Skip to main content

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

 Gender

0.754 (0.648–0.877)

 Grade

1.067 (1.022–1.115)

 Record

0.674 (0.619–0.733)

 Residence

1.054 (0.955–1.164)a

 Communication

0.656 (0.589–0.731)

5%

 Gender

0.727 (0.625–0.845)

0.739 (0.634–0.861)

 Grade

1.060 (1.015–1.106)

1.067 (1.021–1.115)

 Record

0.680 (0.626–0.740)

0.674 (0.617–0.736)

 Residence

1.030 (0.931–1.140) a

1.045 (0.943–1.157) a

 Communication

0.686 (0.617–0.762)

0.665 (0.594–0.745)

10%

 Gender

0.718 (0.618–0.834)

0.712 (0.611–0.830)

 Grade

1.062 (1.018–1.109)

1.059 (1.014–1.107)

 Record

0.700 (0.645–0.760)

0.684 (0.627–0.746)

 Residence

1.048 (0.950–1.157)a

1.052 (0.940–1.177)a

 Communication

0.670 (0.603–0.745)

0.675 (0.604–0.754)

 15%

 Gender

0.743 (0.639–0.864)

0.746 (0.639–0.871)

 Grade

1.067 (1.022–1.114)

1.059 (1.010–1.110)

 Record

0.691 (0.636–0.751)

0.696 (0.639–0.759)

 Residence

1.082 (0.982–1.191)a

1.038 (0.929–1.159)a

 Communication

0.708 (0.638–0.786)

0.683 (0.599–0.779)

20%

 Gender

0.748 (0.642–0.870)

0.726 (0.619–0.853)

 Grade

1.074 (1.029–1.122)

1.053 (1.006–1.102)

 Record

0.698 (0.642–0.759)

0.710 (0.645–0.781)

 Residence

1.075 (0.975–1.185)a

1.057 (0.914–1.221)a

 Communication

0.710 (0.639–0.789)

0.692 (0.618–0.774)

  1. HD Hot-deck imputation, MI multiple imputation
  2. aOR was not statistically significant