TABLE 12: ODDS RATIOS FROM FIXED EFFECT LOGISTIC REGRESSION MODELS PREDICTING DOCTORAL STUDENT PREPARATION
FOR SUCCESS IN FACULTY POSITIONS
MODEL 2
MODEL 3
MODEL 4
MY PROGRAM
HAS VERY MUCH
I AM VERY ATTRACTED TO BEING A PROFESSOR DOCTORAL STUDENTS ONLY
MY PROGRAM
AT A RESEARCH
HAS VERY MUCH
PREPARED ME TO
INTENSIVE
PREPARED ME TO
CONDUCT RESEARCH
UNIVERSITY
TEACH COURSES
IN MY FIELD
ODDS RATIO
ODDS RATIO
ODDS RATIO
FEMALE 0.508 *** 0.977 0.862 BLACK 0.537 1.452 0.596 ASIAN 0.917 1.031 0.427 * HISPANIC 0.734 0.582 0.397 ** WHITE (REF GROUP) --- --- --- AGE 1.018 1.019 0.984 INTERNATIONAL STUDENT 2.138 *** 1.137 0.854 CUMULATIVE GPA 1.672 0.685 0.435 + NUMBER OF APPLICATIONS SUBMITTED TO UT’S GRADUATE SCHOOLS
0.849
+
1.049
0.922
GLBT 1.184 0.898 0.66 MARRIED 1.088 1.065 1.421 + HAS CHILDREN 1.420 1.040 2.013 * PARENTS HAVE BACHELORS DEGREE OR HIGHER
0.901
0.937
0.945
GRE SCORE 1 0.999 * 1.001 PREVIOUS EDUCATION IS RELATED TO GRADUATE DEGREE PROGRAM
1.322
1.54
1.695
PREVIOUS WORK EXPERIENCE RELATED TO GRAD. DEGREE PROGRAM
0.801
1.362
1
CAME TO UT PLANNING TO WORK WITH ADVISER
1.376
0.658
1.409
+
*
+
*
HIGH STRESS LEVELS 1.608 * 0.855 1.372 FUNDED BY ADVISER 1.021 0.826 1.422 UNFUNDED 0.737 0.563 * 0.804 DEPARTMENT CLIMATE 1.22 1.52 * 1.895 *** FACULTY CARE 2.804 *** 3.619 *** 2.903 *** YEARS IN GRADUATE SCHOOL 1.015 1.22 *** 1.12 * STRATEGIC ADVISER SCALE 0.848 1.186 1.045 HELPFUL ADVISER SCALE 1.611 * 0.834 1.469 *
-2 LOG LIKELIHOOD
1001.365
945.621
920.005
N 879 870 868
REPORT OF THE UNIVERSITY OF TEXAS AT AUSTIN GRADUATE SCHOOL CLIMATE STUDY
110