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Table 4 Predicted DTMVs adoption rates

From: Heterogeneous seed access and information exposure: implications for the adoption of drought-tolerant maize varieties in Uganda

  Parameter with awareness unconstrained Parameter with awareness–access–unconstrained Parameter with awareness–access–affordability–unconstrained
  Est S.E Z Est S.E Z Est S.E Z
ATE-corrected population estimates
 Predicted adoption rate in full population (ATE) 0.219* 0.018 12.42 0.295* 0.025 11.69 0.466* 0.038 12.22
 Predicted adoption rate in treated subpopulation (ATT) 0.241* 0.017 13.82 0.342* 0.023 14.8 0.542* 0.031 17.63
 Predicted adoption rate in untreated subpopulation (ATU) 0.190* 0.022 8.69 0.263* 0.030 8.77 0.440* 0.043 10.21
 Joint treatment and adoption rate (JTA) 0.138* 0.010 13.80 0.138* 0.009 14.8 0.137* 0.008 17.63
 Population adoption gap (GAP) − 0.081* 0.009 − 8.69 − 0.16* 0.018 − 8.7 − 0.329* 0.032 − 10.21
 Population selection bias(PSB) 0.022* 0.007 3.11 0.047* 0.013 3.59 0.077* 0.023 3.41
Observed sample estimates
 Rate of treated (Ne/N) 0.574* 0.017 33.86 0.404* 0.017 24.12 0.253* 0.015 17.07
 Adoption rate (Na/N) 0.138* 0.012 11.70 0.138* 0.012 11.69 0.139* 0.012 11.8
 Adoption rate among the treated subsample 0.241* 0.021 11.70 0.340* 0.029 11.69 0.550* 0.047 11.8
  1. *Statistical significance at 5% level