Learning Environments

This dimension describes the diverse physical and virtual locations and spaces, contexts, and cultures in which instructors teach and students learn.

This dimension is supported by three indicators:

  1. The suitability of the spaces and educational tools and technologies used for learning.
  2. Availability of teaching and learning support. This might include teaching assistants, accessibility, and assistive supports and technologies
  3. Scheduling and organization of course meetings and online modules/units conducive to good learning.

Pedagogical considerations for AI use in this dimension might include:

  • Support and Resources: assess the availability and accessibility of the required tools and technology before attempting to implement in the learning environment. Do your students have access to devices and a reliable internet connection to effectively engage using AI tools? If students do not have access to AI resources or cannot have access, then you will need to reconsider the use of AI.
  • Modeling and Training: Consider incorporating ‘play’ and training time for yourself and your students in order to effectively use AI tools. Advice: you will more often than not find excellent ‘How-to’ resources on the various AI tool or app websites.
  • Accessibility and inclusivity: Assess the AI tools for their capacities to support diverse learners’ needs.
  • Alignment: Consider how to integrate AI tools into your courses’ assessment and evaluation frameworks. Will the students’ use of AI contribute to their overall learning and the achievement of the aligned course learning outcomes?
  • AI Tool Use: Blend AI tools with traditional teaching methods: Instructors should strive to strike a balance between AI-based activities and traditional instructional practices to create a diverse and engaging learning environment.
  • Monitor Student Progress: Regularly review the effectiveness of AI tools in the learning environment, gather student feedback, and make necessary adjustments to optimize the learning experience.

Suggestions for How to Avoid AI Tool Use
  • Create opportunities for students to discuss their work (instructor, teaching assistants, peers) as part of your course expectations.
  • Ask students to form groups and collaborate to build a case against using AI in the course with reasoned arguments, evidence, and reflection. Students engage in course activities (without AI). Near the end of the course, students evaluate their “non-AI” educational experience, reflect on the positives and negatives, and make recommendations for future classes.

LONG SAMPLES, QUICK PROMPTS, AND OTHER SUGGESTIONS

LONG SAMPLE

Sample 1 (for Students): Generative AI for a Glossary

AIM: Use Generative AI to provide students with writing feedback.

SUMMARY: Students often need feedback as they develop their writing projects, but getting peer feedback is not always possible or efficient, so a student can use Generative AI for some feedback with something like the following prompt: “Can I show you [piece], so you can provide feedback?” Please note: Instructors and students need to be comfortable with students sharing their work with Generative AI.

COURSE CONTEXT: This type of prompt can be used for assignments that require students to work in stages, develop clarity in their writing, and engage in peer feedback.

EXAMPLE: AI Peer Feedback

  • Prompt: Can I show you some of my writing so you can provide feedback?

    Student Writing: After reading the play and then watching the play with the class, I realized that watching live theatre can be enjoyable. Before I entered the theatre, I was worried that the play would be boring because it was Shakespeare. Even though I read through the play, I was confused by the language Shakespeare used, so I was worried that attending the play would be confusing as well. Worse, I feared that watching the play would be boring. To my surprise, watching the play made the language of Shakspeare more understandable. I didn't understand the exact meaning of every word, but the actions, intonation, and acting (facial expressions and body language) helped communicate the key elements of the play. As a result, I found that not only reading Shakespeare but attending a Shakespearean play can be very helpful to one's comprehension and enjoyment of Shakespeare.

  • ChatGPT Output: Great job on your writing! You effectively communicate your experience of attending a Shakespearean play and how it helped you better understand and appreciate the language used in the play. Here are a few suggestions that could help improve your writing further:

    1. Use more vivid language: While you do a good job of explaining your experience, you could make your writing more engaging by using more descriptive language. For example, instead of saying "the actions, intonation, and acting," you could say "the lively performances, expressive vocal inflections, and dramatic body language."
    2. Be more concise: While it's important to provide enough detail to convey your experience, it's also important to be concise and avoid unnecessary words. For example, you could combine the first two sentences into one by saying "After reading and watching the play, I realized that live theatre can be enjoyable."
    3. Vary sentence structure: Your writing consists mostly of simple sentences. Varying sentence structure can help make your writing more interesting to read. For example, you could use compound or complex sentences, such as "Although I read through the play and was confused by the language Shakespeare used, I was pleasantly surprised to find that attending the play helped me understand the language more clearly."


    Overall, your writing is clear and easy to understand. With a few tweaks, you can make it even more engaging and effective in communicating your experience. Keep up the good work!

INSTRUCTOR TAKE-AWAYS: ChatGPT provided several helpful suggestions especially in terms of style which can help instructors to focus their feedback (or assessments) on other aspects of a writing task. Students can engage with ChatGPT on their own to receive such feedback and revise their work. Instructors may require students to include their correspondence with ChatGPT in a portfolio of their work that is submitted with the final draft of the writing task. Instructors may also ask students to write a reflection on their engagement with ChatGPT, so students can evaluate ChatGPT, reject, accept, or modify suggestions, and/or articulate whether they feel their writing benefits from such feedback.

Instructors can also ask students to share their feedback with one another in small groups or with the entire class, so everyone benefits from the strengths and limitations of such feedback.

Important Considerations: Data Security, Privacy, and Alternative Assessments

If you decide to incorporate AI tools into your course, one potential solution for mitigating privacy concerns is to suggest that students use the program through anonymous email accounts; however, this does not prevent OpenAI from collecting other personal information such as IP address, browser type and settings, user's device, and user interactions on their site.

Also, keep in mind that some students (or even instructors) may still be unwilling to create a profile or share their user data in this way. Plan to offer students the option to opt-out of AI-tool based activities and prepare alternative assessments for those who choose not to participate. Other options to consider include the following: ask such students to submit example prompts (demonstrating what’ inputs’ they might give the AI-tool if they were using it), have them provide their own examples for class discussions, or pair them with peers (using the AI-tools) in group assignments.

 

QUICK PROMPTS

Quick Prompt 1 (Instructor focus): Create Expectations for Student Use of Generative AI in Your Course (inspired by CESE NSW “What Works Best in Practice)
  • Example Prompt: Outline the appropriate and inappropriate uses of Generative AI (such as Chat GPT) for students in an upper-level university Psychology course and explain what outcomes may occur because of the inappropriate use of AI in this course.

Quick Prompt 2 (Student Uses): Instructors Divide Students Into Groups
  • AI Group Member: Instructors divide students into groups. Each group includes one more member, ChatGPT or a similar type of AI (as applicable for the course). During group activities throughout the term, students not only engage with one another (for instance, in brainstorming, in Think-Pair-Share, group discussions, debates, or other such activities) but also include ChatGPT. For instance, if groups are asked to respond to a question, not only does each student in a group respond, but so does ChatGPT, and from those individual (and individual “AI”) responses, students proceed to develop their group work and report to the rest of the class in a manner suitable for the assignment, course, and instructor.

    • Potential Prompt: Our group would like to include you as a group member, so we can ask you questions and include your responses in our discussion.
    • Example Prompt: I am in a 300-level university course in Psychology and am in a group of three people. Would you like to be a member of our group? We will ask questions and include your responses in our discussion.
Quick Prompt 3 (Student Uses): Annotated Bibliography Research Helper
  • Quick Prompt (Student Uses) 3: Annotated Bibliography Research Helper: Instructors assign research projects linked to the learning outcomes of the course. Students conduct research by using the university library, Google Scholar, and ChatGPT. Students compile a list of research material (texts, articles, videos, and so on) with at least 3 research resources from the different search methods (library, Google Scholar, and ChatGPT). Students read (or view) the research material. According to evaluative criteria developed by the instructor and/or by the instructor and students, students build a type of “annotated bibliography” or “reading report” for each research piece. Students must summarize each research resource, evaluate the strengths and weaknesses with evidence from the resource, and provide an explanation of how they can use this research in their coursework, field, future studies, profession, or personal life. Students share their findings, assessment, and applications with the teacher via a written project or presentation. Instructors can decide if students work individually or in groups for this project.

    • Potential Prompt: I need to prepare an annotated bibliography on [subject] for [course], so can you provide me with titles of some relevant research material? Example Prompt: I need to prepare an annotated bibliography on different marital customs for an Anthropology course. Can you provide me with the titles of some research material on different marriage customs?


OTHER SUGGESTIONS

AI Tutor

One of the strengths of ChatGPT is its ability to adapt to different levels of learning, knowledge, and ability. This means it can be customized to cater to the individual (or group) learning needs of a diverse student population. ChatGPT is not judgemental, has patience for days, and can provide real aid for students who may require additional support in order to achieve learning goals.

AI Fitness Planner

Use AI as ‘coach’ to generate a fitness plan for university students. Have students write a review evaluating the AI suggestions. Students should offer reasoning for their assessments and evaluation as well as any relevant constructive criticism.

Modify Existing Assignments into AI-Infused Assignments

Without using AI to generate output, you can also build your own assignments and activities that include student interaction with AI. For instance, you can take an assignment that you’ve used in the past and alter it in a way so that students can include some interaction with Generative AI.

Before AI, you may have built assignments and rubrics yourself. Now you can do that with the help of AI. For instance, instead of building a rubric from scratch, collaborate with AI.

Pre-AI Assignment/Activity Instructions New Assignment/Activity Instructions
Work with a partner to develop 5 questions and answers, so you can test the class about the assigned reading(s).

Work with a partner and ChatGPT to develop 5 questions and answers, so you can test the class about the assigned reading(s).

Or

Work with ChatGPT to develop 5 questions and answers, so you can test the class about the assigned reading(s).

Interpret the fictional story from your choice of three different theoretical perspectives we covered in the class. Develop a paragraph for each perspective. Write a reflection on how the three different perspectives provide different insights about the story.

Interact with AI to interpret the fictional story from your choice of three different theoretical perspectives we covered in class. Ask ChatGPT to generate three different paragraphs.

On your own, evaluate how well ChatGPT was able to interpret the story from three different perspectives. Also on your own, write a reflection on how the three different AI-generated perspectives provide different insights about the story.

Interview a fictional character from any of the readings in the course. Along with clarity, you will be assessed according to the way your questions/answers link to the characterization and source material. Ask ChatGPT to become a fictional character (from any of the readings in the course), and then interview the character. Copy/Paste the interview which should have at least 5 questions/answers. Evaluate ChatGPT’s responses as the fictional character and justify your evaluation through explanation and by referencing the source material. Along with clarity, you will be assessed according to the way your questions link to the characterization and source material and according to the reasoning of your evaluation of ChatGPT.
Looking for even more ideas? See Suggested Resources for a few more suggestions for your considerations.