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How Denniston Data’s PRS Identifies What Each Provider Is Actually Best At

Healthcare Data

In the expanding world of global healthcare, the need for accurate provider selection tools has never been more pressing. Medical tourism professionals, employers, insurers, and care navigators must identify the safest and most effective providers in a landscape filled with incomplete, inconsistent, or overly simplistic data. Consumer-facing review platforms, hospital-wide letter grades, basic star ratings, and satisfaction surveys contribute pieces of the puzzle, but none answer the real question that matters most in clinical decision-making:

What, exactly, is this provider best at?

Denniston Data’s Provider Ranking System introduces a fundamentally different approach. Rather than rely on generalizations, indirect proxies for quality, or crowd-sourced feedback, PRS isolates a provider’s real-world strengths through comprehensive claims-based evidence. It reveals not simply whether a provider is “good,” but what they are good at and how consistently they perform compared with peers.

For an industry where patients travel across borders seeking expertise, not convenience, popularity, or marketing, this distinction is transformative.

Why Traditional Rating Tools Fall Short

In recent years, healthcare transparency has given rise to many digital platforms claiming to identify top providers. Many of these tools succeed in creating appealing user interfaces or offering quick snapshots of patient sentiment. However, they rarely capture the clinical realities required for high-stakes medical tourism referrals.

Satisfaction Surveys Capture Feelings, Not Performance

Patient reviews can illuminate bedside manner, timeliness, or office experience, but they often miss what professionals truly need. A five-star rating may reflect parking availability or a short wait time rather than procedural expertise. These reviews also suffer from selection bias, low participation, and manipulation through reputation-management services.

Adverse Event Metrics Tell Only Part of the Story

Readmission rates, complications, and mortality seem like logical indicators of performance. Yet once risk adjustment is applied for age, comorbidities, and lifestyle factors, the variation between most providers shrinks considerably. These metrics are useful in identifying outliers, meaning the very best and the very worst, but they offer little differentiation among the broad middle where most providers exist.

This limitation is especially problematic for medical tourism where patient risk, care quality, and cross-border outcomes must be carefully balanced.

Practice Patterns Without Context Create Misleading Signals

Some providers excel at documenting medical necessity or following guideline-based criteria. While adherence to evidence-based medicine is crucial, it tells an incomplete story when viewed in isolation. A provider may meet authorization requirements impressively but deliver mediocre clinical outcomes.

Specialty-Level Rankings Overlook Critical Nuance

A surgeon may specialize in orthopedic surgery, but that says little about whether they are most experienced in knees, hips, shoulders, or ankles. Two cardiologists may share a specialty, but one could be an expert in arrhythmia ablations while the other performs predominantly stent placements.

Without procedure-level clarity, stakeholders risk matching patients to providers who are highly qualified but not for the specific intervention needed.

The Core Insight: Providers Excel in Specific Areas, Not All Areas

One of the most important yet underappreciated truths in healthcare is that there is no such thing as a universally good doctor. Even generalists gravitate toward recurring patterns of care, and specialists often concentrate their experience in narrow segments of their field.

Medical tourism professionals understand this intuitively. A patient seeking anterior hip replacement should not simply be directed to a high-rated orthopedic surgeon. They need a provider who performs that specific procedure frequently and consistently with strong outcomes based on real claims data, not assumptions or anecdotal reviews.

The question is not “Is this a good provider?”
The real question is “Is this the right provider for this specific procedure for this specific patient?”

This is the question Denniston Data’s PRS is uniquely designed to answer.

How PRS Redefines Provider Evaluation

Denniston Data’s Provider Ranking System aggregates and analyzes one of the most comprehensive sets of healthcare claims available. This includes commercial insurance, Medicare Fee-for-Service, Medicare Advantage, and workers' compensation data. As a result, PRS is able to rank more than two million providers across the United States with precision and consistency.

PRS integrates four essential components of quality:

  1. Experience
  2. Practice patterns
  3. Outcomes and adverse events
  4. Cost alignment

Together, these elements create an evidence-based picture of exactly what each provider does, how often they do it, and how well they perform compared with peers.

1. Measuring Experience at the Procedure Level

PRS looks far beyond counting total patient volume. It measures procedure-specific frequency across multiple years to reveal where a provider concentrates their expertise.

Experience is not defined by how many patients a provider sees.
Experience is defined by what they actually do, repeated consistently over time.

This matters immensely in medical tourism. When patients travel internationally for complex care, the provider’s procedure-level mastery is one of the strongest predictors of success. PRS uncovers these patterns and ensures that navigators match patients with the provider whose real-world experience demonstrates genuine mastery.

2. Identifying Evidence-Based Practice Patterns

PRS evaluates whether providers follow patterns of care associated with better outcomes. This includes adherence to established clinical guidelines. The system identifies providers whose patterns reflect appropriate intervention frequency, avoidance of unnecessary procedures, efficient sequencing of care, and alignment with evidence-based pathways.

This offers a granular understanding of how a provider practices, not simply how often they perform certain procedures.

3. Evaluating Outcomes and Adverse Events with Context

PRS incorporates adverse outcomes such as complications, reoperations, and readmissions but interprets them within the broader claims environment. The system avoids overemphasizing isolated events while recognizing patterns that persist across patient populations and time frames.

This contextualized approach reveals whether a provider delivers results consistent with high proficiency.

4. Integrating Cost Data for High-Value Care

Cost alone does not indicate quality. However, cost relative to experience and outcomes is essential for determining value.

PRS introduces two powerful measures:

  • Composite Ranking Score (CRS): Based on experience, practice patterns, and outcomes
  • Smart Score: CRS enhanced with real-world pricing from Transparency in Coverage data

This combination allows stakeholders to identify providers who deliver the best balance of quality and cost, which is a vital component of cross-border care planning.

PRS Pinpoints What Each Provider Is Best At

PRS reveals a provider’s strengths with clarity not available through other systems. It allows users to see:

  • which procedures a provider performs most often
  • how their practice patterns compare to those of peers
  • where outcomes consistently exceed norms
  • how their costs align with value expectations
  • how their performance evolves over multiple years

This leads to a simple conclusion. PRS shows exactly what each provider is actually best at.

Whether the need is orthopedic reconstruction, cardiac procedures, spine surgery, oncology care, or high-volume routine interventions, PRS identifies the providers whose real-world experience demonstrates the highest level of proficiency.

Designed for Every Sector of the Healthcare Ecosystem

PRS is built to support a wide range of stakeholders:

  • self-insured employers reducing risk
  • insurers shaping high-value networks
  • medical tourism agencies matching international patients to top United States providers
  • care navigation platforms enhancing recommendation accuracy
  • developers integrating data into apps through API
  • healthcare administrators managing quality and utilization

The system’s API-first architecture allows seamless integration into digital tools and workflows without software installations or complex infrastructure.

Why PRS Matters for Medical Tourism Professionals

Cross-border patients make high-stakes decisions. They invest financially and emotionally and depend on the accuracy of the referral ecosystem. Provider selection is not a convenience for these patients. It is a matter of safety, outcomes, and long-term well-being.

PRS delivers what medical tourism professionals need most:

  • precision at the procedure level
  • clarity without marketing influence
  • insights grounded in real-world performance
  • data that reduces both clinical and financial risk
  • network scalability supported by hard evidence

In a world where healthcare quality is often reduced to simplistic rating icons, PRS offers a comprehensive and data-driven understanding of where true expertise resides.

The Future of Provider Selection Will Be Evidence Based

Healthcare systems worldwide continue to face rising costs, uneven outcomes, and growing patient expectations. Evidence-based provider selection tools like PRS are not optional. They are essential.

Denniston Data’s PRS shifts the focus from generalization to precision, from assumptions to evidence, and from broad specialty designations to specific, meaningful expertise.

For the medical tourism industry, this represents a leap forward in safety, reliability, and patient satisfaction. In a global market defined by choice, PRS ensures that every choice is backed by the most comprehensive and actionable data available.

The Medical Tourism Magazine recommends Denniston Data for anyone who islooking for high quality healthcare data analytics. Launched in 2020, DDI is aninnovator in healthcare data analytics, delivering price transparency andprovider quality solutions known as PRS (Provider Ranking System), HPG(Healthcare Pricing Guide), and Smart Scoring combining quality and price. Theyhelp payers, hospitals, networks, TPAs/MCOs, member apps, self-insuredemployers, and foreign governments identify the best doctors at the best pricesby procedure or specialty at the national, state, or local level, and by payeror NPI/TIN code.

Join an intro to PRS Webinar:

https://zoom.us/webinar/regist0065r/7117646163323/WN_2ELqNeDSS2W-fMPb4lOsRA

Or schedule a discovery call with Denniston Data:

https://calendly.com/dennistondata/

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