A diverse group of people connected by medical symbols and dollar signs, representing healthcare costs.

Decoding Healthcare Costs: Are You in One of These High-Spending Groups?

"A new study identifies key subgroups within Medicare Advantage, offering insights into where healthcare dollars are spent and how care can be improved."


The rising cost of healthcare is a major concern for everyone, especially as we age. We hear a lot about expensive treatments and wonder where all the money goes. A significant portion of healthcare spending is concentrated on a relatively small percentage of patients. Understanding who these individuals are and why they incur such high costs is crucial to improving the healthcare system for everyone.

Most research in this area has focused on those with traditional fee-for-service Medicare. However, an increasing number of people are enrolled in Medicare Advantage plans, which operate differently. That’s why a recent study published in the Journal of General Internal Medicine is so important. It dives deep into the characteristics of high-cost patients within a Medicare Advantage population, identifying distinct subgroups that drive the most spending.

This research provides valuable insights into how we can better manage care and allocate resources to improve outcomes and reduce costs. If you’re a patient, caregiver, or simply someone interested in understanding the complexities of healthcare spending, this breakdown is for you.

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How Medicare Sets Payment Limits

CMS publishes Medicare Advantage advance notices, rate announcements, methodological changes, and special reports. Federal regulation at 42 CFR 413.30 establishes general rules for limits on reasonable costs recognized in Medicare payments for skilled nursing facilities and home health agencies. Separately, 42 CFR Part 422 sets standards, requirements, limitations, and procedures for services furnished or paid for through Medicare Advantage plans. A Health Affairs analysis reports that Medicare Advantage payment is based on what was coded, rather than what the clinical record actually documents.

From Basic Coverage to Medicare Advantage

CMS describes Medicare and Medicaid as having started as basic insurance programs for Americans without health insurance. Over time, they helped shape the modern foundation of American health care and became vital lifelines for older adults, people with disabilities, and low-income families. Medicare Advantage, also known as Part C, was added in 1996, formally allowing beneficiaries to receive Medicare benefits through private plans contracting with the federal government. The program has since undergone substantial evolution, including changes in popularity and regulation.

What Drives High Healthcare Costs? Unveiling Key Patient Subgroups

A diverse group of people connected by medical symbols and dollar signs, representing healthcare costs.

The study, conducted by Brian W. Powers et al., analyzed data from over 61,000 Medicare Advantage beneficiaries. The researchers used a sophisticated clustering algorithm to group high-cost patients (the top 10% of spenders) based on a variety of factors, including demographics, clinical conditions, and claims data. This approach allowed them to identify ten distinct subgroups within this high-cost population.

The key finding was that high-cost patients accounted for a whopping 55% of total healthcare spending. These patients tended to be younger, more often male, and had a greater number of comorbid illnesses. But what's truly revealing is the breakdown of these patients into specific subgroups, each with its own unique characteristics and healthcare needs:

  • Acute Exacerbations of Chronic Disease (Mixed): Often dealing with hospitalizations, these patients frequently experience conditions like cerebrovascular issues, COPD, heart problems, and mental health disorders. Preventable spending rates are notably high in this group.
  • End-Stage Renal Disease (ESRD): Facing advanced kidney disease and undergoing dialysis, these patients are among the highest spenders and have a significant mortality rate.
  • Recurrent Gastrointestinal Bleed (GIB): Characterized by repeated gastrointestinal bleeding and related complications, these individuals often require frequent hospital and ED visits.
  • Orthopedic Trauma (Trauma): Dealing with fractures and other injuries, these patients have the highest rates of inpatient utilization.
  • Vascular Disease (Vascular): Managing peripheral vascular disease, this group generally has lower utilization and spending rates compared to others.
  • Surgical Infections and Other Complications (Complications): Experiencing surgical wound issues, infections, and iatrogenic complications, these patients often require inpatient care.
  • Cirrhosis with Hepatitis C (Liver): Battling liver disease and hepatitis C, these patients have the highest average spending, largely driven by prescription drug costs.
  • ESRD with Increased Medical and Behavioral Comorbidity (ESRD+): In addition to kidney disease, these patients face congestive heart failure, mental health disorders, and liver failure, leading to high rates of preventable spending and mortality.
  • Cancer with High-Cost Imaging and Radiation Therapy (Oncology): Undergoing cancer treatment with extensive imaging and radiation, this group is predominantly male with prostate cancer being common.
  • Neurologic Disorders (Neurologic): Managing various neurological conditions, including multiple sclerosis, these patients have high rates of persistent spending, primarily on prescription drugs.
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What Recent Medicare Advantage Research Examines

A 2026 literature review synthesizes rigorous research on whether Medicare Advantage reduces health spending, increases federal expenditures, and produces better outcomes than Traditional Medicare. The reviewed studies use advanced empirical methods to address issues such as differences between the populations enrolled in the two programs. A 2025 Brown University research summary describes a proposed agenda that moves away from total-cost-of-care models toward reformed fee-for-service Medicare. Its proposals include more rigorous pricing of new technologies through value-based coverage, capped out-of-pocket costs, dental and vision benefits, and physician payment adjustments to support primary care.

Comparing Medicare Coverage Options

Recent comparison resources frame Original Medicare and Medicare Advantage as options that can be evaluated side by side. The dimensions identified across these resources include costs, doctor access, provider networks, prescription-drug coverage, extra benefits, and plan quality ratings. One 2027 comparison resource specifically presents plans, carriers, costs, benefits, and star ratings in a side-by-side chart. A 2026 cost-comparison tool emphasizes comparing actual annual costs rather than relying only on headline premiums.

These subgroups highlight the diverse nature of high healthcare costs. It’s not just about one type of patient or one specific condition. Each group faces unique challenges and requires tailored approaches to care.

A Path Forward: Tailoring Care to Reduce Spending and Improve Outcomes

The study's findings emphasize that a one-size-fits-all approach to managing high-cost patients simply won't work. To effectively address the challenge of rising healthcare costs, we need to move towards more personalized and targeted interventions. This means developing care management programs that are specifically designed to meet the unique needs of each subgroup. For example, patients with neurologic disorders may benefit most from strategies focused on medication management and adherence, while those with acute conditions may require interventions aimed at preventing hospital readmissions.

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The Next Phase of Medicare Advantage

Recent outlooks describe Medicare as facing both significant challenges and opportunities as the health care landscape evolves. Forecasts for the next five years focus on costs, coverage, quality improvements, and changes in Medicare Advantage. Health plan leaders identify rising medical costs and utilization, pressure on Stars ratings, risk-adjustment model changes, and regulatory uncertainty as major forces shaping the market. These conditions are prompting health plans to reassess strategic priorities for 2026 and beyond.

Incentives, Access, and Network Pressure

A peer-reviewed overview describes Medicare Advantage as part of a transformation away from volume-based care toward incentives focused on improving health status. That approach can change how plans, clinicians, and health systems organize care and measure performance. At the same time, the Medicare Advocacy organization reports that hospitals and health systems nationwide have dropped or plan to drop Medicare Advantage contracts. This creates ongoing network challenges for beneficiaries who depend on stable access to participating providers.

How spending concentration compares across populations

  • 79% of healthcare expendituresIn British Columbia, the top 10% accounted for 79% of healthcare expenditures in 2017.[1]
  • 75.1% versus 22.9% with two or more priority conditionsAmong adults in the top 5% expenditure tier, 75.1% had at least two priority conditions; in the bottom 50% tier, 22.9% did.[2]
  • nearly half of Medicaid expendituresFor Medicaid, the most expensive 5% of beneficiaries accounted for nearly half of expenditures in fiscal years 2009 through 2011.[3]

What spending concentration says-and does not say

Taken together, these reports show that high spending is concentrated in different populations and programs, but the size of that concentration varies. The figures describe spending distribution; they do not establish that the same interventions or explanations apply across those settings.[1] [3] [4] [5]

High expenses can coincide with several conditions or costly care, so a commonly treated diagnosis is not necessarily the condition driving the largest costs.[2]

The reported reduction in average costs for one type of superuser group is a distinct result; it does not by itself establish that targeting other high-spending groups will have the same effect.[4] [6]

What the underlying data and other care settings add

A Veterans Affairs analysis focused on a selected set of chronic conditions, while a government review described states coordinating care across providers and, in some cases, addressing basic needs such as food and housing. These sources illustrate different ways of defining the population and organizing care; they do not establish which approach is most effective for Medicare Advantage groups.[3] [7]

What remains uncertain about high-cost groups

  • How would the observed patterns differ if high cost were defined over a longer period rather than a single year, given that some high-cost patients remain in that category over time?[7]
  • How much might subgroup membership change under alternative definitions of high-cost status or multimorbidity, given that studies use varied definitions and condition groupings?[7] [8]
  • Would the patterns look different if the condition set included illnesses beyond the chronic conditions selected for the Veterans Affairs analysis?[7]

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

Everything You Need To Know

1

What are the different types of high-cost patient groups that were identified?

The study identified ten distinct subgroups within the top 10% of high-cost patients in Medicare Advantage. These include: Acute Exacerbations of Chronic Disease, End-Stage Renal Disease (ESRD), Recurrent Gastrointestinal Bleed (GIB), Orthopedic Trauma, Vascular Disease, Surgical Infections and Other Complications, Cirrhosis with Hepatitis C, ESRD with Increased Medical and Behavioral Comorbidity, Cancer with High-Cost Imaging and Radiation Therapy, and Neurologic Disorders. Each subgroup has unique characteristics, such as specific conditions, utilization patterns, and cost drivers.

2

Why is it important to understand the different subgroups of high-cost patients?

These subgroups matter because they highlight the diversity of high healthcare costs within Medicare Advantage. Understanding the specific conditions and needs of each group allows for more targeted and effective care management strategies. For instance, the Recurrent Gastrointestinal Bleed subgroup requires interventions focused on reducing hospital and ED visits, while the Neurologic Disorders subgroup needs strategies to manage medication and improve adherence. This tailored approach is more effective than a one-size-fits-all method.

3

How much of total healthcare spending is attributed to high-cost patients?

The study found that high-cost patients in Medicare Advantage accounted for 55% of total healthcare spending. This concentration of spending underscores the importance of understanding and managing the needs of these individuals. By identifying the specific subgroups that drive these costs, healthcare providers and policymakers can develop interventions to improve outcomes and reduce unnecessary spending.

4

What solutions are suggested to better manage high-cost patients?

The research points to the need for tailored care management programs designed to meet the specific needs of each subgroup. For example, patients with Acute Exacerbations of Chronic Disease may benefit from interventions aimed at preventing hospital readmissions, while those with Cirrhosis with Hepatitis C may require strategies focused on managing prescription drug costs. This targeted approach is crucial for improving outcomes and reducing healthcare costs effectively.

5

What are the main factors that drive high healthcare costs in these different groups?

Several factors contribute to high healthcare costs in these subgroups. These include chronic conditions, comorbid illnesses, hospitalizations, emergency department visits, prescription drug costs, and the need for specialized treatments such as dialysis or radiation therapy. Certain subgroups, such as those with ESRD or Cirrhosis with Hepatitis C, have particularly high spending due to the intensive and ongoing nature of their care. Additionally, preventable spending rates are high in subgroups such as Acute Exacerbations of Chronic Disease and ESRD with Increased Medical and Behavioral Comorbidity.

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