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---
license: cc-by-nc-sa-4.0
extra_gated_prompt: >-
By submitting this access request, you agree to the following terms:
- You will NOT share, redistribute, or transfer this dataset to any third
party.
- You will use this dataset solely for your own academic or non-commercial
research purposes.
- You will NOT attempt to identify, re-identify, or de-anonymize any
individuals or entities contained in the data.
- You will appropriately cite this dataset in any publications or
presentations resulting from its use.
- You understand that any violation of these terms may result in immediate
revocation of access and other legal actions.
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language:
- en
tags:
- AI for children's health
size_categories:
- 10K<n<100K
---
# CCQ: A Multi-State Child Care Quality Dataset
**Dataset Contributing Authors**: Victor Li (victor.li@emory.edu), Jiaying Lu (jiaying.lu@emory.edu)
When using this resource, **please cite** our paper:
```bibtex
@misc{li2026CCQ,
title = {CCQ: A Multi-State Child Care Quality Dataset to Support AI for Children’s Health Research},
author = {Victor Li and Yuzhang Xie and Ziwei Dong, Qingyang Zhu and Wenjing Ma and Carl Yang and Jinbing Bai and Huiwen Xu and Jiaying Lu},
journal={arXiv preprint arXiv:2610.05863},
year = {2026}
}
```
## Release Notes
### CCQ v2.0
CCQ v2.0 was released on Sep 28, 2026. Data from twelve states were collected.
### CCQ v1.0
CCQ v1.0 was released on Feb 8, 2026. Child care records from GA was collected.
## Ethics
The collection of information and creation of the research resource was reviewed by the Institutional Review Board at Emory University.
## Acknowledgements
We would like to thank the Emory School of Nursing's Center for Data Science for the support. This work was partially supported by the 2025-2026 RISE Pilot Grant Program from *Center for Children’s Health Assessment, Research Translation, and Combating Environmental Risk* (US National Institute of Environmental Health Sciences 1P2CES033430-01).