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. 2014 Dec 15;3:740. doi: 10.1186/2193-1801-3-740

Table 2.

Mixed effect regression analysis of effect sizes

Model 1 (N = 182) Model 2 (N = 182) Model 3 (N = 149) Model 4 (N = 149)
Estimate P value Estimate P value Estimate P value Estimate P value
Number of arms 0.070 0.102 0.055 0.208 0.073 0.282 0.077 0.241
Sample size -0.001 0.007*** -0.001 0.008*** -0.001 0.002*** -0.001 0.000***
Length of trial 0.004 0.495 0.002 0.697 0.003 0.593 0.000 0.957
Flexible dosing schedule -0.072 0.190 -0.070 0.205 -0.098 0.062* -0.112 0.030**
Approval year 0.007 0.028** 0.004 0.307 0.005 0.166 0.000 0.979
Mean number of subjects per site 0.009 0.147 0.007 0.219 0.011 0.065* 0.008 0.171
Type of endpoint (Objective endpointa) Subjective endpoint (assessment score) -0.138 0.022** -0.119 0.048** -0.090 0.136 -0.067 0.263
Subjective endpoint (Clinical Global Improvement) -0.115 0.033** -0.094 0.081* -0.076 0.190 -0.049 0.395
Statistical purpose
(Othersa)
Superiority 0.245 0.002*** 0.215 0.009*** 0.287 0.000*** 0.229 0.005***
Noninferiority and equivalence -0.005 0.933 -0.028 0.700 0.012 0.853 -0.055 0.447
Dose response 0.133 0.269 0.124 0.304 - - - -
Primary endpoint 0.095 0.018** 0.086 0.032** 0.061 0.152 0.050 0.234
Comparator with the same mode of action of the test drug -0.127 0.018** -0.143 0.006*** -0.083 0.124 -0.129 0.020**
Phase2 -0.067 0.384 -0.059 0.447 - - - -
Mean age of subjects 0.006 0.142 0.008 0.075* 0.013 0.004*** 0.015 0.001***
Proportion of female subjects -0.417 0.053* -0.453 0.037** -0.752 0.002*** -0.682 0.004***
Precedent foreign clinical trial data - - 0.073 0.329 - - 0.167 0.029**
Companies‘ domestic development experience with similar drugs - - 0.079 0.078* - - 0.086 0.051*
Constant -0.148 0.565 -0.098 0.706 -0.200 0.510 -0.168 0.572

aReference category, *p < 0.1, **p < 0.05, ***p < 0.01.