Each March, the National Resident Matching Program (NRMP) Match offers a snapshot of how the next generation of physicians views the landscape of American medicine. The 2026 Match set records in nearly every category: more applicants, more positions filled, and high overall match rates. But beneath the headline strength, two datapoints tell a more complicated story about the future of primary care.
Family medicine once again posted one of the lowest fill rates among major specialties. And match rates for non-U.S. citizen international medical graduates (IMGs) fell sharply, even as their numbers increased. These trends are not about individual physicians. They are signals of a structural mismatch between the training model we built decades ago and the clinical complexity families face today.
Family medicine was created in the late 1960s to produce broadly trained generalists who could deliver babies, manage chronic disease, perform minor procedures, and care for children and adults in the same practice. The residency structure reflects that era: three years divided across four major disciplines, namely internal medicine, pediatrics, obstetrics/gynecology, and surgery. In practice, that means roughly nine months of training in each.
Nine months of pediatrics may have been adequate when childhood care centered on infections, growth monitoring, and immunizations. It is not adequate for the world families live in now. Pediatric practice today requires fluency in developmental screening, behavioral health, trauma-informed care, neurodevelopmental conditions, chronic disease management, school systems, early intervention, and the expanding interface between genetics and behavior. These are not peripheral issues. They are the core of modern pediatrics.
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Parents sense this. Increasingly, they seek care from clinicians whose training is pediatric-specific: pediatricians, pediatric nurse practitioners (PNPs), and developmental-behavioral specialists. A PNP completes two to four years of graduate-level training focused entirely on child health. Their curriculum is not divided across four competing domains. It is built for the needs of children and adolescents.
This is not a critique of family physicians as individuals. It is an acknowledgment that the breadth-over-depth model no longer aligns with the complexity of contemporary practice. The workforce data simply makes the misalignment visible. U.S. graduates continue to avoid family medicine. The specialty relies heavily on IMGs, many of whom face visa barriers that depress match rates. When a field depends on a pipeline that is both shrinking and structurally constrained, the result is instability, not because of who the physicians are, but because of how the system is designed.
The IMG data from this year’s Match illustrates the point. U.S.-citizen IMGs achieved a 70 percent match rate, the highest on record. But non-U.S.-citizen IMGs matched at just 56.4 percent, a five-year low. Their applicant numbers increased, but their success declined. The NRMP notes that visa-dependent applicants faced the steepest drop. This matters because family medicine is one of the specialties most reliant on IMGs to fill positions. In some programs, IMGs make up the majority of the resident workforce.
When visa-dependent IMGs struggle to match, family medicine struggles to staff. And when family medicine struggles to staff, access to primary care becomes uneven, especially in rural and underserved communities. The issue is not the quality of IMGs. Many are outstanding clinicians who have long been essential to the American primary-care workforce. The issue is that we have built a system that depends on a group of physicians who face structural barriers we have not addressed. A workforce model that relies on a constrained pipeline is, by definition, fragile.
The consequences extend beyond adult care. Children feel the effects first. Families seeking developmental evaluations, behavioral health support, or chronic-care management increasingly find that the clinicians available to them have had only a few months of pediatric training. Meanwhile, pediatric-focused clinicians, including pediatricians, PNPs, and developmental-behavioral specialists, face growing demand with limited expansion of training positions.
The NRMP will release fellowship data later this spring. If recent patterns hold, we will see continued contraction in pediatric subspecialties, including developmental-behavioral pediatrics. The gap between the needs of children and the training structures meant to serve them will widen further.
Parents are not making ideological choices. They are making rational ones. They want clinicians whose training matches the realities their children face. The workforce should reflect that reality too.
This essay is cited in the KevinMD record on primary care.
Ronald L. Lindsay is a retired developmental-behavioral pediatrician whose career spanned military medicine, academic leadership, and national advocacy for dignity-centered neurodevelopmental care. His NIH-funded work with the RUPP Autism Network helped define evidence-based approaches to autism and related developmental disorders.
He directed the LEND Program at The Ohio State University and founded JBLM CARES, a $10 million autism resource center for military families. His writing spans clinical scholarship and long-form fiction. He is the author of The Mercy Directive and the six-novel Cassandra series, a completed political and medical fiction saga tracing the rise of the Cassandra system from its origins to its national and international legacy. His forthcoming memoir, The Quiet Architect, examines how conscience and structure collide in modern medicine.
He shares updates on LinkedIn.
