Use AI to Generate Assessment Ideas

The following is a list of possible ways faculty assess student learning outcomes:

  1. Multiple-choice questions
  2. Short-answer questions
  3. Case studies
  4. Scenarios
  5. Simulations
  6. Problem-based tasks
  7. Oral Exams: Chronicle article
  8. Project prompts
  9. Rubrics
  10. Assessing process vs. product
  11. Produce multiple versions of assessments
  12. Generate examples of student work for analysis

Try This: Choose one of the following examples, based on your discipline and/or your interest.


Climate Change
Launch Copilot and type in the following prompt:  
“Create 10 higher-order thinking questions aligned to Bloom’s Taxonomy for a university-level course on climate change.  Include answer keys and rationales.  Validate all AI-generated content.”




MBA Leadership
Launch Copilot and type in the following prompt: 
“Act as a disciplinary expert and assessment designer. Design a case-based assessment for graduate students in an MBA leadership course.  Students should analyze a complex workplace conflict involving leadership, communication, and organizational culture.”
Create: A realistic case study, background information, supporting evidence and data, student questions requiring analysis and evaluation. 
Develop: a grading rubric and instructor guidance for facilitating discussion.  
Ensure: the assessment measures higher-order thinking and professional judgment.








Criminal Justice
Launch Copilot and type in the following prompt: 
“Act as an experienced criminal justice professor and assessment specialist.  Create a final examination for an undergraduate Introduction to the Criminal Justice System course.  The exam should assess students’ understanding of the major components of the criminal justice system (law enforcement, courts, and corrections), the roles and responsibilities of criminal justice professionals, due process and individual rights, crime and crime measurement, the criminal court process, Sentencing and corrections, and contemporary issues in criminal justice.”
Create: 20 multiple-choice questions, 5 short-answer questions, and 2 scenario-based application questions. 
Ensure the questions assess a range of cognitive levels, including knowledge, comprehension, application, and analysis.  
For each question, provide:  The correct answer, A brief explanation of why the answer is correct , and the course learning outcome being assessed.  Format the exam and answer key separately. Include estimated completion time, point values, and recommendations for academic integrity.









Political Science
Launch Copilot and type in the following prompt: 
“Act as an experienced Political Science professor, instructional designer, and assessment expert. Create an infographic assignment for an undergraduate Introduction to Political Science course. The purpose of the assignment is to help students analyze and communicate political information visually for a general audience. Students will select a current political issue, public policy, political institution, election, political ideology, or international relations topic and present key findings in an infographic.” 
Design the assignment to assess students’ ability to:  
Locate and evaluate credible sources, analyze political data and evidence, explain political concepts accurately, communicate complex information visually, and draw evidence-based conclusions.
Include: Assignment overview, learning objectives, detailed student instructions, required infographic components, technology recommendations, source and citation requirements, accessibility considerations, academic integrity expectations, and a detailed grading rubric with four performance levels. The infographic should require students to include: a clear title, relevant political data or statistics, at least one chart, graph, or map, analysis of the issue, policy implications or recommendations, and proper APA citations.  The final product should be suitable for posting in a learning management system.

Now Try This with an assignment for one of your courses!