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Wednesday, October 18, 2023

Improving Student-Led Questioning and Inquiry

Improving Student-Led Questioning and Inquiry with Generative AI

- Students could use AI chatbots like ChatGPT to get suggestions for open-ended, thought-provoking questions related to class topics and readings. The AI can provide diverse perspectives.

- Teachers could prompt an AI assistant to generate a list of potential questions students could ask for a particular lesson. The AI-generated questions can be provided to students to catalyze their own inquiry.

- Students could ask an AI to rephrase or expand on their questions to make them more open-ended and less leading. The AI can reframe questions to be broader and encourage deeper thinking.

- An AI tool could analyze students' proposed questions and suggest ways to make them more thought-provoking such as asking for evaluation vs fact, or linking ideas between disciplines.  

- Students could use AI to research and compile relevant background information to provide context for their questions. This allows them to pose deeper, more informed questions.

- AI could suggest follow-up questions after students pose the initial question, prompting them to continue the inquiry. The AI can synthesize information and make connections students may have missed.

- Teachers could use AI to identify gaps in student questioning and suggest additional perspectives or themes for students to explore through inquiry. 

The key is leveraging AI to enhance human creativity and critical thinking in questioning, not replace it. AI-assistance can push students to go deeper and broader in their learning through inquiry.

Student-led questioning and inquiry are crucial skills for developing critical thinking, sparking curiosity, and promoting meaningful learning. However, designing and implementing effective questioning strategies can be challenging for teachers. This is where AI generative models like Claude can help.

Smart Board Post It Note Parking Lot 
















Generative AI allows teachers to quickly and easily create customized sets of question stems targeting different levels of cognitive complexity. This provides scaffolds to guide students in formulating deeper, more thoughtful questions that go beyond surface-level factual queries.

In this article, we'll explore research-based strategies for improving student questioning abilities. We'll also look at practical examples of how teachers can leverage AI to develop targeted question stems that align to frameworks like Bloom's Taxonomy and Depth of Knowledge(DOK).

 

The Benefits of Student-Generated Questions

Having students come up with their own questions has many advantages:

- It activates prior knowledge and sparks curiosity before diving into new material. Students think about what they already know and identify gaps.

- It requires higher-order thinking skills to ask substantive questions that drive inquiry. Students practice metacognition.

- It gives teachers insight into student thinking. Teachers can gauge existing understanding.

- It promotes student ownership of learning. Students play an active role in shaping lessons.

- It facilitates peer teaching and collaboration. Students can build on each other's questions.

In short, student-generated questions lay the foundation for inquiry-based, constructivist learning. Teachers can facilitate this process by teaching effective question-asking skills.

Strategies for Developing Student Questioning Abilities

Here are some research-backed methods for improving student questioning:

- Model asking questions at different DOK levels. Think aloud while demonstrating how to move from lower to higher-order queries.

- Provide question stems and sentence starters. Scaffold with frames like "What would happen if..." or "How does ___ compare to ___?"

- Teach students about Bloom's Taxonomy and have them categorize questions into understanding, applying, analyzing, etc.

- Have students generate questions at different levels of Bloom's or DOK. Challenge them to come up with a Level 4 question.

- Ask students to think of questions for before, during, and after a lesson. This stimulates previewing, monitoring, and reviewing key concepts.

- Encourage collaborative inquiry through turn-and-talk. Have students ask questions to a peer before sharing out with the whole class.

- Maintain a parking lot for questions. Students add sticky notes with questions to revisit later.

- Praise thoughtful questions and model curiosity. Celebrate risk-taking and intellectual bravery in asking deeper questions.

- Allow time for inquiry and research. Support students in investigating self-generated questions through multiple modes.

Using Generative AI to Enhance Questioning Strategies

Here's where AI systems like Claude come in handy. Teachers can use them to instantly generate hundreds of leveled question stems tailored to specific learning objectives.

Rather than spending hours crafting question banks by hand, teachers can prompt Claude to produce them automatically. They can request question stems targeting different DOK levels, Bloom's domains, parts of speech, and more.

Let's walk through some examples of how to leverage AI for enhanced questioning techniques.

DOK Question Stems

DOK refers to Depth of Knowledge, a framework for analyzing cognitive demand. DOK categorizes tasks and questions into 4 levels:

Level 1: Recall and Reproduction
Level 2: Basic Application of Skills and Concepts
Level 3: Strategic Thinking and Reasoning
Level 4: Extended Thinking and Complex Reasoning

Generating question stems for each DOK level is easy with Claude. For example, a teacher could request:

"Please generate a list of 15 question stems targeting DOK Level 1 for a 3rd grade reading comprehension lesson on natural disasters."

Claude may respond:
What is the definition of a natural disaster?
Can you identify the different types of natural disasters?
What are some facts about earthquakes?
Where do most hurricanes start?
How are floods caused?
Who is most impacted by wildfires?
When did the last big tornado occur?

These Level 1 stems focus on basic recall, definitions, facts, descriptions, and procedures.

If the teacher wanted Level 2 stems instead, they could ask for:

"Now generate 15 DOK Level 2 question stems for the same natural disasters lesson."

Claude may provide:

How are floods, earthquakes and hurricanes similar and different in what causes them?

If a big storm were headed our way, what supplies should we gather and how can we stay safe?

Can you explain the sequence of events that leads to a tsunami?

How would you categorize different natural disasters based on causes?

What might be some challenges for communities impacted by wildfires?

What steps should you take immediately after an earthquake to remain safe?

These require students to make basic inferences, identify patterns, summarize ideas, and apply skills.

The teacher could continue generating high-quality question stems for Levels 3 and 4 by modifying their prompt to Claude accordingly. Having a bank of leveled questions on hand makes it easier to facilitate rich Student inquiry.

Bloom's Taxonomy Stems

Similar to DOK, teachers can use Claude to generate question stems aligned to the different levels of Bloom's Taxonomy:

Remembering
Understanding
Applying
Analyzing
Evaluating
Creating

For example, a PE teacher could request:

"Please create 10 question stems targeting the 'Remembering' level of Bloom's Taxonomy for a fitness unit on muscular strength and endurance for elementary students."

Claude might generate:
Can you name 3 major muscle groups in the body?
What exercise builds strength in the biceps?
How many push-ups should a child your age be able to do?
What are 3 important muscle endurance exercises?
How long should you stretch before exercise?
What muscle group does a squat work out?

These memory-based questions ensure students recall key facts and basic concepts. The teacher could then have Claude generate higher-order stems to dive deeper.

Question Stems for Specials Classes

Claude makes it easy for specials teachers to create focused question sets related to their subject matter.

For computer science, the teacher might ask for:

"Generate 7 question stems about algorithms and programming that require analysis and evaluation for middle school students."

Claude could offer:
What are the potential benefits and limitations of using algorithms for that task?

How does this algorithm compare and contrast with other algorithms we've studied?

In what situations might this program produce errors or unreliable outputs?

What debugging strategies would you use if this code isn't executing properly?

How can we adapt this code to improve efficiency and reduce redundancies?

What assumptions does this algorithm make? Are they appropriate?

How can we assess the reliability and validity of data generated from this program?

In music class, the teacher could request:

"Create 5 text-dependent question stems about the song 'Old Town Road' by Lil Nas X featuring Billy Ray Cyrus."

Claude may generate:
What genre of music does this song blend together? How can you tell?

Based on the lyrics, what is the theme or message of this song?

How would you describe the tone or feeling of the song?

How do the artists use instruments, rhythm, or music elements to convey the theme?

What details in the lyrics help relate to the theme?

For art class, the teacher could say:

"Generate 7 open-ended questions to facilitate an art critique of a sculpture that requires evaluation and interpretation."

And Claude could offer:

What was your first impression of looking at this sculpture? How did it make you feel?

How do you interpret the meaning or message of this artwork? What elements convey this meaning?

What strengths and weaknesses do you see in the artist's chosen medium, materials, and craftsmanship?

How well did the artist utilize the elements of art like space, texture, and form?

What changes would you suggest to improve this work of art and why?

How effectively does this sculpture communicate ideas, emotions, or perspectives?

How does this artwork compare to other sculptures we've analyzed?

The possibilities are endless for generating thoughtful, tailored questions for every subject with the help of Claude.

Developing Metacognition and Reflective Thinking

Questioning is a skill closely tied to metacognition and reflective thinking. When students generate their own questions, it requires them to actively think about their learning process.

Here are some ways teachers can leverage AI to develop stronger metacognitive and reflective thinking skills:

- Have students reflect on their own questions and categorize them according to Bloom's, DOK, etc. This builds awareness of different question types.

- Use Claude to generate question stems that require students to think about their thinking, such as: "What was the hardest concept for you to understand in this lesson and why?" or "What study strategies might you use to improve your performance on the next assessment?"

- Ask Claude to create question stems that prompt students to think about how they could teach the material to someone else. For example: "What models or analogies would help explain this concept?" or "What are the key steps or procedures someone would need to know to solve this type of problem?"

- Use Claude to generate higher-order reflection questions for the end of a unit or project. For example: "What challenged you the most in this project and how did you overcome it?" or "If you could go back and redo this project, what would you do differently and why?"

- Have students keep an AI-generated list of reflection question stems in a journal. They can review it and select prompts to respond to after finishing an assignment or project.

When students regularly reflect through answering leveled questions, it builds the habit of metacognition. Claude makes it easy for teachers to integrate reflective questioning in a targeted, standards-aligned way.

Conclusion

Student-led questioning and inquiry fosters critical thinking, curiosity, and deeper learning. However, creating effective questioning strategies takes considerable time and expertise. AI generative models like Claude can support teachers in this process.


Here are some ideas for using mind mapping, design thinking, and increased student-led inquiry to enhance critical thinking:

Mind Mapping 

- Have students create individual mind maps to visually organize their existing knowledge on a topic and identify gaps or areas of curiosity. This sparks questioning.

- Use a collaborative online mind map to capture inquiries during a group brainstorm. Students can add questions in real-time and make connections.

- Create a parking lot mind map with branches for "Questions", "Ideas", "To Explore Further" to capture ongoing inquiries during lessons. 

- Use mind mapping to reflect on learning and link new concepts to prior knowledge and questions. The visual connections deepen understanding.

Design Thinking

- Apply the Stanford Design Thinking process to inquiry: Empathize, Define, Ideate, Prototype, Test. Students identify real users and contexts for questions.

- Have students research and synthesize insights from diverse sources to gain empathy needed to pose meaningful questions.

- Use brainstorming techniques like worst possible idea and reverse brainstorming to ideate thought-provoking questions.

- Develop student "questioning" prototypes and get user feedback to refine inquiries.

Deeper Student-Led Inquiry

- Allow ample wait time after posing questions for students to think critically rather than answering for them.

- Encourage students to justify and explain their questions to ground them in solid reasoning.

- Have students reflect on how new learnings shape or expand on previous questions to dig deeper.

- Use AI synopsis of research sources to provide students context to inform better questions.

- Have students present questions instead of answers to test critical thinking skills.

The goal is to spark students' innate curiosity through visual thinking, human-centered inquiry, and ownership of questioning. This equips them with lifelong critical thinking abilities.

Claude streamlines the development of leveled question banks aligned to frameworks like DOK and Bloom's. With just a few prompts, teachers can produce hundreds of research-based question stems to facilitate higher-order inquiry. They can easily customize question sets for any grade level, subject area, or learning objective.

Coupled with explicit instruction in question-generation, providing students with AI-generated question stems scaffolds the development of their metacognitive and critical thinking skills. Learning how to construct and self-monitor questions helps instill lifelong habits of reflective thinking.

While AI will never replace teachers, tools like Claude enable educators to maximize their time and energy on high-value tasks. Automating rote work like crafting question banks allows teachers to focus on guiding authentic student inquiry. By harnessing AI as a partner, educators can continue finding innovative ways to enhance learning and equip students with the requisite skills to thrive in the 21st century.

Here are some suggestions for using Post-it notes to create a "parking lot" mind map to generate questions that can be augmented with AI:




- Start with a large surface like a wall or whiteboard and write "Parking Lot" in the center. This will be the main topic. 

- Around the parking lot, write down broad categories or themes related to your topic like "Layout", "Rules", "Accessibility", etc. These will be the main branches.

- On individual Post-its, write down specific questions, ideas, or issues related to each category. Stick them to the appropriate branch. For example, under "Layout" you could have notes like "How many levels?", "Ramp or stairs?", "Compact or spaced out?".

- When you run out of ideas, use a generative AI tool like Anthropic or ChatGPT to prompt for more questions and thoughts to add to your map. Ask the AI to "Provide 10 additional questions about the parking lot layout".

- Organize the Post-its spatially on the map to show relationships. Put related notes closer together, leave space between different themes.

- Take a photo of your map once complete so you can recreate it digitally later in a mind mapping app. The app will let you neatly re-organize and link ideas.

- Refer back to your parking lot mind map anytime you need inspiration. Keep adding new questions and thoughts with AI assistance. Review periodically to spur creative thinking.

The tactile nature of Post-its lets you quickly capture many ideas, while AI gives you fresh perspectives. Visually organizing them in a mind map helps make connections to spark innovation. Over time, your parking lot map grows into a knowledge base.

Here are some of the most popular school-based programs for inquiry learning:

- Project-Based Learning (PBL) - Students work collaboratively to research and create projects that reflect their knowledge. The projects are complex tasks based on challenging questions or problems. Students develop deeper learning skills through this authentic approach.

- Problem-Based Learning (PBL) - Students learn through solving open-ended, real-world problems. They develop critical thinking and problem-solving skills as they determine how to approach and investigate the problem. 

- Discovery Learning - Students are presented with questions, problems or scenarios and guided through the process of investigation. They draw on past knowledge and skills to make discoveries and construct new understandings.

- Inquiry-Based Science - Students formulate questions about observed phenomena. They design and conduct investigations to find answers, analyze data, and draw evidence-based conclusions. Programs like FOSS kits are used.

- Socratic Seminars - Students engage in collaborative, philosophical dialogues centered on open-ended questions about complex ideas or texts. The teacher acts as facilitator while students listen, think critically, and articulate responses.

- Genius Hour - Students spend set time during school exploring their own passions and investigating self-selected topics. They create projects to demonstrate their learning in creative ways. 

- Field Studies - Students learn by going on excursions to interactive science or historical museums, nature reserves, or local businesses aligned to the curriculum.

The common thread is student-directed active learning guided by teachers where they construct deeper meaning through inquiry and discovery. These programs aim to spark curiosity, critical thinking, and meaningful learning connections.

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