North
Carolina State University
2006 Baccalaureate Alumni Survey:
College Comparisons of Professional Preparation
(Frequency Distributions)
This document reports frequency distributions for survey items related to professional preparation by college. Comparisons of mean ratings are available on the web.
NC State's Contribution to Professional Preparation: Current Importance | Preparation
Basic Skills
Problem Solving Skills
Professional/Work-Related Skills
Basic Skills
Problem Solving Skills
Professional/Work-Related Skills
For more information on
the 2006 Baccalaureate Alumni Survey contact: Posted: May, 2006
Return
to 2006 Baccalaureate Alumni Survey Table of Contents Page
Written communication
skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
54.3
55.8
54.3
66.5
50.3
47.2
51.4
52.5
44.6
53.0
5: Very important
%
4: Important
%
32.9
31.3
35.7
24.4
38.8
38.8
35.0
33.1
31.7
32.9
3: Moderately important
%
10.2
9.9
10.0
6.7
7.3
11.2
11.2
13.6
20.9
10.4
2: Limited importance
%
2.4
2.5
.
2.0
3.6
2.4
2.4
0.8
2.9
3.7
1: Not important
%
0.3
0.4
.
0.5
.
0.4
.
.
.
.
Total
N
3208
670
70
659
165
760
463
118
139
164
Public speaking,
presentation skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
50.9
52.2
68.1
57.3
52.4
40.8
51.3
51.3
60.4
47.6
5: Very important
%
4: Important
%
29.4
29.8
24.6
24.2
30.1
34.2
29.0
29.9
29.5
28.7
3: Moderately important
%
12.4
10.6
4.3
11.7
9.6
17.4
12.1
12.0
8.6
10.4
2: Limited importance
%
5.9
5.8
2.9
5.3
6.6
6.4
6.1
4.3
1.4
10.4
1: Not important
%
1.4
1.5
.
1.5
1.2
1.2
1.5
2.6
.
3.0
Total
N
3203
668
69
658
166
760
462
117
139
164
Comprehension
skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
63.1
67.7
65.2
69.1
50.0
58.9
63.2
54.2
48.2
70.7
5: Very important
%
4: Important
%
30.8
26.9
30.4
25.8
40.4
35.3
29.7
38.1
42.3
24.4
3: Moderately important
%
5.2
4.5
4.3
3.8
7.8
4.9
6.1
6.8
9.5
4.9
2: Limited importance
%
0.9
0.8
.
1.4
1.8
0.7
1.1
0.8
.
.
1: Not important
%
0.1
0.2
.
.
.
0.3
.
.
.
.
Total
N
3197
666
69
656
166
759
462
118
137
164
Listening
skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.6
67.0
72.9
71.6
62.6
49.3
66.8
62.7
55.5
60.5
5: Very important
%
4: Important
%
31.8
27.3
25.7
25.5
31.9
42.1
29.7
32.2
38.0
30.2
3: Moderately important
%
5.0
5.4
1.4
2.8
4.3
7.4
3.1
4.2
6.6
8.6
2: Limited importance
%
0.4
0.2
.
0.2
1.2
0.9
0.2
0.8
.
0.6
1: Not important
%
0.1
0.2
.
.
.
0.3
0.2
.
.
.
Total
N
3182
666
70
651
163
757
458
118
137
162
Technical
skills/knowledge
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
46.5
50.1
57.1
31.6
44.4
54.9
40.2
45.2
64.4
53.2
5: Very important
%
4: Important
%
35.3
36.3
32.9
37.2
34.6
32.2
40.8
37.4
25.8
30.4
3: Moderately important
%
13.6
10.1
7.1
23.4
15.4
9.4
14.1
13.0
6.8
14.6
2: Limited importance
%
3.8
2.8
1.4
7.3
5.6
2.2
4.0
2.6
3.0
1.9
1: Not important
%
0.8
0.8
1.4
0.5
.
1.4
0.9
1.7
.
.
Total
N
3104
653
70
627
162
734
453
115
132
158
Ability adapt
to chng technology
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
44.3
49.8
66.7
35.9
39.4
45.9
41.2
46.6
55.1
41.1
5: Very important
%
4: Important
%
36.8
37.3
26.1
35.2
38.2
36.7
39.7
35.6
32.6
40.5
3: Moderately important
%
14.4
10.3
4.3
20.9
17.6
12.8
15.0
14.4
11.6
14.7
2: Limited importance
%
3.9
1.8
2.9
7.2
3.6
3.9
3.5
3.4
0.7
3.7
1: Not important
%
0.7
0.7
.
0.8
1.2
0.8
0.7
.
.
.
Total
N
3184
667
69
651
165
752
461
118
138
163
Ability adapt
changing tech
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.0
66.1
67.1
68.8
63.9
52.4
64.2
62.4
57.4
56.3
5: Very important
%
4: Important
%
30.9
28.6
28.6
26.2
27.1
38.3
29.7
32.5
35.3
27.5
3: Moderately important
%
6.3
4.5
4.3
4.6
7.2
8.3
5.6
5.1
7.4
13.1
2: Limited importance
%
0.6
0.3
.
0.3
1.8
0.9
0.4
.
.
2.5
1: Not important
%
0.2
0.4
.
0.2
.
0.1
.
.
.
0.6
Total
N
3188
667
70
650
166
758
464
117
136
160
Ability apply
sci mthd of inquiry
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
28.3
44.4
44.3
14.4
23.2
35.2
11.0
26.3
8.1
50.0
5: Very important
%
4: Important
%
27.8
28.4
22.9
20.1
32.3
36.6
22.4
32.2
25.2
26.9
3: Moderately important
%
22.8
14.7
18.6
30.6
23.2
17.2
33.4
22.9
31.9
15.0
2: Limited importance
%
15.8
9.9
10.0
23.5
18.3
9.5
23.5
15.3
28.1
6.3
1: Not important
%
5.4
2.6
4.3
11.4
3.0
1.5
9.7
3.4
6.7
1.9
Total
N
3168
666
70
651
164
749
455
118
135
160
Ability apply
math skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
24.1
26.9
51.4
11.7
23.0
28.7
25.2
24.6
10.1
39.0
5: Very important
%
4: Important
%
30.9
32.9
21.4
22.6
35.8
32.4
36.7
38.1
30.4
27.4
3: Moderately important
%
26.7
28.3
15.7
29.6
25.5
25.5
25.4
25.4
30.4
22.0
2: Limited importance
%
14.7
8.8
7.1
28.1
13.9
11.5
10.4
11.9
23.9
10.4
1: Not important
%
3.5
3.1
4.3
7.9
1.8
1.9
2.4
.
5.1
1.2
Total
N
3199
669
70
658
165
756
461
118
138
164
Find relevant
info/ideas multiple srcs
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
50.7
53.3
55.1
55.6
44.6
49.1
44.6
45.3
54.7
51.2
5: Very important
%
4: Important
%
36.0
35.2
34.8
31.4
41.6
37.9
40.1
35.9
31.7
35.4
3: Moderately important
%
10.6
8.4
8.7
10.2
12.0
10.5
12.1
17.1
12.9
9.8
2: Limited importance
%
2.4
2.8
1.4
2.3
1.8
2.2
2.8
1.7
0.7
3.7
1: Not important
%
0.3
0.3
.
0.6
.
0.3
0.4
.
.
.
Total
N
3208
670
69
657
166
762
464
117
139
164
Bring info/ideas
together
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
48.8
49.0
55.1
55.4
44.0
45.1
44.9
48.7
57.6
45.1
5: Very important
%
4: Important
%
38.7
38.1
33.3
32.8
45.2
42.1
41.7
38.5
30.2
42.7
3: Moderately important
%
10.5
9.9
10.1
10.0
8.4
10.9
12.1
12.0
12.2
9.1
2: Limited importance
%
1.7
2.5
1.4
1.5
2.4
1.7
1.1
0.9
.
3.0
1: Not important
%
0.2
0.4
.
0.3
.
0.3
0.2
.
.
.
Total
N
3203
669
69
653
166
763
463
117
139
164
Thinking creatively
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
45.9
42.1
65.2
53.2
42.8
39.8
40.2
49.6
82.7
36.8
5: Very important
%
4: Important
%
37.2
38.1
30.4
32.5
42.8
41.8
41.5
36.8
10.8
39.9
3: Moderately important
%
13.4
15.1
4.3
10.7
11.4
15.4
15.3
10.3
5.8
17.8
2: Limited importance
%
2.9
3.6
.
2.9
3.0
2.6
2.6
3.4
0.7
5.5
1: Not important
%
0.5
1.0
.
0.8
.
0.4
0.4
.
.
.
Total
N
3201
667
69
656
166
759
465
117
139
163
Planning projects
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
50.7
49.7
60.9
53.0
53.0
48.0
43.1
59.8
75.5
45.1
5: Very important
%
4: Important
%
33.9
34.2
24.6
26.2
34.9
38.5
39.7
33.3
21.6
39.0
3: Moderately important
%
11.6
11.3
14.5
15.1
7.8
11.5
12.7
6.8
2.9
10.4
2: Limited importance
%
3.1
3.9
.
4.1
3.6
1.7
3.9
.
.
4.9
1: Not important
%
0.7
0.9
.
1.5
0.6
0.3
0.6
.
.
0.6
Total
N
3207
666
69
656
166
764
466
117
139
164
Defining problems
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
50.8
51.3
53.6
51.9
50.0
49.9
47.0
47.9
65.9
48.8
5: Very important
%
4: Important
%
37.2
36.7
34.8
35.9
36.1
38.3
39.7
45.3
28.3
36.0
3: Moderately important
%
10.3
9.0
11.6
10.7
11.4
10.6
12.0
6.8
5.1
13.4
2: Limited importance
%
1.4
2.4
.
1.2
2.4
1.0
1.1
.
0.7
1.8
1: Not important
%
0.2
0.6
.
0.3
.
0.1
0.2
.
.
.
Total
N
3204
667
69
655
166
762
466
117
138
164
Solving problems
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.9
62.2
69.1
61.1
57.2
66.5
58.1
66.4
76.1
59.8
5: Very important
%
4: Important
%
30.4
29.4
26.5
30.8
35.5
28.6
35.9
30.2
18.1
32.9
3: Moderately important
%
5.7
6.3
2.9
7.0
6.0
4.2
5.8
3.4
5.1
6.7
2: Limited importance
%
0.9
1.9
1.5
0.9
1.2
0.5
0.2
.
0.7
0.6
1: Not important
%
0.1
0.1
.
0.2
.
0.1
.
.
.
.
Total
N
3198
667
68
653
166
761
465
116
138
164
Logical reasoning
skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
55.7
58.4
63.8
53.7
51.5
57.7
51.7
49.6
60.9
54.9
5: Very important
%
4: Important
%
36.1
33.2
30.4
37.1
40.6
34.8
39.6
43.6
29.0
38.4
3: Moderately important
%
6.9
6.5
4.3
6.9
6.7
6.7
8.0
6.8
9.4
6.1
2: Limited importance
%
1.1
1.7
1.4
2.0
1.2
0.5
0.6
.
0.7
0.6
1: Not important
%
0.2
0.3
.
0.3
.
0.3
.
.
.
.
Total
N
3195
666
69
650
165
764
462
117
138
164
Exam probs
from mult perspectives
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
51.9
53.6
61.8
56.6
50.3
46.3
49.1
54.7
64.0
44.8
5: Very important
%
4: Important
%
36.1
32.9
33.8
33.2
37.0
41.3
38.7
31.6
27.3
39.9
3: Moderately important
%
9.8
10.2
2.9
7.6
10.9
10.8
10.2
12.0
8.6
12.3
2: Limited importance
%
1.8
2.7
1.5
1.8
1.8
1.3
1.7
1.7
.
3.1
1: Not important
%
0.4
0.6
.
0.8
.
0.3
0.2
.
.
.
Total
N
3198
668
68
654
165
762
462
117
139
163
Ability adjust
to new job demands
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
52.9
56.8
61.4
59.5
49.4
43.8
54.5
59.5
51.8
43.8
5: Very important
%
4: Important
%
37.0
33.5
30.0
32.0
38.6
44.2
37.0
35.3
39.6
38.8
3: Moderately important
%
8.1
7.2
5.7
7.0
9.0
9.9
7.1
5.2
7.2
13.1
2: Limited importance
%
1.7
2.0
2.9
1.1
3.0
2.0
1.1
.
1.4
3.8
1: Not important
%
0.3
0.6
.
0.5
.
0.1
0.2
.
.
0.6
Total
N
3189
666
70
654
166
756
462
116
139
160
Working under
pressure
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.6
63.2
67.1
68.5
57.8
53.6
68.8
67.2
66.9
57.1
5: Very important
%
4: Important
%
29.5
29.5
24.3
25.0
30.7
36.8
25.6
28.4
26.6
29.8
3: Moderately important
%
6.3
5.7
8.6
5.5
7.2
7.6
5.0
4.3
6.5
8.7
2: Limited importance
%
1.3
1.4
.
0.8
4.2
1.8
0.4
.
.
3.7
1: Not important
%
0.2
0.3
.
0.3
.
0.1
0.2
.
.
0.6
Total
N
3190
665
70
653
166
759
461
116
139
161
Making decisions
under pressure
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
56.9
59.3
58.6
61.2
59.0
48.3
61.8
62.1
60.4
46.6
5: Very important
%
4: Important
%
30.5
28.5
30.0
26.3
29.5
36.4
28.9
31.0
31.7
32.9
3: Moderately important
%
9.8
9.5
8.6
9.5
7.8
12.1
8.0
6.9
7.2
13.0
2: Limited importance
%
2.4
2.3
1.4
2.5
3.6
2.9
1.3
.
0.7
6.2
1: Not important
%
0.3
0.5
1.4
0.5
.
0.3
.
.
.
1.2
Total
N
3186
663
70
650
166
760
461
116
139
161
Ability work
independently
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
61.2
67.8
66.7
69.4
60.6
46.4
64.2
60.3
62.6
59.4
5: Very important
%
4: Important
%
31.3
27.4
29.0
24.2
29.7
40.7
30.6
35.3
30.2
34.4
3: Moderately important
%
6.1
3.9
4.3
5.4
7.3
10.1
3.9
4.3
6.5
5.6
2: Limited importance
%
1.3
0.6
.
0.9
2.4
2.6
1.3
.
.
0.6
1: Not important
%
0.2
0.3
.
0.2
.
0.1
.
.
0.7
.
Total
N
3183
664
69
653
165
759
458
116
139
160
Ability work
in teams
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
57.1
58.7
65.7
59.0
56.4
54.0
56.3
60.3
58.3
52.8
5: Very important
%
4: Important
%
31.6
30.0
28.6
28.7
32.1
36.3
30.4
31.9
29.5
34.2
3: Moderately important
%
8.4
8.9
5.7
8.9
7.3
7.5
8.3
7.8
11.5
9.3
2: Limited importance
%
2.2
2.0
.
2.6
3.0
1.3
4.6
.
0.7
2.5
1: Not important
%
0.7
0.5
.
0.8
1.2
0.9
0.4
.
.
1.2
Total
N
3186
666
70
651
165
758
460
116
139
161
Ability wrk
with ethn/cultr diverse ppl
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
47.9
52.1
58.6
58.1
45.5
38.5
46.4
50.4
38.1
41.6
5: Very important
%
4: Important
%
30.3
30.0
35.7
27.0
33.9
31.8
32.0
30.4
32.4
26.1
3: Moderately important
%
14.1
11.1
4.3
10.3
11.5
18.7
12.7
13.9
24.5
21.7
2: Limited importance
%
5.8
5.0
1.4
3.2
3.6
8.8
8.0
3.5
2.9
8.1
1: Not important
%
1.9
1.8
.
1.4
5.5
2.1
0.9
1.7
2.2
2.5
Total
N
3187
664
70
652
165
758
463
115
139
161
Being dependable
and punctual
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
64.3
70.7
74.3
69.9
66.9
51.4
69.5
63.5
54.3
63.4
5: Very important
%
4: Important
%
29.2
23.4
24.3
26.0
27.1
38.2
27.0
33.9
36.2
24.8
3: Moderately important
%
5.5
5.1
1.4
3.2
4.8
8.7
3.0
2.6
8.0
10.6
2: Limited importance
%
0.9
0.6
.
0.6
1.2
1.6
0.4
.
1.4
1.2
1: Not important
%
0.1
0.2
.
0.3
.
0.1
.
.
.
.
Total
N
3190
666
70
651
166
760
463
115
138
161
Professionalism
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.3
66.5
77.1
69.2
63.0
49.9
68.6
62.4
56.5
55.9
5: Very important
%
4: Important
%
31.4
27.2
21.4
26.4
29.7
39.9
28.8
35.0
37.0
35.4
3: Moderately important
%
4.9
4.9
1.4
3.1
6.1
8.6
1.9
2.6
5.8
5.6
2: Limited importance
%
1.0
0.9
.
0.8
1.2
1.4
0.6
.
0.7
2.5
1: Not important
%
0.3
0.4
.
0.6
.
0.3
.
.
.
0.6
Total
N
3199
668
70
655
165
760
465
117
138
161
Conduct work
in ethical manner
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
67.2
72.5
72.5
76.1
61.8
56.6
70.0
62.1
54.0
69.4
5: Very important
%
4: Important
%
27.3
22.8
26.1
20.2
30.3
35.5
25.2
35.3
36.5
25.0
3: Moderately important
%
4.3
3.0
1.4
3.4
4.8
6.4
3.9
1.7
8.0
4.4
2: Limited importance
%
0.8
1.2
.
.
2.4
1.2
0.4
0.9
0.7
1.3
1: Not important
%
0.4
0.6
.
0.3
0.6
0.3
0.4
.
0.7
.
Total
N
3191
668
69
652
165
760
464
116
137
160
Resourcefulness
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
53.8
56.5
68.6
61.8
53.6
43.5
56.2
49.6
52.2
49.4
5: Very important
%
4: Important
%
38.6
36.9
30.0
31.3
37.3
47.8
35.8
45.2
41.3
38.1
3: Moderately important
%
6.7
5.4
1.4
6.7
6.6
7.8
7.2
5.2
6.5
10.0
2: Limited importance
%
0.8
0.9
.
0.2
2.4
0.8
0.9
.
.
2.5
1: Not important
%
0.1
0.3
.
.
.
0.1
.
.
.
.
Total
N
3189
669
70
652
166
758
461
115
138
160
Confidence
in ability perform well
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
59.8
62.6
70.0
66.0
60.6
48.0
62.5
62.4
62.0
62.1
5: Very important
%
4: Important
%
35.1
33.1
28.6
29.3
35.2
44.7
33.8
35.0
32.1
30.4
3: Moderately important
%
4.8
3.9
.
4.6
3.6
7.0
3.4
2.6
5.8
6.8
2: Limited importance
%
0.2
0.3
.
0.2
0.6
0.3
.
.
.
0.6
1: Not important
%
0.1
0.1
1.4
.
.
0.1
0.2
.
.
.
Total
N
3193
668
70
652
165
759
464
117
137
161
Ability to
learn independently
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
58.9
62.0
60.0
65.6
55.4
49.0
59.7
57.3
62.3
65.2
5: Very important
%
4: Important
%
32.9
30.6
25.7
27.6
36.1
40.7
33.2
33.3
32.6
26.1
3: Moderately important
%
7.2
6.0
12.9
6.8
7.2
8.7
6.7
8.5
5.1
7.5
2: Limited importance
%
0.7
1.0
1.4
.
1.2
1.3
0.2
0.9
.
0.6
1: Not important
%
0.2
0.3
.
.
.
0.3
0.2
.
.
0.6
Total
N
3195
669
70
651
166
759
464
117
138
161
Ability to
grow on the job
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
60.2
62.6
71.0
64.5
64.5
53.0
60.0
59.8
56.5
61.5
5: Very important
%
4: Important
%
32.1
30.4
26.1
28.1
26.5
38.2
32.5
33.3
38.4
28.0
3: Moderately important
%
6.5
5.7
2.9
6.3
8.4
7.7
6.7
6.0
4.3
6.2
2: Limited importance
%
0.9
0.8
.
0.9
0.6
0.8
0.6
0.9
0.7
3.1
1: Not important
%
0.3
0.5
.
0.2
.
0.4
0.2
.
.
1.2
Total
N
3185
661
69
651
166
757
465
117
138
161
Willingness
accept new resp
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
61.3
66.4
66.7
64.6
63.9
51.9
64.5
64.1
55.1
60.0
5: Very important
%
4: Important
%
31.3
27.3
26.1
28.7
27.7
38.9
29.5
30.8
36.2
29.4
3: Moderately important
%
6.6
5.4
7.2
6.5
7.8
8.3
5.2
5.1
8.7
6.9
2: Limited importance
%
0.6
0.4
.
0.2
0.6
0.8
0.6
.
.
2.5
1: Not important
%
0.3
0.4
.
0.2
.
0.1
0.2
.
.
1.3
Total
N
3190
670
69
649
166
756
465
117
138
160
Ability adapt chnging circumstances
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
62.0
66.1
67.1
68.8
63.9
52.4
64.2
62.4
57.4
56.3
5: Very important
%
4: Important
%
30.9
28.6
28.6
26.2
27.1
38.3
29.7
32.5
35.3
27.5
3: Moderately important
%
6.3
4.5
4.3
4.6
7.2
8.3
5.6
5.1
7.4
13.1
2: Limited importance
%
0.6
0.3
.
0.3
1.8
0.9
0.4
.
.
2.5
1: Not important
%
0.2
0.4
.
0.2
.
0.1
.
.
.
0.6
Total
N
3188
667
70
650
166
758
464
117
136
160
Leadership
and management skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
57.8
62.8
62.9
58.2
67.1
49.8
59.6
73.3
51.4
51.3
5: Very important
%
4: Important
%
30.1
27.5
32.9
30.8
25.0
33.7
30.5
19.8
34.1
28.8
3: Moderately important
%
9.5
7.2
4.3
8.4
5.5
13.2
8.9
6.9
13.0
12.5
2: Limited importance
%
2.1
1.8
.
1.8
2.4
2.9
0.9
.
1.4
6.3
1: Not important
%
0.5
0.8
.
0.8
.
0.4
0.2
.
.
1.3
Total
N
3187
666
70
653
164
757
463
116
138
160
Back
to Means Ratings
Back to Top
Written communication skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
22.8
22.8
27.1
35.6
21.7
15.3
20.9
26.3
10.0
19.5
5: Excellent
%
4: Good
%
55.8
57.9
61.4
51.8
51.8
55.1
59.8
61.0
52.1
55.5
3: Average
%
18.7
17.2
10.0
11.4
24.7
24.2
17.4
11.0
35.7
20.1
2: Fair
%
2.4
1.8
1.4
1.2
1.8
4.2
1.7
1.7
2.1
4.3
1: Poor
%
0.4
0.3
.
.
.
1.2
0.2
.
.
0.6
Total
N
3226
674
70
660
166
764
470
118
140
164
Public speaking, presentation skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
19.2
19.3
33.3
22.0
18.2
13.0
22.0
34.2
18.0
13.4
5: Excellent
%
4: Good
%
44.8
47.0
44.9
43.8
49.1
42.3
46.2
36.8
55.4
39.6
3: Average
%
27.5
25.7
14.5
27.4
26.7
32.5
25.0
24.8
21.6
31.7
2: Fair
%
7.2
6.5
7.2
5.9
5.5
9.7
5.8
4.3
5.0
13.4
1: Poor
%
1.3
1.3
.
0.9
0.6
2.5
1.1
.
.
1.8
Total
N
3215
672
69
658
165
763
468
117
139
164
Comprehension skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
30.6
34.5
28.6
37.5
30.1
25.1
26.4
31.4
18.8
35.4
5: Excellent
%
4: Good
%
53.9
52.8
58.6
52.1
51.8
53.8
58.6
56.8
51.4
52.4
3: Average
%
13.5
11.9
8.6
9.1
14.5
17.6
13.4
11.0
26.8
9.8
2: Fair
%
1.8
0.6
4.3
1.2
3.6
3.0
1.5
0.8
2.9
1.8
1: Poor
%
0.2
0.1
.
.
.
0.5
.
.
.
0.6
Total
N
3215
670
70
658
166
762
469
118
138
164
Listening skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
23.2
27.4
30.0
32.8
22.7
14.2
20.0
22.9
13.7
24.5
5: Excellent
%
4: Good
%
50.0
50.9
52.9
46.9
44.2
48.0
55.1
50.8
54.0
54.6
3: Average
%
22.4
19.5
11.4
18.3
26.4
29.2
21.0
22.9
28.1
19.0
2: Fair
%
3.8
1.9
4.3
1.7
5.5
7.8
3.5
3.4
3.6
1.2
1: Poor
%
0.6
0.3
1.4
0.3
1.2
0.9
0.4
.
0.7
0.6
Total
N
3195
668
70
652
163
761
461
118
139
163
Technical skills/knowledge
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
29.7
35.1
37.1
15.5
28.4
36.8
24.8
44.3
26.7
35.2
5: Excellent
%
4: Good
%
47.6
46.4
47.1
45.8
47.5
49.0
49.2
41.7
48.9
52.2
3: Average
%
18.6
15.9
10.0
30.6
18.5
11.6
22.9
12.2
18.5
11.3
2: Fair
%
3.2
2.1
4.3
6.5
4.3
2.2
2.2
1.7
3.0
1.3
1: Poor
%
0.9
0.5
1.4
1.6
1.2
0.4
0.9
.
3.0
.
Total
N
3125
653
70
631
162
741
459
115
135
159
Ability adapt to chng technology
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
26.2
34.1
46.4
20.2
23.6
22.4
25.6
35.6
23.0
28.2
5: Excellent
%
4: Good
%
43.2
41.1
34.8
40.3
46.1
45.3
46.5
44.1
43.2
44.2
3: Average
%
24.9
20.3
17.4
31.0
20.0
25.7
25.2
17.8
28.1
25.2
2: Fair
%
4.6
3.9
1.4
7.2
8.5
5.3
2.1
2.5
3.6
1.8
1: Poor
%
1.1
0.6
.
1.4
1.8
1.4
0.6
.
2.2
0.6
Total
N
3209
671
69
655
165
760
469
118
139
163
Ability apply sci mthd of inquiry
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
26.6
40.9
25.7
18.9
21.8
33.2
7.8
37.3
7.2
35.0
5: Excellent
%
4: Good
%
42.4
42.8
57.1
35.5
48.5
47.0
43.3
40.7
27.5
46.3
3: Average
%
25.2
15.4
15.7
34.6
22.4
16.1
39.2
21.2
54.3
16.3
2: Fair
%
5.0
0.7
.
9.5
6.7
3.1
8.9
0.8
9.4
1.9
1: Poor
%
0.8
0.1
1.4
1.5
0.6
0.7
0.9
.
1.4
0.6
Total
N
3187
670
70
651
165
753
462
118
138
160
Ability apply math skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
27.3
28.3
40.0
11.0
23.6
42.0
21.8
35.9
4.3
47.9
5: Excellent
%
4: Good
%
42.6
43.9
38.6
37.7
45.5
43.1
48.4
45.3
39.1
37.4
3: Average
%
23.7
22.3
15.7
36.3
22.4
12.0
27.0
17.9
46.4
13.5
2: Fair
%
5.0
4.5
4.3
11.0
6.1
2.6
2.8
0.9
7.2
1.2
1: Poor
%
1.4
1.0
1.4
4.1
2.4
0.3
.
.
2.9
.
Total
N
3206
669
70
656
165
761
467
117
138
163
Find relevant info/ideas multiple srcs
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
34.1
38.8
50.7
40.2
36.1
26.2
29.2
42.2
30.7
28.7
5: Excellent
%
4: Good
%
50.6
47.0
40.6
50.4
47.0
53.1
53.7
50.0
52.9
51.2
3: Average
%
13.3
12.6
7.2
8.7
14.5
16.3
16.0
6.9
15.0
16.5
2: Fair
%
1.7
1.3
1.4
0.6
1.8
3.5
1.1
0.9
1.4
1.8
1: Poor
%
0.4
0.1
.
0.2
0.6
0.8
.
.
.
1.8
Total
N
3215
672
69
657
166
762
469
116
140
164
Bring info/ideas together
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
30.5
34.7
44.9
39.3
28.3
20.1
28.4
37.6
32.9
21.3
5: Excellent
%
4: Good
%
50.6
48.0
44.9
47.2
50.6
53.3
53.7
53.8
53.6
50.6
3: Average
%
16.8
15.5
8.7
12.2
17.5
22.5
17.1
7.7
12.1
26.2
2: Fair
%
1.8
1.8
1.4
1.2
1.8
3.5
0.9
0.9
1.4
0.6
1: Poor
%
0.3
.
.
0.2
1.8
0.5
.
.
.
1.2
Total
N
3216
671
69
657
166
763
469
117
140
164
Thinking creatively
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
25.2
22.8
29.0
30.9
23.5
17.0
19.7
38.5
71.4
17.1
5: Excellent
%
4: Good
%
42.3
44.3
49.3
44.0
42.2
41.8
44.9
36.8
22.9
40.9
3: Average
%
26.3
27.9
20.3
21.3
27.1
31.0
29.7
18.8
5.0
33.5
2: Fair
%
5.5
4.5
1.4
3.8
6.0
8.4
5.6
5.1
0.7
7.9
1: Poor
%
0.7
0.6
.
.
1.2
1.8
0.2
0.9
.
0.6
Total
N
3211
671
69
657
166
759
468
117
140
164
Planning projects
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
26.6
26.8
36.8
29.6
33.1
20.0
24.1
40.2
42.1
18.3
5: Excellent
%
4: Good
%
43.0
45.9
47.1
43.1
42.8
39.8
49.7
35.9
39.3
34.1
3: Average
%
23.5
22.5
13.2
23.4
18.7
26.8
21.1
19.7
15.7
37.2
2: Fair
%
5.5
3.1
2.9
3.5
3.6
10.9
4.3
4.3
2.9
7.3
1: Poor
%
1.4
1.6
.
0.5
1.8
2.5
0.9
.
.
3.0
Total
N
3214
671
68
655
166
764
469
117
140
164
Defining problems
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
24.4
25.3
26.1
25.0
25.9
22.9
19.8
29.1
38.8
21.3
5: Excellent
%
4: Good
%
50.9
51.4
53.6
49.1
44.6
51.4
54.6
53.8
45.3
50.0
3: Average
%
21.0
20.2
18.8
22.4
23.5
20.3
23.0
15.4
15.8
22.6
2: Fair
%
3.2
2.5
1.4
3.2
5.4
4.3
2.3
1.7
.
4.9
1: Poor
%
0.6
0.6
.
0.3
0.6
1.0
0.2
.
.
1.2
Total
N
3217
673
69
656
166
764
469
117
139
164
Solving problems
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
31.6
30.6
33.3
26.9
29.5
37.5
23.7
35.0
48.6
33.5
5: Excellent
%
4: Good
%
50.3
50.6
50.7
49.4
47.6
49.3
56.8
48.7
37.9
53.7
3: Average
%
16.0
17.2
14.5
20.5
18.7
11.7
17.7
12.8
12.9
11.6
2: Fair
%
1.8
1.5
1.4
3.1
3.0
1.1
1.5
3.4
0.7
1.2
1: Poor
%
0.2
0.1
.
0.2
1.2
0.4
0.2
.
.
.
Total
N
3202
670
69
650
166
758
468
117
140
164
Logical reasoning skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
31.2
32.3
37.7
30.4
27.7
35.9
21.9
30.8
32.6
34.4
5: Excellent
%
4: Good
%
48.3
46.4
43.5
46.3
48.2
45.7
59.6
50.4
42.0
50.3
3: Average
%
18.0
19.5
14.5
20.0
19.9
16.1
15.5
17.1
24.6
14.7
2: Fair
%
2.1
1.6
4.3
2.9
3.0
1.6
2.8
1.7
0.7
0.6
1: Poor
%
0.4
0.1
.
0.5
1.2
0.8
0.2
.
.
.
Total
N
3205
668
69
655
166
764
465
117
138
163
Exam probs from mult perspectives
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
26.1
29.4
29.0
32.8
25.5
17.6
20.6
26.5
45.3
23.8
5: Excellent
%
4: Good
%
44.7
42.6
44.9
46.3
45.5
45.6
48.6
43.6
34.5
40.9
3: Average
%
24.0
23.0
21.7
18.0
23.0
28.7
26.7
23.9
17.3
31.1
2: Fair
%
4.3
4.3
2.9
2.7
4.8
6.4
3.4
5.1
2.9
3.7
1: Poor
%
0.8
0.6
1.4
0.2
1.2
1.7
0.6
0.9
.
0.6
Total
N
3206
669
69
655
165
763
465
117
139
164
Ability adjust to new job demands
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
17.3
21.2
20.0
20.2
17.0
12.2
15.9
21.6
10.7
18.6
5: Excellent
%
4: Good
%
44.7
49.6
45.7
41.1
45.5
42.1
49.8
39.7
44.3
39.8
3: Average
%
29.9
23.3
25.7
30.7
24.8
36.2
26.8
28.4
37.9
34.8
2: Fair
%
6.3
4.0
5.7
7.0
9.1
7.1
6.0
7.8
6.4
5.6
1: Poor
%
1.8
1.9
2.9
1.1
3.6
2.4
1.5
2.6
0.7
1.2
Total
N
3203
670
70
655
165
760
466
116
140
161
Working under pressure
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
35.7
36.7
31.4
32.5
33.7
38.5
30.7
36.5
55.0
31.9
5: Excellent
%
4: Good
%
40.8
41.2
41.4
42.7
38.0
39.8
41.8
40.9
35.0
41.3
3: Average
%
18.5
18.0
22.9
20.6
18.1
17.5
20.0
17.4
7.9
21.3
2: Fair
%
4.4
3.6
1.4
4.0
8.4
3.9
6.4
5.2
1.4
4.4
1: Poor
%
0.7
0.6
2.9
0.3
1.8
0.4
1.1
.
0.7
1.3
Total
N
3203
668
70
656
166
762
466
115
140
160
Making decisions under pressure
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
23.5
25.5
22.9
23.4
23.5
21.6
20.6
22.4
36.4
21.9
5: Excellent
%
4: Good
%
40.7
41.1
44.3
38.9
36.1
41.5
43.2
41.4
42.1
37.5
3: Average
%
27.5
27.3
25.7
29.7
30.1
26.4
26.9
30.2
17.1
31.3
2: Fair
%
6.7
4.8
4.3
6.9
7.8
8.8
6.9
5.2
2.9
7.5
1: Poor
%
1.6
1.3
2.9
1.1
2.4
1.7
2.4
0.9
1.4
1.9
Total
N
3196
667
70
653
166
759
465
116
140
160
Ability work independently
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
39.6
46.6
37.1
45.8
37.3
29.2
36.3
36.2
52.1
40.0
5: Excellent
%
4: Good
%
43.2
40.4
45.7
39.4
36.7
49.1
44.6
52.6
38.6
41.3
3: Average
%
14.5
11.2
12.9
12.6
19.3
18.3
16.5
11.2
8.6
15.6
2: Fair
%
2.0
1.5
2.9
2.0
6.0
2.5
1.9
.
.
1.3
1: Poor
%
0.6
0.3
1.4
0.3
0.6
0.9
0.6
.
0.7
1.9
Total
N
3202
670
70
653
166
761
466
116
140
160
Ability work in teams
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
41.8
41.3
51.4
38.3
52.4
41.1
48.2
57.4
24.3
32.3
5: Excellent
%
4: Good
%
40.7
41.8
35.7
39.8
33.5
41.6
39.8
35.7
45.7
46.6
3: Average
%
13.8
13.6
11.4
18.1
11.0
13.7
9.0
6.1
23.6
13.7
2: Fair
%
2.8
2.5
1.4
3.2
3.0
2.5
2.1
0.9
4.3
6.8
1: Poor
%
0.8
0.7
.
0.6
.
1.2
0.9
.
2.1
0.6
Total
N
3200
670
70
653
164
760
467
115
140
161
Ability wrk with ethn/cultr diverse ppl
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
37.1
37.2
45.7
42.0
33.1
34.5
36.2
48.3
25.2
34.2
5: Excellent
%
4: Good
%
36.3
35.5
31.4
34.4
31.9
37.9
39.4
34.5
40.3
36.0
3: Average
%
19.4
19.7
14.3
17.4
23.5
20.5
18.4
14.7
25.2
19.9
2: Fair
%
5.7
6.4
4.3
5.2
6.6
5.4
4.7
2.6
7.2
8.7
1: Poor
%
1.5
1.2
4.3
0.9
4.8
1.7
1.3
.
2.2
1.2
Total
N
3203
670
70
654
166
760
467
116
139
161
Being dependable and punctual
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
29.8
36.5
33.3
32.6
28.9
22.0
30.5
27.6
23.6
31.3
5: Excellent
%
4: Good
%
41.8
40.2
40.6
40.2
41.6
42.6
43.8
50.0
45.0
36.9
3: Average
%
22.5
19.4
20.3
19.3
22.9
28.4
21.2
18.1
25.0
25.6
2: Fair
%
4.7
3.2
2.9
6.4
6.0
5.4
3.2
3.4
5.7
4.4
1: Poor
%
1.3
0.8
2.9
1.5
0.6
1.6
1.3
0.9
0.7
1.9
Total
N
3193
665
69
654
166
760
463
116
140
160
Professionalism
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
24.7
29.0
32.9
26.1
32.5
16.1
28.4
33.3
10.7
24.8
5: Excellent
%
4: Good
%
44.1
44.3
45.7
43.3
36.1
44.9
45.6
45.3
51.4
39.1
3: Average
%
24.7
22.6
14.3
25.0
22.9
29.9
20.9
17.1
30.0
26.7
2: Fair
%
5.3
3.3
4.3
4.6
7.2
7.2
4.7
4.3
6.4
7.5
1: Poor
%
1.2
0.9
2.9
1.1
1.2
1.8
0.4
.
1.4
1.9
Total
N
3214
673
70
656
166
762
469
117
140
161
Conduct work in ethical manner
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
32.8
38.2
38.6
39.4
33.7
22.2
36.1
38.5
16.5
31.1
5: Excellent
%
4: Good
%
44.3
43.9
40.0
40.0
41.0
48.3
44.6
47.0
49.6
42.2
3: Average
%
18.0
14.9
20.0
16.3
20.5
22.1
15.0
12.0
28.1
18.6
2: Fair
%
4.0
2.7
.
4.0
3.6
5.7
3.4
1.7
4.3
6.8
1: Poor
%
0.9
0.3
1.4
0.3
1.2
1.7
0.9
0.9
1.4
1.2
Total
N
3206
672
70
655
166
760
466
117
139
161
Resourcefulness
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
30.2
35.8
42.0
35.0
29.1
23.2
26.3
31.6
32.1
24.4
5: Excellent
%
4: Good
%
46.7
45.2
42.0
44.3
49.7
47.4
50.5
44.4
47.1
48.1
3: Average
%
20.1
17.0
14.5
17.3
17.6
25.0
20.1
23.1
18.6
25.6
2: Fair
%
2.7
1.6
1.4
3.1
3.0
3.7
2.8
0.9
2.1
1.9
1: Poor
%
0.4
0.3
.
0.3
0.6
0.8
0.2
.
.
.
Total
N
3202
670
69
654
165
760
467
117
140
160
Confidence in ability perform well
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
30.0
34.0
38.6
33.7
30.7
24.3
26.4
41.0
22.9
28.6
5: Excellent
%
4: Good
%
41.2
40.1
45.7
41.5
41.6
41.0
44.6
37.6
34.3
41.6
3: Average
%
22.4
20.5
14.3
20.3
16.9
24.7
24.3
20.5
33.6
24.2
2: Fair
%
5.2
4.5
1.4
4.0
9.6
7.8
4.1
0.9
5.0
5.0
1: Poor
%
1.2
0.9
.
0.6
1.2
2.2
0.6
.
4.3
0.6
Total
N
3213
673
70
656
166
761
469
117
140
161
Ability to learn independently
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
36.7
43.7
42.9
40.4
33.7
31.2
31.7
38.5
32.9
36.6
5: Excellent
%
4: Good
%
44.5
41.0
47.1
43.5
42.2
45.5
49.3
43.6
45.7
45.3
3: Average
%
15.6
13.4
8.6
14.1
18.1
18.7
15.8
15.4
17.1
14.3
2: Fair
%
2.9
1.9
1.4
1.7
6.0
4.1
2.6
2.6
4.3
3.1
1: Poor
%
0.3
.
.
0.3
.
0.5
0.6
.
.
0.6
Total
N
3203
671
70
651
166
760
467
117
140
161
Ability to grow on the job
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
23.3
29.1
34.3
25.7
24.7
16.5
20.2
29.3
21.7
21.7
5: Excellent
%
4: Good
%
42.3
42.2
50.0
37.8
39.8
43.3
47.0
43.1
44.9
39.8
3: Average
%
27.6
24.1
11.4
30.0
28.9
30.4
26.8
23.3
26.1
31.7
2: Fair
%
5.4
4.0
1.4
4.7
4.8
8.0
4.7
4.3
6.5
6.2
1: Poor
%
1.3
0.6
2.9
1.7
1.8
1.7
1.3
.
0.7
0.6
Total
N
3200
671
70
653
166
759
466
116
138
161
Willingness accept new resp
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
27.0
33.3
38.6
28.7
32.1
19.8
26.1
32.5
17.9
24.2
5: Excellent
%
4: Good
%
43.2
43.1
41.4
42.7
33.9
44.8
44.0
43.6
52.9
37.9
3: Average
%
24.2
20.0
15.7
24.3
25.5
27.4
24.1
23.1
24.3
30.4
2: Fair
%
4.7
3.1
2.9
3.9
6.1
6.6
5.6
0.9
3.6
6.2
1: Poor
%
0.8
0.4
1.4
0.5
2.4
1.3
0.2
.
1.4
1.2
Total
N
3196
670
70
649
165
756
468
117
140
161
Ability adapt chnging circumstances
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
25.9
32.1
41.4
30.7
23.5
16.9
24.6
31.6
20.9
22.0
5: Excellent
%
4: Good
%
43.6
43.3
38.6
39.7
40.4
46.0
45.9
43.6
52.5
40.3
3: Average
%
25.5
22.3
15.7
26.4
27.1
28.8
24.8
21.4
20.9
32.1
2: Fair
%
4.3
1.6
2.9
3.2
6.6
6.9
4.5
3.4
5.8
5.7
1: Poor
%
0.7
0.6
1.4
.
2.4
1.5
0.2
.
.
.
Total
N
3201
672
70
652
166
758
468
117
139
159
Back to Means Ratings
Leadership and management skills
NCSU
College/School
CALS
CED
CHASS
CNR
COE
COM
COT
Design
PAMS
24.0
29.7
33.3
25.7
27.7
14.5
30.4
31.6
8.6
19.4
5: Excellent
%
4: Good
%
36.4
36.8
31.9
37.7
35.5
33.4
40.7
36.8
34.3
35.0
3: Average
%
27.5
24.2
29.0
28.2
24.1
31.1
22.1
24.8
40.0
31.3
2: Fair
%
9.0
7.6
2.9
6.8
10.2
14.0
5.1
6.8
12.1
11.3
1: Poor
%
3.2
1.6
2.9
1.7
2.4
7.0
1.7
.
5.0
3.1
Total
N
3196
669
69
650
166
758
467
117
140
160
Back to Top
Dr. Nancy Whelchel, Associate Director for Survey Research
Office of Institutional Planning and Research
Box 7002
NCSU
Phone: (919) 515-4184
Email: Nancy_Whelchel@ncsu.edu