By , more than half of patients in the intensive-care unit are put on mechanical ventilators in the first 24 hours after their admission. While these machines can be life-saving, they also carry the risk of such complications as pneumonia and lung damage.
“And the longer patients stay on ventilators, the longer they stay in the ICU,” said Dr. Barry Fuchs, medical director of the medical ICU and the respiratory care department at the Hospital of the University of Pennsylvania, Penn Medicine’s largest hospital.
Weaning patients from ventilators involves gradually reducing their support from the machine, a process that accounts for nearly 40% of a patient’s time on ventilator support, according to . Providers track data related to blood pressure, sedation and more to determine when to wean patients—and that’s a lot of data to synthesize.
If a patient isn’t ready after being screened by a respiratory therapist, they’ll often stay on the same level of support until they are evaluated again the following morning, Fuchs said. Penn Medicine found that’s partly why patients remained on ventilators for 12 to 24 hours longer than expected.
To improve the process, a team from Penn Medicine’s ICU; information technology and data science departments; and its Center for Health Care Innovation, among other sections of the health system, created an app that manages streams of relevant patient data in real time. Fuchs served as the clinical lead for the project.
Called the Awakening and Breathing Coordination, or “ABC” app, it pulls data from ventilators and the health system’s electronic health record into a clinical dashboard, so clinicians can continuously evaluate whether patients are eligible for weaning from the ventilator. The app also includes an alert system, which suggests interventions that respiratory and nursing staff can take to move patients along the weaning process.
On average, the app has helped to cut the time patients spend on ventilator support by more than 24 hours, according to internal data from Penn Medicine. And that’s resulted in two fewer days on average in the ICU for patients on ventilator support.
Those outcomes earned Penn Medicine’s app the for 2019.
“EHRs may be looked at as repositories for data, kind of stagnant and for historical purposes,” said Rob Schluth, senior project officer for the ECRI Institute’s health devices group. But Penn Medicine was “able to get the data out so that caregivers could make decisions in real time.”
Still, there are concerns when developing a clinical alert system.
As early as 2013, the Joint Commission issued a warning to hospitals about the dangers of alert fatigue, a phenomenon that occurs when clinicians—who are increasingly bombarded with computerized alerts—become desensitized to these pings. There’s a potential to harm patient safety, should alarm fatigue lead clinicians to unintentionally gloss over important notifications.