Methodology
How the Daycare Confidence Index Is Calculated
A 0 to 100 score built only from what can be verified about a provider. Five areas can contribute: regulatory and safety history, parent reviews, accreditation, staff qualifications, and profile transparency. How many of them actually contribute depends on what the provider's state publishes. The score exists to help families compare providers quickly. It never replaces a visit, your own questions, or your own judgment.
The two statewide rankings, and how they differ
The homepage ranks states two ways, and the two lists measure different things. The safety index reads the state's verified record: inspections, licensing, accreditation. The parent sentiment average reads only what parents say in public reviews. A state can sit high on one list and absent from the other, and that disagreement is information, not an error.
Top 10 states by safety index
A state's safety index is the average Daycare Confidence Index across every provider in that state we can score. Because each state's average is built from the evidence that state publishes, and states publish very different things, the two ends of this list are not measuring the same quantity. Read it as a within-state summary, never as a league table.
Inside one state the comparison holds: every provider there is scored against the same available categories. Across states it does not, and no re-weighting repairs it, because what is missing is the state's own inspection record. A state appears only once at least 100 of its providers carry a score.
Top 10 states by parent sentiment
A state's parent sentiment is its average parent star rating on a 0–5 scale, taken from each provider's Google rating where we hold one and its Yelp rating otherwise. It is an average of provider averages, not of individual reviews, so a large centre with a thousand reviews does not outweigh a small one. A state appears only once at least 100 of its providers carry a rating.
Regulatory history plays no part in this number. It answers “what do parents say?” and nothing else. Read it beside the safety index, never instead of it.
How the categories add up
Five areas can contribute to a provider's score. The shares below are the most each can be worth, in the case where all five can be checked.
That case is rare. When a category cannot be checked for a provider, it is removed from that provider's calculation entirely, from the total and from the divisor both, and the remaining categories are re-weighted against each other. Two are unavailable at scale today: regulatory history outside the states whose inspection records we read, and staff qualifications, which no state we ingest publishes per provider in a readable form.
Regulatory history carries the largest ceiling because it is the one input verified independently by a government inspector. Profile transparency carries the smallest and cannot lift a provider into a higher band on its own.
These shares are ceilings, not the formula. A category we cannot check for a provider drops out of that provider's score entirely, and the remaining categories are re-weighted against each other.
- Regulatory & Safetyup to 50%Safety history the state itself inspects, where the state's records can be read.
- Parent Reviewsup to 17%Lived experience of families, adjusted so a handful of reviews cannot skew the picture.
- Accreditationup to 12%Investment in quality beyond basic licensing.
- Staff Qualificationsup to 12%Not scored yetNot yet scoreable anywhere. No state publishes this per provider.
- Transparencyup to 9%How much practical information a provider actually shares.
What each category measures
Regulatory & Safety (up to 50% of a score)
Licensing inspections and their findings drive this category. Every state writes its own rules and names its own severity classes, so each finding is mapped to one of three internal levels and providers in different states are read on the same scale. Level 1 is the most serious, an imminent threat to child safety, and weighs the most. Level 2 is moderate risk. Level 3 is minor, usually paperwork or procedure. The score reflects both how many findings a provider has accumulated and how many inspections the state has done, so a provider with sixteen inspections and seven minor findings is treated more fairly than a provider with four inspections and the same seven findings. Recency matters. Findings in the last year weigh at full strength and fade to zero past five years. Two or three clean recent inspections earn small bonuses. Serious enforcement actions such as warnings, corrective action, probation, suspension, emergency closure, or license revocation reduce the score, and a recent revocation caps this category at 30 while a recent emergency closure caps it at 40. No state publishes enforcement actions in a form we can read yet, so nothing on the site has been scored against them. Where we cannot read a state's inspection records at all, this category is excluded from the score rather than treated as a clean record.
Parent Reviews (up to 17% of a score)
Average rating across platforms, how many reviews a provider has, how recent the latest reviews are, and how consistent the ratings have been over time. A statistical adjustment stops very small review counts from unfairly boosting or penalizing providers. Reviews are capped so they cannot outweigh serious regulatory concerns.
Accreditation (up to 12% of a score)
Recognized national accreditations such as NAEYC, the National Accreditation Commission, and APPLE. Having accreditation raises the score; not having it does not lower it. Many strong providers have simply not pursued accreditation yet.
Staff Qualifications (up to 12% of a score)
Not scored yetA recognized director credential, CDA-qualified staff, staff with bachelor's degrees in Early Childhood Education, and high completion rates for required staff training. No state we ingest publishes per-provider staff credentials in a form our pipeline can read, so this category is excluded from every provider's score today and its share of the total is currently zero. It is listed here because the design is built and waiting on a source, not because it is quietly counting against anyone. Lack of documented qualifications has never implied poor quality.
Transparency (up to 9% of a score)
Operating hours and contact information, website and photos, curriculum and meals information, participation in the state's own pre-K and subsidy programs, and whether the provider serves children with special needs. Program names differ by state: in Florida those fields are VPK and School Readiness, and other states publish their own equivalents under their own names. A complete profile earns a small bonus. This category cannot move a provider from a lower band into the highest band by itself.
How we label the overall score
Every provider's overall score maps to one of four labels so it stays easy to interpret at a glance:
- 90+High Confidence
- 75+Solid Option
- 60+Mixed Signals – Review Carefully
- 0+Elevated Risk – Review Carefully
Every score is a range, and rankings use its floor
Two providers can share the same score with very different evidence behind it: one backed by years of inspections and hundreds of reviews, the other by a handful of reviews and nothing else. So alongside each score we compute a statistical range (a Wilson interval) that narrows as verified evidence accumulates. Thin evidence means a wide range. Rich evidence means a tight one.
Ranked lists outside Florida sort providers by the bottom of that range: the score the public record can defend, not the score a single glowing review can inflate. A provider with little evidence cannot float above one with a rich verified record, no matter how good its few data points look. This is how thin data costs certainty instead of costing points.
Missing data never counts against a provider
This is the rule behind the coverage section above, stated once more because it is the one most easily misread. When a category cannot be checked, it drops out of the calculation rather than scoring zero, and the remaining categories are re-weighted so the provider is judged only on what can actually be verified.
The reverse holds just as firmly: missing data never counts for a provider either. And when a violation is on file but its severity is not, we score it at the moderate middle weight and disclose the count, rather than guessing at the worst or quietly ignoring it.
Why some providers show no score at all
A score needs something real behind it. When a provider has no readable inspection history and fewer than five parent reviews, we publish no number. A score computed from a statistical prior and a few profile fields would read as a judgment of the provider when it is only a judgment of our data. Those profiles say “Not scored” until enough verified information accumulates, and scores appear automatically as it does.
Why we always show the category breakdown
One opaque number would hide the story. Every profile shows the score for each category so you can see where a provider is strong and where you might want to ask a follow-up question. A provider with a strong regulatory history and no accreditation is a different story than a provider with mixed inspections and pristine reviews, and only you can weigh which story matters most for your family.
Legal disclaimer
The Daycare Confidence Index and related ratings are provided for general informational purposes only. The Index is generated from third-party data sources, including public licensing and enforcement records and user reviews, which may be incomplete, updated on different schedules, or contain errors. We do not independently verify all information used in the Index, and we do not endorse, certify, or guarantee any childcare provider. The Index does not constitute professional advice or a determination of a provider's safety, compliance, or fitness for your child. Ratings are subject to change as new information becomes available and may not reflect the most recent events at a provider. By using this site, you agree that you are solely responsible for your childcare decisions and that you will conduct your own due diligence, including visiting providers in person, reviewing official state records, and consulting qualified professionals as needed. We are not liable for any decisions you make based on the Daycare Confidence Index or information displayed on this site.
Questions or corrections? Contact us.
