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Koenig, J.A.; Leger, K.F. A Comparison of Retest Performance and
Test-preparation Methods for MCAT Examinees Grouped by Gender and
Race-Ethnicity. Academic Medicine, 72; S100-S102, 1997
PURPOSE: To examine performance for repeat MCAT test-takers
classified by racial-ethnic status and gender, and to examine the
extent to which retest performance is affected by method of preparation,
particularly partcipation in commercial review courses.
METHOD: This study used a sample comprised of individuals
who tested for the first time in April and repeated the test in
August. Two examinee cohorts were included: individuals testing
twice in 1993 and those testing twice in 1994 (N=12,080).
For retest performance, multiple regression techniques were used
to conduct a series of analyses of covariance (ANCOVAs) in which
the initial score (April) was considered the covariate, the retest
score (August) was the dependent variable, and racial-ethnic status
and gender were the grouping variables. Two sets of analyses were
run, one on individuals grouped by racial-ethnic status and another
for gender groups. Analyses were run separately for each of the
four MCAT test sections, with Writing Sample alphabetic score converted
to numbers. For comparing preparation techniques, data were obtained
from a questionnaire, administered at the end of the MCAT test day.
Preparation methods were categorized as accessible (inexpensive
and accessible to most examinees, i.e., enrollment in a commercial
review course (CRC)). A series of exploratory analyses were performed
to determine if preparation methods affected retest performance
differentially for men vs. women and African-Americans vs. Caucasians.
Then, a series of regressions were run in which variables were entered
hierarchically as follows: initial score and grouping variable;
all accessible techniques; and CRC participation.
RESULTS: The average score changes between the initial test
and the retest were .62 for Verbal Reasoning (VR), .55 for Biological
Sciences (BS), .51 for Physical Sciences (PS), and .28 for the Writing
Sample (WS). Comparison of retest score changes across groups revealed
that Caucasians and men tended to make larger gains than did African-Americans
and women. ANCOVA results showed statistically significant differences
(p<.001) between groups for all test sections when the initial
score was held constant.
The exploratory analyses revealed that preparation methods did
not differentially affect retest performance for men vs. women and
African-Americans vs. Caucasians. R2 increases associated
with the various test preparation methods were very small, no larger
than .01. Regression coefficients were also low with some being
negative. The regression coefficients associated with CRC participation
for the racial-ethnic group analyses were .24 for BS, .13 for PS,
.10 for VR, and .02 for WS. For gender groups, coefficients were
similar: .27 for BS, .15 for PS, .11 for VR and .01 for WS. Regression
coefficients were slightly higher for those individuals who reported
that they had not taken a commercial review course prior to the
April test. For the racial-ethnic groups, coefficients were .42
for BS, .26 for PS, .16 for VR, and .01 for WS. For gender groups,
they were .51 for BS, .30 for PS, .17 for VR, and .03 for WS.
CONCLUSIONS: The authors found that retest gains, on average,
were smaller for African-Americans and women than for Caucasians
and men. It was also found that the regression coefficients obtained
from the analyses of covariance indicated that retest gains were
smaller at every initial score level for African-Americans and women.
Further, the mean initial scores for Caucasians and males were higher
than for African-Americans and for females indicating that Caucasians
and males who decide to retest have higher scores than African-Americans
and females. The authors suggested that these findings raise many
questions regarding the factors that influence retest decisions,
such as do African-Americans and women receive different advice
than Caucasians and men? And, what role do finances play in influencing
decisions?
The initial exploratory analyses on the effects of various preparation
techniques did not uncover any differential effects across study
groups -- preparation style appeared to be constant across groups.
The regression weights for commercial review course enrollment tended
to be higher than those for the more accessible preparation methods
such as independent study. Commercial review course participation
was associated with a .27 improvement in retest performance. The
authors stated that several issues need to be considered in putting
these findings in perspective. For instance, test preparation data
were collected at the end of the MCAT test day, when examinees may
have been fatigued. In addition, some response options (i.e., independent
study) may have been interpreted quite differently by different
individuals. Suggestions for additional research are given.
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