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K-12 School Teaching Posture Correlates with COVID-19 Disease Outcomes in Ohio
Cheyenne Ehman; Yixuan Luo; Zi Yang; Ziyan Zhu; Sara Donovan; Annika J. Avery; Jiayi Wang; James Lawler; Rebecca Nugent; Valerie Ventura; Seema S Lakdawala.
Affiliation
  • Cheyenne Ehman; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Yixuan Luo; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Zi Yang; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Ziyan Zhu; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Sara Donovan; Global Center for Health Security, University of Nebraska Medical Center
  • Annika J. Avery; University of Pittsburgh School of Medicine
  • Jiayi Wang; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • James Lawler; Global Center for Health Security, University of Nebraska Medical Center
  • Rebecca Nugent; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Valerie Ventura; Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA
  • Seema S Lakdawala; University of Pittsburgh School of Medicine
Preprint in English | medRxiv | ID: ppmedrxiv-21260464
ABSTRACT
At the start of the COVID-19 pandemic, most US K-12 schools shutdown and millions of students began remote learning. By September 2020, little guidance had been provided to school districts to inform fall teaching. This indecision led to a variety of teaching postures within a given state. In this report we examine Ohio school districts in-depth, to address whether on-premises teaching impacted COVID-19 disease outcomes in that community. We observed that counties with on-premises teaching had more cumulative deaths at the end of fall semester than counties with predominantly online teaching. To provide a measure of disease progression, we developed an observational disease model and examined multiple possible confounders, such as population size, mobility, and demographics. Examination of micropolitan counties revealed that the progression of COVID-19 disease was faster during the fall semester in counties with predominantly on-premises teaching. The relationship between increased disease prevalence in counties with on-premises teaching was not related to deaths at the start of the fall semester, population size, or the mobility within that county. This research addresses the critical question whether on-premises schooling can impact the spread of epidemic and pandemic viruses and will help inform future public policy decisions on school openings.
License
cc_by_nc_nd
Full text: Available Collection: Preprints Database: medRxiv Type of study: Observational study / Prognostic study Language: English Year: 2021 Document type: Preprint
Full text: Available Collection: Preprints Database: medRxiv Type of study: Observational study / Prognostic study Language: English Year: 2021 Document type: Preprint
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