Abstract
Results. Florida childcare inspectors recorded 58,864 findings from July 2023 through June 2026. The three most common DaycareFacts topics - health or food records, staff training, and equipment or emergency readiness - accounted for 25,426, or 43.2%, of all findings. Health or food records alone appeared in 9,806 findings across 6,458 reports.
Methods. We grouped official report text into 20 consistent topics and compared five common topics across 18 counties after accounting for provider type.
Conclusion. A small group of topics accounts for a large share of recorded findings, while county patterns differ across topics.
Key findings
- The top three topics made up 43.2%
Together, health or food records, staff training, and equipment or emergency readiness accounted for 25,426 findings.
- Health or food records was the most frequent DaycareFacts topic
This analytical topic contained 9,806 findings across 6,458 reports.
- One five-topic pattern stood out
In the adjusted comparison, Polk was above Florida for all five topics shown; Alachua and Miami-Dade were below Florida for all five.
1. Introduction
Finding totals show how much inspectors recorded, but not what they recorded. This study asks: which subjects appeared most often in Florida inspection findings, and how did five common subjects differ across counties?
DaycareFacts grouped varied official wording into consistent topics so the records could be counted together. A report can contain several topics, so topic counts and report shares overlap and should not be added to 100%. Statewide counts and adjusted county comparisons are presented separately.
2. Data and methods
Source and study window
We used Florida CARES childcare inspection records dated July 1, 2023 through June 30, 2026. Statewide totals cover all records available for that period.
Finding and report definitions
A finding is one citation linked to a report. Findings per 100 reports counts every citation; the report share counts each report once when that topic appears. Both rates use all 83,551 inspection reports, including reports without a finding in that topic.
DaycareFacts topic rules
Consistent text rules group official report wording into 20 DaycareFacts analytical topics. They do not replace the official reports.
County inclusion
The matrix includes counties with at least 50 inspected providers, 200 reports, and 20 reports from each provider type. Eighteen counties met all three rules.
Provider-type adjustment
We calculated each topic separately for centers, family homes, and large family homes. Direct standardization then recalculated each county as if it had Florida’s same provider mix. No missing rate was estimated.
Classification and audit rules
All 58,864 findings received one of the 20 reviewed topics in the corrected study artifacts. CARES flags and linked rows disagreed for 131 reports; we used the linked rows consistently.
Why Florida’s official severity levels are not compared
Florida assigns Class I, II, or III to licensing-standard violations. Class I is the most serious; Class II is less serious than Class I; and Class III is less serious than Class I or II and has lower potential for harm. These official levels are separate from DaycareFacts analytical topics and parent-facing concern labels. This field was missing for 33.4% of findings (19,670 records), so we did not compare these severity levels across counties.
3. Results
The three-year topic set
Health or food records, staff training, and equipment or emergency readiness were the three most common topics. Together, they accounted for 25,426 of 58,864 findings, or 43.2%.
Statewide overview
Health or food records led with 9,806 findings, followed by staff training with 8,669 and equipment or emergency readiness with 6,951. These are DaycareFacts analytical topics, not official Florida categories. The chart shows six topics; the table includes all 20.
Statewide context
Most frequently recorded topics
The bar length and large number show recorded findings. The smaller rate uses all Florida inspection reports as the denominator.
County comparison
Polk’s adjusted rates were above Florida for all five topics shown. Alachua and Miami-Dade were below Florida for all five. Each cell gives the difference in findings per 100 reports; arrows and numbers carry the meaning without color.
| County | Health or food records | Staff training | Equipment or emergency readiness | Sanitation or facility condition | Background screening |
|---|---|---|---|---|---|
| Alachua | -8.1 findings per 100 reports compared with Florida | -6.1 findings per 100 reports compared with Florida | -5.6 findings per 100 reports compared with Florida | -6.9 findings per 100 reports compared with Florida | -4.5 findings per 100 reports compared with Florida |
| Brevard | -3.4 findings per 100 reports compared with Florida | -0.2 findings per 100 reports compared with Florida | -3.3 findings per 100 reports compared with Florida | -4.7 findings per 100 reports compared with Florida | -3.2 findings per 100 reports compared with Florida |
| Broward | -5.5 findings per 100 reports compared with Florida | -3.9 findings per 100 reports compared with Florida | -4.1 findings per 100 reports compared with Florida | -2.7 findings per 100 reports compared with Florida | -4.2 findings per 100 reports compared with Florida |
| Collier | -5.0 findings per 100 reports compared with Florida | -5.8 findings per 100 reports compared with Florida | -3.4 findings per 100 reports compared with Florida | -4.1 findings per 100 reports compared with Florida | -1.5 findings per 100 reports compared with Florida |
| Duval | -5.2 findings per 100 reports compared with Florida | -0.9 findings per 100 reports compared with Florida | -5.1 findings per 100 reports compared with Florida | -5.0 findings per 100 reports compared with Florida | -1.3 findings per 100 reports compared with Florida |
| Hillsborough | +9.5 findings per 100 reports compared with Florida | +2.9 findings per 100 reports compared with Florida | +9.8 findings per 100 reports compared with Florida | +15.3 findings per 100 reports compared with Florida | -0.3 findings per 100 reports compared with Florida |
| Lee | -1.6 findings per 100 reports compared with Florida | -1.9 findings per 100 reports compared with Florida | -4.6 findings per 100 reports compared with Florida | -1.6 findings per 100 reports compared with Florida | -1.7 findings per 100 reports compared with Florida |
| Marion | +13.5 findings per 100 reports compared with Florida | -0.3 findings per 100 reports compared with Florida | +2.3 findings per 100 reports compared with Florida | -1.4 findings per 100 reports compared with Florida | -0.5 findings per 100 reports compared with Florida |
| Miami-Dade | -7.4 findings per 100 reports compared with Florida | -2.6 findings per 100 reports compared with Florida | -4.3 findings per 100 reports compared with Florida | -5.4 findings per 100 reports compared with Florida | -0.7 findings per 100 reports compared with Florida |
| Orange | -1.2 findings per 100 reports compared with Florida | -1.3 findings per 100 reports compared with Florida | -2.2 findings per 100 reports compared with Florida | -3.4 findings per 100 reports compared with Florida | -1.0 findings per 100 reports compared with Florida |
| Osceola | -3.5 findings per 100 reports compared with Florida | -0.4 findings per 100 reports compared with Florida | -4.1 findings per 100 reports compared with Florida | -4.7 findings per 100 reports compared with Florida | +1.8 findings per 100 reports compared with Florida |
| Palm Beach | +1.9 findings per 100 reports compared with Florida | +1.5 findings per 100 reports compared with Florida | +9.3 findings per 100 reports compared with Florida | -0.0 findings per 100 reports compared with Florida | +1.4 findings per 100 reports compared with Florida |
| Pasco | +8.6 findings per 100 reports compared with Florida | +8.4 findings per 100 reports compared with Florida | +6.7 findings per 100 reports compared with Florida | +9.8 findings per 100 reports compared with Florida | +0.3 findings per 100 reports compared with Florida |
| Pinellas | +9.9 findings per 100 reports compared with Florida | +7.8 findings per 100 reports compared with Florida | -0.6 findings per 100 reports compared with Florida | -1.3 findings per 100 reports compared with Florida | +9.8 findings per 100 reports compared with Florida |
| Polk | +22.3 findings per 100 reports compared with Florida | +11.0 findings per 100 reports compared with Florida | +14.8 findings per 100 reports compared with Florida | +23.5 findings per 100 reports compared with Florida | +9.2 findings per 100 reports compared with Florida |
| Sarasota | +5.9 findings per 100 reports compared with Florida | -8.6 findings per 100 reports compared with Florida | +8.9 findings per 100 reports compared with Florida | +14.8 findings per 100 reports compared with Florida | -4.7 findings per 100 reports compared with Florida |
| St. Lucie | -7.3 findings per 100 reports compared with Florida | -2.7 findings per 100 reports compared with Florida | -4.8 findings per 100 reports compared with Florida | -3.5 findings per 100 reports compared with Florida | -3.5 findings per 100 reports compared with Florida |
| Volusia | -2.8 findings per 100 reports compared with Florida | -3.4 findings per 100 reports compared with Florida | -2.9 findings per 100 reports compared with Florida | -3.3 findings per 100 reports compared with Florida | -2.3 findings per 100 reports compared with Florida |
Complete topic table
Findings per 100 reports counts citations. Reports with this topic per 100 reports is the percentage-like share of reports with at least one finding in that topic. Both rates use all Florida inspection reports. Neither column should be added across topics.
| Topic | Findings | Reports with this topic | Findings per 100 reports | Reports with this topic per 100 reports |
|---|---|---|---|---|
| Health or food records | 9,806 | 6,458 | 11.7 | 7.7% |
| Staff training | 8,669 | 6,533 | 10.4 | 7.8% |
| Equipment or emergency readiness | 6,951 | 5,264 | 8.3 | 6.3% |
| Sanitation or facility condition | 6,578 | 4,645 | 7.9 | 5.6% |
| Background screening | 4,874 | 3,687 | 5.8 | 4.4% |
| Recordkeeping | 3,548 | 2,887 | 4.2 | 3.5% |
| Hazardous access | 2,833 | 2,315 | 3.4 | 2.8% |
| Administrative posting | 2,427 | 1,755 | 2.9 | 2.1% |
| Transportation | 2,399 | 1,847 | 2.9 | 2.2% |
| Emergency preparedness | 2,368 | 2,174 | 2.8 | 2.6% |
| Supervision | 1,873 | 1,627 | 2.2 | 1.9% |
| Attendance accountability | 1,662 | 1,512 | 2.0 | 1.8% |
| Staff-to-child ratio | 1,042 | 1,022 | 1.2 | 1.2% |
| Incident records | 1,007 | 902 | 1.2 | 1.1% |
| Child guidance | 967 | 875 | 1.2 | 1.0% |
| Sleep safety | 921 | 840 | 1.1 | 1.0% |
| Medication | 824 | 656 | 1.0 | 0.8% |
| Inspection access or misrepresentation | 61 | 61 | 0.1 | 0.1% |
| Pool barrier | 53 | 51 | 0.1 | 0.1% |
| Operator residency | 1 | 1 | 0.0 | 0.0% |
All 58,864 findings are represented across the 20 reader-facing topics in this table.
4. Discussion
The three leading topics accounted for just over two in five recorded findings. The county matrix was not uniform: Polk was above Florida on all five topics, while Alachua and Miami-Dade were below Florida on all five. Those directions describe the record set, not a reason for the difference.
Those differences may reflect inspection purpose, frequency, reporting practice, or other features this study could not measure. Five counties use local licensing, but their results point in different directions. A topic’s finding count and its number of reports should be read together because one report can hold several citations.
This study compares what inspectors recorded. It does not measure which topics or places are safer.
5. Limitations
- These public records are not a random sample. They do not fully identify why each inspection occurred, and inspection frequency and reporting can differ by place and provider type.
- The DaycareFacts topic rules simplify varied official text. They are not official Florida categories and do not replace reading the source report. The updated study assigns every in-window finding to one of the 20 reviewed topics.
- Florida’s official violation severity level - Class I, II, or III - was missing for 33.4% of findings, so geographic comparisons of those severity levels were not calculated.
- The adjustment covers only three provider types. It does not account for local administration, capacity, children served, or current conditions. The minimum-data rules also favor larger, frequently inspected counties and common topics.
- No sampling margin of error or uncertainty interval is available for these administrative counts, and no statistical-significance test was performed. CARES flags and linked finding rows disagreed for 131 reports. Topic rates do not establish causes or measure child outcomes, current conditions, safety, or childcare quality.
Interpretation boundary: A frequently recorded topic shows what appeared in the available reports. It does not, by itself, evaluate a provider or community.
6. Conclusions
Three topics - health or food records, staff training, and equipment or emergency readiness - accounted for 43.2% of Florida’s recorded findings. The topic view helps readers see what reports discussed and where to ask closer questions; it does not judge present-day conditions.
7. Data availability and reproducibility
The underlying official records are available through the Florida CARES public search. DaycareFacts does not currently offer the derived study tables as a public download.
This updated review page reads the August 12, 2026 artifact revision under the contracts florida_inspection_findings_phase2_v1 and florida_inspection_findings_phase2b_v1. The build verifies each consumed file’s declared name and SHA-256 hash, plus row counts where applicable, against reviewed manifests and stops if an expected file does not match. County topic values use direct provider-type standardization with a frozen statewide full-window report mix.
8. How to cite this study
Paukstys, M. (2026, August 8; updated August 12). What Florida Childcare Inspectors Cite Most Often. DaycareFacts. https://daycarefacts.com/research/what-florida-childcare-inspectors-cite-most-often
9. References and related research
- Florida Department of Children and Families. Florida CARES public search. Open official source
- DaycareFacts. Data and methodology.
- DaycareFacts Research. How Childcare Inspection Finding Rates Vary Across Florida .