quarter (ref: quarter 1) | |||||
Quarter 2 | 0.099 | 0.106 | 0.107 | 1.166 | 0.032 |
Quarter 3 | 0.139 | 0.138 | 0.132 | 1.167 | 0.039 |
Quarter 4 | 0.084 | 0.092 | 0.078 | 0.131 | 0.023 |
Provincial EDR | −0.022** | ||||
Provincial CSSI | −0.013** | ||||
Prefecture CSSI | −0.009† | −0.004 | |||
N of exaggerations | −0.112* | ||||
N of counties exaggerating | |||||
grain yields | 1.646*** |
Note: SCD = simple cohort difference; DCT = deviation from cohort trend; DID = difference-in-differences; 2SLS = two-stage least squares; EDR = excess death rate; CSSI = cohort size shrinkage index. All the models control for gender and birth quarters. The SCD, DCT, and DID models additionally control for provincial fixed effects.
p < 0.1;
p < 0.05;
p < 0.01;
p < 0.001 based on prefecture-level cluster standard errors.