I was sitting in a local advocacy meeting in San Francisco — providers, association leaders, community organizers — and I watched a familiar pattern play out in real time. Decisions were being made based on numbers that didn’t match what providers were experiencing on the ground. Funding was being directed toward building new capacity while existing providers struggled to fill spots. Resources were being misallocated — not because anyone intended harm, but because the data didn’t reflect reality.

I’ve written about this dynamic in The Same Question, Eight Years Later — the gap between what the numbers show and what providers actually experience.

But sitting in that meeting, I realized I was seeing the same problem from two directions. In my day job as Web Content Manager at the California Child Care Resource & Referral Network, I help maintain MyChildCarePlan.org — the statewide platform families use to find child care. Every day, I see how the data in the system shapes what families see and what policymakers decide. And every day, I see how incomplete that data can be.

The local meeting made the statewide problem personal. The incorrect data wasn’t just an abstract systems issue — it was affecting real providers in the room, real funding decisions at every level, from neighborhood planning to state budget hearings. And the root cause was surprisingly simple: providers weren’t updating their vacancy information, so the system couldn’t see them.

The problem with incomplete data

When Resource & Referral agencies and policymakers rely on outdated or incomplete vacancy information, the consequences are real:

• Funding for new centers when existing programs need help. If your openings aren’t visible in the system, the system assumes there’s a shortage — and responds by building more, not supporting what’s already there.
• Policies that miss the real challenges. When vacancy data is wrong, the narrative is wrong. And when the narrative is wrong, the solutions don’t match the problems families and providers actually face.

I’ve seen this firsthand. In San Francisco, a local measure aimed at expanding child care didn’t account for the fact that many family child care providers were struggling to fill existing spots. The data showed a shortage of slots. The reality was more complicated — providers had capacity, but the system couldn’t see it. By banding together through their association and sharing accurate vacancy data, providers successfully challenged the narrative and protected their businesses.

But here’s a nuance that’s important to understand: sometimes policymakers know the data is incomplete — and still can’t redirect the money.

Take San Francisco’s Child Care Facilities Fund (CCFF). Launched in 1998 by the Mayor’s Office, DHS, and private foundations, it was designed to increase the quantity of licensed care options and enhance the quality of child care — administered through the Low Income Investment Fund (LIIF). The fund provides capital grants, loans, renovation support, and technical assistance. Its mandate is clear: create new slots, preserve existing ones, and improve facilities.

That mandate made sense in 1998, when the landscape looked different. But the fund’s structure was written around the assumption that the primary problem was not enough capacity. When the reality shifts — when existing providers have vacancies they can’t fill, when enrollment drops, when the shortage is about access and visibility rather than raw slot counts — the funding framework doesn’t automatically shift with it. Even when a policymaker or agency director sees that existing providers need enrollment support more than new construction, the language of the grant may not allow them to redirect those dollars.

This is the structural trap. It’s not that anyone is making the wrong choice. It’s that the choices available are constrained by how the funding was originally written. And if the vacancy data was incomplete when those frameworks were designed — or remains incomplete now — there’s no evidence base to revisit the assumptions baked into them.

This means the problem isn’t just about bad data leading to bad decisions. It’s about bad data becoming locked into funding structures. Accurate vacancy reporting doesn’t just inform current decisions — it builds the case for changing the rules that constrain future ones. If communities can demonstrate that existing capacity is underutilized, they create the grounds to revisit how funds like the CCFF are structured — to balance new construction with support for providers who are already there, already licensed, and already serving families.

This isn’t an isolated story. It’s a structural pattern. And it’s happening in communities across California right now.

A civic duty that takes five minutes

I understand that providers are busy. Managing a child care program is physically and emotionally demanding work — meals, activities, developmental goals, parent communication, licensing requirements, all at once. The last thing anyone needs is more paperwork.

But this isn’t paperwork. This is the minimum action providers can take to make sure their voice is not lost in the decision-making process.

When you update your openings with your local R&R, you’re doing something simple but powerful: you’re making your reality visible to the people who make funding and policy decisions. Without that information, your experience — your vacancies, your capacity, your challenges — doesn’t exist in the data. And if it doesn’t exist in the data, it won’t be considered by policymakers.

I wrote in The Real Barrier Isn’t Data — It’s Interpretation that two agencies can look at the same numbers and walk away with opposite conclusions. That’s true. But the problem gets worse when the numbers themselves are incomplete. Interpretation is hard enough with good data. With bad data, it’s impossible.

What accurate data makes possible

When providers across a community share current, accurate vacancy information, the picture changes:

• Better funding decisions. Resources go where they’re actually needed — not where outdated numbers suggest they should go.
• More targeted support. Agencies can identify which programs need enrollment help versus which areas genuinely need new capacity.
• Policies that reflect the front lines. When decision-makers can see real vacancies alongside waitlist numbers, they can design solutions that actually work.

Your data is more than numbers. It’s a snapshot of your community’s needs. And when that snapshot is accurate, it becomes the strongest form of advocacy available — because it’s evidence, not opinion.

What you can do today

This doesn’t require a campaign or a committee. It requires a few minutes:

• Update your openings and vacancy data with your local R&R. Make sure your current situation is accurately reflected in the system families use to find care.
• Talk to your peers and your association. Spread the word about why accurate data matters. When one provider updates, it helps. When a whole community updates, it changes the conversation.
• Check the public-facing data. Visit MyChildCarePlan.org to see how your program appears to families and agencies. If something looks off — wrong hours, wrong age groups, missing vacancy information — contact your local R&R to correct it.

The bigger picture

I’ve been in enough meetings to know that when the dashboard goes dark, decisions keep getting made — just without the community seeing the numbers. Providers can’t control whether agencies publish data transparently. But they can control whether their own information is current and accurate in the system.

That’s the civic duty I’m describing. Not a burden. Not bureaucracy. Just the simplest, most direct way to make sure that when someone in a hearing room or a budget meeting says “there’s a shortage,” the numbers actually back it up — or challenge it.

Your voice matters in this process. But your voice only reaches the policy table if the data carries it there. A few minutes of updating your openings is the most efficient advocacy most providers will ever do.

Let’s make sure the next time a decision gets made about child care in your community, your reality is part of the picture.