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The INFORMS Analytics+ Conference showcased how companies are turning advanced analytics and AI into measurable operational results

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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.

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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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An audio journey of how data and analytics save lives, save money and solve problems.

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Mass Vaccination Clinics Could Begin Next Week, as Health Officials Are Still Figuring Out Logistics

Mass Vaccination Clinics Could Begin Next Week, as Health Officials Are Still Figuring Out Logistics

Alive, December 31, 2020

Mass vaccination clinics could come to Georgia as early as next week, and according to state health commissioner Dr. Kathleen Toomey, will be vaccinating up to 5,000 people a day. Health officials are expanding access to COVID-19 vaccines after announcing that many doses in rural counties are sitting in freezers, while demand in the metro area continues to climb. A Georgia Department of Public Health spokesperson says they don't have all the logistics worked out yet, however. 

Kemp: Vaccine Distribution Going 'A Little Slower' Than Anticipated

Kemp: Vaccine Distribution Going 'A Little Slower' Than Anticipated

Alive, December 29, 2020

Georgia Gov. Brian Kemp said Monday that vaccine distribution has been "a little slower rolling out than everyone initially thought." On Tuesday morning, less than 15% of available shipped vaccines had been administered. A total of 295,375 vaccines (including Pfizer and Moderna) had been shipped to Georgia but only 43,469 had been administered. Tuesday afternoon, those numbers slightly increased with a total of 372,900 vaccines shipped to Georgia and 52,242 administered. "It's well documented that it has been a little slower," said Governor Kemp in an interview with 11Alive. "That's understandable."

COVID-19 Diagnostic Testing and Viral Load Reporting

COVID-19 Diagnostic Testing and Viral Load Reporting

Vox Eu, December 23, 2020

The US continues to struggle with insufficient COVID-19 testing capacity. At the same time, US laboratories use ultrasensitive diagnostic criteria in their tests, leading to a large proportion of positive diagnoses associated with negligible viral loads. This column seeks to construct a theory that explains both undertesting and overdiagnosis. The theory predicts both phenomena may arise in the absence of mandatory viral load reporting. Despite the obvious clinical advantages of viral load reporting, mandating such reporting may not be optimal when considering laboratories’ capacity building decisions and potential benefits of widespread quarantining. 

Baltimore-Area Nursing Home Staff, Residents Inoculated Against COVID-19 as the Vaccination Program Continues

Baltimore-Area Nursing Home Staff, Residents Inoculated Against COVID-19 as the Vaccination Program Continues

The Baltimore Sun, December 23, 2020

Claps, whoops and cheers erupted outside the Franklin Woods Center in Rossville on Wednesday after three staffers and two residents volunteered to get vaccinated during a brief news conference attended by Maryland Gov. Larry Hogan. The five participants were the first among the state’s nursing home community to get vaccinated. “Yeah, man, perfect!” yipped Brian Klausmeyer, the center’s executive director, after he got his shot. ”That was it?” laughed Davenia Kemp, Franklin Woods’ geriatric nurse assistant, after the needle went in. She’d kept herself up all night, anticipating pain, discomfort or worse.

How Will You Be Told When It's Your Turn for a COVID-19 Vaccine? It's Complicated

How Will You Be Told When It's Your Turn for a COVID-19 Vaccine? It's Complicated

USA Today, December 24, 2020

Will you get a text from your doctor? Will you read about it online? Or will you have to check the Centers for Disease Control and Prevention website to know when it's your turn in line? As COVID-19 vaccines roll out to limited groups of people across the United States, how people learn they are eligible to get their shots won't be as clear while supplies remain limited, according to public health and policy experts and state vaccination plans. "I think it's going to be a little bit murky," said Katie Greene, a visiting policy associate at the Duke-Margolis Center for Health Policy.

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