ArticleJournal of the American Board of Family Medicine : JABFM2026
Family Medicine Residency Match Is Not a "Field of Dreams".
Article in Journal of the American Board of Family Medicine : JABFM, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Point-of-Care Ultrasound, Prevention and Screening, Family Medicine Workforce, Navigating Systems, and Improving Patient Care.Journal of the American Board of Family Medicine : JABFMArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Workforce projections predict a significant lack of primary care providers nationally. Increased family medicine residency programs and positions have been celebrated as the answer to these projections. Since 2012, the number of positions offered annually has increased almost 2-fold from 2,740 to 5,357. While this has the potential to help alleviate this disaster, very few are questioning the unintended consequences of additional family medicine positions. Over this same 14-year period, the number of programs failing to fill in the National Residency Match Program have increased 4.5-fold (64 to 288) with the number of unfilled slots increasing over 5.5-fold (142 to 805). Linear rates of change for unfilled residency programs per every 1,000 residency positions created have increased from 0.4 prior to 2018 to 69.3 between 2018 and 2021 to 271.5 after 2021. Unfilled programs experience multiple negative consequences including reputation damage and increase coverage responsibilities. Further addition of family medicine training position volume is therefore likely harmful to existing programs. Better solutions should be explored to creatively increase student interest in family medicine by emphasizing and leveraging the value of family medicine physicians and primary care.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.