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Table 3 Influence on self-esteem in complete and impute data by multiple logistic regression models

From: The ability of different imputation methods for missing values in mental measurement questionnaires

Missingness
proportion
Original
OR (95% CI)
HD
OR (95% CI)
MI
OR (95% CI)
Complete data
 Gender0.754 (0.648–0.877)
 Grade1.067 (1.022–1.115)
 Record0.674 (0.619–0.733)
 Residence1.054 (0.955–1.164)a
 Communication0.656 (0.589–0.731)
5%
 Gender0.727 (0.625–0.845)0.739 (0.634–0.861)
 Grade1.060 (1.015–1.106)1.067 (1.021–1.115)
 Record0.680 (0.626–0.740)0.674 (0.617–0.736)
 Residence1.030 (0.931–1.140) a1.045 (0.943–1.157) a
 Communication0.686 (0.617–0.762)0.665 (0.594–0.745)
10%
 Gender0.718 (0.618–0.834)0.712 (0.611–0.830)
 Grade1.062 (1.018–1.109)1.059 (1.014–1.107)
 Record0.700 (0.645–0.760)0.684 (0.627–0.746)
 Residence1.048 (0.950–1.157)a1.052 (0.940–1.177)a
 Communication0.670 (0.603–0.745)0.675 (0.604–0.754)
 15%
 Gender0.743 (0.639–0.864)0.746 (0.639–0.871)
 Grade1.067 (1.022–1.114)1.059 (1.010–1.110)
 Record0.691 (0.636–0.751)0.696 (0.639–0.759)
 Residence1.082 (0.982–1.191)a1.038 (0.929–1.159)a
 Communication0.708 (0.638–0.786)0.683 (0.599–0.779)
20%
 Gender0.748 (0.642–0.870)0.726 (0.619–0.853)
 Grade1.074 (1.029–1.122)1.053 (1.006–1.102)
 Record0.698 (0.642–0.759)0.710 (0.645–0.781)
 Residence1.075 (0.975–1.185)a1.057 (0.914–1.221)a
 Communication0.710 (0.639–0.789)0.692 (0.618–0.774)
  1. HD Hot-deck imputation, MI multiple imputation
  2. aOR was not statistically significant