Stories about: Jared Hawkins

Predicting influenza outbreaks faster with a digitally-empowered wearable device

Influenza viruses. Outbreaks can be predicted using digital health tools like Thermia.The Thermia online health educational tool, developed at Boston Children’s Hospital, has enabled one-month-faster prediction of seasonal influenza outbreaks in China, via its digital integration with a commercially-available wearable thermometer. The findings appear in a new study published in the American Journal of Public Health.

 “The fact that we were able to predict influenza outbreaks faster than China’s national surveillance programs really shows the capacity for everyday, wearable digital health devices to track the spread of disease at the population level,” says the study’s lead author Yulin Hswen, who is a research fellow in Boston Children’s Computational Epidemiology Group and a doctoral candidate at the Harvard T. H. Chan School of Public Health.

China has 620 million mobile internet users who can theoretically access the standalone Thermia application from any computer, smartphone or even the Amazon Alexa assistant.

Although the Boston Children’s team has previously demonstrated that social media can be used to track disease, this is the first time they’ve shown that outbreaks can be predicted through an integrated wearable device and online tool.

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Are tweets a good measure of patient experience and health care quality?

Twitter speech bubblesWhen it comes to gauging quality, we often turn to Twitter, Yelp, Angie’s List and other networks for instant feedback on pretty much any company, contractor or store we do business with.

In contrast, hospitals often rely on tools like the Hospital Consumer Assessment of Healthcare Providers and System (HCAHPS) survey, which gives voice to patients and their concerns about the care they receive. But a new study published in the journal BMJ Quality & Safety suggests social media have something to add to that.

Notes_title_for_overlay“The main problems with measuring patient experience by survey are the small numbers of people who respond to surveys and the lag time,” says Jared Hawkins, MMSc, PhD, of Boston Children’s Hospital’s Computational Health Informatics Program (CHIP). “It can take up to two years before survey data are released to the public. Given that social media data are close to real time, we wanted to see if we could capture this discussion and if the content is useful.”

Hawkins, with Boston Children’s chief innovation officer, John Brownstein, PhD, and their colleagues collected more than 400,000 public tweets directed at the Twitter handles of nearly 2,400 U.S. hospitals between 2012 and 2013. Using machine learning, natural language processing and manual curation, they tagged 34,735 patient experience tweets directed at 1,726 hospital-owned Twitter accounts.

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Is that fever a problem? Ask Thermia

Thermia fever calculator HealthMap

Your child’s forehead is warm, and you just took her temperature. The next question is, what to do about it? We all know that an average normal temp is 98.6°F, but is 100° a problem? Should 102° be a concern?

This is where Thermia comes in. It’s an online fever calculator developed by the HealthMap team at Boston Children’s Hospital. Essentially, it’s an educational tool aimed at helping concerned parents interpret a child’s temperature and understand which steps they should consider taking.

“I’m a father of two, and I still wonder sometimes what a temperature actually means,” says HealthMap co-founder John Brownstein, PhD. “We realized that there really aren’t any fever calculators out there to help parents answer that question.

“Our idea with Thermia,” he adds, “was to arm families with information so they don’t panic when their child has a temperature.”

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