List of the Top Healthcare Analytics Software in 2025 - Page 4

HRA® (Healthcare Research & Analytics) stands out as a full-service market research organization focused on the healthcare industry, providing unique access to an exclusive panel that comprises physicians, payers, patients, caregivers, pharmacists, and other vital stakeholders to refine your brand strategy effectively. With a network of over 100,000 community-based healthcare professionals and key opinion leaders offering crucial insights on significant matters, HRA® guarantees that you obtain the essential information needed for your success. Leveraging more than 75 years of combined experience in partnership with healthcare organizations, HRA® supplies insights and guidance that are critical during the pre-launch, launch, and post-launch stages. The agency is dedicated to advancing your commercial goals by crafting and implementing brand strategies while delivering immediate assessments of stakeholder attitudes and behaviors. HRA® provides customized strategic solutions to a wide array of healthcare clients, merging clinical expertise with business savvy and innovative approaches to ensure you remain competitive in the ever-evolving healthcare environment. Their dedication to grasping the intricacies of the healthcare landscape makes them a crucial ally in overcoming industry obstacles and achieving sustainable growth. Ultimately, HRA® positions itself as a leader in healthcare research, equipped to drive informed decision-making for your organization.

A skilled analyst from Allocate will work hand-in-hand with your team to identify areas for improvement within your organization and help craft a customized enhancement plan to realize those improvements. The system efficiently organizes workforce data, allowing users to focus on six key performance metrics. With monthly reports, an expert analyst will deliver insights regarding your organization’s rostering efficiency and pinpoint potential avenues for development. You will have the opportunity to compare your organization's rostering performance with that of local and national healthcare entities, providing essential context for your improvement efforts. An analyst will collaborate with you to identify vital areas that require enhancement and support you in implementing the necessary transformations. Furthermore, you will have access to interactive data visualization tools which will allow you to create polished, professional, and personalized data presentations through the dedicated platform, enhancing your capability to convey insights effectively. This partnership not only helps your organization recognize areas that require attention but also fosters the establishment of a solid strategy aimed at achieving tangible progress, ultimately leading to more informed decision-making and stronger operational outcomes.

Elevate your risk management capabilities and enhance the quality of care for your community by utilizing the disease prediction models available in CARE™. Our platform offers an extensive overview of medical claims data on a national level, which can be customized to address the precise requirements of our clients in detail. By analyzing billions of medical claims, our advanced models identify critical risk factors associated with early disease onset or the need for surgical procedures. With access to this essential information, healthcare professionals can begin diagnoses and treatments sooner, potentially saving lives in the process. Although our prediction models are developed using a vast array of national data, they are equally adaptable to your own electronic health records, population health systems, or member claims databases, allowing for a more tailored approach. Moreover, our physician matching functionality connects patients with the most appropriate healthcare providers, improving their treatment journey toward the best possible outcomes. Utilizing clinically relevant data, our state-of-the-art disease prediction models can detect individuals at risk of developing various conditions, empowering you to reach out and start treatment before issues worsen. This proactive approach not only leads to better patient outcomes but also streamlines the overall healthcare delivery process, ultimately benefiting the entire community. By embracing these tools, healthcare organizations can transform their approach to patient care and risk management.

KATE is our leading solution designed to notify triage nurses of care discrepancies that necessitate closer scrutiny. By harnessing the cutting-edge Mednition Clinical Data Engine, KATE combines clinical expertise with insights from over 10 billion data points to predict the severity of patients within the emergency department. It effectively enhances current workflows, screening processes, and documentation practices. The Mednition Clinical Data Engine is the foundation of our services, providing clinically validated tools that can scale to deliver both real-time predictive analytics and retrospective evaluations as needed. This platform adeptly manages and provides convenient access to sanitized, anonymized patient records stored in a cloud-based system, which supports sophisticated analytics, dashboards, research initiatives, and operational improvements. Furthermore, Mednition enriches the training experience by offering personalized clinical scenarios directly to clinicians' devices, specifically designed to address their unique requirements, thereby significantly improving their clinical practice and decision-making abilities. Through such innovations, we aim to enhance healthcare delivery and patient outcomes across various settings.

DARA is at the forefront of transforming clinical decision-making and intervention techniques through a foundation built on proven medical science and clear systems biology. By partnering with healthcare professionals and key stakeholders, we provide innovative digital solutions that significantly improve health screening processes and the management of chronic conditions. Our strategy promotes the digital advancement of healthcare delivery by automating clinical workflows and integrating predictive analytics, ensuring alignment with the highest clinical guidelines and best practices available. We empower physicians with valuable health insights derived from customized predictions regarding disease risks and possible adverse outcomes, enhancing their ability to engage with patients effectively. Furthermore, we contribute to the pharmaceutical sector by revealing pharmacodynamics within complex biological systems and identifying novel therapeutic pathways. The use of predictive analytics applied to extensive patient data enhances personalized precision medicine, particularly in the realm of cardiometabolic diseases, helping to prevent severe health crises. With our advanced tools, healthcare can transition to a more proactive and adaptable model, fostering significantly improved patient care and overall health results. As we continue to innovate, our commitment to advancing the quality of care remains unwavering, paving the way for future developments in health technology.

IMAT signifies a groundbreaking advancement in the realm of medical data management and decision support technologies, crafted to meet the pressing need for swift outcomes from complex queries across large datasets. Our innovative solution diverges from conventional relational models and both early and late-binding techniques, opting instead for a unique architecture that employs a versatile, pattern-based indexing mechanism that delivers extraordinary speed. This architecture adeptly merges data from disparate sources while maintaining a high level of precision in the processes of data normalization and validation. Moreover, IMAT includes an easy-to-use dashboard and interface, allowing medical professionals without technical backgrounds to operate it effortlessly. The platform is designed to be resource-efficient, ensuring minimal CPU usage, rapid scalability, and a cost-effectiveness that surpasses similar systems. In addition, IMAT incorporates dedicated modules for data intake, validation, normalization, indexing, and code mapping, which collectively enhance the entire operational workflow. As a result, healthcare providers can anticipate not just improved efficiency but also a profound transformation in their ability to manage and utilize data effectively. This comprehensive approach ultimately empowers providers to deliver better patient care through informed decision-making.

Welkin is designed to improve care coordination by ensuring that the right team member addresses patient needs at every stage of their journey. By providing team members with smooth transitions and a customized experience for each patient they serve, we facilitate a more individualized approach to care. The complete automation of programs not only enhances patient engagement but also alleviates the workload, allowing for a smooth transition to the subsequent phase of care. By clearly defining processes and escalation protocols based on specific outcomes or conditions, your team can concentrate on what is most important – delivering high-quality care. It is crucial to implement escalation pathways for situations that need monitoring, such as adverse events, out-of-range results, particular patient responses, or low engagement levels. Additionally, the system can automatically send internal notifications or trigger emails and SMS alerts to care team members in response to certain actions or lack thereof, as well as for upcoming or missed appointments. This thorough approach ensures that every vital detail is accounted for in the continuum of patient care, thereby enhancing overall outcomes and satisfaction. Furthermore, by streamlining communication and responsibilities, Welkin empowers healthcare teams to respond more effectively to patient needs.

Intellium acts as the primary dashboarding solution for Continuum Health, featuring a multitude of functionalities when integrated with ContinuumCore. It goes beyond merely displaying dashboards by providing access to extensive global care pathways, in-depth performance analytics, and a variety of additional resources. With the ability to process real-time interactive data, both clinicians and administrators are equipped to engage in proactive patient management through self-service data exploration, retrieving information in their preferred format as needed. Intellium's capabilities for real-time data handling mean that users can connect from virtually anywhere at any time using mobile devices. The platform can interface with nearly any data source, allowing for the consolidation of information while upholding strict security measures that meet the specific demands of the healthcare sector. In addition, Intellium gives users the freedom to navigate the entire dataset, enabling them to query and leverage information effortlessly, without the need for technical expertise. This intuitive solution also provides unlimited access to Power BI, significantly enhancing the analytical power of healthcare professionals. Ultimately, Intellium is crafted to optimize data accessibility and support improved decision-making processes within healthcare environments, fostering a more efficient and informed approach to patient care. By integrating innovative technology and user-centric design, it represents a significant advancement in the field of healthcare analytics.

CORTEX signifies a revolutionary step forward in utilization management software, offering an all-encompassing 360° solution designed to effectively manage the intricacies of utilization management and revenue cycle operations. Fueled by a sophisticated machine learning engine and real-time predictive analytics, CORTEX ensures timely and appropriate case handling, whether by the designated personnel or through established exceptions. By merging precision medicine with a solid base of evidence-based practices, CORTEX improves the assessment of patient populations through its real-time machine learning models. Our analytics solutions have successfully made their mark across hospitals and health plans across the nation, showcasing their efficacy. For uncomplicated inpatient cases, CORTEX simplifies the process by automating decisions based on your specific criteria, thereby significantly alleviating staff workload. Conversely, in the face of complex cases, CORTEX provides your team with essential insights to support informed decision-making. This innovative strategy offers substantial advantages to both payers and providers, leading to enhanced healthcare outcomes and operational efficiency. Additionally, CORTEX's flexibility enables it to adapt to the evolving demands of the healthcare environment, ensuring that it continues to provide lasting value. As a result, CORTEX not only addresses current needs but also positions itself as a long-term partner in healthcare management.

Mosaic delivers remarkable insights into extensive market performance metrics across diverse provider categories, allowing you to evaluate risks before engagement, strengthen relationships, and thrive in today's value-oriented healthcare landscape. As you aim to build and maintain a strong network, the performance of your team is significantly impacted by any underperforming partners. Discover methods to address weaknesses and seize potential opportunities that arise. Establish and reach specific goals, such as integrating new types of providers or forming a preferred provider group. Collaborate with providers to enhance quality, optimize resource utilization, and effectively manage costs. In the end, your efforts will lead to a decrease in overall care expenses while improving patient outcomes, creating a beneficial scenario for all parties involved. By utilizing these insights, you can cultivate a culture of ongoing improvement and flexibility within your healthcare network, ensuring that it remains responsive to evolving challenges and opportunities in the industry. This proactive approach will not only strengthen your position but also promote sustainable growth and success.

We created Viewics to tackle the complexities of deriving meaningful insights from healthcare data. Our platform prioritizes safety and security while having the potential to transform organizations fundamentally. The Viewics Platform acts as an all-encompassing healthcare analytics tool that uncovers actionable insights, which can lead to improvements in patient care, operational effectiveness, and financial outcomes across both laboratory settings and the wider healthcare landscape. With pre-set alerts for essential laboratory performance metrics, users are promptly informed when significant thresholds are met, enhancing transparency and enabling better control. Tailored dashboards address individual user needs, displaying only the most relevant information to improve user experience and promote continuous interaction with the platform. Furthermore, integrated workflows enhance collaboration by providing shareable dashboards and the option to include annotations, which support actionable, data-driven insights. The platform's ability to analyze data from a multitude of sources, including both lab environments and external contexts, ultimately enhances decision-making and leads to better healthcare outcomes. By leveraging these features, organizations can greatly improve their operational standards and the quality of care they provide. This innovative approach not only streamlines processes but also fosters a culture of data-driven decision-making within healthcare institutions.

Thorough recommendations are integrated throughout the entire continuum of patient care, guaranteeing that each stage is effectively managed. There is a compelling initiative that promotes the assessment and oversight of both clinical and commercial results. Specific risk algorithms tailored to various diseases, including diabetes, cardiovascular conditions, kidney function, and liver health, have been developed across multiple therapeutic domains. A Comprehensive Wellness Score is implemented to assess the potential need for hospital admission. In addition, proprietary data and standardized protocols are enriched with accessible clinical content designed for patients, which is not only readily available but also adaptable for different uses and formats. Advanced decision support mechanisms utilize both established guidelines and machine learning techniques to scrutinize prescribers' medication prescribing habits. Moreover, a state-of-the-art customer feedback platform has been specifically crafted for healthcare providers, operating on a multi-faceted engine that takes into account various elements like spending, adherence to schedules, preventive healthcare visits, enhancements in clinical metrics and outcomes, along with demographic data, thereby delivering a comprehensive perspective on patient care and intervention requirements. This multifaceted strategy ultimately aims to improve patient outcomes while optimizing the efficiency of the healthcare system. By prioritizing both clinical effectiveness and user engagement, the approach strives for a more informed and responsive healthcare experience.

Stratasan’s Analytics Platform empowers hospital executives and strategic planners by providing them with up-to-date and thorough insights into the healthcare environment. Instead of dedicating valuable hours to data analysis, you can concentrate on developing effective strategies and making well-informed choices. This platform facilitates high-level strategic discussions, ensuring that every team member remains aligned and knowledgeable. With a collective grasp of analytics, your team is equipped to make swift, real-time decisions. You can generate and share strategic presentations on market intelligence and essential initiatives in just minutes, a task that usually takes weeks. Evaluate reimbursement rates by payer and monitor trends across different service lines with ease. Enter negotiations with assurance, identify acquisition targets that present the most promise for success, and conduct comprehensive ROI assessments when contemplating new market entries. This improved process not only fosters collaboration but also leads to enhanced results for your organization. Ultimately, Stratasan’s platform revolutionizes the way healthcare leaders approach data, enabling them to stay ahead in a rapidly evolving industry.

Our cutting-edge, data-centric strategy, paired with the skills of our dedicated team and the robustness of our offerings, is pivotal in advancing sophisticated Value-Based Care technology. We firmly believe that healthcare is a vital asset and that every individual should be able to fully benefit from their healthcare interactions. This belief drives us to assess and pinpoint patient needs, streamline care coordination, and foster active participation among members as they navigate their healthcare experiences. We also prioritize the importance of generic drug equivalency, develop effective pricing strategies, and supply educational resources for patients to empower them in their health decisions. Furthermore, we oversee processes including referrals, claims, eligibility verification, enrollment, and member incentive programs. Our approach incorporates comprehensive analytics, in-depth reporting, improved patient engagement, and smooth integration with EHR systems, all of which are crucial in enhancing healthcare delivery. Ultimately, our goal is to tailor every service and interaction in a way that significantly improves health outcomes for each individual, thus making a meaningful impact on their lives. Through our commitment to these principles, we strive to redefine the healthcare landscape for the better.

Are you at risk of facing penalties or earning incentive payments in the upcoming two years? This can be quite challenging to assess. Our cutting-edge Value Maximizer software is specifically engineered to project your performance for a period of up to three years into the future. However, it's crucial not only to ascertain the likelihood of incurring a penalty but also to pinpoint actionable strategies that can help you avoid such penalties or, ideally, boost the financial incentives available from CMS. This software offers predictions for performance across all three programs for two years ahead, allowing you to explore individual measures within each program that might affect your financial outcomes, either in a positive or negative manner. Utilizing sophisticated algorithms, the software will compute your optimal performance to maximize reimbursement, while giving you the option to adjust the performance metrics as you deem necessary and observe how these changes affect the overall results. Furthermore, this invaluable tool equips you to make strategic choices that could substantially enhance your financial situation, providing an opportunity for significant growth and improvement in your financial objectives.

Meticulously crafting and consistently refining an onboarding program is crucial for the effective assimilation of newly recruited providers. A well-executed onboarding process not only cultivates enduring results but also boosts physician satisfaction, loyalty, and retention rates. To develop an efficient onboarding experience tailored to your organization’s needs, consider utilizing templates that ensure consistency and cohesiveness throughout the process. The implementation of dashboards can facilitate the visualization and tracking of various teams as they progress through each stage of onboarding. Marketware’s onboarding solutions enable effortless documentation of critical information, promote seamless interdepartmental communication, and provide essential insights to maintain adherence to established timelines. Our extensive reporting tools deliver comprehensive analyses to monitor key performance indicators, identify opportunities for enhancement, and recognize each team’s contributions, ultimately fostering a more engaged and effective workforce. Furthermore, dedicating resources to a thoughtfully constructed onboarding process allows organizations to lay a robust groundwork for their new providers, setting the stage for sustained success in the future. By doing so, organizations not only enhance their operational efficiency but also contribute to a positive workplace culture that benefits everyone involved.

Improving the speed, accuracy, and cost-effectiveness of cancer diagnoses is essential, given that one in three people are likely to confront this illness in their lives. The existing diagnostic methods, however, are often slow and expensive, primarily due to a shortage of sophisticated automated tools that can aid healthcare providers. Qritive seeks to overcome this issue by providing an AI-powered solution that assists doctors in efficiently analyzing microscopy images alongside patient data. This breakthrough not only improves the diagnostic capabilities of hospitals but also results in substantial savings in healthcare costs. Furthermore, Pantheon acts as a CE-marked, vendor-neutral digital pathology platform that streamlines the entire digitization process for pathology laboratory workflows and telepathology services. It also enables thorough report generation and offers a powerful environment for AI-based analysis of whole-slide images in pathology. This innovative technology excels at differentiating between various benign conditions and malignant diseases in breast tissue, which is crucial for ensuring timely and precise treatment. By doing so, it significantly contributes to the evolution of cancer diagnostics and enhances patient outcomes in the long run.

Data schemas establish the framework and details of various information types, such as glucose levels in the blood, which directly impacts how software applications handle that data. Frequently, systems need to integrate information from diverse devices or platforms, each offering its own distinct presentation of data. When all data pertinent to a particular measurement, such as blood glucose, conforms to a standardized schema, it significantly enhances the ease of analysis and interpretation, irrespective of its initial source. A unified schema serves as a reliable reference point for documentation, enabling the utilization of data across various contexts. In healthcare, the significance of shared data schemas is amplified due to the complexity and critical nature of health-related information. For example, distinguishing between fasting and non-fasting glucose levels is vital for precise clinical assessments and informed decision-making. This common understanding not only allows healthcare providers to communicate effectively but also fosters collaboration among different specialties to ensure patients receive the best care possible. Ultimately, a cohesive approach to data schemas in healthcare can lead to improved outcomes and more efficient healthcare systems.

The costs, complexities, and extended durations associated with conventional evidence generation methods restrict the nimbleness of research, making it challenging to fully integrate authentic patient perspectives into the development and commercialization of treatments. Our HyperStream operates as the world's most extensive real-time repository of patient experience data, capturing the true digital stories of illnesses as shared by actual patients across diverse online platforms. The Pharos platform serves as a web-based tool designed for evidence generation and a research framework that harnesses its integrated data streaming and artificial intelligence capabilities to efficiently collect online patient experience data, enabling teams to rapidly identify critical evidence when needed. To date, the Pharos Suite has successfully produced significant evidence and patient insights in numerous therapeutic areas and medical conditions, showcasing its adaptability and influence on research methodologies. This groundbreaking strategy not only accelerates the evidence collection process but also deepens the comprehension of patient experiences as they unfold in real-time, reinforcing the value of patient narratives in shaping future healthcare solutions. Ultimately, by bridging the gap between research and patient input, we can foster a more responsive and effective healthcare ecosystem.

Elevate consumer expectations in healthcare by driving significant growth and loyalty. Press Ganey's innovative Consumer Experience technology is poised to revolutionize how healthcare organizations approach patient acquisition, retention, and reputation management. The recent integration of SPH Analytics (SPH), a leader in enhancing member experiences within the health insurance industry, represents a transformative step for Press Ganey. By merging its top-tier patient experience data with SPH's extensive member insights, Press Ganey is dedicated to fostering a comprehensive understanding of the interactions between providers and payers, ultimately enhancing healthcare results. You will have the unwavering support of your dedicated Press Ganey success team throughout every step of this journey. Our steadfast commitment to investing in cutting-edge technology and exceptional talent guarantees that our clients will continue to excel in the healthcare sector, ready to tackle upcoming challenges with confidence. As we collaborate, we can create a more cohesive and responsive healthcare landscape that benefits everyone involved. Together, we will shape the future of healthcare for the better.

KPI Dashboards™ provides an all-encompassing data visualization solution for clinical, financial, and operational metrics, allowing users to customize their views and filter aggregated data according to parameters like program, service type, and client access. This flexible and intuitive platform empowers staff to consistently track performance metrics that have a direct impact on essential data points, including both performance and clinical outcomes. As a result, organizations can make steady and measurable progress toward their specific goals. Furthermore, our healthcare benchmarking tools enable effective comparisons of your organization's financial, operational, and clinical performance metrics. By monitoring services and treatments for individuals across various care settings, you can reduce duplicative services and simplify care transitions through secure data exchange methods. In addition, our care coordination solutions connect organizations with a network of providers, promoting secure data sharing among local health information exchanges (HIEs) and broad interoperability frameworks like Carequality, which ultimately improves the overall quality of care delivered. This integrated strategy not only optimizes processes but also cultivates a collaborative healthcare environment that benefits all parties involved. Moreover, by leveraging advanced analytics, organizations can identify trends and areas for improvement, further driving innovation and excellence in patient care.

Enhance your case management efforts by collaborating closely with post-acute care providers through a value-based care framework. By harnessing real-time data, you can take prompt actions for each patient in your PAC network, while simultaneously receiving swift support from your acute care partners. This strategy not only improves patient outcomes but also elevates the quality of care, thereby cultivating stronger referral connections. Partnering with Olio can position you for success in navigating the complexities of value-based care. Leadership in population health has aimed to enhance PAC performance by first evaluating the capabilities of their providers, which has led to notable advancements in the industry. Unfortunately, many PAC providers often struggle with inadequate resources, knowledge, or expertise to effectively implement complex population health initiatives, as they are frequently required to achieve more with limited support. Olio plays a pivotal role in modernizing communication within your PAC network, providing your entire team with the essential tools to successfully execute your population health strategy while promoting collaboration among all involved parties. This comprehensive approach ultimately improves patient care and fortifies the entire healthcare continuum, ensuring a more resilient and effective system for everyone involved. By working together, we can create a more efficient healthcare landscape that benefits not only patients but also providers and the broader community.

The MedicsCloud EHR is designed to enhance health outcomes through sophisticated clinical reporting and analytics. Achieving better results, reducing readmission rates, and lowering penalties requires a comprehensive grasp of patient demographics. This insight can be gained through tailored visual representations that filter and display their aggregated clinical data. MedicsCloud EHR offers an extensive snapshot of patient clinical information. With the unique Medics FlowText feature, users can navigate the system via voice commands, enhancing its accessibility. When paired with tools like Dragon Medical One, FlowText seamlessly integrates data into patient records during transcription, allowing for efficient report generation and record modification in one go. This customization reduces the need for unnecessary clicks and cursor movements, streamlining patient encounters! Enhanced interactions among patients, healthcare practices, and providers result from our mobile engagement features and applications. The Medics portal, which works on both iOS and Android devices, along with interactive texting, kiosks, and telemedicine options, enables virtual consultations from almost anywhere. In conclusion, the MedicsCloud EHR not only promotes clinical efficiency but also strengthens the connections between patients and providers, ultimately improving the healthcare experience for all involved. By fostering these relationships, the system encourages a collaborative approach to patient care.

Leveraging the power of Medius’ multi-cloud AI platform results in a striking accuracy and coverage rate that surpasses 90% in health intelligence and risk forecasts, derived from just a small selection of health variables. By scrutinizing a concise array of health data, Medius’ system adeptly compiles and analyzes vast datasets to deliver essential health risk and underwriting insights in a matter of seconds, achieving an outstanding level of accuracy and comprehensive coverage that aids both providers and payers in their evaluations, operational effectiveness, and cost-reduction initiatives. Additionally, Medius’ unique UW Studio™ functions as an all-encompassing underwriting platform that transforms the insurance sector, utilizing multiple science-based underwriting ensemble models to fulfill diverse business and technical requirements while mimicking human-like actuarial judgment with remarkable clinical accuracy. This forward-thinking methodology not only simplifies the decision-making process but also significantly boosts the overall efficiency of health insurance operations, ultimately leading to improved patient care and financial outcomes. In this way, Medius stands at the forefront of innovation, driving meaningful advancements in the health insurance landscape.

LynxCare partners with leading healthcare organizations to improve the availability of actionable and accurate data, ultimately focusing on enhancing patient outcomes. By reducing the time spent on quality reporting and increasing research productivity without the need for extra staffing, LynxCare converts healthcare data into valuable insights that facilitate effective decision-making. The platform harnesses electronic health record data to produce actionable real-world evidence, which is essential for precision medicine and innovative research methodologies. As the volume of healthcare data continues to grow, it is vital for clinicians to implement robust data management strategies to effectively navigate this landscape. LynxCare is committed to providing a comprehensive data platform for healthcare entities looking to take control of their data environment. In addition, LynxCare adheres to both international and national data privacy regulations, ensuring that data access and usage remain secure through multiple layers of protection. Our team of medical professionals also supports research initiatives by helping to secure the necessary consents and ethical approvals, reaffirming our dedication to responsible data practices. Ultimately, LynxCare strives to empower healthcare providers by revolutionizing how they manage and utilize data to enhance patient care, paving the way for a more data-driven approach in healthcare. Through these initiatives, we believe that better data leads to better patient outcomes and a more efficient healthcare system.