The Best Predictors of Success in Developmental Mathematics Courses

By Pansy Waycaster

from Inquiry, Volume 9, Number 1, Spring 2004

© Copyright 2004 Virginia Community College System

Return to Previous Page


Abstract
The purpose of this study was to assess how well the ASSET, COMPASS, and in-house readiness tests actually do in their placement of students into the algebra developmental courses.

 

In the fall semester of 2000, Southwest Virginia Community College’s math division implemented the Virginia Community College System Developmental Studies Implementation Task Force recommendations.  One of these recommendations was to ensure that the approved algebra content items were included in our MTH 03 (Basic Algebra I) and MTH 04 (Basic Algebra II) courses.  Accordingly, these two course syllabi were reviewed and reorganized to meet these guidelines. 

We also revised our in-house readiness tests for MTH 03 and MTH 04 – which had been used since the mid 1990’s as a follow-up placement tool to the COMPASS and ASSET tests – to make them consistent with the content actually covered in these courses.  However, no changes or reorganization of content items were performed on the COMPASS or ASSET placement tests. 

Consequently, our recent comparison of the MTH 03 and MTH 04 syllabi with the corresponding COMPASS and ASSET placement tests has revealed major inconsistencies in content coverage.  These differences suggest that students may not be properly placed into developmental algebra courses.  Thus, the purpose of this study was to assess how well the ASSET, COMPASS, and in-house readiness tests actually do in their placement of students into the algebra developmental courses.  Specifically, we collected and analyzed student data from these placement tools and the core final exams for MTH 03 and MTH 04 to determine how well these placement tools predict success in our developmental algebra courses.

Descriptive Statistics 

Descriptive statistics in Table 1 reveal characteristics of the developmental algebra classes.  First, on-campus students account for two-thirds of the students in developmental algebra classes, and female students outnumber male students 2 to 1.  Students for this study were enrolled in Fall 2001, Spring 2002, or Summer 2002 classes.  The fall semester enrolled the largest number (195 or 54%) of the 364 students in the study, whereas spring semester enrolled more that half that many students (133 or 37%), leaving summer semester to enroll only 36 (or 10%) of the total students.  The breakdown by math courses reveals that 261 of the 364 students (or 72%) enrolled in MTH 03, with only 103 students (or 28%) enrolled in MTH 04.

 

Table 1

SwVCC Math Students Categorized According to
Site, Gender, School, Term, and Math Course

 

          Variable Category                                  n                                                           Percent

Site

 

 

        On-Campus

             239

               65.7

        Off-Campus

             125

               34.3

                Total

             364

             100.0

 

 

 

Gender

 

 

        Male

             123

               33.8

        Female

             241

               66.2

                Total

             364

             100.0

 

 

 

School Term

 

 

        Fall, 2001

             195

               53.6

        Spring, 2002

             133

               36.5

        Summer, 2002

               36

                 9.9

                 Total

             364

              100.0

 

 

 

Course

 

 

        Math 03

             261

                71.7

        Math 04

             103

                28.3

                 Total

             364

               100.0

 

Although completion of all needed developmental mathematics courses is a prerequisite to enrolling in college-level math courses, these data suggest that many of the developmental students who successfully complete MTH 03 do not go on to take MTH 04. 

What is happening to these students?  Are they bypassing the prerequisite MTH 04 course and enrolling in MTH 151 or MTH 163?  With the implementation of People Soft in Spring 2004, students should not be able to bypass prerequisite courses.  Does this mean that we will see more comparable numbers of students completing both MTH 03 and MTH 04 in future semesters?  We hope that will be the case but, of course, a certain percentage of attrition will still exist from semester to semester.  Regardless, students who remain enrolled and need the developmental math courses should complete the entire MTH 03-04 sequence.

Comparing developmental students by site – on campus and off campus – provides more valuable information.   Table 2 lists the mean scores for the core final exam, with COMPASS, ASSET, age, and GPA shown separately by site for on- and off-campus students in MTH 03 and MTH 04.

 

Table 2

Descriptive Statistics on the Variables—
Core Final, COMPASS, ASSET, Age, and GPA—by Site

 

Variables                                                                 On-Campus                                        Off-Campus

Core Final

 

 

       N

  239

   125

       Mean

  79.2

  67.9

       SD

11.01

18.67

       Range

    56

     91

 

 

 

COMPASS

 

 

       N

  239

   125

       Mean

 35.6

  38.5

       SD

 7.95

  6.93

       Range

    69

     53

 

 

 

ASSET

 

 

       N

  239

   125

       Mean

 37.1

  37.8

       SD

 4.05

  3.95

       Range

    23

     21

 

 

 

Age

 

 

       N

  239

   125

       Mean

 24.8

  30.2

       SD

 7.68

   9.42

       Range

    35

      48

 

 

 

GPA

 

 

       N

  239

   125

       Mean

   2.6

    2.9

       SD

   .91

    .75

       Range

 3.86

  3.43

 

In comparing these means, we find that the most noticeable difference exists with the core final exam.  The on-campus mean of 79.2 is more than 10 percentage points higher than the off-campus mean of 67.9.  This sizeable difference in means on the core final exam prompted a run of t-tests for differences in the means for all these same variables in Math 03 and Math 04. 

First, for MTH 03, Table 3 shows the means for these same five variables, by site, and then   presents the t-values and levels of significance for differences between these means.

 

Table 3

Mean Scores on Math 03
Variables by Site—On Campus vs. Off Campus

 

  Variables                      Mean Score                          SD                                 t                                p

Core Final

 

 

 

 

On Campus n=168

         80.7

        11.05

         5.16

  <.0001

Off Campus n=93

         68.7

        20.82

 

 

 

 

 

 

 

COMPASS

 

 

 

 

On Campus n=168

         36.2

          8.49

        -2.33

      .020

Off Campus n=93

         38.7

          7.11

 

 

 

 

 

 

 

ASSET

 

 

 

 

On Campus n=168

         36.6

          3.43

        -2.79

      .006

Off Campus n=93

         37.9

          3.87

 

 

 

 

 

 

 

Age

 

 

 

 

On Campus n=168

         25.0

          7.64

        -5.51

  <.0001

Off Campus n=93

         30.9

          9.37

 

 

 

 

 

 

 

GPA

 

 

 

 

On Campus n=168

          2.52

            .92

        -4.11

  <.0001

Off Campus n=93

          2.97

            .73

 

 

  

Students in MTH 03 on-campus classes outperformed off-campus students on the core final exam at the <.0001 level of significance, even though off-campus students had significantly higher scores on the COMPASS (.02 level) and ASSET (.006 level) tests and higher GPA scores (<.0001 level) overall. 

Table 4 reveals consistent findings for on- and off-campus students in MTH 04.  MTH 04 on- campus students outperformed off-campus students on the core final exam at the <.0001 level also.  This better performance by on-campus MTH 04 students was achieved even when off-campus students had significantly higher (.004 level) COMPASS scores.  However, there were no significant differences in ASSET and GPA between on- and off-campus students in MTH 04.

 

Table 4

Mean Scores on Math 04

Variables by Site—On-Campus vs. Off-Campus

                       

     Variables                   Mean Score           SD                                 t                                  p

Core Final

 

 

 

 

On-Campus n=71

         75.7

        10.17

         4.73

   <.0001

Off-Campus n=32

         65.6

        10.03

 

 

 

 

 

 

 

COMPASS

 

 

 

 

On-Campus n=71

         34.1

          6.27

       -2.921

       .004

Off-Campus n=32

         38.0

          6.46

 

 

 

 

 

 

 

ASSET

 

 

 

 

On-Campus n=71

         38.1

          5.12

          .471

       .639

Off-Campus n=32

         37.6

          4.22

 

 

 

 

 

 

 

Age