Article ; Online: Deployment of an Interdisciplinary Predictive Analytics Task Force to Inform Hospital Operational Decision-Making During the COVID-19 Pandemic.
2020 Volume 96, Issue 3, Page(s) 690–698
Abstract: ... The framework shared here for the deployment of a COVID-19 predictive analytics task force could be adapted ... In March 2020, our institution developed an interdisciplinary predictive analytics task force ... our task force provided predictive insights through a structured set of visualizations and key messages that have ...
| Abstract | In March 2020, our institution developed an interdisciplinary predictive analytics task force to provide coronavirus disease 2019 (COVID-19) hospital census forecasting to help clinical leaders understand the potential impacts on hospital operations. As the situation unfolded into a pandemic, our task force provided predictive insights through a structured set of visualizations and key messages that have helped the practice to anticipate and react to changing operational needs and opportunities. The framework shared here for the deployment of a COVID-19 predictive analytics task force could be adapted for effective implementation at other institutions to provide evidence-based messaging for operational decision-making. For hospitals without such a structure, immediate consideration may be warranted in light of the devastating COVID-19 third-wave which has arrived for winter 2020-2021. |
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| MeSH term(s) | COVID-19/epidemiology ; COVID-19/therapy ; Decision Making ; Disease Management ; Forecasting ; Hospitals/statistics & numerical data ; Humans ; Intensive Care Units/statistics & numerical data ; Pandemics ; SARS-CoV-2 | |||||
| Language | English | |||||
| Publishing date | 2020-12-30 | |||||
| Publishing country | England | |||||
| Document type | Journal Article ; Review | |||||
| ZDB-ID | 124027-4 | |||||
| ISSN | 1942-5546 ; 0025-6196 | |||||
| ISSN (online) | 1942-5546 | |||||
| ISSN | 0025-6196 | |||||
| DOI | 10.1016/j.mayocp.2020.12.019 | |||||
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| Database | MEDical Literature Analysis and Retrieval System OnLINE |
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