| SJSU Home : WASC Accreditation : WASC Portfolio : Supplemental Data : Student Experience Data Analyses |
In addition to analyzing data obtained from enrolled students (2004), data collected from the 1999 graduating class exit survey and data collected in the fall of 2004 from alumni who had graduated up to 5 years previously were analyzed. Here you can link to both the quantitative and qualitative analyses conducted as well as a summary of the components and a synthesis of the findings.
A. Enrolled Undergraduate & Graduate Student Data Analysis
1. Quantitative Analysis: Responses to Likert-Scaled Survey Items
- Transition to career
- Advising/orientation
- Instruction & related resources
- Student services
- Application process
2. Qualitative Analysis: Responses to Open-Ended Interview Items
3. Qualitative Analysis: Responses to Index Card Exercise
B. Alumi Data Analysis
1. Quantitatve Analysis: Responses to Likert-Scaled Survey Items
2. Qualitative Analysis: Responses to Open-Ended Survey Items
C. 1999 Exit Survey Analysis
1. Qualitative Analysis: Open Ended Item
D. National Survey of Student Engagement (NSSE) Report
1. Summary Report (context: WASC CFRs)
Quantitative Analysis of Responses to Survey Items From Enrolled Undergraduate and Graduate Students
Fall 04 Undergraduate & Graduate Student Survey
To capture the student experience, faculty, staff, and the student member of the Student Experience Committee visited classes and engaged students in discussion related to their experiences as a student at SJSU. In addition, students were asked to complete a survey which contained 21 likert scaled items grouped into three sections: a) experiences getting started at SJSU, b) experiences while attended SJSU, and c) experiences related to their transition beyond SJSU. Following these likert scaled (1 through 5) items were six demographic items pertaining to aged, language, major (which was used to identify the college), ethnicity, status when first enrolled, and present class level (freshman, sophomore, junior, senior, masters/credential student).
Survey Results - Fall 04 Undergraduate & Graduate Students
(CFRs 1.2, 2.1, 2.4, 2.5, 2.10, 2.11, 2.12, 2.13,
2.14, 3.1, 3.6, 4.1, 4.8)
The survey was complete by 820 students enrolled in classes at SJSU in the Fall of 2004. Sixty two percent (512) of the students were undergraduates (juniors & seniors), 36% (294) were graduate students, and the remaining students (14) did not provide a response to the item on class level. Distribution across the colleges is conveyed below.
| College | Number of Students | College | Number of Students |
| Business | 114 | Humanities | 59 |
| Applied Sci & Arts | 87 | Science | 232 |
| Education | 49 | Social Science | 120 |
| Engineering | 79 | Social Work | 37 |
Median age for the undergraduate students was 23 (S.D. = 5.9). Median age for the gradate students was 29 (S.D. = 7.7). With respect to language, 77% (both undergrad and grad) identified English as their primary language. This is comparable to campus wide information obtained from the Writing Skills Test (74.4%).
Below is a crosstabulation of class level with status when first enrolled. Most of the undergraduates are transfer students (64%). Among graduate students it was interesting to observe that 24% started here at SJSU as undergraduates.
| Entering Status | Currently Undergrad Student | Currently Grad Student |
| Native Frosh | 172 (33.8%) | 16 (5.5%) |
| UG Transfer from Community College | 277 (54.4%) | 39 (13.3%) |
| UG Transfer from another University | 47 (9.2% ) | 18 (6.1%) |
| Entered as Graduate/Post-baccalaureate Student | 13 (2.6% ) | 220 (75.1%) |
Turning to an analysis of the responses to the likert-scaled survey items, a factor analysis was conducted to understand the underlying structure of the likert items. Five factors emerged:
Summary information for each factor is presented below. As can be seen in the summary statistics, for both undergrad and graduate students their experiences in the area of instruction are rated highest followed by the application process for graduate students and student services for undergraduate students.
| Group | Summary Stat | Transition to Career | Advising/orientation | Instruction CFR 2.4, 2.5 |
Student Services | Application Process |
| Undergraduate Students | Mean |
3.32 |
3.02 3.00 .87 497 |
3.71 3.80 .69 512 |
3.41 3.50 .93 450 |
3.24 3.00 1.03 509 |
| Graduate Students | Mean Median St. Dev N |
3.41 3.50 .95 258 |
3.25 3.00 .97 261 |
3.67 3.75 .75 293 |
3.37 3.50 1.05 224 |
3.55 3.50 .94 291 |
| Combined | Mean Median St. Dev N |
3.35 3.40 .95 696 |
3.09 3.00 .91 758 |
3.70 3.50 .72 805 |
3.40 3.50 .97 674 |
3.35 3.50 1.00 800 |
It should be noted that advising in the major did NOT cluster with the advising
factor (which included for example, GE advising, pre-collegiate advising). Major
advising was associated with the factor on instruction and related resources.
This highlights the very distinct experiences that students are having with
advising in general and advising in the major. Student experiences with advising
in the major were more positive compared to other advising.
Transition to Career
Most of the items in this factor were skipped (selected 'not used') by a large proportion of both the undergraduate and graduate students. The responses to the items in this factor are presented in the following tables. From the tables below, student experiences tend to be predominantly in the categories fair and good. In addition, the areas where students indicate a more positive experience are internships and preparation for future careers.
| Q17 career planning advice | very poor | undergrad | grad | total |
|---|---|---|---|---|
| 27 | 15 | 42 | ||
| 7.5% | 9.3% | 8.1% | ||
| poor | 67 | 31 | 98 | |
| 18.6% | 19.3% | 18.8% | ||
| fair | 136 | 52 | 188 | |
| 37.8% | 32.3% | 36.1% | ||
| good | 96 | 46 | 142 | |
| 26.7% | 28.6% | 27.3% | ||
| excellent | 34 | 17 | 51 | |
| 9.4% | 10.6% | 9.8% | ||
| Total | 360 | 161 | 521 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFR 2.11
| Q18 internship experiences | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 27 | 14 | 41 | ||
| 11.7% | 9.0% | 10.6% | ||
| poor | 41 | 15 | 56 | |
| 17.8% | 9.6% | 14.5% | ||
| fair | 70 | 37 | 107 | |
| 30.4% | 23.7% | 27.7% | ||
| good | 51 | 52 | 103 | |
| 22.2% | 33.3% | 26.7% | ||
| excellent | 41 | 38 | 79 | |
| 17.8% | 24.4% | 20.5% | ||
| Total | 230 | 156 | 386 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFR 2.11
| Q19 prep for future careers | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 20 | 11 | 31 | ||
| 5.2% | 5.0% | 5.1% | ||
| poor | 51 | 19 | 70 | |
| 13.3% | 8.6% | 11.6% | ||
| fair | 131 | 64 | 195 | |
| 34.2% | 28.8% | 32.2% | ||
| good | 121 | 92 | 213 | |
| 31.6% | 41.4% | 35.2% | ||
| excellent | 60 | 36 | 96 | |
| 15.7% | 16.2% | 15.9% | ||
| Total | 383 | 222 | 605 | |
| 100.0% | 100.0% | 100.0% | ||
Q20 opportunities to connect with alums, |
very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 39 | 18 | 57 | ||
| 12.2% | 9.3% | 11.1% | ||
| poor | 56 | 44 | 100 | |
| 17.5% | 22.7% | 19.5% | ||
| fair | 98 | 62 | 160 | |
| 30.6% | 32.0% | 31.1% | ||
| good | 83 | 43 | 126 | |
| 25.9% | 22.2% | 24.5% | ||
| excellent | 44 | 27 | 71 | |
| 13.8% | 13.9% | 13.8% | ||
| Total | 320 | 194 | 514 | |
| 100.0% | 100.0% | 100.0% | ||
| Q21 career center resources | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 14 | 7 | 21 | ||
| 4.5% | 5.4% | 4.8% | ||
| poor | 35 | 18 | 53 | |
| 11.4% | 13.8% | 12.1% | ||
| fair | 103 | 49 | 152 | |
| 33.4% | 37.7% | 34.7% | ||
| good | 105 | 39 | 144 | |
| 34.1% | 30.0% | 32.9% | ||
| excellent | 51 | 17 | 68 | |
| 16.6% | 13.1% | 15.5% | ||
| Total | 308 | 130 | 438 | |
| 100.0% | 100.0% | 100.0% | ||
Advising/Orientation - Information in tables below related to CFR 2.10, 2.12, 2.13, 2.14
The responses to the items in this factor are presented in the following tables. A quick reminder, this factor does not include advising in the major. From the tables below, student experiences in this area tend to be wide ranging and span primarily the poor to good categories. In addition, the area where students indicate a more positive experience is with new student orientation.
| Q2 pre-college advising | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 42 | 13 | 55 | ||
| 10.3% | 9.8% | 10.1% | ||
| poor | 96 | 29 | 125 | |
| 23.5% | 21.8% | 23.1% | ||
| fair | 143 | 45 | 188 | |
| 35.0% | 33.8% | 34.7% | ||
| good | 88 | 28 | 116 | |
| 21.5% | 21.1% | 21.4% | ||
| excellent | 40 | 18 | 58 | |
| 9.8% | 13.5% | 10.7% | ||
| Total | 409 | 133 | 542 | |
| 100.0% | 100.0% | 100.0% | ||
| Q3 new student orientation | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 26 | 17 | 43 | ||
| 7.0% | 9.0% | 7.7% | ||
| poor | 63 | 26 | 89 | |
| 17.1% | 13.8% | 15.9% | ||
| fair | 137 | 58 | 195 | |
| 37.1% | 30.7% | 34.9% | ||
| good | 116 | 64 | 180 | |
| 31.4% | 33.9% | 32.3% | ||
| excellent | 27 | 24 | 51 | |
| 7.3% | 12.7% | 9.1% | ||
| Total | 369 | 189 | 558 | |
| 100.0% | 100.0% | 100.0% | ||
| Q4 new student advising | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 53 | 21 | 74 | ||
| 12.6% | 10.2% | 11.8% | ||
| poor | 92 | 41 | 133 | |
| 21.9% | 19.9% | 21.2% | ||
| fair | 145 | 67 | 212 | |
| 34.5% | 32.5% | 33.9% | ||
| good | 96 | 56 | 152 | |
| 22.9% | 27.2% | 24.3% | ||
| excellent | 34 | 21 | 55 | |
| 8.1% | 10.2% | 8.8% | ||
| Total | 420 | 206 | 626 | |
| 100.0% | 100.0% | 100.0% | ||
| Q8 GE advising | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 50 | 11 | 61 | ||
| 12.2% | 6.6% | 10.6% | ||
| poor | 89 | 29 | 118 | |
| 21.7% | 17.5% | 20.5% | ||
| fair | 143 | 57 | 200 | |
| 34.8% | 34.3% | 34.7% | ||
| good | 104 | 47 | 151 | |
| 25.3% | 28.3% | 26.2% | ||
| excellent | 25 | 22 | 47 | |
| 6.1% | 13.3% | 8.1% | ||
| Total | 411 | 166 | 577 | |
| 100.0% | 100.0% | 100.0% | ||
Instruction and Related Resources
The responses to the items in this factor are presented in the following tables. From the tables below, student experiences in this area tend to range primarily in the fair to excellent categories. Classroom instruction and library resources were the areas student responses reflect a particularly positive experience.
Information in table below related to CFR 3.1
| Q9 major advising | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 22 | 17 | 39 | ||
| 4.6% | 6.6% | 5.3% | ||
| poor | 53 | 33 | 86 | |
| 11.0% | 12.7% | 11.6% | ||
| fair | 123 | 73 | 196 | |
| 25.5% | 28.2% | 26.4% | ||
| good | 146 | 77 | 223 | |
| 30.2% | 29.7% | 30.1% | ||
| excellent | 139 | 59 | 198 | |
| 28.8% | 22.8% | 26.7% | ||
| Total | 483 | 259 | 742 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFRs 2.13, 3.6
| Q11 library resources | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 8 | 10 | 18 | ||
| 1.6% | 3.7% | 2.4% | ||
| poor | 13 | 19 | 32 | |
| 2.7% | 7.1% | 4.2% | ||
| fair | 68 | 55 | 123 | |
| 13.9% | 20.5% | 16.2% | ||
| good | 161 | 90 | 251 | |
| 32.9% | 33.6% | 33.2% | ||
| excellent | 239 | 94 | 333 | |
| 48.9% | 35.1% | 44.0% | ||
| Total | 489 | 268 | 757 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFR 2.1
| Q13 classroom instruction | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 7 | 5 | 12 | ||
| 1.4% | 1.7% | 1.5% | ||
| poor | 30 | 13 | 43 | |
| 5.9% | 4.5% | 5.4% | ||
| fair | 145 | 75 | 220 | |
| 28.7% | 26.0% | 27.7% | ||
| good | 223 | 132 | 355 | |
| 44.1% | 45.7% | 44.7% | ||
| excellent | 101 | 64 | 165 | |
| 20.0% | 22.1% | 20.8% | ||
| Total | 506 | 289 | 795 | |
| 100.0% | 100.0% | 100.0% | ||
| Q14 class size conducive to learning | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 22 | 16 | 38 | ||
| 4.4% | 5.6% | 4.8% | ||
| poor | 48 | 21 | 69 | |
| 9.5% | 7.3% | 8.7% | ||
| fair | 166 | 65 | 231 | |
| 32.9% | 22.6% | 29.2% | ||
| good | 183 | 111 | 294 | |
| 36.3% | 38.5% | 37.1% | ||
| excellent | 85 | 75 | 160 | |
| 16.9% | 26.0% | 20.2% | ||
| Total | 504 | 288 | 792 | |
| 100.0% | 100.0% | 100.0% | ||
Note related to above table: courses surveyed ranged in size from 20 to 100.
Information in table below related to CFR 2.13
|
Q15 academic support services e.g. tutoring |
very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 14 | 11 | 25 | ||
| 4.5% | 9.3% | 5.8% | ||
| poor | 54 | 19 | 73 | |
| 17.3% | 16.1% | 17.0% | ||
| fair | 114 | 37 | 151 | |
| 36.5% | 31.4% | 35.1% | ||
| good | 87 | 39 | 126 | |
| 27.9% | 33.1% | 29.3% | ||
| excellent | 43 | 12 | 55 | |
| 13.8% | 10.2% | 12.8% | ||
| Total | 312 | 118 | 430 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFRs 2.13, 3.6
|
Q16 technology resources (computer labs) |
very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 23 | 18 | 41 | ||
| 5.3% | 8.1% | 6.3% | ||
| poor | 58 | 35 | 93 | |
| 13.4% | 15.8% | 14.2% | ||
| fair | 117 | 64 | 181 | |
| 27.0% | 29.0% | 27.7% | ||
| good | 143 | 68 | 211 | |
| 33.0% | 30.8% | 32.3% | ||
| excellent | 92 | 36 | 128 | |
| 21.2% | 16.3% | 19.6% | ||
| Total | 433 | 221 | 654 | |
| 100.0% | 100.0% | 100.0% | ||
Student Services
The responses to the items in this factor are presented in the following tables. Note that very few students have experience with housing services so the number responding to the housing item was very low. From the tables below, student experiences in the area of student services tend to range primarily in the fair to good categories with the exception of financial aid which was spread out across all categories from very poor to excellent.
| Q6 housing services | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 14 | 4 | 18 | ||
| 9.3% | 9.5% | 9.4% | ||
| poor | 32 | 7 | 39 | |
| 21.3% | 16.7% | 20.3% | ||
| fair | 50 | 15 | 65 | |
| 33.3% | 35.7% | 33.9% | ||
| good | 40 | 11 | 51 | |
| 26.7% | 26.2% | 26.6% | ||
| excellent | 14 | 5 | 19 | |
| 9.3% | 11.9% | 9.9% | ||
| Total | 150 | 42 | 192 | |
| 100.0% | 100.0% | 100.0% | ||
| Q7 financial aid | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 24 | 26 | 50 | ||
| 10.9% | 18.2% | 13.7% | ||
| poor | 33 | 28 | 61 | |
| 14.9% | 19.6% | 16.8% | ||
| fair | 65 | 31 | 96 | |
| 29.4% | 21.7% | 26.4% | ||
| good | 59 | 40 | 99 | |
| 26.7% | 28.0% | 27.2% | ||
| excellent | 40 | 18 | 58 | |
| 18.1% | 12.6% | 15.9% | ||
| Total | 221 | 143 | 364 | |
| 100.0% | 100.0% | 100.0% | ||
Information in table below related to CFR 2.13
| Q10 student health services | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 11 | 3 | 14 | ||
| 4.1% | 2.5% | 3.6% | ||
| poor | 15 | 4 | 19 | |
| 5.5% | 3.4% | 4.9% | ||
| fair | 81 | 27 | 108 | |
| 29.9% | 22.7% | 27.7% | ||
| good | 95 | 50 | 145 | |
| 35.1% | 42.0% | 37.2% | ||
| excellent | 69 | 35 | 104 | |
| 25.5% | 29.4% | 26.7% | ||
| Total | 271 | 119 | 390 | |
| 100.0% | 100.0% | 100.0% | ||
|
Q12 student life (recreation, clubs/organizations) |
very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 18 | 9 | 27 | ||
| 5.1% | 6.0% | 5.3% | ||
| poor | 52 | 22 | 74 | |
| 14.7% | 14.6% | 14.7% | ||
| fair | 123 | 46 | 169 | |
| 34.7% | 30.5% | 33.5% | ||
| good | 102 | 50 | 152 | |
| 28.8% | 33.1% | 30.1% | ||
| excellent | 59 | 24 | 83 | |
| 16.7% | 15.9% | 16.4% | ||
| Total | 354 | 151 | 505 | |
| 100.0% | 100.0% | 100.0% | ||
Application Process
Two items comprised this factor. The first was related to the application process. For both undergrad and grad students their experiences with the application process were generally positive. The second was related to the transfer of units to SJSU from other colleges/universities. With respect to the transfer of units, undergraduates were more widely spread out than graduates in their experiences. With the greater proportion of our students historically and presently being transfer students greater attention is needed in this area so that the transfer of units and communication with community colleges is clearer and facilitates a smooth transfer into SJSU.
Information in table below related to CFR 2.13
| Q1 application process | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 42 | 11 | 53 | ||
| 8.4% | 3.8% | 6.7% | ||
| poor | 61 | 28 | 89 | |
| 12.2% | 9.7% | 11.3% | ||
| fair | 177 | 103 | 280 | |
| 35.3% | 35.5% | 35.4% | ||
| good | 152 | 94 | 246 | |
| 30.3% | 32.4% | 31.1% | ||
| excellent | 69 | 54 | 123 | |
| 13.8% | 18.6% | 15.5% | ||
| Total | 501 | 290 | 791 | |
| 100.0% | 100.0% | 100.0% | ||
| Q5 transfer units | very poor | Undergrad | Grad | Total |
|---|---|---|---|---|
| 48 | 8 | 56 | ||
| 15.0% | 5.1% | 11.7% | ||
| poor | 49 | 17 | 66 | |
| 15.3% | 10.8% | 13.8% | ||
| fair | 93 | 43 | 136 | |
| 29.1% | 27.2% |