Protecting Student Privacy in Evaluation Studies
School districts are under increasing pressure to make smarter decisions about programs, products, and investments. Leaders want to know what is improving student outcomes, where resources are working, and what should change next. That is where a strong education program evaluation becomes valuable. But many district leaders share a reasonable concern: can you evaluate programs […]
From Adoption to Impact: How Districts Can Evaluate Whether AI Tools Are Helping Students
AI tools in schools are appearing across tutoring platforms, writing supports, learning apps, assessment tools, teacher dashboards, and products that districts already use. For district leaders, that creates a difficult question: how do you know whether AI is actually helping students? Adoption is easy to see. Usage dashboards can show logins, prompts, completed assignments, minutes […]
Who’s Grading the Homework? Why Independent Rigor Is the Secret to Outcomes-Based Success
Outcomes-based contracting has obvious appeal in K–12. In many ways, it feels like the accountability model district leaders have been waiting for. Instead of paying for promises, implementation milestones, or a polished pitch deck, the district pays for outcomes. That instinct is sound. In a climate shaped by budget pressure, board scrutiny, and rising expectations […]
Why Statistical Models Are the Secret to Your “Bulletproof” District Budget
If you are leading a district today, the problem is rarely a lack of data. In many cases, it is the opposite. Dashboards tracking attendance, assessment scores, and intervention usage. Spreadsheets. Vendor reports. Internal updates. On paper, it looks like everything you need to make strong decisions is already there. And yet, when you sit […]
What Is an Effect Size and Why Does It Matter?
A nonprofit leader presents results from a recent program. An EdTech team shares early findings from a district pilot. A school system reviews whether to renew a contract. In each case, the update sounds promising: “We saw a statistically significant impact on student outcomes.” Then someone asks the question that determines what happens next: “Is […]
Collaborating With Evaluators: What to Expect for K-12 Programs
An edtech company may need stronger proof that its product improves student outcomes. A nonprofit leader may need credible evidence ahead of a grant renewal. In each of these situations, hiring an external evaluator can be a smart next step. But what happens after that decision often determines whether the process produces a dusty PDF […]
When to Bring in an External Evaluator for K-12 Programs
A school district is reviewing whether to renew an edtech contract. A nonprofit organization is preparing a major grant application. A product team at an educational technology company wants credible evidence that its product improves student outcomes. In each of these situations, the same question eventually emerges: How do we know this actually works? Organizations […]
What Is a “Statistically Significant” Result (and What It Isn’t)
A district launches a math tutoring program for struggling 3rd graders. An edtech company wants to show that its literacy platform improves reading performance. A nonprofit needs evidence that its intervention is helping students succeed. School districts, edtech companies, and nonprofits working with youth increasingly rely on educational program evaluation to determine whether programs actually […]
The “Academic” Trap: Why Journal-Style Evaluation Is Useless for District Budget Meetings
It’s May. Contracts renew in six weeks. The board wants documentation before approving next year’s spend. District leaders make million-dollar decisions about curriculum, intervention programs, and digital tools on compressed timelines. These choices shape student achievement and staffing long after the vote is taken. Yet most education program evaluation evidence was never designed for this […]
The Value of Baseline Data: Setting Up for Success
You launch a new program. Teachers are trained. Students log in. Implementation looks strong. Six months later, outcomes are pretty good. Most students are above the benchmark. It feels like success. Then someone asks, “What were students’ starting points?” That question is where rigorous education program evaluation begins. Baseline data is the foundation that determines […]