Advising College Algebra students: a case study

Topics
Introduction
The method
Some interesting things the study revealed
Some summary statistics
What happened to students who were repeating College Algebra?
How does having the prerequisite affect student outcome?
Is the score on the Prerequisite Review a predictor of student outcome?
Does the PR work as a tool to divert students away from the course?
Does appropriateness screening work as a tool to divert students away from the course?
The complete set of data
Stories of three real students


Introduction

The attrition rate for College Algebra is at 50% or more.  This number is, of course, based on those students who actually receive a grade. This is bad enough, but it is only part of the story.  It has been my experience that many of the students who appear during the first week of class either switch to another course, or end up taking no math at all.  These phenomena entail an enormous waste of time, money, energy, and instructional resources:

Is there something that we can do to ameliorate this truly unfortunate state of affairs?

Especially with regard to College Algebra, students need strong advising both before they enroll, and again on the first day of class to get them appropriately placed.  Some methods to do this are:

In order to get an idea what the relationships might be between these kind of screenings and success in the course, I studied 74 students that were on my College Algebra rolls at various times during the Spring 2002 semester.


Some interesting things the study revealed

For this sample of 74 students:

* measured by: C or better in Int. Alg., or 270+ on TASP, or 69+ on COMPASS or 570+ on SAT


The method

Let me explain how I try to get students placed appropriately within the bounds of the first two days of class:

I used Datatel to do some research on each of the 74 students.  The information I collected was: I deemed the student to have the prerequisite if they passed any of the above.  This is only an approximation, but hopefully, good enough to assess the vast majority of the students.

I also noted the following:

From my own records, I noted the following:
Some summary statistics

20/74=27%  had the prerequisite, 54 did not.  Of the 20:

38 did not return the PR, of which 10 switched to a different course and the rest took a W or took no math
Of those that took the PR, 13/36=36% passed it
Of those that had the prerequisite, 8/20=40% passed the PR

10/74 =14% of the students were influenced (somehow) to switch to a different course: Intermediate Algebra, Statistics, Topics, or Bus Eco

52/74=70% were "appropriate" (enrolled in College Algebra because their program required it), 11 were not, 11 did not answer the question

Final outcome:


What happened to students who were repeating College Algebra?

15 students were repeating College Algebra, previous grades: 13 W's and 2 F's

Comment:
How does having the prerequisite affect student outcome?

Outcome vs. Prerequisite

Have prerequisite % Don't have prerequisite %
Pass 8  (7 had Int Alg as prereq) 40% 10 19%
F or W 5  (4 had Int Alg) 25% 23 43%
Switched 4  (2 had Int Alg) 20% 6 11%
Dropped 15% 15 28%
Totals 20 54
Statistically:
Is the score on the Prerequisite Review a predictor of student outcome?

Outcome vs. Prerequisite Review

Passed PR % Failed PR % Didn't return PR
Pass 9 69% 9 39% 0 0%
F or W 4 31% 12 52% 12 (all W) 32%
Switched 0 0% 0 0% 10 26%
Dropped 0 0% 2 9% 16 42%
Totals 13 23 38
Statistically:
Does the PR work as a tool to divert students away from the course?

From the above table we see that:

Conclusion: hard to tell due to the additional effects of prerequisite checking and appropriateness checking


Does appropriateness screening work as a tool to divert students away from the course?

The students filled out a form on the first day of class to indicate why they were taking College Algebra.  The course was deemed appropriate only if they were going on to a Calculus course, or were in a program that specifically requires College Algebra.

Outcome vs. Appropriateness

Course is appropriate % Course is not appropriate % Did not respond
Pass 16 31% 2 18% 0 0%
F or W 22 42% 1 9% 5 45%
Switched 7 13% 1 9% 2 18%
Dropped 7 13% 7 64% 4 36%
Totals 52 11 11
Statistically:
The complete set of data

You may have thought of some other questions.  Here is the complete set of data.  If you are interested, I can send you the Excel spreadsheet.


Stories of three real students
I was discussing with a student (TASP = 237 -  need 270 for College Algebra,  Intermediate Algebra = B, previous W in College Algebra) why he was taking College Algebra.  He was in  a program to transfer to a four-year college program in Psychology.  That program specifies College Algebra or Topics in Mathematics.  The advisor informed him that "Topics" is a "bonehead course" and he should take College Algebra.  He got another W.  Should this student have been in "Topics"?

Another student (COMPASS = 84, needed only a 69) was head and shoulders above any other College Algebra student I have ever had, and made a final course average of  > 100.  Should this student have been taking Trig or Precalc, or maybe even Calc I?

A student (Tasp = 234) who wants to be a kindergarten teacher finds that her program requires College Algebra or Math for Business and Economics (!!??).  She had taken Math BusEco and was passing at one point, but fell apart at the end and failed.  Her teacher told her she needed to learn more algebra and recommended College Algebra.  She took it from me and failed that, too (never passed a test).  Should this student have been steered into Intermediate Algebra at the outset and perhaps avoided wasting a lot of time and emotional energy on courses she could not pass?

Have we as an institution and individual teachers done right by these students?