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.
An audio journey of how data and analytics save lives, save money and solve problems.
Jeff Cohen
Chief Strategy Officer
INFORMS
Catonsville, MD
[email protected]
443-757-3565
Explore our resources for multiple topics including:
Instead of simply grumbling about neighbors not maintaining their lawns properly, residents of Ypsilanti Township's West Willow neighborhood examined barriers that some homeowners face and decided to create a solution: a tool lending library.
To start with a big picture, if you look at industries like the restaurant industry, it’s huge. The statistics tell us that, at some point, half of the population of the United States has worked in a restaurant. Typically, these are part-time jobs. They don’t pay well. They don’t even pay minimum wage. The basic wage is very, very low, and you rely on tips. And restaurants, as a rule, don’t make a lot of money. We are talking about a couple of percentage points in profitability.
Chatbots can match the performance of proficient human salespeople—or outperform inexperienced ones fourfold—but only when customers are unaware they are conversing with artificial intelligence.
Could you handle scrutiny of your driving habits in return for a price break on your insurance? That’s the bargain participants in usage-based (or telematics-based) insurance programs are making. In return for driving well and logging low miles, you could save as much as 50 percent off premiums.
AI is proving itself superior to human intelligence in an expanding number of fields. That is, except when people know AI is being used.
OR/MS Today is the INFORMS member magazine that shares the latest research and best practices in operations research, analytics and the management sciences.
Access OR/MS Today Magazine
Analytics magazine showcases articles and research reports based on big data, AI, machine learning, data analytics and other new-age technologies.
Access Analytics Magazine