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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Trader Joe’s − a grocery chain with a loyal clientele and social media following and more than 500 stores across the country − has a lot of fans. But after issuing a slew of recalls in less than two months, is it time to worry?
BALTIMORE, MD, September 12, 2023 – Finding the right medication regimen to treat Parkinson’s disease (PD) is a complex healthcare challenge. Wearable health trackers provide physicians with a detailed window into patients’ symptoms, but translating this complex data into useful treatment insights can be difficult. New research in the INFORMS journal Management Science accomplishes just that. Researchers found that combining wearable health tracker data with state-of-the-art algorithms results in promising treatment strategies that could improve PD patients’ outcomes.
At the end of July, Lupin Pharmaceuticals recalled two batches of Tydemy, a birth control drug that the company produces in India, when it was found to have reduced effectiveness. It was the company’s eighth product recall in just 18 months. Lupin was also forced to stop production at one of its Indian plants in 2022 after the FDA issued a warning letter last fall.
The power is back on, but after 2 days in the heat, many in Durham want to know what's being done to avoid widespread outages in the future.
BALTIMORE, MD, August 31, 2023 – It’s been adopted more regularly across U.S. healthcare systems – vertical integration is when physicians work directly for hospitals rather than independent practices. The intention is to have positive outcomes for patients, but new research forthcoming in the INFORMS journal Management Science finds that vertical integration is leading to higher costs and worse health outcomes, thanks to improperly aligned financial incentives.
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