Report 2008012 February 12, 2008 Math Transition between a Feeder Community College District and a California State University Prepared for Cal-PASS by Dr. Darla Cooper, Consultant February 2008 1 Report 2008012 February 12, 2008 Executive Summary This report examines the math transition of a group of 1,061 students who transferred from one community college (CC) to the closest California State University (CSU). Specifically, the report investigates whether students took a math class once reaching the CSU campus; whether the CSU math class was at a lower, higher, or the same level as the last math class completed at the CC; students’ choice of major at the CSU; and students’ success in the math classes they took at the CSU. All of these areas were examined to look for differences related to the last math class taken at the community college, whether or not they continued to take math at the CSU, the grade they received in the last math class they took at the CC, ethnicity, and/or gender. Below is a list of key findings in the report: Out of 1,061 students, only 106 took a math class after transferring to the CSU, which represents 10 percent of the group. The majority of students who did take a math course at the CSU went on to take a course at a higher level than the last math class taken at the community college. Consequently, no students took a math class at the CSU that was at a lower level than the math class they completed at the community college. When the percentage of students who took a math class at the CSU was examined by ethnicity, little difference was seen among most ethnic groups, with 10 percent of all groups taking a math class at the CSU except Asian/Filipino/Pacific Islander, where it was only five percent. Students who took a math class at the CSU were four times more likely to choose a STEM major at the CSU (62%) than those students who did not (14%). The majority (65%) of students who took an advanced or college level math class at the community college chose a STEM major at the CSU. Overall, the success rate for these students in their CSU math classes is 80%. Students who had earned an ‘A’ in their last community college math class had a higher success rate in their CSU math class (96%) than students who had earned a B (83%) or C (71%). 2 Report 2008012 February 12, 2008 This report examined the math transition of a group of 1,061 students who transferred from one community college district to the closest California State University (CSU) between 2002 and 2006. The last math course passed with a C or better at the community college was compared to the first math course attempted at the CSU. Of these 1,061 students, 106, or 10 percent, were found to have taken a math class at the CSU. The median time between the last community college math course and the first CSU math course was a little more than a year, but ranged from one term to almost seven years. For the purposes of this report, math courses at both the community college were ranked as (1) intermediate algebra or below; (2) general education math (i.e., math and statistics for non-math, science, engineering majors); or (3) science, technology, engineering, and mathematics (STEM) type transfer level math courses such as pre-calculus, trigonometry, calculus, or advanced lower division math. Math courses at the California State University campus have been categorized as (1) developmental math [below transfer level]; (2) general education math or elementary or intermediate statistics; or (3) science, technology, engineering, and mathematics (STEM) type math courses such as pre-calculus/college algebra, calculus, upper division, and graduate level. 3 Report 2008012 February 12, 2008 Table 1 below shows that the majority of students took a GE math or statistics class as their last course at the community college and went on to take a higher level math course at the CSU. Consequently, no students took a math class at the CSU that was at a lower level than the math class they completed at the community college. Table 1. Math Transition between a Community College and the Closest California State University CSU Math Classes DevelopGE Math mental or STEM Math Statistics Math CC Math Classes Total Intermediate Algebra or below * * * 7 GE Math or Statistics 0% 38% 63% 88 STEM Math 0% 0% 100% 11 Total * 32% 64% 106 Note: Percentages may not total exactly 100 due to rounding. * fewer than 5 students Advanced to Next Level Stayed at Same Level Returned to Lower Level Students who did not take a math class at the CSU represent the vast majority of the students examined here (90%); students who last took Beginning Statistics/General Education Math at the community college were the least likely to take a math course at the CSU. Table 2 below presents the number and percentage of students from each level of community college math who did not take math at the CSU. Table 2. Students Who Did Not Take a Math Class at the California State University After Transferring from a Community College Percent of Row Total CC Math Classes Count (n = 1,061) Intermediate Algebra or below 53 88% GE Math or Statistics 839 91% STEM Math 63 85% Total 955 90% 4 Report 2008012 February 12, 2008 When the percentage of students who took a math class at the CSU was examined by ethnicity, there was little difference between most ethnic groups, with about 10 percent of all groups except Asian/Filipino/Pacific Islander taking a CSU math class. Chart 1 below presents these data. When looking at these differences by gender, little difference was seen ith 10 percent of women and 11 percent of men taking a math class at the CSU. Chart 1. Percentage of Students Who Took a Math Class at the California State University by Ethnicity 1,200 12% 1,061 1,000 11% 11% 10% 10% 800 10% 10% 8% 696 600 6% 5% 400 4% 230 200 0 1* 9 African American 78 *4 Asian/ Filipino/ Pacific Islander 25 48 5 106 71 2% 0% Latino Other/ Unknown White Total Took Math *1 *4 25 5 71 106 All Students 9 78 230 48 696 1,061 Percentage 0.11 0.05 0.11 0.10 0.10 0.10 * fewer than 5 students This report also examined the relationship between students’ math transition and their CSU major. The CSU majors were categorized as STEM (science, technology, engineering, and mathematics) or non-STEM. 5 Report 2008012 February 12, 2008 The majority of the students who took a math class at the CSU chose STEM majors; the proportion of students choosing STEM majors was more than four times that seen among students who did not take a math class at the CSU (62% compared to 14%). Chart 2 below shows these results. Chart 2. Students’ Choice of STEM Majors by Whether They Had Taken a Math Class at the CSU 100% 86% 90% 80% 70% 62% 60% 50% STEM 38% Non-STEM 40% 30% 14% 20% 10% 0% Took CSU Math (n = 71) No CSU Math (n = 877) Please note that the total number of students in all of the STEM major comparisons does not match the total number of students in the study because students with unknown or undeclared majors are not included in the STEM comparisons. Only 71 of the 106 students who took a math class at the CSU and only 877 of the 955 students who did not take a math class at the CSU had declared majors at the CSU. 6 Report 2008012 February 12, 2008 Among the students who took a math class at the CSU, those students who took advanced math classes at the community college were much more likely to choose a STEM major at the CSU, in fact all twelve of these students chose a STEM major. In addition, the majority of students who took a college level math class at the community college also chose a STEM major at the CSU. Chart 3 below shows these data. Chart 3. Students Who Chose STEM Majors at the CSU by the Level of the Last Math Class Taken at the Community College 100% 100% 90% 80% 67% 70% 57% 60% 40% STEM 43% 50% Non-STEM 33% 30% 20% 10% 0% 0% Pre-collegiate CC Math (n = 6) College Level CC Math (n = 53) Advanced level CC Math (n = 12) 7 Report 2008012 February 12, 2008 Similarly, when examining students who did not take math at the CSU, those students who took advanced level math classes at the community college were much more likely to choose a STEM major than students whose last math class was at a lower level. Chart 4 below shows these results for students who did not take a math class at the CSU. Chart 4. Choice of STEM Majors among Students Who Did Not Take a Math Class at CSU by the Level of the Last Math Class Taken at the Community College 100% 94% 89% 90% 80% 70% 62% 60% STEM 50% 38% 40% Non-STEM 30% 20% 10% 11% 6% 0% Pre-collegiate CC Math (n = 47) College Level CC Math (n = 770) Advanced level CC Math (n = 60) 8 Report 2008012 February 12, 2008 In addition, students who transitioned to a math class at the CSU that was at a higher level than the one they took at the community college were more likely to choose a STEM major. Chart 5 below shows these data. Chart 5. Students Who Chose STEM Majors at the CSU by the Level of Math Class Transition from the Community College to the California State University 100% 90% 77% 80% 63% 70% 60% STEM 50% Non-STEM 37% 40% 23% 30% 20% 10% 0% Transitioned to same level (n = 27) Transitioned to higher level (n = 44) 9 Report 2008012 February 12, 2008 Students’ success in their first math course(s) at the CSU was also examined. Overall, the success rate for these students was 80%, with success defined as earning a ‘C-’ or higher in the CSU math class. A clear pattern emerged when the grade received in the community college math class was compared to the success in the CSU math class. Students who earned an ‘A’ in their community college math class had a 96% success rate in their CSU math class. For students who earned a ‘B,’ the success rate was 83%, and for students who earned a ‘C,’ the rate was 71%. This information is presented below in Chart 6. Please note the total of 140 exceeds the previous total of 106 because several students took more than one math class in their first semester at the CSU. Chart 6. Comparison of Math Grades Received at the Community College and Success at the California State University 100% 96% 83% 90% 80% 71% 80% 70% 60% 50% 40% 30% 20% 10% 0% A (n = 26) B (n = 52) C (n = 62) Total (n = 140) Grade in Community College Math Class 10 Report 2008012 February 12, 2008 Chart 7 below presents a comparison of the grade received at the community college to the grade received at the CSU. Students who earned an ‘A’ at the community college were most likely to also earn an ‘A’ at the CSU and the same applies for students who earned a ‘B’ at the community college. However, students who earned a ‘C’ at the community college were almost equally likely to earn a ‘B’ or a ‘C’ at the CSU. Chart 7. Comparison of Last Math Grade Received at the Community College With First Math Grade Received at the California State University 70 60 NC F Count 50 of CSU 40 Math Grade 30 D CR C B A 20 10 0 A NC F * D B C * * 5 8 * 9 CR * * 8 C * 13 15 B 8 23 14 A 13 6 7 CC Math Grade * fewer than 5 students 11 Report 2008012 February 12, 2008 When students’ success was examined based on the level of the course taken at the community college, the differences were not great. The success rate among students who took advanced math classes at the community college is only one percent higher than the rate among students who took precollegiate courses. Chart 8 below presents these data. Chart 8. Comparison of Math Grades Received at the California State University by Level of the Last `Math Class Taken at the Community College 100% 90% 82% 79% Pre-collegiate CC Math (n = 11) College level CC Math (n = 110) 80% 83% 70% 60% 50% 40% 30% 20% 10% 0% Advanced level CC Math (n = 18) In addition to expected patterns in the relationship between the level of and success in community college math and the success in university math and choice of university major, interesting patterns arose when comparing students who continue to pursue math at the CSU to those students who do not. This preliminary analysis was meant to serve as a starting point for educators from community colleges and the California State University to begin an examination of student transition in math, or lack thereof. Faculty and administrators from both institutions can work with the Cal-PASS research office to conduct more detailed analyses of these data. 12