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The Interoperability Ghost — and the Engagement Numbers Nobody Questions

Clinical Analytics & Human Reality

The Interoperability Ghost

Why the engagement numbers nobody questions might be the biggest red flags in the building.

In a pharmaceutical clean room, the air is measured by what isn’t there. Aria L., a technician who spends her days encased in Tyvek and rhythmic breathing, knows that the particle counter is an objective arbiter of truth only if you don’t stand directly in front of the intake.

If you block the sensor with your shoulder while you’re reaching for a sterile wipe, the readout suggests the room is a vacuum of purity. The machine records a perfect zero, the log reflects a flawless environment, and the reality-the microscopic skin cells shedding off your forehead-remains invisible because it never crossed the path of the light.

Sensor Intake Status

0.00 Particles Detected

“The record reflects a flawless environment, but the reality remains invisible.”

Teodora, standing behind the high Formica counter of a multi-specialty clinic at , is performing the clinical equivalent of blocking the sensor. She slides a matte-black tablet across the surface toward a man named Mr. Henderson, who is currently struggling to pull a damp wool coat over his left shoulder.

There are three people behind him in a line that has begun to snake toward the heavy glass entrance doors, and the air in the waiting room smells of wet asphalt and industrial lavender.

“Just tap ‘accept’ right here, Mr. Henderson, so you can see your labs when they come in.”

– Teodora, Clinic Front Desk

She doesn’t look at the screen. She looks at the parking pass he’s fumbling with. Mr. Henderson taps the glass with a thumb that has spent in construction. He doesn’t look at the screen either; he is wondering if the meter on 4th Street has expired.

The system chirps. A data packet is generated. In the deep architecture of the Electronic Health Record (EHR), a flag is flipped from ‘Inactive’ to ‘Engaged.’ The Promoting Interoperability (PI) category of the clinic’s MIPS report just gained another percentage point.

Teodora has said this exact sentence forty-one times since . By , she has stopped hearing the words as language; they have become a hum, a ritual sound she produces to clear the obstacle in front of her. She has practiced this vocal signature so often that it has the same mindless fluidity as the way she signs her own name on a mortgage document-fast, illegible, and entirely disconnected from the weight of the commitment.

We call it “Patient Engagement” because that sounds like a clinical outcome, but for the people on the front lines, it is simply “The Tablet Thing We Have To Do Before They Leave.” This isn’t gaming the system. Gaming implies a level of subversion or a desire to cheat. What Teodora is doing is far more earnest and, perhaps, more damaging: she is finding the shortest path to an honest number.

The CMS requirements for MIPS reporting are not suggestions; they are the financial guardrails of the practice. If the clinic doesn’t hit the threshold for portal engagement, their reimbursement takes a hit that could mean the difference between hiring a new nurse or cutting back on supplies.

1

The Dashboard Mirage

When a practice partners with a mips registry to handle their CMS submissions, the data being sent over is often assumed to be a reflection of patient interest. We look at the dashboard and see a 78% engagement rate and we feel a sense of digital triumph.

We imagine 78% of our population sitting at their kitchen tables, peering into their lab results, and feeling empowered. We rarely imagine Teodora and the damp wool coat and the rush.

MIPS Dashboard Simulation

78%

REQUISITE ENGAGEMENT

??%

ACTUAL COMPREHENSION

Figure 1: The dashboard records the “finger-tap” (78%), while the actual moment of understanding remains unmeasurable and largely unrecorded.

The staff invented the workaround because the metric was countable and the underlying goal-actual patient comprehension-was not. You cannot easily measure the moment a patient understands their A1c level, but you can measure a finger-tap on a capacitive touch screen. When we reward the tap, we stop caring about the understanding. Eventually, the proxy becomes the product.

I remember once trying to explain this to a clinical manager who was obsessed with her “Health Information Exchange” scores. She showed me a spreadsheet where every single transition of care was logged with a timestamp. On paper, they were the most communicative facility in the tri-state area.

In reality, the “summary of care” documents were being sent to a digital fax folder that no one at the receiving end had the password for. The “information” was “exchanged” in the same way a letter is “delivered” when you throw it into the middle of the Atlantic Ocean. The logs were perfect. The patients were invisible.

This creates a peculiar kind of moral fatigue among healthcare staff. They are told that these measures are for the benefit of the patient, but they can see with their own eyes that the patient is just a temporary witness to a data-entry event. When you force a professional to produce a “meaningful” number through a meaningless interaction, you erode their belief that the data matters at all.

Once that belief is gone, it is almost impossible to rebuild. They start to view every new regulatory requirement-whether it’s a shift toward MIPS Value Pathways (MVPs) or a new set of Improvement Activities-as just another script to be rehearsed and performed.

2

The Six Inches of Air

The irony is that the technology was supposed to free us from the “charting for charting’s sake” era of paper files. Instead, it has created a high-velocity treadmill where the speed of the data generation is confused with the quality of the care.

We are obsessed with interoperability, the idea that systems can talk to each other, but we have forgotten that the most important “interface” in the entire building is the six inches of air between Teodora and Mr. Henderson.

If we want to fix this, we have to admit that the numbers are often just a record of how well the staff has adapted to the software. We have to stop pretending that a portal login is a proxy for health literacy.

There was a day when Teodora’s tablet broke. The screen went black and wouldn’t respond to the charger. For four hours, she had to actually talk to the patients about their results. She had to write down the portal URL on a piece of paper and explain, in human terms, why looking at the trends in their bloodwork might actually save them a trip to the ER later that year.

Her “engagement” numbers for that afternoon were zero. The system recorded a total failure of interoperability. But for the first time in weeks, three different patients actually asked a follow-up question.

System “Success”

95%

Portal Engagement recorded

Zero questions asked.

VS

Human “Success”

0%

System Interoperability failure

3 meaningful conversations.

We are currently trapped in a cycle where we prioritize the “Registry-Ready” event over the “Patient-Ready” moment. The CMS registries are doing their job-they are collecting the data we give them. The billing teams are doing their job-they are ensuring the codes match the encounters. But at the center of this hurricane of reporting is a growing vacuum of clinical reality.

I find myself thinking back to Aria L. in the clean room. She told me that sometimes, the most dangerous thing you can have is a perfect sensor reading, because it gives you the illusion of safety while the filters are actually failing. In the clinic, a 95% portal engagement rate might be the biggest red flag in the building. It might mean that your staff has become so efficient at clicking “accept” on behalf of the patient that the patient has effectively been removed from their own journey.

We have to allow for the messiness of the human interaction. We have to acknowledge that a “failed” metric might actually be a sign of a successful conversation. Until the reporting structures find a way to value the silence where a patient actually thinks, or the five-minute digression about parking that builds the trust necessary for a patient to follow a treatment plan, we will continue to chase ghosts in the machine.

Teodora still slides the tablet. She still says the phrase. But sometimes, when the line isn’t too long, she waits until the patient actually looks at the screen. She waits for the blink, the moment of recognition, the slight furrow of the brow that says “Oh, I see.”

Those moments don’t show up in the MIPS report. They don’t increment the counter in the registry. But they are the only things that keep her from feeling like a sensor in a room where nothing ever happens.

We’ve spent billions on the ink and the paper, and almost nothing on making sure the person signing the document knows what they’re agreeing to. As we move deeper into the era of value-based care, the real value won’t be found in the interoperability of the servers, but in the honesty of the front desk. We need to stop measuring the portal and start measuring the person, even if that means the numbers don’t look quite as respectable on a .

The log is not the life. The click is not the care.

And until we stop confusing the two, we’re just technicians standing in front of the sensor, pretending the air is clean while we’re covered in the very things we’re trying to filter out. It is a practiced signature on a blank page-beautifully executed, perfectly recorded, and signifying absolutely nothing to the person who has to live with the results.

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