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.
Diversity alone won’t get the votes for funding public education. It takes communities that are more integrated and connected, where residents have a sense of shared stake.
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Let's look at a standard N95 mask to understand why the U.S. is so dependent on overseas suppliers for personal protective equipment (PPE). It has several individual components: filter, shell, coverweb, nose clip, nose foam, and straps. Each of those requires raw materials, chiefly polyester, polypropylene, and aluminum.
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The COVID-19 pandemic has crippled the airline industry. Passenger numbers are down more than two-thirds from last year, and airlines have been canceling flights and shutting down routes. It’s frustrating for travelers, but for patients on organ transplant waitlists, the loss of flights can put a life-saving kidney or heart out of reach.
A coronavirus vaccine looms on the horizon as politicians and school boards are allowing more students return to full classrooms. The confluence of these two events presents a question: Should the state require COVID-19 vaccines for school-age children?
On the day that a COVID-19 vaccine is approved, a vast logistics operation will need to awaken. Millions of doses must travel hundreds of miles from manufacturers to hospitals, doctor’s offices, and pharmacies, which in turn must store, track, and eventually get the vaccines to people all across the country. The Centers for Disease Control and Prevention, along with state and local health departments, coordinates this process. These agencies distributed flu vaccines during the 2009 H1N1 pandemic this way, and they manage childhood vaccines every day. But the COVID-19 vaccine will be a whole new challenge.
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