TABLE 38: ODDS RATIOS FROM FIXED EFFECT LOGISTIC REGRESSION MODELS PREDICTING
WHETHER A STUDENT REPORTS HIGH STRESS LEVELS
ALL STUDENTS
DEMOGRAPHIC FACTORS
ODDS RATIO
FEMALE 1.237 * BLACK 1.123 ASIAN 1.653 * HISPANIC 1.046 NATIVE AMERICAN 1.497 WHITE (REF) --- AGE 1.010 INTERNATIONAL STUDENT 1.550 *** GLBT 1.324 MARRIED 1.067 HAS CHILDREN 2.056 *** PARENTS HAVE BACHELORS DEGREE OR HIGHER
1.112
YEARS IN GRADUATE SCHOOL
1.014
FACTORS RELATED TO ADMISSIONS NUMBER OF APPLICATIONS SUBMITTED TO UT’S GRAD. SCHOOLS
1.054
GRE SCORE 0.999 *** PREVIOUS EDUCATION IS RELATED TO GRAD. DEGREE PROGRAM
0.814
PREVIOUS WORK EXPERIENCE RELATED TO GRAD. DEGREE PROG.
0.952
CAME TO UT PLANNING TO WORK WITH ADVISER
1.032
+
ACADEMIC PROGRESS IN GRADUATE SCHOOL CUMULATIVE GPA 0.721 + STUDENT FIT IN PROGRAM STUDENT SEEKING PROFESSIONAL DEGREE IN A PROF. PROGRAM
0.711
STUDENT IS IN COMBINATION PROGRAM, NOT SEEKING A PHD
0.831
STUDENT IS IN A DOCTORAL PROGRAM NOT SEEKING A PHD
1.653
STUDENT IS IN A DOCTORAL PROG. SEEKING A PHD (REF. GROUP)
---
+
-2 LOG LIKELIHOOD (MODEL FIT STATISTIC)
3001.438
N 2598
+ p<.10, * p < .05, ** p < .01, *** p < .001 (two-tailed tests) Note: Model also controls for colleges and field and for student fit in program.
REPORT OF THE UNIVERSITY OF TEXAS AT AUSTIN GRADUATE SCHOOL CLIMATE STUDY
135