How can Generative AI tools provide students with strategies that support their learning? Students are already using AI to find references, brainstorm project ideas, summarize readings, edit their writing, and prepare for tests. AI tools can also
- serve as a coach or tutor by asking clarifying questions or providing examples
- support the early stages of brainstorming an assignment
- help students improve their writing
- come up with practice problems
- suggest effective study strategies and time management techniques
- help students develop critical thinking skills as they evaluate AI output
- help students develop the AI literacy expected of them in their chosen careers
Here are some questions you may want to ask before encouraging students to use an AI tool in class:
- What is the pedagogical purpose of using the tool? How does it align with the learning outcomes of the course?
- How familiar are students with the tool? Do they need any training or guidance?
- How will you encourage students to reflect on the limitations and opportunities of AI use in your discipline?
- How will you ensure that students are still developing their own critical-thinking, project-management, and problem-solving skills?
- How will you address any ethical, social, or legal issues that may arise from using the tool?
The following examples illustrate the level of detail that AI tools can provide when asked for strategies to support student learning. Each section includes a sample prompt and output from Copilot or ChatGPT, as well as hints for writing prompts.
Hints for Writing Prompts | To get a nuanced answer, use lay language to explain concepts and ask for examples. Be sure to specify the context of the course or discipline that you are working in.
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Example Prompt 1 | What is cost-volume-profit analysis for a sawmill operation? (Business of Sawmilling course) |
Output 1 (Copilot) | Cost-Volume-Profit (CVP) analysis, also known as break-even analysis, is a method used to understand how changes in costs (both fixed and variable) and sales volume affect a company’s profit. For a sawmill operation, this analysis can be particularly useful due to the high variability in raw material costs and the complexity of the production process.
Here are the key components of CVP analysis for a sawmill:
For a sawmill, the primary variable cost is the cost of logs, which can constitute 70-75% of the total operating costs1. Fixed costs might include equipment depreciation, administrative salaries, and facility maintenance. By applying CVP analysis, a sawmill can determine the optimal production levels, pricing strategies, and cost management practices to maximize profitability2. If you have any specific questions or need further details on any of these components, feel free to ask! Learn more 1forest2market.com2corporatefinanceinstitute.com3getfea.com4westernforestry.org5expert-market.com+2 more |
Example Prompt 2 | How is cost-volume-profit analysis different from variance analysis? |
Output 2
(Copilot) |
Cost-Volume-Profit (CVP) analysis and variance analysis are both essential tools in managerial accounting, but they serve different purposes and focus on different aspects of financial performance.
Cost-Volume-Profit (CVP) AnalysisCVP analysis is used to understand how changes in costs (both fixed and variable) and sales volume affect a company’s profit. It helps in determining the break-even point and the impact of different levels of sales and production on profitability. Key components include:
Variance AnalysisVariance analysis, on the other hand, involves comparing actual financial performance to budgeted or standard costs to identify deviations. It helps in understanding why actual results differ from expectations and in taking corrective actions. Key components include:
Key DifferencesPurpose:
Focus:
Time Frame:
Components:
Both tools are crucial for effective financial management, but they provide different insights and are used at different stages of the decision-making process. If you need more detailed examples or have specific questions about either analysis, feel free to ask! Learn more 1investopedia.com2corporatefinanceinstitute.com3indeed.com4opencostaccounting.org+1 more AI-generated content may be incorrect. |
Hints for Writing Prompts | Provide as much context as possible about the course and the assignment to get a detailed answer. If there are some time management strategies you already use, mention those, and ask for additional, more advanced strategies. |
Example Prompt | I’m a student, working for the next four months with four other students on a group project in health sciences. Our project includes data collection, data analysis, and a presentation of a health promotion campaign based on the data. The project is due on December 1. Can you suggest some time management strategies and milestones to help us keep the project on track? |
Output (Copilot) | That sounds like an exciting and comprehensive project! Here are some time management strategies and milestones to help you and your team stay on track:
Time Management StrategiesCreate a Detailed Project Plan:
Set Clear Roles and Responsibilities:
Regular Meetings:
Use Time Management Tools:
Prioritize Tasks:
Set Milestones:
Suggested Milestones
By following these strategies and milestones, you can ensure that your project stays on track and is completed successfully. Good luck with your health promotion campaign! |
Hints for Writing Prompts | Provide as much context as possible about the course and the assignment to get the most relevant strategies. If there are some study strategies you already use, mention those, and ask for additional, more advanced strategies. (E.g., I already work with a study group. I’m looking for new individual study strategies to help me prepare for a timed case exam in my fourth-year operations management course in a business program.) |
Example Prompt 1
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I’m studying for the final exam in my university level inorganic chemistry course. The exam includes 100 multiple choice questions, and I have to review 10 long chapters. Can you suggest some study strategies for my chemistry exam? |
Output 1 | Absolutely! Preparing for a comprehensive final exam in inorganic chemistry can be challenging, but with the right strategies, you can manage your time effectively and cover all the necessary material. Here are some study strategies to help you:
Study Strategies1. Create a Study Schedule: a. Break down the ten chapters into manageable sections and allocate specific times for each section. b. Aim to study a little bit each day rather than cramming all at once. 2. Active Learning: a. Engage with the material actively by summarizing key concepts in your own words. b. Use flashcards for important terms and concepts. Tools like Quizlet can be very helpful1. 3. Practice Problems: a. Work through practice problems and past exam questions. This will help you get familiar with the types of questions that may appear on the exam. b. Focus on understanding the steps and reasoning behind each solution2. 4. Group Study Sessions: a. Study with classmates to discuss difficult concepts and quiz each other. b. Teaching a concept to someone else is a great way to reinforce your understanding. 5. Use Multiple Resources: a. Utilize textbooks, lecture notes, online resources, and videos to get different perspectives on the material. b. Sometimes a different explanation can make a concept click. 6. Regular Breaks: a. Take regular breaks to avoid burnout. The Pomodoro Technique (25 minutes of focused study followed by a 5-minute break) can be effective. 7. Office Hours and Tutoring: a. Don’t hesitate to ask your professor or TA for help if you’re struggling with certain topics. b. Consider joining or forming a study group or seeking tutoring if available. 8. Review and Self-Testing: a. Regularly review what you’ve studied to reinforce your memory. b. Test yourself frequently to assess your understanding and identify areas that need more attention. |
Example Prompt 2 | You are a high achieving student in an undergraduate chemistry program, preparing for an final multiple-choice exam in inorganic chemistry. The exam involves 100 questions based on 10 chapters. What study strategies would you use to ensure that you receive a high mark on the exam? |
Output 2 (Copilot) | As a high-achieving student preparing for a comprehensive multiple-choice exam in inorganic chemistry, here are some effective study strategies to ensure you achieve a high mark:
Study Strategies1. Organize Your Study Material: a. Summarize Each Chapter: Create concise summaries for each of the 10 chapters, highlighting key concepts, formulas, and important reactions. b. Flashcards: Use flashcards for quick review of important terms, concepts, and reactions. Tools like Anki or Quizlet can be very helpful. 2. Active Learning Techniques: a. Teach Back: Explain concepts to a study partner or even to yourself. Teaching is a powerful way to reinforce your understanding. b. Mind Maps: Create mind maps to visualize connections between different topics and concepts. 3. Practice, Practice, Practice: a. Past Exams and Practice Questions: Work through as many past exams and practice questions as possible. This will help you get familiar with the question format and identify areas where you need more practice. b. Timed Practice: Simulate exam conditions by timing yourself while answering practice questions. This will help you manage your time effectively during the actual exam. 4. Focus on Weak Areas: a. Identify Weak Spots: Use your practice results to identify topics where you are weak and focus your study efforts on those areas. b. Targeted Review: Spend extra time reviewing and practicing problems related to your weak areas. 5. Group Study Sessions: a. Collaborate with Peers: Join or form a study group with classmates. Discussing and explaining concepts to each other can provide new insights and reinforce your understanding. b. Quiz Each Other: Use group sessions to quiz each other on key concepts and practice questions. 6. Utilize Multiple Resources: a. Textbooks and Lecture Notes: Review your textbooks and lecture notes thoroughly. b. Online Resources: Use online resources such as Khan Academy, YouTube, and educational websites for additional explanations and tutorials. 7. Regular Breaks and Self-Care: a. Pomodoro Technique: Use the Pomodoro Technique (25 minutes of focused study followed by a 5-minute break) to maintain concentration and avoid burnout. b. Healthy Lifestyle: Ensure you get enough sleep, eat well, and exercise regularly to keep your mind and body in optimal condition. [14-day study plan ending with] Day 13: Mock Exam
Day 14: Final Review and Relaxation
By following these strategies and sticking to a structured study plan, you’ll be well-prepared for your inorganic chemistry final exam |