The INFORMS Analytics+ Conference showcased how companies are turning advanced analytics and AI into measurable operational results
In most emergency departments, beds are a hot commodity. But some patients don’t actually need a bed for their treatment – and accurately identifying those people is a low-lift but effective way to increase efficiency without sacrificing care quality, finds a study recently published in the journal Management Science.
The researchers developed a simple decision tree, informed by mathematical and machine learning models, to help staff decide whether a patient truly needs a bed or can be routed to a “vertical processing pathway” – that is, an area where they can be treated sitting up. Many hospitals already have such an area but don’t necessarily have a systematic way to decide which patients are treated there.
American teenagers start their school day too early.
Medical experts have been clear for years: sleep cycle changes during puberty make it hard for teenagers to learn in the early morning. Later school start times have been linked to better sleep, improved mental health, stronger academic performance and even safer driving.
Most school district leaders know about this problem and care about fixing it. But changing the schedule can feel operationally impossible.
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Drive-thru COVID-19 vaccination sites, if set up nationwide on a massive scale, could significantly speed up the number of Americans vaccinated, according to new research that provides a detailed model for how to do it.
How much has the polar vortex set back vaccinations in Texas? When will we get our old lives back? And what will 'normal' even look like then?
The severe weather sweeping across the U.S. is disrupting Covid-19 vaccine distribution, complicating a bumpy rollout that had started smoothing out only in recent weeks.
An ongoing study led by North Carolina State University and North Carolina A&T State University focuses on assessing the mental, emotional and physical health of undergraduates during the pandemic – in order to determine how universities can better support their students. The study involves students at NC State, North Carolina A&T State University, University of Iowa, and Duke University. “The pandemic is making us evaluate and reinvent the college experience, at least temporarily,” says Julie Ivy, principal investigator (PI) of the study. “For example, the pandemic has highlighted the importance of social connection. How we can facilitate social connection when every course is online?
Policymakers at all levels of government have been racing to vaccinate hundreds of millions of people to save lives and blunt the deadly COVID-19 pandemic. According to a recent study published in the INFORMS Journal on Applied Analytics, it provides a simulated model for drive-through clinics that can be used for mass COVID-19 vaccinations based on the successful use of such a clinic to address H1N1. The paper, “Lessons from Modeling and Running the World′s Largest Drive-Through, Mass Vaccination Clinic,” looks at data from The Louisville Metro Public Health and Wellness department during the H1N1 vaccinations.
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