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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Michael Armstrong, Associate Professor of Operations Research at Brock University - Ontario Cannabis Store Earned $234 Million
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EDITOR’S NOTE: Decision Science Digest is a periodic communique highlighting recent peer-reviewed research published by INFORMS, the largest association for the decision and data sciences, across its 17 journals. This issue highlights four press releases based on the findings of new peer-reviewed articles.
On more than one occasion during the past year and a half, University of Massachusetts Amherst (UMass) Professor Anna Nagurney has found herself sitting in her office in the picturesque Massachusetts town on Zoom calls mentoring researchers and scholars affiliated with the Kyiv School of Economics (KSE) who were sheltering from Russian missiles in the university’s bomb shelter.
There were three words that made consumers tremble during the pandemic — supply chain issues. We suffered shortages of everything from toys to toilet paper because of manufacturing slowdowns in China and shipping disruptions across the globe. One expert told me that those issues are still affecting the economy today, but in a very different way.
A study has found that your online profile picture may play a key role in whether you get hired. The study also found that if your profile photo suggests you “look the part,” those hiring you as an employee or freelancer may be more likely to give that more weight than lower ratings, lack of certifications and a fewer number of reviews than your close competitors.
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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