The distance between the specialist a directory lists and the one a physician would actually send their own family to, and what that distance costs patients.
11 field notes in this topic
More than 80% of 17,543 German patients who received dental care abroad reported no information exchange between their treating physician overseas and their doctor at home. Only 1 in 3 got structured follow-up care.
Ontario's eConsult network avoids a formal referral in up to 81% of cases. In the largest US community health center rollout, only 10% of 13,769 providers ever submitted one in three years. The tool is proven and funded. It sits unused because nobody knows who answers well.
New physician hires saw 1.72 fewer patient encounters per clinic day than tenured colleagues in their first quarter, a gap that took two years to close. It is not a skill gap. It is a referral graph that does not exist yet, and nothing rebuilds it faster than it takes to build it the first time.
66.7% of Medicare specialist visits fall outside a beneficiary's assigned ACO. Health systems call this leakage and buy software to plug it. A one-SD rise in referral concentration cuts spending 7.4% with no quality loss. The system is fighting the wrong graph.
Average new-patient specialist waits reached 31 days across 15 large US metros in 2025, with individual waits recorded at up to 231 days. Appointment timeliness is a top-three referral selection factor and the only one with no available data. Referring physicians are steering patients into queues nobody can see.
Community oncologists treat about 80% of US cancer patients. The multidisciplinary tumor boards that set the standard of care sit at roughly 70 NCI-designated centers, and their deliberations, in the words of one analysis, exist in silos. Virtual boards work: over 96% of participants found them useful. The constraint is not technology. It is the invitation.
At one academic center, only 61.7% of 26,020 transfer requests were accepted, and rural requests fared worse. Acceptance correlates with the receiving hospital's boarding, not the patient's need. Every 40-point rise in relational coordination between the two physicians cut time to acceptance by 25%. The bed is not the bottleneck. The relationship is.
In one large system, only 34.8% of 103,737 referral attempts ended in a documented completed appointment. Referrers report getting nothing back after external consults about 80% of the time. Three generations of electronic health records have not fixed it, because the problem was never the fax.
Peer-rated surgical skill from video review predicted complication rates of 14.5% versus 5.2% and mortality of 0.26% versus 0.05% between bottom and top quartile surgeons. Physicians know who is excellent. They act on it for their own families. And they cannot write it down.
Senate investigators booked an appointment in 18% of calls to listed mental health providers. An Oregon study found 58.2% of directory listings were phantom providers seeing zero patients. A JAMA analysis of 449,282 physicians found 81% had inconsistent entries. The directory is medicine's only public expertise map, and it is fiction.
When a patient's primary care physician and specialist trained together, patient ratings of that specialist jump 9 percentage points, moving from the median to the 91st percentile. In a study of 40,495 referrals, 92% of eligible co-trained pairs never fired. Medicine has a proven trust graph and no way to query it.