| Variable | Survey question |
|---|---|
| Administrative | |
| timestamp | Timestamp |
| Background | |
| gender | What is your gender? |
| double_major | Are you pursuing a double or triple major? |
| hs_class_size | How many people were there in your high school graduating class (approximate if you need to)? |
| hs_perf_arts | Did you participate in performing arts (band, theater, singing group, or other) in high school? |
| states_visited | How many states in the United States have you visited? |
| siblings | How many siblings do you have? |
| Coffee | |
| coffee_drink | Do you regularly drink coffee? (Including coffee drinks like a mocha latte.) |
| coffee_cups_wk | How many cups of coffee (including lattes, etc) do you drink in a week? |
| AI | |
| top_chatbot | Which one of the following chatbots did you use most in the past month? |
| ai_submit | Have you ever submitted coursework that was at least partly generated by AI? |
| ai_detect_conf | On a 1 – 7 scale, how confident are you that you can detect AI-generated text? (1 = Not confident at all, 7 = Extremely confident) |
| ai_brain_ok | Do you believe using AI for brainstorming ideas is ethically acceptable in your classes? |
| ai_jobs_outlook | Which best describes your current attitude toward AI’s impact on future jobs in your field? |
| ai_elect_lik | How likely are you to enroll in an elective that teaches practical AI skills? (1 = Extremely unlikely, 7 = Extremely likely) |
| last_ai_role | In the last writing assignment you completed, what role did AI play? Select all that apply. |
| ai_helpful | Rate how helpful AI has been to your learning so far. (1 = Not helpful, 7 = Extremely helpful) |
| ai_acad_integr | Do you worry that AI could compromise academic integrity at Hope? |
| ai_prompts_7d | In the last seven days, approximately how many separate prompts or queries did you submit to any AI chatbot? (Enter a number ≥ 0) |
| ai_time_save_wk | Roughly how many minutes per week do you believe AI tools save you on homework compared with not using them? |
| Everyday Life | |
| haircut_cost | How much did you pay for your last haircut including any costs for other hair treatments received? |
| sleep_weeknight | How much sleep do you typically get on a school night to the nearest quarter hour? |
| greek_member | Are you a member of a fraternity or sorority? |
| personality | How would you classify your personality type? |
| year_at_hope | What year are you in at Hope? |
| nap_past3d | Have you taken a nap in the past 3 days? |
| living_where | Where are you currently living? |
| exercise_min | How many MINUTES did you exercise yesterday? |
| ate_breakfast | Did you eat breakfast today? |
| height_in | What is your height in inches? (Remember 5 ft = 60 in and 6 ft = 72 in.) |
| height_ideal_in | If you could magically change your height, how tall would you be in inches? (Remember 5 ft = 60 in and 6 ft = 72 in.) |
| superpower | If you could have one of the following super powers, which would you choose? |
| stats_self_rank | Where do you think your statistical ability falls among those taking the same Statistics class as you this semester at Hope College? |
| wearing_now | Which of these are you wearing now? |
| Driving & Texting | |
| self_describe_drv | As a driver, I consider myself (an above average driver, an average driver, or a below average driver) |
| drive_accidents | How many accidents have you been in when driving? |
| text_while_drv | How often do you text while driving? |
| texts_yday | Approximately how many texts did you send yesterday on your phone? |
| Social Media | |
| instagram_user | Do you have an Instagram account and use it at least occasionally? |
| ig_following | How many accounts are you following on Instagram? (Write 0 if you don’t have an Instagram account.) |
| ig_followers | How many people follow you on Instagram? (Write 0 if you don’t have an Instagram account.) |
| x_user | Do you have an X (formerly Twitter) account and use it at least occasionally? |
| x_following | How many accounts are you following on X (formerly Twitter)? (Write 0 if you don’t have an X account.) |
| x_followers | How many accounts follow you on X (formerly Twitter)? (Write 0 if you don’t have an X account.) |
| tiktok_user | Do you have a TikTok account and use it at least occasionally? |
| tt_following | How many accounts are you following on TikTok? (Write 0 if you don’t have a TikTok account.) |
| tt_followers | How many people follow you on TikTok? (Write 0 if you don’t have a TikTok account.) |
| facebook_user | Do you have a Facebook account and use it at least occasionally? |
| fb_friends | How many Facebook friends do you have? (Write 0 if you don’t have a Facebook account.) |
| More About You | |
| handedness | Are you right-handed or left-handed? |
| gp_born_abroad | Do you have at least one grandparent who was born outside of the U.S.? |
| languages_num | How many languages are you proficient in? |
| job_this_sem | Are you working at a job this semester? |
| Politics | |
| pol_leaning | What is your political leaning? |
| pol_party | What political party do you most identify with? |
Class Survey Variable Key
Short variable names and the original survey question for each column in the class survey dataset
Early in the semester, every student in Math 115 and Math 219 is asked to fill out the class survey. We use the responses as a dataset throughout the semester in labs, examples, and practice problems.
To keep the dataset manageable in Jamovi, each survey question is stored under a short variable name. The table below lists each variable name with its original survey question, in the same order as the columns in the dataset.