The evidence problem nobody talks about
Good teachers are leaving. Kids are missing support they needed two years ago. And in most cases, the people responsible for those programs knew something was wrong before it got worse. They just didn’t have the connected data to make that case to the people who could do something about it.
That’s a data infrastructure failure, not a program failure. The good news is that it’s fixable; the urgent news is that every day it remains broken, children and families pay for it.
When the data lives everywhere, the story lives nowhere
Right now, a child’s health records sit in one system. Their child care subsidy information sits in another. Their teacher’s credentials are in a third. The program’s quality rating is somewhere else entirely. None of these systems talk to each other, which means no one has the full picture.
More than an administrative inconvenience, that fragmentation directly limits what leaders can see, what they can report, and what they can improve. When a child slips through the cracks, it’s not because anyone stopped paying attention. It’s because no single person or system had the complete view.
An Early Childhood Integrated Data System (ECIDS) changes that. By connecting data that currently lives in separate agency silos, an ECIDS creates a single, coherent record of a child’s early learning experience: health, program participation, workforce, and family engagement all in one place. That foundation makes the work visible in ways it hasn’t been before, which is essential for proving and improving ECE outcomes.
From looking backward to looking ahead
Traditional reporting in early childhood tells you what happened: year-end studies show if enrollment increased, federal reports document spending. But reporting this way doesn’t tell you what’s happening right now, and it certainly doesn’t tell you what’s coming.
Modern data systems make a different kind of analysis possible. When you’re tracking leading indicators, things like teacher turnover rates, family engagement patterns, classroom attendance trends, and regional licensing activity, you’re not waiting for a problem to show up in a year-end report. You’re seeing it early enough to do something about it.
That shift from lagging data to live data changes how programs operate. Instead of reacting to problems after they’ve compounded, leaders can direct resources and support to where they can affect a change before a small gap becomes a much larger one.
The long-term case
Early childhood investment has one of the strongest evidence bases in all of social policy. Research from economist James Heckman and the Perry Preschool Project consistently shows that every dollar invested in quality early childhood programs can return up to seven dollars in long-term savings through reduced special education needs, lower rates of grade retention, and decreased reliance on social services.
That’s a compelling number. The problem is that most early childhood programs can’t connect it to their own work. They can cite the research, but they can’t show the local version of it, “This teacher’s professional development led to this change in classroom quality, which shows up six months later in these kindergarten readiness scores.”
Linking early childhood data to K–12 records makes that case possible. When you can trace a child’s trajectory from their first program enrollment through their early elementary years, you don’t have to rely on the abstract of someone else’s research to justify your funding request. You prove your point by showing your own evidence.
Data as a tool for advocacy, not blame
One concern we hear from early childhood leaders is that better data means more scrutiny, and more scrutiny means more risk. That’s a reasonable worry, and it’s worth addressing directly.
Connected data doesn’t expose programs to blame. It gives programs the ability to explain their circumstances. When you can show that a funding cut in one quarter led to increased teacher turnover, which shows up in lower family engagement scores three months later, the story changes. The conversation shifts from “Why are your outcomes down?” to “What does this program need?”
That’s a very different position to be in when you’re sitting across from a funder or a policymaker. Advocacy built on data is harder to dismiss than advocacy built on conviction alone.
Where to start
If your current data landscape feels overwhelming, you’re not alone. Most early childhood agencies didn’t build these systems with integration in mind, and building toward it doesn’t happen overnight. But it does start somewhere, and starting with clarity about where you are is more useful than waiting until you know exactly where you’re going.
A few practical starting points:
- Map where your data currently lives. Identify every system that holds information about children, families, workforce, and program quality. The gaps usually become obvious pretty quickly.
- Identify your highest-value data connection. You don’t have to integrate everything at once. Start with the link that would give you the most useful picture: child attendance and subsidy data, for example, or teacher credentials and classroom quality ratings.
- Build toward shared data standards across agencies. Consistent definitions and data structures are what make integration possible at scale. That work is less visible than a new dashboard, but it’s what makes the dashboard mean something.
- Think about your audience before you build your reports. The data that helps a program director improve services looks different from the data that helps a state leader make a funding case. Build for both.
None of this is simple. But the alternative, continuing to operate from a fragmented picture while trying to make the case for your work’s value, is harder.
Know where you stand
Before you can build toward integrated data, it helps to understand your current state. Our Early Childhood Data Maturity Quiz gives early childhood leaders a clear picture of where their data infrastructure is today and what the most impactful next steps look like.
Or if you’d rather start with a conversation, we’re easy to reach.
About the author
Amy Smigielski
Early Care and Education Manager @ Resultant
With over 15 years of experience, Amy is first and always an early childhood practitioner. She began her career as a...
