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Revolutionizing Gifted Education: How Artificial Intelligence is Transforming Differentiated Learning

Posted By Hannah Davis, MSEd, Friday, December 6, 2024
Updated: Monday, December 2, 2024

Gifted education has long struggled with barriers to implementing research-based learning interventions for learners (differentiation, acceleration, enrichment). While concerns about Artificial Intelligence (AI)—such as privacy, potential biases, and over-reliance on technology—are valid and warrant thoughtful consideration, AI also offers transformative opportunities. By leveraging AI, we can create personalized learning experiences that address the unique needs of gifted learners while avoiding adding additional demands to the never-ending to-do list so many educators face. 

Why AI Matters for Gifted Education

AI isn’t just for tech giants and sci-fi movies anymore; AI is carving out a role in education—it’s a tool with real potential to change how we identify and support gifted students. In gifted education, AI can process vast amounts of student data, identifying learning behaviors, problem-solving approaches, and performance metrics. These systems provide an objective complement to teacher observations and standardized testing.

AI also provides opportunities for differentiated learning for all learners. Research has shown that tailoring instruction to individual needs significantly boosts engagement and achievement, especially for advanced learners (van der Kleij et al., 2021). Tools like DreamBox and i-Ready use adaptive algorithms to adjust lesson depth and complexity in real time, ensuring students remain challenged while saving educators from the unrealistic task of creating individualized lesson plans for each student in their classroom. Similarly, studies on adaptive learning tools such as CogBooks® show that students using these platforms exhibit higher engagement and improved performance compared to traditional methods (Mitchell et al., 2024).

AI Applications in the Classroom

1. Assessment Tools That Promote Equity in Identification
AI-based platforms like Carnegie Learning provide a deeper dive into student performance than traditional tests. By analyzing cognitive, creative, and socio-emotional data, these tools can identify potential in students who might otherwise be overlooked—particularly those from culturally or linguistically diverse backgrounds. This makes AI an invaluable tool for promoting equity in gifted education (Carnegie Learning, n.d.; van der Kleij et al., 2021).

2. Tailored Curriculums
AI tools like Sown to Grow enable educators to design dynamic curriculums tailored to each student’s individual ability. These tools create challenge-based tasks and interactive lessons that challenge students’ intellectual limits while keeping them engaged. Research supports this approach: students engaging with AI-enhanced personalized curriculums show greater academic growth than those in standard instructional settings (Lee et al., 2023).

3. Support for Twice-Exceptional (2e) Learners
Gifted students with disabilities often require additional accommodations to reach their potential. AI tools can provide solutions, such as text-to-speech features, scaffolded prompts, or other adaptive supports. 

Recommendations for Researchers, Educators, and Administrators

To integrate AI effectively into gifted education, consider these strategies:

- Explore AI Tools: Start small by testing user-friendly platforms like Khan Academy or Edmentum. These tools offer adaptive learning features that can support differentiation in the classroom.

- Collaborate with Experts
: Partner with technologists and gifted education specialists to select AI tools that align with the NAGC Standards for the Preparation of Gifted Education Professionals.

Professional development programs focusing on AI literacy are essential to empower educators. With the right training, teachers can use AI to enhance their practices without feeling overwhelmed by new technology.

Looking Ahead

The future of AI in gifted education holds exciting possibilities. From virtual mentors to collaborative AI platforms, these tools will continue to evolve, offering a more individualized learning experience for students. Incorporating AI into teacher preparation programs can also equip educators with the skills and knowledge to address the needs of advanced learners in innovative ways.

However, as with any technology, balance is key. AI should enhance—not replace—the expertise and intuition of educators. By combining the power of AI with thoughtful teaching practices, we can create an environment where every gifted learner has the opportunity to reach their potential.

References

Tags:  Network  Research & Evaluation 

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How do you put research into practice?

Posted By Celeste Sodergren, Monday, March 4, 2024
Updated: Friday, February 23, 2024

You’ve been to the gifted conferences, read the latest books, and discovered the best new ideas from distinguished researchers in the field. Now what? The examples they talked you through in the conference presentation were great, but they don’t look anything like what you have in your district or campus. How do you take what you have learned and put it to good use in your district, campus, or classroom? How do you translate that interesting bit of research into a practical strategy that you can use?

One thing you need to understand is that researchers and educational administrators speak different languages. While we speak the language of empirical research, with strict protocols and reporting standards, educational administrators must engage in more pragmatic and iterative strategies such as design-based, continuous improvement, and action research that leverage the local knowledge and on-the-ground proof-of-concept evidence (Yurkofsky et al., 2020). What you need to do is serve as translator, taking the empirically researched ideas and transforming them into local projects that you can test before you push for full implementation. Here’s what that might look like.

First, try to categorize the big idea of the research you are interested in implementing. It probably falls into one or more of these very broad categories: identification and assessment, service models and service delivery, curriculum, counseling, or family & community interaction. Once you decide this, your next step is to determine who needs to be involved in the decision-making process. For example, if you wanted to try out a small shift in service delivery, that is likely something that could be done by a single teacher in a single classroom, but a change to identification protocols would require buy-in from district leadership.

Second, you need to try your ideas out in a small way. Let’s look at a couple of examples.

Imagine you were a coordinator at a presentation about differentiating using 21st Century skills, and you came away with a set of skills standards and rubrics to work with. This is going to fall under both “curriculum” and “service delivery” (probably as differentiation), so you need to involve teachers, and you may wish to collaborate with content specialists in your district as well. You might decide to test this with a GT teacher and a general education teacher to see how difficult it is to implement in both types of classrooms. Instead of giving them the full list of skills to wade through, you would choose a targeted skill that aligns with the planned curriculum anticipated in the next six weeks, or the next semester, and then determine where it could be worked into the unit plans and lessons. This is where a content specialist would come in handy before taking it to the teachers, especially if you are not familiar with the grade level or content with which you plan to trial the differentiation.

Once you have several examples, you would then work with the teachers to integrate that targeted skill into upcoming lesson plans and develop rubrics for evaluating the skill development and the teachers’ description of the new process. You will want to have a way to measure the skill before and after the intervention, and measure the degree to which the teachers involved actively taught the skill. After the implementation period has passed, you would meet with all involved to review the results, gather feedback, and ask for their thoughts on the implementation. This is a small implementation, or a type of pilot study. After reviewing with your teachers, you might consider making relevant adjustments and then moving toward a second phase with slightly wider implementation. It is always best to make implementation happen gradually and over several cycles of reflection and refinement. 

If you are a teacher introducing the skills standards in this same scenario, you could propose the same pilot to your coordinator or principal as an action research project (Efron & Ravid, 2020). That would be something to keep track of in your future leadership portfolio, and is usually a requirement for certain incentive programs, mid-management certification, or teacher-leader programs that you might be working through. As a GT teacher, it can be difficult to find opportunities that count toward standard leadership rubrics, especially when you are the only GT teacher in the school or district. A well-documented action research project would be a great opportunity to showcase your leadership skills. The key at this point would be to clearly document your processes, and to clearly indicate how this pilot would lead to full integration and a continuous improvement cycle (Yurkovsky et al., 2020) in your school. You can find a freely accessible document on the topic of continuous improvement in schools here.

What if it is a district level implementation? You will need to get your GT coordinator or the director who oversees the gifted programming in your district on board before you can begin, and they may have to go up the chain as well. It is best to go in with an open mind. If you have never worked at the district level, you may be unaware of the processes and systems that must be navigated before something like this can happen. The best way to start is with questions. “I learned about this at the NAGC conference. What would it take to do this here? What systems would have to be addressed? Who would need to weigh in on decisions to accomplish that level of change?” Once you have that information, take some time to draw up two or three options for a pilot study and bring those back to your supervisor. Keeping it small, low-cost, and with defined and measurable outcomes that align with your district improvement plan are the keys to getting the go-ahead.

Still not sure? I often hear GT teachers and coordinators say, “This won’t work with my population,” or “I’m the only one, and I’m only there a few hours a week.” There are often special considerations that make it difficult to translate the research you are hearing about into practice, so why not reach out to the researchers themselves and ask for help? Believe it or not, they are usually happy to hear from you! There are always researchers looking for collaborations with schools and districts, graduate students who need to gain skills in research while helping out in real-world situations, and teachers-turned-researchers who just like to lend a helping hand. It never hurts to ask. They may have resources to share, or be looking for someone just like you to work with on a fully funded research project. Another place to look is in your ENGAGE communities. The informal networks formed in and around NAGC abound with sound advice and experience. You never know what opportunities may arise until you take the first step, reach out, and put your new learning into practice.


References

Efron, S. E., & Ravid, R. (2020). Action Research in Education, 2nd Ed. The Guilford Press.

Yurkofshy, M. M., Peterson, A. J., Mehta, J. D., Horwitz-Willis, R., & Frumin, K. M. (2020). Research on continuous improvement: Exploring the complexities of managing educational change. Review of Research in Education, 44(1), 403-433.

Best, J., & Dunlap, A. (2014). Continuous Improvement in Schools and Districts: Policy Considerations. McREL International.

 


Celeste D.C. Sodergren, PhD Candidate at Baylor University, is a member of of NAGC's Research & Evaluation Network. Learn more about all NAGC networks and special interest groups.

Tags:  Network  Research & Evaluation 

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Volunteer with the Research & Evaluation Network

Posted By Research & Evaluation Network, Tuesday, February 27, 2024

The Research & Evaluation Network needs you! There are two opportunities for NAGC members to get involved with the network as reviewers for the Dissertation Award Competition and Graduate Student Research Gala. Follow the links below to learn more about these opportunities!

Tags:  Awards  Network  Research & Evaluation  Volunteer 

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Apply for the Research & Evaluation Network Awards and Gala

Posted By Research & Evaluation Network, Tuesday, February 27, 2024

You are invited to participate in the NAGC Research & Evaluation Network's annual awards!

Dissertation Award Competition

This event provides an opportunity for graduate students to network with experts in the field of gifted education and showcase their research. Winners will receive a certificate, a special session to present their research at NAGC24, and early bird conference registration for NAGC24.

Application Process

  1. Review the Dissertation Award Competition Guidelines
  2. Complete Dissertation Award Competition Submission Checklist
  3. Submit the following two documents by email to the Research & Evaluation Awards Chair:
    • A title page
    • A de-identified manuscript (.doc or .docx format); no longer than 25 pages based on your dissertation by 11:59 pm Eastern on March 31.

All steps must by complete by March 31, 11:59 pm Eastern.

Graduate Student Research Gala

We are accepting submissions for the Research & Evaluation Network Graduate Student Research Gala, held at NAGC24. The Research Gala provides an opportunity for graduate and undergraduate students to receive valuable feedback on their research, network with experts in the field of gifted education, and showcase their research. 

Learn more about eligibility and submission requirements. 

 

Tags:  Awards  Network  Research & Evaluation 

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