By incorporating lean principles, EDs can achieve significant improvements in patient care management, operational efficiency, and overall departmental performance.
An integrated approach that includes data analytics can help providers manage the care of chronically ill patients.
In the United States, emergency departments (EDs) have evolved from providing incidental, injury-based services. Today, they are increasingly being used by patients who present in the ED with chronic diseases and conditions. This underscores the opportunity for EDs to serve as a critical intervention point in identifying rising-risk patients and catalyzing more coordinated, preventive care.
Historically, an ED physician’s role was to stabilize a patient and move on to the next. However, there’s a growing recognition that the ED can be a valuable access point for prevention. For example, almost half of Americans age 65 and older have prediabetes, but many remain undiagnosed until they experience an acute event. These ED visits can serve as a “canary in the coal mine.” By incorporating tools that identify high-risk patients early — such as those with abnormal glucose levels or hypertension — EDs can play a role in reversing disease progression.
This shift aligns with quality programs like the Merit-based Incentive Payment System (MIPS), which incentivize preventive care, care coordination, and reducing readmissions. Measures under categories like “Preventive Care and Screening” and “Care Plan Development” can reflect the ED’s contribution to long-term outcomes.
The Centers for Medicare & Medicaid Services (CMS) have progressively moved away from a fee-for-service model toward providing incentives for the prevention and management of chronic diseases. This shift hinges upon chronic disease care, which can include remote patient monitoring (RPM) and telemedicine.
A modern ED equipped with the right analytics tools can play a larger role in helping to achieve the Quadruple Aim by closing gaps in care, reducing preventable hospitalizations, and enabling targeted intervention for at-risk populations.
Table of Contents
Telemedicine and Remote Monitoring
The COVID-19 pandemic accelerated the use of telemedicine, which has helped reduce subacute ED visits and prompted a reevaluation of ED staffing and services. During the pandemic, the use of telemedicine skyrocketed.
The rise in telemedicine usage has resulted in a notable decrease in subacute cases presenting in EDs, a shift necessitates a reevaluation of ED operations, including staffing and resource allocation. By leveraging advanced Emergency Medicine Performance Analytics, healthcare providers can gain critical insights into these evolving trends. Strategies driven by d2i’s data analytics help EDs diversify with new services and care modalities, ultimately improving patient outcomes and operational efficiency.
Chronic Disease Care
As noted above, ED visits offer an opportunity to identify early warning signs of chronic disease in patients who may not otherwise access primary care. When considering patients who seek chronic disease care in the ED, it is crucial to address the episodic nature of the visits. Care can include patient education, regular monitoring, and personalized interventions tailored to each patient’s situation. Recently, CMS has been incentivizing chronic disease care by establishing specific billing codes and increasing opportunities for clinicians to provide these services. For instance, the CMS MIPS measure for controlling high blood pressure (Measure No. 236) aligns closely with ED-based identification of undiagnosed or uncontrolled hypertension.
Emergency departments can play a vital role in chronic disease care by providing crucial follow-up and integrating these visits into broader chronic disease management plans. For example, one emergency physician group, Emergency Care Specialists, has implemented virtual emergency department aftercare visits, ensuring continuous patient management beyond discharge.
This initiative demonstrates the ED’s essential role in managing chronic diseases, reducing readmissions, and providing continuous patient engagement. With strategies such as lifestyle modification programs, medication management, and continuous patient engagement, EDs can significantly contribute to chronic disease care. When emergency physicians are equipped with meaningful data on patients’ chronic conditions, risk factors, and previous encounters, they are empowered to initiate care plans that improve outcomes and reduce returns, avoidable admissions, and overall system strain.
Data-Driven Decision-Making
Ultimately, telemedicine, RPM, and chronic disease care are only as effective as their underlying data. As healthcare evolves in the 21st century, data-driven decision-making relies on the quality of the data and the effectiveness of data analysis in guiding performance improvement discussions.
Data analytics helps healthcare providers make informed decisions based on comprehensive insights. By analyzing patient data, providers can identify patterns, predict outcomes, and tailor interventions to individual needs, enhancing the quality of care. Personalized care plans supported by data analytics improve adherence and outcomes, providing a customized approach to treatment based on a patient’s unique health profile.
With a wealth of historical and aggregated data, d2i is uniquely positioned to leverage machine learning for developing statistical algorithms that generate high-impact, evidence-based insights.
Lean Healthcare Principles
Lean healthcare principles focus on improving efficiency, reducing waste, and enhancing patient care through continuous improvement and patient-centered approaches. Originally adapted from manufacturing, these principles aim to streamline healthcare processes by identifying and eliminating non-value-added activities. This approach requires a detailed understanding of each department’s specific operations, patient mix, and workflows. Lean strategies like standardization, visual dashboards, and KPI tracking help streamline care.
Patient Safety and Risk Mitigation
Even with the best intentions, errors can occur in medicine, and chronic disease care is no exception. These errors can range from medication misadministration to missed diagnoses or delayed interventions, all potentially leading to serious complications.
Some recent reports claim that medical errors cost almost a quarter of a million lives a year in the U.S. alone. This compelling evidence points to the importance of data analytics to both patient safety and risk mitigation. Together with technologies like electronic health records (EHRs) and clinical decision support systems, advanced analytics are pivotal in enhancing patient safety. They help identify unsafe practice patterns, monitor potential risks in real time, reduce clinical variation, and enable timely interventions for issues such as discharging patients with abnormal vital signs, sepsis, and nosocomial infections.
In response, the Sullivan Group (TSG) and d2i have launched the RSQ® Dashboard to help reduce risk and improve patient safety, with Southwestern Michigan Emergency Services (SWMES) as the first client to implement it. This innovative analytics program, introduced at the American College of Emergency Physicians (ACEP) Scientific Assembly, is designed to help hospital systems and medical group providers reduce medical errors and adverse events in emergency medicine.
The RSQ® Dashboard builds upon d2i’s existing data infrastructure, providing insights into critical areas such as the management of patients with abnormal vital signs, returns within 72 hours, and “seconds-to-minutes” emergencies. By leveraging this tool, SWMES expects to achieve significant improvements in patient safety and operational efficiency. The collaboration between TSG and d2i exemplifies how advanced analytics can address pressing healthcare challenges, ultimately leading to better patient outcomes and reduced risk exposure.
Integrated Approach to Optimizing Patient Care Management
These strategies — when used together — equip EDs to reduce preventable visits, improve safety, and optimize care delivery. Contact d2i today to learn more about how these integrated strategies can benefit your healthcare practice and to book a meeting. Together, we can drive meaningful change and elevate the quality of care for all patients.