The healthcare world is slowly shifting away from traditional fee-for-service models, which prize the number of services served instead of their quality. Value-based care schemes are becoming increasingly common. Data is a key piece of the puzzle.
Below, we’ll discuss merging these two aspects and how your plans and members can benefit from it.
What Is Data-Driven Value-Based Care?
Data-driven value-based care (VBC) is a healthcare approach that prioritizes quality outcomes above all else. Unlike traditional fee-for-service schemes, VBC models reward efficient, outcome-focused care delivery.
The data-driven aspect is a deep layer of real-time, structured information supporting smarter decisions.
This means using analytic tools and real-world data to identify which services work and under what conditions. But it also means better outcomes: Data helps healthcare professionals tap into a world of useful information that provides invaluable insights.
In a way, data-driven VBC strives to improve lives at lower costs. Data bridges intent and impact, and a VBC model is the perfect way to get there.
The Tangible Benefits of Data-Driven Value-Based Care
Data-driven VBC models offer tangible improvements across the board, not just theoretical advantages.
For example, Carolinas HealthCare System (now Atrium Health) decided to take matters into its own hands regarding readmission rates. Knowing a proactive approach was due, the managers decided to integrate predictive analytics and measure the outcomes.
The result? An astounding drop from 21% to 14% in readmission rates over a two-year period.
A comprehensive 2022 study regarding data in healthcare also pointed out that structured data will result in fewer unnecessary hospitalizations. Previously, this would’ve resulted in less revenue, but a VBC model ensures pay is based on quality, not on amount.
Patients will receive better treatments and medications once a data-driven mindset is in place. Clinicians, on the other hand, will have more time to form meaningful relationships with patients.
The Critical Types of Data Fueling Value-Based Care
There’s a wide spectrum of data types powering and fueling value-based care in healthcare models. Understanding how each plays a distinct role will help you make a smoother transition and provide a better framework for improving outcomes.
Clinical Data
Electronic health records (EHRs), lab results, physician notes, patient demographics — the list of clinical data could go on and on. While seemingly unmanageable at first, it provides unmatched visibility into past, ongoing, and future treatments and outcomes.
A data-driven approach that integrates technology can help integrate and analyze clinical data properly. Not only does this help you bridge gaps in care, but it also keeps your staff from being overburdened.
Claims Data
Claims data offers a unique, longitudinal view of what members say about providers and care plans. Utilizing it to its fullest potential means getting an early hold on performance and risk patterns.
Plus, claims data can provide financial insight into VBC models, pointing out exactly where things went wrong in the full continuum of care.
Behavioral & Engagement Data
Behavioral and engagement data give us a better look at what’s happening outside the clinical domain. Member-reported actions or interactions with digital platforms, for example, offer unique insights into motivation and habit formation.
At Wellth, we firmly believe these signals go above and beyond compared to traditional engagement metrics. We want to create patterns of consistency through sustainable, realistic changes. Behavioral economics is the key.
Social Determinants of Health Data
Social determinants of health (SDOH) refer to non-medical factors (such as housing instability or food insecurity) that influence health outcomes. Gathering relevant data is, as such, crucial to identifying at-risk populations who might otherwise get overlooked.
Incorporating SDOH data into VBC models allows for more accurate targeting of community and individual, real-life challenges.
Real-World Examples: How Data Drives Impact in VBC
Focusing on the abstract benefits of value-based care data isn’t enough to illustrate how powerful information truly is. Data-driven VBC is about real-life benefits and healthcare provider solutions that affect everyone involved.
For example, Hattiesburg Clinic managed a 12% drop in hospitalizations for chronic care management-enrolled patients after introducing predictive analytics. In turn, this resulted in a reduction of $74 in Medicare costs per member per month.
A 2025 study also pointed out that implementing AI and automation tools reduced readmission rates from 27.9% to 23.9%. This improvement allowed the health system to avoid $7.2 million of at-risk pay-for-performance funding.
The same study also closed gaps in readmission rates between Black/African-American patients and the general population. In essence, this means that data-driven VBC can also help lend a hand to underserved populations.
Chronic care can also see impressive improvements. A 2019 study showed that, after implementing predictive analytics, cardiologists saw a 40% reduction in emergency department visits.
AI & Automation: Catalysts for Scalable, Data-Driven VBC
Artificial intelligence and automation are quickly taking the spotlight in modern healthcare models. AI models can go through massive datasets at an unprecedented speed, proving invaluable for flagging trends and guiding decisions.
More specifically, predictive analytics can help health leaders transition from reactive to proactive care. For example, predicting outcomes of at-risk members based on social factors and recent visits allows for timely intervention.
But not everything happens behind the scenes. Digital platforms help reinforce healthy behaviors through nudges, reminders, and rewards. Members will get a way to stay connected to their goals, and plans will get the necessary tracking stats for future improvement.
Last but not least, EHR optimization ensures that clinical data is both standardized and accessible. All staff members and professionals will be able to close gaps in care through automated reporting, allowing for better care coordination across the board.
How Wellth Delivers Data-Driven Value for Complex Populations
At Wellth, sustained daily action is the main factor driving health transformation. Focusing on small, repeatable behaviors is the key to helping members create meaningful change that lasts over time.
Our mission is to help you and your members make a bridge through daily interactions and personalized digital health solutions. In turn, you’ll get to spot trends and intervene effectively, leading to improved outcomes and reduced spending.
If you’re ready to explore how data-driven behavior economics support VBC models, get in touch with our team today.
