Tag Archive for: patient safety

New evidence: Virtual and AI support predict and prevent cardiac arrest

the CICU telehealth command center at Children's National

An evolving, continuous surveillance telecritical care model in the pediatric Cardiac Intensive Care Unit (CICU) at Children’s National Hospital has demonstrated early findings pointing to its ability to act as an additional virtual layer of safety for patient care that supports bedside providers by identifying concerning health trends based on a patient’s data.

Children who are hospitalized with congenital heart disease are more likely to experience cardiac arrest than children without cardiovascular diseases. Though these children are more likely to survive cardiac arrest today than a decade ago thanks to improvements in treatment options, survival after a cardiac arrest while in the hospital is still low. Additional solutions to minimize this serious complication are sorely needed.

An evolving, continuous surveillance telecritical care model in the pediatric Cardiac Intensive Care Unit (CICU) at Children’s National Hospital has demonstrated early findings pointing to its ability to act as an additional virtual layer of safety for patient care that supports bedside providers by identifying concerning health trends based on a patient’s data. The model aims to minimize cardiac arrest, ensure clear and effective communication, support escalation of care when appropriate and – simultaneously – be minimally disruptive to the bedside teams’ workflow.

What this means

The Board of Visitors Telehealth Command Center, housed within the CICU at Children’s National, recently reported its initial experience after its first four years of operation, successfully conducting 18,171 virtual surveillance activities on children admitted to its CICU –  analyzing data from remote monitoring, video camera feed from patient rooms, data from electronic medical records and an artificial intelligence (AI) prediction tool dashboard. This work led to 248 critical communications with bedside teams, who subsequently provided interventions that may have prevented or decreased the severity or length of time of a patient’s cardiac arrest.

This study showed that the models tested in this large dataset have successfully blended AI and remote clinician expertise to capture concerning trends in the health of critically ill pediatric patients and then share vital information with bedside care providers. The study also shows the importance of adapting any telecritical care system to ensure it works in concert with highly trained professionals. These professionals rightly remain the first line of defense against any concerning trend in a patient’s status.

Children’s National leads the way

This is the first report in the pediatric critical care setting using a continuous care model to support a pediatric CICU to prevent cardiac arrest in children with critical heart disease. Most previous reports of telecritical care in children describe a model based on physician-to-physician communication used to connect rural and isolated populations or international cases, with clinical expertise provided from a remote distance.

What’s next

  • Ongoing research is being conducted to explore direct connections between tele-critical care communications and patient outcomes, such as reducing cardiac arrest in children after congenital heart surgery.
  • Continued refinement of virtual surveillance workflows and AI tools will allow for earlier detection, communication and intervention – in the hopes of identifying concerning trends earlier and intervening sooner.
  • Development of automated triggers for virtual surveillance and communications, helped by more AI tools, to remove the need for the personal assessment of a physician or nurse at the tele-critical care unit to trigger communications.

Read the study in Telemedicine & e-Health: Pediatric Tele-Critical Care: Initial Experience with a Continuous Surveillance Model Aiming to Prevent Cardiac Arrest in Children with Critical Heart Disease.

Children’s National team develops trigger program for improved safety

child in hospital bed

Children’s National Hospital developed a unique pediatric triggers program that offers customized, near real-time reports of potential safety events.

Errors and adverse events continue to be a source of patient harm despite many hospitals creating safety programs. However, there are opportunities to improve patient safety using novel tools. For example, trigger programs.

A new study, published in Pediatrics, shows how a team at Children’s National Hospital developed a unique pediatric triggers program that offers customized, near real-time reports of potential safety events.

The big picture

The team defined a measure to quantify clinical utility of triggers, termed “trigger signal,” as the percentage of cases that represent true adverse or near-miss events (numerator) per total triggers activated (denominator). A Key Driver Diagram focused on unifying the program structure, increasing data analytics, promoting organizational awareness and supporting multidisciplinary end user engagement.

What we did

Using the Model for Improvement, the team of experts aimed to double overall trigger signal from 8% to 16% and sustain for 12 months.

“The Triggers Program used data analytics with quality and process improvement tools to employ novel strategies to improve trigger signal,” said Parissa Safari, M.H.A., Triggers Program project lead at Children’s National Hospital and one of the study’s authors. “This included shifting to multiple trigger committees, integrating electronic health record data with end user feedback and promoting organizational awareness.”

What we learned

Relying on the model, the team found that:

  • Trigger signal increased from 8% to 41% and sustained during the COVID-19 pandemic.
  • A balancing measure of time to implement a new trigger decreased.
  • Key interventions to increase trigger signals were changing the program structure, increasing stakeholder engagement and development of self-service reports for end users.

The triggers program developed by the team at Children’s National highlights successful evolution of an iterative, customized approach to increase clinical utility which hospitals can implement to impact real-time patient care.

Authors on the study from Children’s National include: Richelle M. Reinhart, M.D.; Ranjodh Badh, B.S.; Solomon Abera, Pharm.D., M.Sc.; Anit Saha, M.S.H.A., M.B.A.; Jessica Herstek, M.D.; Rahul K. Shah, M.D., M.B.A.; Kavita Parikh, M.D., M.S.H.S.

Children’s National receives top safety and quality award

John M. Eisenberg Patient Safety and Quality Awar

As part of a collaborative of researchers, hospitalists and medical education specialists, Children’s National Health System was recently recognized with the highest patient safety and quality award in the country: The prestigious John M. Eisenberg Patient Safety and Quality Award. Administered by The Joint Commission and the National Quality Forum (NQF), two leading organizations that set standards in patient care, this award recognizes Children’s commitment to ensure safe and high-quality care for all patients.

The team at Children’s National helped develop a package of interventions used by more than 50 leading hospitals in the U.S. as part of a collaborative initiative called the I-PASS Study Group. The group helps standardize communications during handoffs of patients from one care team to another. This award-winning program was also shown to reduce harmful medical errors in a multi-center study published in the New England Journal of Medicine.

Patient handoffs happen multiple times per day in every hospital in the country, making it vitally important that the process is seamless and free of miscommunications.