Crossmark

Dynamic demand forecasting and capacity assessment for emergency care system: a hybrid time series and machine learning approach with evidence from Beijing

Crossref DOI link: https://doi.org/10.1186/s12913-026-14356-x

Published Online: 2026-03-14

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhao, Yuan https://orcid.org/0000-0002-8724-3990
License Information

Text and Data Mining valid from 2026-03-14

Accepted Manuscript valid from 2026-03-14
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Article History

Received: 15 January 2026

Accepted: 9 March 2026

First Online: 14 March 2026

Declarations

:

: Not applicable. This study did not involve human participants, animal experiments, or any data requiring ethical approval.

: Not applicable.

: The authors declare no competing interests.

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