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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Often, a crisis brings about a re-evaluation of basic systems. As the world wrestles with the multi-faceted impacts of COVID-19, the global supply chain has come under very close scrutiny.
The rug has been pulled out from beneath us. Doing things the same way we’ve always done them will no longer serve us, so we can’t simply put it back in its place. In fact, the definition of pulling the rug out from underneath someone is that doing so causes their plans to fail, because they have little recourse or time to respond adequately. It’s a fitting metaphor for the world’s supply chains, which have always had to figure out how to respond rapidly in the face of rug-tugging disruptions, although none at the scope of the current one. We can count on disruption occurring again, in some form, so the only way to respond is to build in the supply chain agility necessary to be able to respond more effectively next time our rug is yanked.
If there’s any certainty in an uncertain world economy right now, it’s that the coronavirus crisis is shaking up the way global businesses think about their supply chains.
Once upon a time—yet merely weeks ago—chasing technological trends and making investments in innovation were considered discretionary to attaining a competitive edge in business.
I thought it would be a simple purchase. A heater and some hard wax beads so I could wax my bikini line and armpits at home during lockdown. Hours later, I felt no closer to making a decision.
OR/MS Today is the INFORMS member magazine that shares the latest research and best practices in operations research, analytics and the management sciences.
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Analytics magazine showcases articles and research reports based on big data, AI, machine learning, data analytics and other new-age technologies.
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