Building Advanced Analytics From the Ground Up
Case Study Apr 15, 2022
[Tegria] has worked exceptionally effectively getting Epic to pull the data quickly and manageably to allow me to spend more time improving patient outcomes on my unit.Jean Zlomke, CWJICAL Supervisor
University Medical Center – Southern Nevada (UMC) is a non-profit government hospital in Las Vegas. As Nevada’s only Level I Trauma Center, designated Pediatric Trauma Center, Burn Care Center, and Center for Transplantation, UMC is critical in caring for the sickest and most underserved communities in Las Vegas.
A year after going live on Epic on an accelerated schedule, UMC needed to focus on stabilizing core workflows to ensure clinical scalability and financial success.
Clinical leadership had little time to focus on critical nursing documentation improvement, implementing newer features, or experimenting with predictive analytics, which had the potential to save even more lives at UMC and more time for nursing staff.
Comprehensive Epic stabilization projects are inherently integrated, so UMC sought a partner who could provide the perfect blend of leadership guidance, clinical expertise, and skilled support while maintaining focused governance to align scope and goals. An integrated team of Tegria clinical documentation experts, a CNIO, and experienced Managed Services analysts prioritized initiatives based on an initial assessment and got to work with their sights set on the following:
UMC had untapped potential for enhancing nursing documentation and regulatory quality workflows and system build.
We started by tackling the most widespread issue. We began by creating an end-to-end workflow and toolset to use Epic’s Sepsis Predictive Model for adults to reduce end-user alert fatigue and clinician frustration. Our goal was to make the workflow more user-friendly, more accurate in predicting patient risk levels, and more adept at promoting the most accurate path of care based on patient presentation.
We then worked with Trauma Services to create a toolset that allowed nursing informaticists to track key aspects of patient care related to stroke and chest pain. This not only allowed them to review and address the level of care being provided quickly, but it also gave them a means of tracking compliance for specific regulatory guidelines.
UMC then went to work to optimize their decision support tools and optimize them for clinicians’ needs. Before drilling down into specific tools based on niche user types, UMC created web-based dashboards outside of Hyperspace for leadership’s use to help guide the organization’s most critical decisions. The dashboards include information on quality metrics, patient throughput, revenue, and patient outcomes.
One level beneath the executive data, UMC prioritized additional dashboards to allow bed planners, case management users, and hospital leadership to monitor patient throughput and review metrics related to occupancy rates, EVS requests, and time spent in observation. These dashboards and drill-down reports address many leadership requests for insight into areas such as ED throughput, bed utilization, discharge planning, and time in observation. The increased visibility helps with bed management and highlights bottlenecks in the system.
Additionally, UMC created a sidebar dashboard for clinical supervisors and quality users for an at-a-glance overview of charting deficiencies on regulatory metrics, such as VTE prevention and restraint compliance. This tool helps nursing leadership track and address areas where users are currently struggling to meet regulatory standards.
Next, UMC implemented Patient Safety Indicators (PSI) and Hospital Acquired Conditions (HAC) system lists allowing for Quality to review patient safety events in real-time. UMC’s Value Based Purchasing reduction that resulted from PSI and HAC penalties came in at $875,000 and $765,090 in consecutive years. By improving their PSI and HAC rates, UMC now predicts a reduction of those penalties and enhanced patient safety.
UMC also updated the mapping and build related to electronic clinical quality measures (eCQM), allowing for the accurate reflection of performance through Epic reporting on all measures. We also built out additional tools to help prompt users to take the right steps toward compliance, such as:
UMCs ED Facility Charge Calculator (“FCC”) was not correctly calculating ED Level of Care charges. The FCC was rebuilt to facilitate faster and more accurate charging for ED patients by defining appropriate charging methods.
The rebuild resulted in a $271k Maximum Protected annual net revenue improvement based on $1.424M gross revenue. UMC now charges for ED levels using a consistent, automated, and defensible methodology that reduces the burden of review on nursing and coding staff.
We also provided various additional clinical outcomes, including:
At one glance we can see compliance from staff on VAE bundle, weaning, charting and billing compliance. It is very comprehensive and has cut down hours of work that we were doing previously looking in multiple charts to find this data. We are also able to get more reliable vent days data - without spending hours manually gathering the data.Alicia Jones, Director, Respiratory Services
Continued work surrounding nursing documentation and regulatory quality with similar areas of focus as Phase I:
One of Phase II’s main objectives was focused on enhancing build on infection control. Some existing issues included the inability to efficiently report line days to the NHSN, inaccuracies regarding reported vent days, and overuse of C. diff testing.
UMC identified issues with their ICON mapping that skewed the reporting for line and vent days. Once updated, UMC could match up the Epic reported data with their manual counts and finally validate the numbers being returned in their Epic reports.
UMC also created a customized BPA that helped identify patients that failed to meet certain criteria necessary for C. diff testing, allowing them to reduce the number of inappropriate C. diff testing orders bogging down their lab.
In addition to the adult system implementation, UMC also emphasized building an early identification process for pediatric sepsis. Like the adult program, this solution provided real-time analysis of patients’ risk scores and recommended follow-up actions as necessary. The main differences being a workflow that matched the needs of their department and evaluation criteria that worked with their patient population.
After implementing solutions for several key quality metrics, UMC shifted to high-level data points, such as Executive Web Dashboards for the entire C-suite and several individuals in clinical leadership positions. These dashboards created a singular workspace to access critical performance metrics without opening Hyperspace and contained clinical, operational, and financial data.
The dashboards were intuitive for the executive audience in that they could slice and dice data without running customized reports. To make it even easier, UMC employed large monitors to display the data within the C-suite office space. This not only made the data available but increased leadership’s awareness.
…streamlining our processes and improving added builds to the current environment has been helpful in completing our everyday tasks and increasing our ability to closely monitor our staff productivity and efficiency, as well as to provide a means to cross check information that has been difficult to obtain previously.Bambi Patterson, MCD CCC/SLP
By tapping into a partner who specializes across the strategy, delivery, and support spectrum, UMC was able to maximize their use of Epic, make staff more efficient, increase patient safety, and generate return on their powerful Epic system.