The sociodemographic and psychiatric characteristics of the subjects are presented in
+Table 2. Compared to subjects in the two psychotic affective disorder groups, subjects in the schizophrenia group were more likely to be male and nonwhite. They also had higher levels of both positive and negative symptoms, were more likely to be taking medications at the time of testing, and had a longer time lag between their first psychotic symptom and first admission. Subjects with bipolar disorder were more likely than those with either schizophrenia or major depressive disorder to be high school graduates. There were, however, no diagnostic differences in age at the time of testing and in substance use comorbidity.
Means and standard deviations for the three diagnostic groups’ neuropsychological test scores are presented in
+Table 1. Overall, there was a statistically significant difference among the groups in their performance on the neuropsychological tests (Pillai’s test=0.33, F=1.87, df=42, 402, p<0.01). For 13 of the 21 comparisons, the differences reached the Bonferroni corrected level of significance (p<0.0025). The results of the post hoc comparisons revealed that the schizophrenia group did significantly worse than each of the affective disorder groups. However, there were no significant differences between the bipolar disorder group and the major depressive disorder group. As a result, the analysis was repeated after combining the two affective disorder groups. This second MANOVA also showed a statistically significant overall difference between the schizophrenia group and the combined affective disorders group (Pillai’s test=0.29, F=3.83, df=21, 201, p<0.001). In addition, the subjects with schizophrenia performed significantly worse on the same individual tests in the two-group comparison as in the three-group comparison.
To select covariates, we first examined the relationship of demographic characteristics to performance on the neuropsychological tests. These analyses showed that the following characteristics were associated with neuropsychological test performance: age at the time of testing (Pillai’s test=0.28, F=3.70, df=21, 201, p<0.001), gender (Pillai’s test=0.39, F=6.15, df=21, 201, p<0.001), race (white versus nonwhite) (Pillai’s test=0.22, F=2.76, df=21, 201, p<0.001), and education (Pillai’s test=0.24, F=2.95, df=21, 201, p<0.001). On the other hand, medication status (receiving psychoactive medications at the time of testing) (Pillai’s test=0.14, F=1.50, df=21, 201, n.s.) and whether the physical conditions of testing were favorable (Pillai’s test=0.13, F=1.44, df=21, 201, n.s.) were not significantly associated with neuropsychological performance. Because too few subjects were abusing substances at the time of testing, we could not reliably assess the impact of this variable. However, lifetime substance use disorder was not significantly associated with performance (Pillai’s test=0.14, F=1.57, df=21, 201, n.s.). In addition, there was no association between the interval from the first psychotic symptom to the first hospitalization (log transformed owing to substantial positive skew) and neuropsychological performance (Wilks’s test=0.88, F=1.31, df=21, 193, n.s.).
On the basis of these analyses, age, gender, race, and education were selected as covariates in the MANCOVA. Scores on the Information and Vocabulary tests of the WAIS-R were also included as covariates to control for the effect of general intellectual functioning. Two MANCOVAs were conducted, one comparing the three diagnostic groups and the second comparing the schizophrenia group with the combined affective disorder group (
+Table 1). The results of the first MANCOVA did not indicate a statistically significant overall difference between the three diagnostic groups (Pillai’s test=0.19, F=1.10, df=38, 394, n.s.). The overall test result for comparison of the schizophrenia and the combined affective disorder groups in the second MANCOVA, however, was statistically significant (Pillai’s test=0.15, F=1.84, df=19, 197, p<0.05). Inspection of the results for the individual comparisons in both MANCOVAs revealed that the schizophrenia group had significantly worse performance than both affective disorder groups, considered separately or in combination on measures of attention, mental tracking, immediate nonsemantic verbal memory (Silly Sentences), and delayed visual memory. As before, the two groups with affective disorders did not perform significantly differently on any tests.
Only seven (10%) of the 72 subjects with bipolar disorder and three (6%) of the 49 subjects with major depressive disorder, compared with 36 (35%) of the 102 subjects with schizophrenia, had psychotic symptoms at the time of testing (χ
2=24.9, df=2, p<0.001). We thus repeated the final MANCOVA for the subjects with no current psychotic symptoms at 24-month follow-up (N=177). Although the overall test comparing the schizophrenia group and the combined affective disorder group was not significant (Pillai’s test=0.17, F=1.61, df=19, 151, n.s.), the pattern of significant findings for individual comparisons (results not shown) was the same as that reported for the full sample, presented in
+Table 1.
Eleven neuropsychological tests were included in the discriminant analysis, including the WAIS-R Vocabulary and Information tests, along with the nine tests that showed a significant difference (p<0.05) between the schizophrenia group and the combined affective disorders group in the MANCOVA (
+Table 1, last two columns). Using a stepwise method, the final model retained three measures: Digit Symbol, Symbol Digit Modalities—oral, and Silly Sentences. One discriminant function that was based on these three variables accounted for more than 95% of the between-group variance (Wilks’s lambda=0.75, p<0.001). The model correctly classified 73% (N=74) of the subjects with schizophrenia and 75% (N=91) of the subjects with psychotic affective disorders.