Learning Models for Forecasting Hospital Resource Utilization for COVID-19 Patients in Canada
This work aims to create predictive models that can use Canada COVID-19 data and pandemic-related factors to accurately forecast 5 quantities – three related to hospital resource utilization (i.e., number of hospital beds, ICU beds, and ventilators that will be needed by COVID-19 patients) and two to the pandemic progress (i.e., number of COVID-19 cases and COVID-19 deaths) – several weeks in advance.
COVID-19, Workforce Autonomy and the Health Supply Chain
This paper examines the relationship between health supply chain capacity and the impact of the COVID-19 pandemic on Canada’s health workforce. The findings of this research also highlight the impact of the pandemic on health workers, specifically the relationship between the health supply chain and the autonomy of the health workforce.
Key Characteristics of a Fragile Healthcare Supply Chain: Learning from a Pandemic
In this paper, we present emerging findings from a national research study that documents the key features of the fragility of the health supply chain evident across the seven Canadian provinces. Results suggest that the fragility of the health supply chain contributes to substantive challenges across health systems, thus limiting or precluding proactive and comprehensive responses to pandemic management. These findings inform strategies to strengthen supply chain capacity and performance in order to enable health systems to effectively respond to pandemic events.
An Evidence-Based Strategy to Scale Vaccination in Canada
In this paper, we present emerging findings, from a national research study, that document the key challenges faced by current vaccine rollout strategies, which include procurement and leadership strategies, citizen engagement and limitations in supply chain capacity. These findings are used to inform a scalable vaccine strategy comprising collaborative leadership, mobilization of an integrated workforce and a digitally enabled supply chain strategy.