Table 2.
Production activities | PLDL participating households | Nonparticipating households | Simple difference | Difference-in-difference (ZDID) | Difference-in-difference with matching (ZDIDM) |
Production activities in 2006 (before PLDL) | A | B | A − B | ||
P application, kg/mu | 1.98 | 1.96 | 0.03 | ||
N application, kg/mu | 17.6 | 12.2 | 5.4 | ||
Estimated P export, kg/mu | 0.022 | 0.003 | 0.019 | ||
Estimated N export, kg/mu | 0.72 | 0.38 | 0.34 | ||
Agricultural intensification, person-days/mu | 15.56 | 11.22 | 4.34 | ||
Production activities in 2010 (after PLDL) | C | D | C − D | (C − D) − (A − B) | |
P application, kg/mu | 2.66 | 2.11 | 0.55 | 0.52 (2.28)** | 0.51 (2.16)** |
N application, kg/mu | 20.0 | 12.5 | 7.5 | 2.07 (1.76)* | 1.38 (1.12) |
Estimated P export, kg/mu | 0.005 | 0.004 | 0.001 | −0.018 (−12.14)*** | −0.15 (−10.37)*** |
Estimated N export, kg/mu | 0.62 | 0.39 | 0.23 | −0.12 (−2.82)*** | −0.13 (−3.12)*** |
Agricultural intensification, person-days/mu | 9.15 | 12.17 | −3.02 | −7.36 (−6.53)*** | −7.40 (−6.66)*** |
For DID results, t stats are shown in parentheses. *, **, and *** denote the differences are significant at P < 0.1, P < 0.05, and P < 0.01, respectively.