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. 2021 Mar 17;49(9):2389–2402. doi: 10.1080/02664763.2021.1895087

Table 2.

Performance measures of regression coefficients after MI of covariates and PACQ score subcomponents in the treatment domain: MAR mechanism.

  Proportion missing
    3% 10% 40%
Effect True esta Bias Model-based SE Emp SEb MSEc Bias Model-based SE Emp SE MSE Bias Model-based SE Emp SE MSE
PAQC score intercept 1 −7.825 0.018 0.015 0.017 0.005 0.021 0.023 0.024 0.001 0.022 0.036 0.036 0.002
PAQC score intercept 2 −2.253 −0.616 0.030 0.030 0.380 −0.707 0.449 0.450 0.701 −0.739 0.153 0.154 0.569
PAQC score intercept 3 −1.189 −0.327 0.080 0.080 0.113 −0.375 0.319 0.321 0.242 −0.392 0.414 0.414 0.325
PAQC score intercept 4 0.083 −0.241 0.582 0.583 0.400 −0.277 0.186 0.188 0.111 −0.289 0.142 0.143 0.104
PAQC score intercept 5 1.371 −0.264 0.237 0.237 0.126 −0.303 0.373 0.374 0.231 −0.317 0.249 0.249 0.162
PAQC score intercept 6 2.246 −0.041 0.131 0.135 0.020 −0.047 0.203 0.203 0.043 −0.049 0.229 0.228 0.055
Age-group:12-59 0.154 0.038 0.083 0.088 0.008 0.044 0.147 0.148 0.023 0.046 0.170 0.172 0.032
Child sex: males −0.046 −0.027 0.216 0.216 0.047 −0.031 0.259 0.260 0.068 −0.032 0.276 0.277 0.078
Comorbidities: 0 0.474 −0.130 0.228 0.230 0.069 −0.149 0.014 0.015 0.022 −0.156 0.070 0.071 0.029
Comorbidities: 1 0.309 −0.134 0.330 0.333 0.129 −0.154 0.557 0.558 0.334 −0.161 0.644 0.645 0.442
Comorbidities: 2 0.335 −0.111 0.384 0.386 0.163 −0.127 0.570 0.570 0.341 −0.133 0.643 0.644 0.431
Clinicians’ sex: female 0.337 −0.030 0.020 0.020 0.002 −0.050 0.027 0.019 0.002 −0.080 0.016 0.018 0.003
Clinicians’ cadre: MOd 0.038 0.062 0.155 0.156 0.028 0.071 0.054 0.055 0.008 0.074 0.014 0.016 0.006
Hospital workload: low −0.367 −0.063 0.147 0.150 0.025 −0.072 0.250 0.252 0.068 −0.075 0.290 0.292 0.090
Malaria prevalence: low −0.189 0.159 0.306 0.302 0.119 0.183 0.170 0.171 0.063 0.191 0.275 0.276 0.112
Enhanced A&Fe −0.002 −0.065 0.192 0.193 0.041 −0.053 0.189 0.190 0.038 −0.060 0.180 0.182 0.036
Time (months) −1.754 0.015 0.720 0.721 0.518 0.017 0.696 0.698 0.484 0.018 0.686 0.687 0.470
Time× Enhanced A&F 0.226 −0.028 0.160 0.163 0.026 −0.032 0.106 0.108 0.012 −0.034 0.126 0.126 0.017
a

True estimate.

b

Empirical standard error.

c

Mean square error.

d

Medical Officer.

e

Audit and feedback.