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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:

@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).