Developmental Dysplasia of the Hip: An Examination of Care Practices of Pediatric Orthopaedic Surgeons in North America
Bibliographic record
Abstract
BACKGROUND: Developmental dysplasia of the hip (DDH) is a common condition, affecting 1% to 2% of full-term infants. The American Academy of Orthopaedic Surgeons (AAOS) and American Academy of Pediatrics have published guidelines detailing best practices for DDH screening and treatment. The purpose of this survey was to determine DDH treatment practices of pediatric orthopaedic surgeons in North America. METHODS: We queried orthopaedic surgeon members of the Pediatric Orthopaedic Society of North America (POSNA) about referral patterns, treatment practices, and use of DDH guidelines. The survey included demographics, clinical scenarios, referrals patterns, and ultrasound practices. RESULTS: Of the 1392 members of POSNA, we received 432 total responses and included 353 in statistical analyses. Results show that 68% (233/342) of surgeons practice in an institution that does not endorse a standard care pathway for DDH. Of surgeons who personally use a DDH care pathway, the AAOS guidelines were most cited (143/353, 41%). The majority (94%, 316/337) of surgeons do not believe that universal ultrasound screening should be adopted in the United States. Responses regarding ultrasound screening for "high risk" infants as outlined by AAOS varied based on risk factor. Many (57%, 200/353) surgeons have performed initial evaluations for patients over 12 months of age. While 80% (260/327) of orthopaedic surgeons believe that primary care providers are referring patients appropriately, only 57% (183/323) believe that primary care providers are ordering imaging studies appropriately. CONCLUSIONS: Results from this survey of POSNA membership indicate an opportunity to better distribute and implement DDH guidelines. In addition, the implementation of a care map with a focus on standard referral and imaging practices could improve the care of patients with DDH by: (1) reducing the total cost of care, (2) increasing the use of appropriate imaging, (3) increasing timely referral for DDH care, and (4) reducing the presentation rate of walking age DDH patients. LEVEL OF EVIDENCE: The level of evidence rating for this survey-based study is level IV.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".