Every major health system in the country has invested significantly in its electronic health record infrastructure. The assumption built into that investment is that the EHR reflects what has actually happened to the patient. For most patients, most of the time, it does not.
The EHR captures what happens inside your network. It has no reliable mechanism for capturing care that happens outside it. The patient who spent two weeks in Florida and visited an urgent care clinic. The employee who saw an out-of-network specialist because insurance directed them there. The person who moved to your area five years ago and brought a decade of medical history from three other health systems with them. All of that care happened. None of it is in your chart.
An EHR is a record of what your system saw. It is not a record of what happened to the patient. For most patients with any complexity, those two things are not the same.
This is not a technology failure. It is a structural one. EHR systems were built to document care within a network, not to retrieve care from outside it. The result is a clinical blind spot that has measurable consequences for patient safety, financial performance, and quality measure outcomes -- and those consequences are growing as value-based care models make incomplete records increasingly expensive to carry.
What Incomplete Records Actually Cost
The financial and clinical damage from fragmented patient records is well documented, and the numbers are not small.
At the individual hospital level, incomplete records cost an average of $1,950 per inpatient stay and over $1,700 per emergency department visit in repeated and unnecessary care, according to AHIMA's 2023 letter to Congress. Those are not system-level abstractions. They are per-encounter costs running through your facility every day.
Duplicate testing is a particularly clear example of how the blind spot converts into direct expense. A published study examining patients transferred between two institutions with separate EHR systems found that testing was duplicated in 32% of cases, with 20% of those duplicates having no clinical justification at all. Under fee-for-service, much of that cost was absorbed by payers. Under value-based and bundled payment models, it comes directly off your margin.
The Four Consequences That Show Up in Your Numbers
Clinical errors from missing context
Research cited by the WHO found that patient identification errors and incomplete records account for approximately 70% of adverse patient outcomes. A contraindication documented only at a previous health system, a prior allergy recorded nowhere in your chart, a diagnosis that changes the treatment picture entirely -- these are not edge cases. They are the predictable result of treating a partial record as if it were complete.
Duplicate testing and avoidable cost
Without prior history, clinicians order what they need to make a decision. That is the right call given what they can see. But when the test was already run at another facility two weeks earlier, the duplication is pure waste -- a direct cost to the system that provides no clinical benefit and erodes the patient experience in the process.
HEDIS and quality measure losses
A care gap that was actually closed at an out-of-network facility but never documented in your system counts as an open gap against your HEDIS and Stars performance. The care happened. Your system gets no credit for it. NCQA audits consistently cite data fragmentation as a leading contributor to failed quality measures -- and failed measures have direct financial consequences under value-based contracts.
Increased emergency utilization
A Commonwealth Fund study found that Medicare patients with three to four chronic conditions and highly fragmented care were 14% more likely to visit the emergency department and 6% more likely to be admitted. Fragmentation does not just create documentation gaps. It creates clinical gaps that eventually present as higher-acuity, higher-cost encounters that a more complete record might have prevented.
Why the Pressure Is Intensifying Now
These problems are not new. What is new is how expensive they have become to ignore.
Value-based payment models now account for 45.2% of all healthcare payments in the United States, according to HCPLAN's 2024 annual survey, up nearly 4% from two years prior. The federal government has set an explicit target of moving 100% of Medicare beneficiaries into value-based arrangements by 2030. As that shift accelerates, every open care gap, every duplicate test, and every missed quality measure carries a direct financial penalty that the fee-for-service era largely absorbed.
Payers are not waiting for health systems to solve this on their own. 24 out of 25 high-performing payer-provider partnerships identified in 2025 involved some form of clinical data exchange, with interoperability and complete patient records cited as the dominant theme. Payers have a direct financial stake in closed care gaps and accurate risk adjustment. They are actively looking for provider partners who can deliver both.
The regulatory environment adds further urgency. CMS finalized its Interoperability and Prior Authorization Rule in 2024, mandating enhanced data sharing with provisions taking effect in 2026. As of July 2024, providers face severe financial penalties for practices deemed to interfere with the access or exchange of electronic health information, including the potential loss of 75% of Medicare annual payment updates for non-compliance.
The direction is clear and it is not reversing. Complete, retrievable patient records are moving from a clinical aspiration to a financial and regulatory requirement. The question is not whether health systems need to solve this. It is how and when.
The Physician's View of the Problem
It is worth spending a moment on what clinicians experience at the point of care, because the administrator's view of this problem and the physician's view can look quite different.
Administrators see incomplete records as a data quality and quality measure issue. Physicians experience them as a decision-making problem that lands in the exam room. A 2025 athenahealth Physician Sentiment Survey found that 95% of physicians say getting the right clinical information at the right time is very important to their practice. Only 28% said sending and receiving patient data from a different EHR was easy.
That 67-point gap between what physicians need and what the technology currently delivers is where incomplete records do their most direct damage. Physicians compensate by ordering tests they would not need if they had the full history, by asking patients to recall medication lists from memory, and by making clinical decisions based on the information in front of them rather than the information that exists. Most of the time it works out. The times it does not are documented in the malpractice and adverse event data above.
A New Category of Solution -- and Why Larger Systems Are Moving First
A new service category has emerged specifically to address this problem, and it is gaining significant traction among larger health systems that are already operating under advanced value-based contracts and feeling the quality measure and risk adjustment pressure most acutely.
The approach does not require an IT project, a new EHR, or a systems integration initiative. It retrieves and reconciles out-of-network patient history and surfaces it in a format clinicians can act on, without disrupting existing workflows.
Early access to this service is currently being prioritized for larger health systems and multisite organizations. The clinical and operational complexity of larger systems -- combined with the financial exposure they carry under value-based contracts -- makes them the natural first movers. Broader rollout is planned, but the organizations engaging now are setting the benchmark for what complete patient records look like in a value-based environment.
Payers are paying close attention. Health systems that can demonstrate closed care gaps, reduced duplicate testing, and improved quality measure performance are becoming the preferred partners in value-based contracting conversations. The ones that cannot are finding those conversations increasingly difficult.
Is Your Organization a Fit for Early Access?
Schedule a 30-minute discovery call to fully understand the benefits to your organization and whether you are a fit for early access. No obligation, no pitch. If there is no fit, we will tell you that directly.
Schedule a 30-Minute Discovery CallEarly access is currently being prioritized for health systems and large multisite organizations.
Sources: CRICO Strategies Malpractice Data; AHIMA Letter to Congress, January 2023; NIH / PMC Study on Duplicate Testing Across EHR Systems (Stewart et al.); Commonwealth Fund Chronic Care Fragmentation Study; athenahealth 2025 Physician Sentiment Survey (Harris Poll, 1,001 physicians); HCPLAN 2024 Annual Survey; NCQA / Chirokhealth HEDIS Data Fragmentation Analysis 2025; KLAS Research Payer-Provider Collaboration Report 2025; CMS Interoperability and Prior Authorization Rule CMS-0057-F; Imprivata Patient Identification Crisis Report 2025; WHO Patient Safety Guidelines.