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How to Build Integrated Ed-Fi Infrastructure to Support State and Local Use Cases: A Roadmap for State Education Agencies
In collaboration with the Georgia Department of Education, the Michigan Data Hub, the Wisconsin Department of Public Instruction, and INsite at Indiana University, Education Analytics has created a new resource highlighting the benefits of implementing an integrated Ed-Fi infrastructure at the state level. This resource provides a roadmap for State Education Agencies (SEAs) to implement an integrated Ed-Fi model in their own state to enable them to drive scale and impact of Ed-Fi.
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How to Build Integrated Ed-Fi Infrastructure to Support State and Local Use Cases: A Roadmap for State Education Agencies
The EA Approach to Human-Centered Design
This resource outlines EA's approach to human-centered product design, which takes into consideration the preferences and mindsets of real people. Each step in our design process ensures our products and services are easily accessible and effective for our users.
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The EA Approach to Human-Centered Design
How Ed-Fi Can Help You Make the Most of Your Data
This resource provides guidance for education agencies that are beginning to consider whether and how they might implement Ed-Fi to better manage their data. We define some key terms and concepts, walk through the five steps to get started with Ed-Fi, and include a list of resources where you can learn more.
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How Ed-Fi Can Help You Make the Most of Your Data
Evaluating the Impact of COVID-19-Related Interventions: Key Considerations and Available Approaches
This resource provides guidance for education agencies that are considering how and when to evaluate programs designed to address the impacts of COVID-19 on student outcomes. We present some key questions to consider, share common data requirements, and outline different options for designing the analytic approach.
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Evaluating the Impact of COVID-19-Related Interventions: Key Considerations and Available Approaches
Using Interim Assessments to Understand the Impact of COVID-19 on Student Learning
This resource is meant to support education agencies as they consider additional data they can use to identify where students are academically, including EA’s lessons learned in working with these data. We include guiding questions and data requirements that agencies can use to start conversations with their internal stakeholders.
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Using Interim Assessments to Understand the Impact of COVID-19 on Student Learning
COVID-19 Impacts on Learning and Well-Being
This infographic highlights EA's research into changes in learning patterns experienced by students in grades 3–8 in California and South Carolina. Using results from winter 2020–21 interim assessments, EA provides an up-to-date picture of the learning lag students have experienced during the pandemic. EA also highlights findings from a well-being student survey collected during the 2020–21 school year.
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COVID-19 Impacts on Learning and Well-Being
Missing Data Guide & Webinar
EA developed this guide and accompanying webinar to support our partners in investigating the impacts of missing data due to COVID-19-related school closures and making adjustments in order to account for data limitations.
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Missing Data Guide & Webinar
Evidence-Based Practices for Assessing Students' Social and Emotional Well-Being
This brief is one in a series aimed at providing K-12 education decision makers and advocates with an evidence base to ground discussions about how to best serve students during and following the novel coronavirus pandemic.
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Evidence-Based Practices for Assessing Students' Social and Emotional Well-Being
SEL Best Practices Guide
This guide outlines the steps that organizations might consider for measuring students’ social and emotional learning (SEL). We highlight the lessons we have learned from the research that Education Analytics has conducted on SEL survey measures. We also discuss future directions of SEL measurement that policymakers and practitioners at the state and district level should consider.
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SEL Best Practices Guide
Three Strategies Ed Tech Communicators Should Make Before the Year Ends
Online and in face-to-face conversations, confusion and uncertainty are swirling around marketing strategy, and the ed tech sector is not immune. Amid anxiety and excitement over the latest wave of AI models, communications practitioners are wondering about two things: what they need to learn themselves and how to best support their organizations with messaging. How can communicators in the ed tech space best position their companies amid the noise? In this blog, Director of Brand & Communications Marlena Holden addresses this question by describing three areas that ed tech communicators should focus on for the rest of the year to build external trust in their company and strengthen their brand.
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Three Strategies Ed Tech Communicators Should Make Before the Year Ends
Day in the Life: Q&A with Senior Data Engineer Angelica Lastra
Get to know Senior Data Engineer Angelica Lastra in the latest installment of our Day in the Life series. In the blog, Angelica describes her journey from designer to engineer, the joy she finds in fixing broken code or untangling data pipeline, and the wisdom she would impart on her younger self about her career.
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Day in the Life: Q&A with Senior Data Engineer Angelica Lastra
EA Stack Series Part IV: Giving District Data a Platform with Podium with Katie O'Brien
April 17, 2026
In the latest episode of the DatabasED podcast, co-hosts Molly Stewart (Senior Project Manager) and Rosh Dhanawade (VP of Product) sit down with Katie O'Brien (Senior Product Manager) at Education Analytics to explore Podium, EA's data visualization platform built for education leaders.
Katie shares how Podium helps districts, schools, and state agencies answer the big questions they face every day, from tracking chronic absenteeism to understanding student behavior and enrollment trends. The conversation dives into how Podium's core dashboard suite provides quick, reliable insights while also giving districts the flexibility to build custom dashboards tailored to their unique initiatives.
The episode also unpacks the technical side of building a scalable business intelligence platform in education. Katie discusses how EA leverages tools like Apache Superset (via Preset), Ed-Fi data standards, and the Stadium data warehouse to deliver secure, multi-tenant data access across districts and states. She also highlights the challenges of adapting traditional BI tools for education use cases, including differences in school calendars, data privacy requirements, and complex user structures.
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EA Stack Series Part IV: Giving District Data a Platform with Podium with Katie O'Brien
Economists of Scale: Using Interoperability Technologies for Efficient Research with Large Datasets with Michael Christian and Sara Hu
January 28, 2026
In the latest episode of the DatabasED podcast, co-hosts Molly Stewart (Senior Product Manager) and Rosh Dhanawade (Vice President of Product) chat with Mike Christian, Principal Researcher, and Sara Hu, Research Scientist I, at Education Analytics. In this episode, Mike and Sara share how interoperability technologies are transforming research in the education sector. They also dive into their experiences using Ed-Fi data, Snowflake, SQL, and dbt documentation to conduct large-scale, efficient research at EA, along with the learning curve researchers face when moving from traditional flat files to modern data warehouses. This conversation highlights how bridging research, data engineering, and educational practice enables faster analysis, resulting in better outcomes for students and education stakeholders.
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Economists of Scale: Using Interoperability Technologies for Efficient Research with Large Datasets with Michael Christian and Sara Hu
LinkedIn Live Webinar: You've Modernized Your Data System—Now What? Turning Implementation Into Impact
April 21, 2026
What happens after Ed-Fi implementation? How do states turn modern education data systems into real, measurable impact?
This recorded LinkedIn Live conversation brings together Rosh Dhanawade, Vice President of Product at Education Analytics; Vijay Gollapudi, Chief Information Officer at the Tennessee Department of Education; and Sayeelakshmi Srinivasan, Technical Programs Manager at the Ed-Fi Alliance, and is moderated by Marlena Holden, Director of Brand and Communications at Education Analytics. They come together to explore what it takes to move beyond implementation and start driving results with data.
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LinkedIn Live Webinar: You've Modernized Your Data System—Now What? Turning Implementation Into Impact
Education Analytics Achieves ISO/IEC 27001 Certification, Completes SOC 2 Audit
January 14, 2026
Education Analytics (EA), a leading education non-profit dedicated to innovative research and technology solutions, announced it achieved ISO/IEC 27001 certification for the first time and successfully completed its Type 2 SOC 2 audit.
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Education Analytics Achieves ISO/IEC 27001 Certification, Completes SOC 2 Audit