Data, Belonging, and the Future of Educational Equity
In Michigan and across the nation, schools are grappling with a persistent challenge: how to ensure that every student, regardless of background, has access to, and succeeds in, advanced academic opportunities. As schools plan for the 2025-26 year, the urgency to address gaps in access, engagement, and belonging has never been greater. Chronic absenteeism, disengagement, and underrepresentation in AP, IB, CTE, and Dual Credit programs are not just statistics; they’re missed opportunities for students and school communities alike.
The Power of Listening: Elevating Student Voice
Too often, decisions about advanced coursework are made without truly hearing from those most affected: our students. At EOS, we believe that elevating student voice is the first step toward lasting change. The partnership with schools begins by asking students about their experiences, aspirations, and sense of belonging. Over 2 million student surveys have revealed a powerful truth: when students feel seen, heard, and valued (THE pillars of student belonging!), their academic engagement and success soar.
Four Foundations of Belonging
EOS’s research highlights four “cues and conditions” essential for fostering student belonging and academic achievement:
- Culturally Relevant Curriculum: When students see their identities and histories reflected in what they learn, engagement and self-esteem rise. Curriculum that honors diverse perspectives not only empowers students but also directly correlates with better academic outcomes.
- Culturally Relevant Teaching: Teachers who leverage students’ backgrounds as assets, set high expectations, and encourage critical reflection create classrooms where every student feels respected and capable.
- Classroom Community: A strong classroom community is built on respect for all backgrounds and opportunities for students to express their values. Psychological safety and peer support are foundational for both belonging and academic risk-taking.
- Feedback and Assessment: Effective feedback is most impactful when it is timely, specific, and focused on guiding students toward improvement rather than simply judging performance. Research emphasizes that feedback should be perceived as useful and relevant by students, motivating them to act on it and engage in self-regulation and reflection ahead of assessments of learning.
Beyond the Numbers: The Application of AI in Equity
We know the power of harnessing data and artificial intelligence to illuminate hidden barriers and guide school improvement. The EOS Student Insight Card is the only multi-dimensional readiness tool available to schools, and puts student voice at the center of your school’s instructional and improvement work. EOS’ proprietary tools identify students who are ready for advanced coursework and surface patterns in belonging, engagement, and achievement that might otherwise go unnoticed.
So, imagine EOS’ qualitative student data combined with predictive analytics (GPA, test score, AP Potential) and a well-engineered AI prompt. The result: your school’s personalized, student-centered AI instructional coach that creates actionable insights to use in your school improvement planning.
| “The EOS Student Insight Card is a game-changer when it comes to promoting engagement between students and adults, especially students’ trusted adults. This tool puts information about students in the hands of our staff, and what students tell us about how they perceive our school is the most impactful data we can receive. Their experience matters most, and it informs what we do to address climate and culture in our school.” ~Che Carter, Principal, Huron High School |
Trusted Adults and the Human Touch
While technology and AI are a powerful ally, the heart of educational equity remains in human connection. Trusted adults play a critical role in building students’ self-efficacy and confidence. EOS partners with schools to train and support these adults, ensuring they have the tools and insights needed to champion every student. How Trusted Adults Power Better Student Outcomes is a free eBook available from EOS.
The EOS Approach: A Partnership for Impact
EOS’ integrated approach combines data, student and staff insights, and expert advisory services. We have helped Michigan schools enroll thousands more students from underrepresented backgrounds in advanced courses. The results: Higher graduation rates, increased college enrollment, decreased absenteeism, and a more inclusive, vibrant school culture.
Did you know? We just completed our review of our Middle School Program pilot. Our middle school partners have provided a wealth of information on impact, including:
- Academic Track: The program’s impact on helping students take ownership of their academic plans, encouraging them to consider the rigor of their future coursework, and setting the foundation for long-term academic success.
- Student Voice: The most important aspect of the middle school program, and the Student Insight Cards and the data from the surveys are instrumental in centering school improvement work on student voice.
- Trusted Adult Engagement: The impact of building relationships between students and trusted adults to support student agency and academic planning.
As we look ahead to 2025-26, the fusion of educator expertise, student voice, and AI-driven insights offers a blueprint for transforming opportunity in Michigan’s schools. Together, we can dismantle barriers, foster belonging, and unlock the full potential of every student.
Paul DeAngelis retired in 2022 after 31 years in public education in Michigan. During his last 6 years with the Ann Arbor Public Schools, he partnered with EOS, and the impact on students’ access to – and success in – advanced courses like AP, IB, CTE and Dual Credit was transformative. Now, he serves the organization as Regional Partnership Director and supports the many Michigan schools that are currently partnered with EOS.
For more information about how EOS can support your school or district, or to learn about our data-driven equity solutions, please contact Paul at paul.deangelis@EOSchools.org or (248) 867-4176.