Academic Integrity/Misconduct Prevention

Winter/Spring Quarters: Integrity by Design 

  • Update course design to reduce the temptation and opportunity for students to commit misconduct. Build in frequent, low-stakes assessments and make sure that major assessments are as secure and verifiable as possible. Request a consultation with an instructional designer (tlc@ucsc.edu) to discuss these matters.
  • Add an Academic Integrity Overview slide to your summer Canvas shell or insert our sample slide. The goal is to outline expectations (which helps communicate to students that integrity matters – to you, and to them) and the subsequent steps you will take when you suspect misconduct (which builds transparency and makes the work of following up easier and more straightforward for everyone involved). 
  • Include a summer-specific syllabus statement about uses and potential misuses of generative AI, what ethical and responsible collaboration looks like, and what the consequences (academic penalties) will be when students fail to follow expectations.

Utilize the TLC Drafting a Generative AI-Use Policy for Your Course and Building Frequent Low-stakes Assessments for sample language, or contact tlc@ucsc.edu or aio@ucsc.edu for individual support. 

One Week Before Your Course Starts

  • Set the tone early. With accelerated summer courses, everything moves quickly. Upfront clarity and communication can help prevent issues later (at the very least, it will make following up more straightforward).
  • Email your roster with a short introduction and attach your syllabus, along with a reminder of expectations.

First Day or Week of Class (dependent on modality)

  • Reiterate university policy as well as your class-specific rules for academic integrity in the first live, Canvas, or video-based announcement. Include expectations about how generative AI fits, or doesn’t fit, into this approach.
  • Ask students to acknowledge that they have read and understand these expectations. (A Canvas quiz is a good way to do this.)

See resources above and consider contacting aio@ucsc.edu for support. In Summer 2026, AIO will pilot a virtual 10-minute class visit program for synchronous hybrid courses on a first-come, first-served basis.

Quick Summer Strategies to Make Assessments (More) Secure

  • For Canvas Online Discussions – require an initial post before seeing others’ posts
  • For Canvas Quizzes/Exams
    • Use shuffle questions and shuffle answers 
    • Set tight completion windows instead of all-day access 
    • Enable one-question-at-a-time with no backtracking.
    • Use question banks to auto-generate unique versions.
    • Add a short reflection question at the end to disrupt copy/paste behavior.
  • For Essay/Written Assignments
    •  Include a brief reflection on process or tools used.
    •  Require outline or thinking step before final submission.
    • Tie prompts to class-specific, personally relevant, or local examples to reduce AI applicability.
  • For STEM/Problem Sets (Gradescope & Canvas)
    • Use parameter randomization or numeric variants.
    • Allow handwritten or photo-upload work to individualize responses.
    • Prompt students to show how they arrived at an answer, not just the final output.

Available Tools to Pair with Prevention Strategies

ToolBest Use ForSummer Tip
GradescopeCourses that use problem sets, any paper-based assessment, any exams that could be administered with ScantronUse “Create Variants” for finals to prevent coordination.
ProctorU (by request)Timed exams in Canvas or other digital platformsEmail the Teaching and Learning Center for more information
Zoom proctoringTimed exams, paper-based assessmentsUse TAs or readers to proctor smaller groups of students

When You Suspect Misconduct

  • Notify the student(s) involved about your concerns and ultimately, unless you learn something that convinces you no misconduct occurred, file reports through academic misconduct resolution process
  • Reporting: The reporting threshold listed in academic integrity policy requires that instructors investigate all reasonable suspicions of potential misconduct,* with supporting evidence forwarded to the Academic Integrity Office for further review and follow-up.
  • *Starting Fall 2025, ‘investigate’ no longer requires synchronous (in-person, Zoom) meeting with student(s) involved; it can entail a written (email) exchange where you give student(s) a chance to address your concerns and/or ask them to describe how they completed the assignment(s)/assessment(s) in question. 
  • Feel free to contact the Academic Integrity Office for informal, confidential consultation on any questions or concerns: aio@ucsc.edu.
  • Academic Misconduct: Self-Care for Instructors

Last modified: Oct 31, 2025