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Home»Health»Healthcare’s Knowledge Orchestra: Why Rising Drug Denials Sign a Want for Higher Coordination
Health

Healthcare’s Knowledge Orchestra: Why Rising Drug Denials Sign a Want for Higher Coordination

VernoNewsBy VernoNewsSeptember 11, 2025No Comments9 Mins Read
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Healthcare’s Knowledge Orchestra: Why Rising Drug Denials Sign a Want for Higher Coordination
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They are saying orchestras are the place everybody exhibits up with totally different devices, everybody has their very own sheet music, and nobody sounds fairly proper till the conductor brings them collectively. Somebody’s enjoying too loudly. Another person is off tempo. The strings need allegro whereas the brass prefers andante. And but, when correctly coordinated, one thing lovely emerges.

U.S. healthcare isn’t a lot totally different, however right here’s what the headlines miss: each stakeholder in healthcare’s prescription denial story, payers, suppliers, pharmaceutical firms, and sufferers, is appearing utterly rationally primarily based on the data, incentives, and constraints they face. Payers aren’t denying drugs to be troublesome; they’re making risk-based choices with incomplete information whereas managing finite assets for tens of millions of members. Suppliers aren’t over-prescribing to drive earnings; they’re targeted on particular person affected person wants with out visibility into broader utilization patterns or value implications.

The true story isn’t about denial charges or stakeholders appearing as villains. It’s a few healthcare system that forces clever, well-intentioned professionals to make essential choices in data silos. When prescription drug denials by non-public insurers jumped 25% from 2016 to 2023, affecting almost one in 4 sufferers in search of drugs, the healthcare trade targeted on signs fairly than the underlying dysfunction. When a well being plan evaluations a therapy request, it’s seeing diagnostic codes and prices, not the doctor’s scientific reasoning or the affected person’s full journey. When docs prescribe remedies, they’re making choices primarily based on particular person scientific wants with out understanding payer insurance policies or various therapies that is perhaps equally efficient.

We’ve constructed a healthcare system that rewards stakeholders for optimizing their particular person piece of the affected person journey fairly than coordinating round shared outcomes. The result’s fully predictable: rational actors making rational choices that create irrational outcomes. The true situation isn’t any single stakeholder behaving badly. It’s that members of our “healthcare orchestra”  can’t talk successfully with one another.

This coordination problem issues greater than particular person blame video games. Healthcare brings collectively sufferers, payers, suppliers, pharmaceutical producers, pharmacy profit managers, employers, authorities businesses, and extra, every with its personal expectations, incentives, and desired outcomes. What advantages one group usually complicates life for an additional. Insurance policies that enhance entry can problem profitability. Improvements in therapy could increase prices. Effectivity for one stakeholder introduces complexity for an additional.

On this atmosphere, it’s not simply exhausting to make everybody comfortable, it’s unattainable. And that complexity creates the information fragmentation that allows issues like inappropriate prescription denials.

When payers should consider protection requests with out full affected person histories, when suppliers lack real-world effectiveness information for brand spanking new remedies, when pharmaceutical firms design scientific trials with out consultant affected person populations, the result’s precisely what we’re seeing: choices made with incomplete data that finally damage sufferers and inflate prices.

Understanding the conductor’s problem

Healthcare stakeholders should actively coordinate choices that have an effect on affected person outcomes. Consider it as a posh orchestra the place:

  • Payers (the brass part) should stability member entry with monetary sustainability, making protection choices usually with out full scientific context;
  • Suppliers (the strings) want complete affected person histories to make optimum therapy suggestions, however lack visibility into value implications and payer insurance policies;
  • Pharmaceutical firms (the woodwinds) develop remedies primarily based on scientific trial information that will not replicate real-world affected person populations and payer constraints; and
  • Sufferers (the viewers) expertise the music, however usually can’t hear how particular person sections contribute to the general efficiency.

The problem isn’t that any part is enjoying poorly, it’s that they’re usually enjoying from totally different sheet music.

The data hole behind rising denials

I’ve witnessed this coordination dysfunction firsthand whereas working with healthcare organizations throughout the ecosystem. Not too long ago, I noticed a payer struggling to judge protection requests for a posh oncology therapy. It had primary diagnostic codes and value data, however lacked the excellent affected person journey information wanted to know why the prescribing doctor selected this specific remedy over options.

In the meantime, the prescribing oncologist had detailed scientific rationale, however restricted visibility into the payer’s medical coverage necessities and prior authorization course of. The pharmaceutical firm had intensive scientific trial information supporting the therapy, however minimal real-world proof about effectiveness in related affected person populations inside this well being plan.

Every social gathering made cheap choices primarily based on the data accessible to it. However with out coordination, shared “sheet music”, the consequence was predictable; delays, denials, appeals, and annoyed sufferers caught within the center.

This sample repeats continually. It takes healthcare organizations a median of seven months to combine and clear information earlier than they’re able to put it to use for perception era. Throughout that point, sufferers wait, prices accumulate, and alternatives for optimum care diminish.

A balanced view of payer and supplier protection challenges

It’s essential to know the legit constraints payers face when making protection choices. Well being plans handle finite assets whereas guaranteeing applicable look after tens of millions of members. They have to:

  • Consider remedies pretty throughout numerous affected person populations with various scientific wants;
  • Stop inappropriate utilization that drives up prices for all members;
  • Navigate advanced scientific pointers that usually lack clear real-world effectiveness information; and
  • Steadiness innovation entry with monetary sustainability that retains protection inexpensive.

Equally, when suppliers specific frustration with prior authorization necessities or protection denials, it’s as a result of they function on the stage of particular person sufferers. Clinicians see firsthand the urgency, complexity, and nuance of affected person care. They have to:

  • Advocate for well timed entry to what they consider is the simplest remedy for his or her affected person;
  • Make scientific choices primarily based on their experience and direct affected person interactions;
  • Navigate administrative hurdles that may delay care and erode affected person belief; and
  • Handle rising expectations from sufferers who’re extra knowledgeable and demanding customized care.

Whereas suppliers usually lack visibility into the broader monetary or population-level concerns payers should account for, their focus is on delivering rapid, evidence-based care. After they push again on utilization administration instruments, it’s to not bypass safeguards, however to make sure that actual folks don’t fall by way of the cracks of a system designed to work at scale.

Constructing higher coordination

The answer to healthcare’s stakeholder tensions isn’t selecting sides, it’s constructing the infrastructure that enables all sides to work higher collectively. Which means enabling smarter data sharing whereas respecting the legit constraints of every stakeholder: scientific complexity; privateness necessities; regulatory frameworks; and enterprise realities.

It’s not about forcing settlement, it’s about creating the situations for significant coordination. It’s about specializing in cross-stakeholder insights that help higher outcomes for sufferers, smarter danger administration for payers, operational effectivity for suppliers, and innovation for all times sciences, whereas safeguarding privateness and preserving aggressive boundaries. A impartial arbiter of knowledge can energy a trusted platform to allow all stakeholders to work from a shared understanding (widespread sheet music), unlocking the collaboration required to cut back the burden of illness at scale.

Actual-world success tales

Some healthcare organizations are already pioneering collaborative approaches with measurable outcomes. Collaboration with oncology information companions, for instance, can allow pharmaceutical firms to raised perceive real-world therapy patterns, assist them design scientific trials that replicate precise affected person populations and develop medical affairs methods that help applicable prescribing.

Partnerships similar to this show what’s potential when stakeholders prioritize affected person outcomes and system effectivity over data hoarding. The secret is constructing belief by way of transparency about information use whereas guaranteeing all events profit from enhanced insights.

The trail ahead

Healthcare leaders ought to view present coordination challenges not as proof of stakeholder battle, however as alternatives to construct collaborative capabilities wanted for long-term success. Organizations that develop sturdy data sharing partnerships now shall be higher positioned to ship coordinated care whereas sustaining operational effectivity.

The infrastructure supporting higher coordination, standardized information codecs, safe sharing protocols, and real-time synchronization can concurrently enhance scientific decision-making, streamline administrative processes, and speed up useful innovation. People who proceed working in isolation will wrestle to ship the coordinated care that sufferers deserve and all stakeholders finally need to present.

Making lovely music collectively

Similar to an orchestra, the healthcare system isn’t about particular person sections enjoying solo performances, it’s about creating harmonious outcomes that serve the broader goal. The present system treats healthcare information as proprietary property that should be guarded fairly than coordinated assets that would profit everybody.

In actuality, complete insights create worth throughout the ecosystem: higher outcomes for sufferers; extra environment friendly operations for suppliers; improved danger evaluation for payers; and more practical remedies for pharmaceutical firms.

Healthcare transformation requires recognizing that rising drug denials aren’t proof of payer callousness or supplier ignorance, they’re signs of coordination challenges that know-how and collaboration can tackle. With shared data and aligned incentives, we will construct a system the place applicable remedies attain sufferers effectively whereas managing prices responsibly.

Generally essentially the most lovely music comes from orchestras the place each part learns to help the others’ contributions. Healthcare is prepared for that type of efficiency.

Picture: pongschole1, Getty Pictures


Brad Kelley is Normal Supervisor of Knowledge Technique at Komodo Well being, the place he leads information acquisition and partnerships throughout the healthcare ecosystem. Over his 30-year profession, he has specialised in constructing collaborative information platforms that allow healthcare organizations to share insights whereas sustaining aggressive benefits and affected person privateness protections.

This publish seems by way of the MedCity Influencers program. Anybody can publish their perspective on enterprise and innovation in healthcare on MedCity Information by way of MedCity Influencers. Click on right here to learn the way.

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