Item	Variable	Responses	
Item 1	
1. Did you begin college at this college or elsewhere?	ENTER	1 = Started here	
		2 = Started elsewhere	
Item 2	
2. Thinking about this current academic term, how would you characterize your enrollment at this college?	ENRLMENT	1 = Part-time	
		2 = Full-time	
Item 3	
3. Have you taken this survey in another class this academic term?	TAKEB4	0 = No	
		1 = Yes	
Item 4: In your experiences at this college during the current academic year, about how often have you done each of the following?	
4a. Asked questions in class or contributed to class discussions [ACTCOLL]	CLQUEST	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4b. Made a class presentation [ACTCOLL]	CLPRESEN	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4c. Prepared two or more drafts of a paper or assignment before turning it in [STUEFF]	REWROPAP	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4d. Worked on a paper or project that required integrating ideas or information from various sources [STUEFF]	INTEGRAT	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4e. Come to class without completing readings or assignments [STUEFF]	CLUNPREP	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	

Item	Variable	Responses	
Item 4: In your experiences at this college during the current academic year, about how often have you done each of the following?	
4f. Worked with other students on projects during class [ACTCOLL]	CLASSGRP	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4g. Worked with classmates outside of class to prepare class assignments [ACTCOLL]	OCCGRP	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4h. Tutored or taught other students (paid or voluntary) [ACTCOLL]	TUTOR	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4i. Participated in a community-based project (service-learning activity) as part of a regular course [ACTCOLL]	PARTICCBP	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4j. Used e-mail to communicate with an instructor [STUFAC]	EMAIL	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4k. Discussed grades or assignments with an instructor [STUFAC]	FACGRADE	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4l. Talked about career plans with an instructor or advisor [STUFAC]	FACPLANS	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4m. Discussed ideas from your readings or classes with instructors outside of class [STUFAC]	FACIDEAS	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	

Item	Variable	Responses	
Item 4: In your experiences at this college during the current academic year, about how often have you done each of the following?	
4n. Received prompt feedback (written or oral) from instructors on your performance [STUFAC]	FACFEED	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4o. Worked harder than you thought you could to meet an instructor's standards or expectations [ACCHALL]	WORKHARD	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4p. Worked with instructors on activities other than coursework [STUFAC]	FACOTH	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4q. Discussed ideas from your readings or classes with others outside of class (students, family members, co-workers, etc.) [ACTCOLL]	OOCIDEAS	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4r. Had serious conversations with students who differ from you	CONVSTUDIFF	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
4s. Skipped class	SKIPCLAS	1 = Never	
		2 = Sometimes	
		3 = Often	
		4 = Very often	
Item 5: During the current academic year, how much has your coursework at this college emphasized the following mental activities?	
5a. Memorizing facts, ideas, or methods from your courses and readings so you can repeat them in pretty much the same form	MEMORIZE	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
5b. Analyzing the basic elements of an idea, experience, or theory [ACCHALL]	ANALYZE	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	

Item	Variable	Responses	
Item 5: During the current academic year, how much has your coursework at this college emphasized the following mental activities?	
5c. Forming a new idea or understanding from various pieces of information [ACCHALL]	NEWIDEAS	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
5d. Making judgements about the value or soundness of information, arguments, or methods [ACCHALL]	EVALUATE	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
5e. Applying theories or concepts to practical problems or in new situations [ACCHALL]	APPLYING	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
5f. Using information you have read or heard to perform a new skill [ACCHALL]	PERFORM	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
Item 6: During the current academic year, how much reading and writing have you done at this college?	
6a. Number of assigned textbooks, manuals, books, or packets of course readings [ACCHALL]	ASSIGREAD	0 = None	
		1 = 1–4	
		2 = 5–10	
		3 = 11–20	
		4 = More than 20	
6b. Number of books read on your own (not assigned) for personal enjoyment or academic enrichment [STUEFF]	BKREADOWN	0 = None	
		1 = 1–4	
		2 = 5–10	
		3 = 11–20	
		4 = More than 20	
6c. Number of written papers or reports of any length [ACCHALL]	NUMPAPRRPTS	0 = None	
		1 = 1–4	
		2 = 5–10	
		3 = 11–20	
		4 = More than 20	

Item	Variable	Responses	
Item 7	
7. Mark the response that best represents the extent to which your examinations during the current academic year have challenged you to do your best work at this college [ACCHALL]	CHALNGXAM	1 = Extremely easy	
		2 = (2)	
		3 = (3)	
		4 = (4)	
		5 = (5)	
		6 = (6)	
		7 = Extremely challenging	
Item 8: Which of the following have you done, or are you currently doing at this college?	
8a. Internship, field experience, co-op experience, or clinical assignment	DONEINTRN	0 = No	
		1 = Yes	
8b. An English course taught specifically for students whose first language is not English (ESL, ESOL)	DONEESL	0 = No	
		1 = Yes	
8c. Developmental/remedial reading course (also referred to as Basic Skills, College Prep, etc.)	DONEDEVRD	0 = No	
		1 = Yes	
8d. Developmental/remedial writing course (also referred to as Basic Skills, College Prep, etc.)	DONEDEVWR	0 = No	
		1 = Yes	
8e. Developmental/remedial math course (also referred to as Basic Skills, College Prep, etc.)	DONEDEVMT	0 = No	
		1 = Yes	
8f. Honors course	DONEHNRS	0 = No	
		1 = Yes	
Item 9: How much does this college emphasize the following?	
9a. Encouraging you to spend significant amounts of time studying [ACCHALL]	ENVSCHOL	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
9b. Providing the support you need to help you succeed at this college [SUPPORT]	ENVSUPRT	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
9c. Encouraging contact among students from different economic, social, and racial or ethnic backgrounds [SUPPORT]	ENVDIVRS	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	

Item	Variable	Responses	
Item 9: How much does this college emphasize the following?	
9d. Helping you cope with your non-academic responsibilities (work, family, etc.) [SUPPORT]	ENVNACAD	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
9e. Providing the support you need to thrive socially [SUPPORT]	ENVSOCAL	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
9f. Providing the financial support you need to afford your education [SUPPORT]	FINSUPP	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
Item 10: About how many hours do you spend in a typical 7-day week doing each of the following?	
10a. Preparing for class (studying, reading, writing, rehearsing, doing homework, etc.) [STUEFF]	ACADPR01	0 = None	
		1 = 1–5	
		2 = 6–10	
		3 = 11–20	
		4 = 21–30	
		5 = More than 30	
10b. Working for pay	PAYWORK	0 = None	
		1 = 1–5	
		2 = 6–10	
		3 = 11–20	
		4 = 21–30	
		5 = More than 30	
10c. Participating in college-sponsored activities (organizations, campus publications, student government, intramural sports, etc.)	PARTICXCUR	0 = None	
		1 = 1–5	
		2 = 6–10	
		3 = 11–20	
		4 = 21–30	
		5 = More than 30	

Item	Variable	Responses	
Item 10: About how many hours do you spend in a typical 7-day week doing each of the following?	
10d. Providing care for dependents living with you (parents, children, spouse, etc.)	CAREDE01	0 = None	
		1 = 1–5	
		2 = 6–10	
		3 = 11–20	
		4 = 21–30	
		5 = More than 30	
10e. Commuting to and from classes	COMMUTE	0 = None	
		1 = 1–5	
		2 = 6–10	
		3 = 11–20	
		4 = 21–30	
		5 = More than 30	
Item 11: How much has your experience at this college contributed to your knowledge, skills, and personal development in the following areas?	
11a. Acquiring job- or work-related knowledge and skills	GNWORK	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11b. Writing clearly and effectively	GNWRITE	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11c. Speaking clearly and effectively	GNSPEAK	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11d. Thinking critically and analytically	GNANALY	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11e. Solving numerical problems	GNSOLVE	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	

Item	Variable	Responses	
Item 11: How much has your experience at this college contributed to your knowledge, skills, and personal development in the following areas?	
11f. Working effectively with others	GNOTHERS	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11g. Learning effectively on your own	GNINQ	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11h. Developing clearer career goals	GNCARGOAL	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
11i. Gaining information about career opportunities	GNGAINCAR	1 = Very little	
		2 = Some	
		3 = Quite a bit	
		4 = Very much	
Item 12.1: How often have you used the following services during the current academic year?	
12.1a. Academic advising/planning [SUPPORT]	FREQACAD	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1b. Career counseling [SUPPORT]	FREQCACOU	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1c. Job placement assistance	FREQJOBPL	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1d. Peer or other tutoring [STUEFF]	FREQTUTOR	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	

Item	Variable	Responses	
Item 12.1: How often have you used the following services during the current academic year?	
12.1e. Skill labs (writing, math, etc.) [STUEFF]	FREQLAB	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1f. Child care	FREQCHLD	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1g. Financial aid advising	FREQFAADV	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1h. Computer lab [STUEFF]	FREQCOMLB	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1i. Student organizations	FREQSTORG	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1j. Transfer advising/planning	FREQTRADV	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1k. Library resources and services	FREQLIB	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
12.1l. Services for students with disabilities	FREQDISABSVC	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	

Item	Variable	Responses	
Item 12.1: How often have you used the following services during the current academic year?	
12.1m. Services for active military and veterans	FREQMILSVCS	0 = Never	
		1 = 1 time	
		2 = 2–4 times	
		3 = 5 or more times	
Item 12.2 (If respondent answered they had used the following services during the current academic year AT LEAST ONCE): How satisfied are you with the services?	
12.2a. Academic advising/planning	SATACAD	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2b. Career counseling	SATCACOU	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2c. Job placement assistance	SATJOBPL	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2d. Peer or other tutoring	SATTUTOR	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2e. Skill labs (writing, math, etc.)	SATLAB	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2f. Child care	SATCHLD	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2g. Financial aid advising	SATFAADV	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	

Item	Variable	Responses	
Item 12.2 (If respondent answered they had used the following services during the current academic year AT LEAST ONCE): How satisfied are you with the services?	
12.2h. Computer lab	SATCOMLB	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2i. Student organizations	SATSTORG	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2j. Transfer advising/planning	SATTRADV	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2k. Library resources and services	SATLIB	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2l. Services for students with disabilities	SATDISABSVC	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
12.2m. Services for active military and veterans	SATMILSVCS	0 = Not at all	
		1 = Somewhat	
		2 = Very	
		99 = N.A.	
Item 12.3: How important are the services to you at this college?	
12.3a. Academic advising/planning	IMPACAD	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3b. Career counseling	IMPCACOU	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3c. Job placement assistance	IMPJOBPL	1 = Not at all	
		2 = Somewhat	
		3 = Very	

Item	Variable	Responses	
Item 12.3: How important are the services to you at this college?	
12.3d. Peer or other tutoring	IMPTUTOR	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3e. Skill labs (writing, math, etc.)	IMPLAB	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3f. Child care	IMPCHLD	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3g. Financial aid advising	IMPFAADV	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3h. Computer lab	IMPCOMLB	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3i. Student organizations	IMPSTORG	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3j. Transfer advising/planning	IMPTRADV	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3k. Library resources and services	IMPLIB	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3l. Services for students with disabilities	IMPDISABSVC	1 = Not at all	
		2 = Somewhat	
		3 = Very	
12.3m. Services for active military and veterans	IMPMILSVCS	1 = Not at all	
		2 = Somewhat	
		3 = Very	

Item	Variable	Responses	
Item 13	
13. During the current academic term at this college, I completed registration before the first class session(s).	COMPLREG	0 = No; I was not registered for any of my courses before the first class session(s)	
		1 = Partly; I was registered for some of my courses before the first class session(s)	
		2 = Mostly; I was registered for most of my courses before the first class session(s)	
		3 = Yes; I was registered for all of my courses before the first class session(s)	
Item 14	
14. The one response that best describes my experience with orientation when I first came to this college is:	EXPORIENT	0 = I was unable to participate in orientation due to scheduling or other issues	
		1 = I was not aware of a college orientation	
		2 = I enrolled in an orientation course as part of my course schedule during my first academic term	
		3 = I attended an on-campus orientation prior to the beginning of classes	
		4 = I took part in an online orientation prior to the beginning of classes	
Item 15	
15. During my first academic year at this college, I participated in a first-year experience program.	PARTICFYE	0 = No	
		1 = Yes	
Item 16	
16. During my first academic term at this college, I participated in an organized learning community (a formal program in which groups of students take two or more classes together).	PARTICLRNC	0 = No	
		1 = Yes	
Item 17	
17. During my first academic term at this college, I participated in a student success course (a course that teaches the skills needed to succeed in college).	PARTICSSC	0 = No	
		1 = Yes	
Item 18	
18. I was told that I should enroll in a developmental/remedial course (also referred to as Basic Skills, College Prep, etc.) in my first academic term at this college, and I…	TOLDENRDEV	0 = Did not enroll in any of these courses	
		1 = Did enroll in one of these courses	
		2 = Did enroll in more than one of these courses	
		99 = N.A.	

Item	Variable	Responses	
Item 19	
19. During the current academic term at this college, my instructors clearly explained a class attendance policy that specified how many classes I could miss without a penalty.	ATTNDPOLICY	0 = None of my instructors explained a class attendance policy	
		1 = Some of my instructors explained a class attendance policy	
		2 = Most of my instructors explained a class attendance policy	
		3 = All of my instructors explained a class attendance policy	
Item 20	
20. Before the end of my first academic term at this college, an advisor helped me develop an academic plan (a personalized plan with a defined sequence of courses for completing a college certificate or degree and/or for transferring to a 4-year college or university).	DEVACADPLN	0 = No	
		1 = Yes	
		97 = I'm still in my first academic term; I have not yet developed an academic plan.	
Item 21	
21. Someone at this college contacts me if I am struggling with my studies to help me get the assistance I need.	STRGLASSIST	0 = No	
		1 = Yes	
		99 = N.A.	
Item 22	
22. During the current academic year at this college, I have participated in supplemental instruction/supplemental learning (extra class sessions with the instructor or an experienced student).	PARTICSI	0 = Never	
		1 = Less than 1 time a week	
		2 = 1–2 times a week	
		3 = 3–4 times a week	
		4 = More than 4 times a week	
Item 23: How likely is it that the following issues would cause you to withdraw from class or from this college?	
23a. Working full-time	WRKFULL	1 = Not likely	
		2 = Somewhat likely	
		3 = Likely	
		4 = Very likely	
23b. Caring for dependents	CAREDEP	1 = Not likely	
		2 = Somewhat likely	
		3 = Likely	
		4 = Very likely	
23c. Academically unprepared	ACADUNP	1 = Not likely	
		2 = Somewhat likely	
		3 = Likely	
		4 = Very likely	

Item	Variable	Responses	
Item 23: How likely is it that the following issues would cause you to withdraw from class or from this college?	
23d. Lack of finances	LACKFIN	1 = Not likely	
		2 = Somewhat likely	
		3 = Likely	
		4 = Very likely	
23e. Transfer to a 4-year college or university	TRANSFER	1 = Not likely	
		2 = Somewhat likely	
		3 = Likely	
		4 = Very likely	
Item 24	
24. How supportive are your friends of your attending this college?	FRNDSUPP	1 = Not very	
		2 = Somewhat	
		3 = Quite a bit	
		4 = Extremely	
Item 25	
25. How supportive is your immediate family of your attending this college?	FAMSUPP	1 = Not very	
		2 = Somewhat	
		3 = Quite a bit	
		4 = Extremely	
Item 26: Indicate which of the following are your reasons/goals for attending this college.	
26a. Complete a certificate program	GOALCERT	0 = No	
		1 = Yes	
26b. Obtain an associate degree	GOALAA	0 = No	
		1 = Yes	
26c. Transfer to a 4-year college or university	GOALTR4YR	0 = No	
		1 = Yes	
26d. Obtain or update job-related skills	GOALJOBSKILL	0 = No	
		1 = Yes	
26e. Change careers	GOALCHGCAR	0 = No	
		1 = Yes	
26f. Self-improvement/personal enjoyment	GOALSELFIMP	0 = No	
		1 = Yes	
Item 27: Indicate which of the following are sources you use to pay for your tuition at this college.	
27a. My own income/savings	PAYOWNINC	1 = Not a source	
		2 = Minor source	
		3 = Major source	

Item	Variable	Responses	
Item 27: Indicate which of the following are sources you use to pay for your tuition at this college.	
27b. Income/savings from family	PAYFAM	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27c. Employer contributions	PAYEMPLOYER	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27d. Active military or veterans benefits	PAYMILBEN	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27e. Grants	PAYGRANT	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27f. Scholarships	PAYSCHOL	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27g. Student loans (bank, etc.)	PAYSTULOANS	1 = Not a source	
		2 = Minor source	
		3 = Major source	
27h. Public assistance	PAYPUBASSIST	1 = Not a source	
		2 = Minor source	
		3 = Major source	
Item 28	
28. When do you plan to take classes at this college again?	WHENTKAGN	1 = I will accomplish my goal(s) during this academic term and will not be returning	
		2 = I have no current plan to return	
		3 = Within the next 12 months	
		4 = Uncertain	

Item	Variable	Responses	
Item 29	
29. At this college, in what range is your overall college grade point average (GPA)?	COLGPA	1 = D or lower	
		2 = C	
		3 = B	
		4 = A	
		97 = I do not have a GPA at this college	
Item 30	
30. In what range was your overall high school grade point average (GPA)?	HSGPA	1 = D or lower	
		2 = C	
		3 = B	
		4 = A	
		98 = I do not remember	
Item 31	
31. When do you most frequently take classes at this college?	TIMCLASS	1 = Day classes (morning or afternoon)	
		2 = Evening classes	
		3 = Weekend classes	
Item 32: During the current academic term, how many classes are you taking…	
32a. Face-to-face (a class in which all instruction is face-to-face in a classroom)	NUMCLF2F	0 = None	
		1 = 1	
		2 = 2	
		3 = 3	
		4 = 4	
		5 = 5 or more	
32b. Online (a class in which all instruction is online)	NUMCLOL	0 = None	
		1 = 1	
		2 = 2	
		3 = 3	
		4 = 4	
		5 = 5 or more	

Item	Variable	Responses	
Item 32: During the current academic term, how many classes are you taking…	
32c. Hybrid (a class that is a mixture of face-to-face and online instruction)	NUMCLHYB	0 = None	
		1 = 1	
		2 = 2	
		3 = 3	
		4 = 4	
		5 = 5 or more	
Online Survey Item	
If you are taking any online classes this academic term at this college, how are they delivered?	ONLINE_MODE*	1 = All of my online classes are delivered live in real time	
		2 = Some of my online classes are delivered live in real time	
		3 = None of my online classes are delivered live in real time	
		4 = I am not taking online classes this academic term at this college	
Online Survey Item	
Prior to this academic term, had you ever taken any online classes (classes in which all instruction is online) at this college?	PRIORONLINE*	0 = No	
		1 = Yes	
Online Survey Item	
Prior to this academic term, had you ever taken any hybrid classes (classes that are a mixture of face-to-face and online instruction) at this college?	PRIORHYBRID*	0 = No	
		1 = Yes	
Item 33	
33. How many total credit hours have you earned at this college, not counting the courses you are currently taking this academic term?	TOTCREARND	0 = None	
		1 = 1–14 credits	
		2 = 15–29 credits	
		3 = 30–44 credits	
		4 = 45–60 credits	
		5 = Over 60 credits	
Item 34	
34. How many total academic terms have you been enrolled at this college?	TOTTERMS	1 = This is my first academic term	
		2 = This is my second academic term	
		3 = This is my third or fourth academic term	
		4 = This is my fifth or sixth academic term	
		5 = I have been enrolled more than six academic terms	

Item	Variable	Responses	
Item 35	
35. Would you recommend this college to a friend or family member?	RECOMMEN	0 = No	
		1 = Yes	
Item 36	
36. How would you evaluate your overall educational experience at this college?	OVRALLEXPER	1 = Poor	
		2 = Fair	
		3 = Good	
		4 = Excellent	
Item 37	
37. Do you have children who live with you and depend on you for their care?	CHILDREN	0 = No	
		1 = Yes	
Item 38	
38. Mark your age group.	AGENEW	1 = Under 18	
		2 = 18–19	
		3 = 20–21	
		4 = 22–24	
		5 = 25–29	
		6 = 30–39	
		7 = 40–49	
		8 = 50–64	
		9 = 65+	
Item 39	
39. Your gender identity:	GENDER	1 = Man	
		2 = Woman	
		3 = Other	
		95 = I prefer not to respond	
Item 40	
40. Are you married?	MARRIED	0 = No	
		1 = Yes	
Item 41	
41. Is English your native (first) language?	ENGFIRST	0 = No	
		1 = Yes	
Item 42	
42. Are you a current or former member of the U.S. Armed Forces, Reserves, or National Guard?	MILITARY	0 = No	
		1 = Yes	

Item	Variable	Responses	
Item 43	
43. Are you an international student or non-resident alien?	INTRNATSTU	0 = No	
		1 = Yes	
Item 44	
44. Are you a student-athlete on a team sponsored by this college's athletics department?	STUATHLETE	0 = No	
		1 = Yes	
Item 45: What is your racial or ethnic identification? (Mark all that apply)	
45a. American Indian or Alaska Native	RACETHAMIND	0 = Not marked	
		1 = Marked	
45b. Asian	RACETHAS	0 = Not marked	
		1 = Marked	
45c. Black or African American	RACETHAA	0 = Not marked	
		1 = Marked	
45d. Hispanic or Latino	RACETHLAT	0 = Not marked	
		1 = Marked	
45e. Native Hawaiian	RACETHHI	0 = Not marked	
		1 = Marked	
45f. Pacific Islander (non-Native Hawaiian)	RACETHPI	0 = Not marked	
		1 = Marked	
45g. White	RACETHWH	0 = Not marked	
		1 = Marked	
45h. Other	RACETHOTHR	0 = Not marked	
		1 = Marked	
45i. I prefer not to respond	RACETHNO	0 = Not marked	
		1 = Marked	
Item 46	
46. What is the highest academic credential you have earned?	HIGHESTED	0 = None	
		1 = GED	
		2 = High school diploma	
		3 = Vocational/technical certificate	
		4 = Associate degree	
		5 = Bachelor's degree	
		6 = Master's/doctoral/professional degree	
Item 47: Who in your family has attended at least some college?  (Mark all that apply)	
47a. Mother	SOMECOLMO	0 = Not marked	
		1 = Marked	

Item	Variable	Responses	
Item 47: Who in your family has attended at least some college?  (Mark all that apply)	
47b. Father	SOMECOLFA	0 = Not marked	
		1 = Marked	
47c. Brother/Sister	SOMECOLSIB	0 = Not marked	
		1 = Marked	
47d. Child	SOMECOLCHLD	0 = Not marked	
		1 = Marked	
47e. Spouse/Partner	SOMECOLSP	0 = Not marked	
		1 = Marked	
47f. Legal Guardian	SOMECOLGUAR	0 = Not marked	
		1 = Marked	
47g. No one	SOMECOLNONE	0 = Not marked	
		1 = Marked	
Item 48	
48. Using the list provided, please fill in the bubbles that correspond to the code indicating your program, major, or pathway of study. In the top row, indicate the first number in the program code. In the bottom row, indicate the second number in the program code.	MJRCODE	If your college used the Standard CCSSE program code sheets, please refer to the CCSSE Program Code Sheet	
48. Custom name of program, major, or pathway of study provided by college.	MJRCODE_TEXT*		

Item	Variable	Responses	
The items below are the five CCSSE special-focus items for 2023.	
1. How many college credits have you received for prior work experience or industry credential?	COLLQ8681	1 = None	
		2 = 1-3	
		3 = 4-6	
		4 = 7-9	
		5 = Ten or more	
2. How much has your coursework at this college provided information about the skills you will need in your chosen career path?	COLLQ8682	1 = Not at all	
		2 = Very little	
		3 = Somewhat	
		4 = Very much	
		5 = I have not chosen a career path	
3. How much has your experience at this college contributed to your knowledge about which jobs are most in demand in your local labor market or area?	COLLQ8683	1 = Not at all	
		2 = Very little	
		3 = Somewhat	
		4 = Very much	
4. How much has this college helped you learn about the average earnings for your chosen career path?	COLLQ8684	1 = Not at all	
		2 = Very little	
		3 = Somewhat	
		4 = Very much	
		5 = I have not chosen a career path	
5. Of the following, which do you rely on the most for information about your chosen career path?	COLLQ8685	1 = Instructors	
		2 = Advisors/Counselors	
		3 = Friends or family	
		4 = Current employer	
		5 = I have not chosen a career path	

Item	Variable	Responses	
The items below are derived CCSSE variables.	
Taken or plan to take developmental coursework/Have not taken and do not plan to take developmental coursework	DEVED	0 = Non-developmental	
		1 = Developmental	
Traditional/nontraditional-age students	TRADAGE	0 = Nontraditional-age	
		1 = Traditional-age	
First-generation/not first-generation students	FIRSTGEN	0 = Not first-generation	
		1 = First-generation	
Credit hours completed	CREDIT	1 = 0 to 29 credits	
		2 = 30+ credits	
Race/Ethnicity	RACE_ETH	1 = American Indian or Alaska Native	
		2 = Asian	
		3 = Black or African American	
		4 = Hispanic or Latino	
		5 = Native Hawaiian	
		6 = Pacific Islander (non-Native Hawaiian)	
		7 = White	
		8 = Other	
		9 = 2 or more	
		10 = I prefer not to respond	
Not online-only/online-only students	ONLINE_ONLY	0 = Not online-only	
		1 = Online-only	
Credential/not credential-seeking	CREDENTIAL	0 = Not credential-seeking	
		1 = Credential-seeking	
Record in primary sample or oversample	PSAMPLE	0 = Oversample	
		1 = Primary sample	

Item	Variable	Responses	
The items below are the calculated weights and raw benchmarks.	
Institutional weight based on proportions of full-time men, full-time women, part-time men and part-time women in the primary sample	IWEIGHT		
Institutional weight based on proportions of full-time and part-time enrollment in the primary sample	IWEIGHT_ENRL		
The items below are the calculated weights and raw benchmarks.	
Raw active and collaborative learning benchmark score	ACTCOLL		
Raw student effort benchmark score	STUEFF		
Raw academic challenge benchmark score	ACCHALL		
Raw student-faculty interaction benchmark score	STUFAC		
Raw support for learners benchmark score	SUPPORT		
The items below are standardized benchmarks (i.e. standardized across the cohort to have a mean of 50 and standard deviation of 25 at the respondent level).	
Standardized active and collaborative learning benchmark score	ACTCOLL_STD		
Standardized student effort benchmark score	STUEFF_STD		
Standardized academic challenge benchmark score	ACCHALL_STD		
Standardized student-faculty interaction benchmark score	STUFAC_STD		
Standardized support for learners benchmark score	SUPPORT_STD