Table · dataset · 2026
Supplementary file 1_Perinatal and gestational factors associated with Pavlik harness outcomes in developmental dysplasia of the hip: a retrospective cohort study.doc
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fped.2026.1938073.s001
Introduction<p>Perinatal and gestational factors contribute to both the pathogenesis and prognosis of developmental dysplasia of the hip (DDH).
Description
However, data regarding the association between these factors and Pavlik harness treatment outcomes remain scarce. This study aimed to assess the associations between perinatal/gestational factors and Pavlik harness treatment outcomes, and to preliminarily establish a predictive model incorporating these factors to inform early treatment optimization for DDH.</p>Methods<p>Perinatal and gestational data, along with treatment outcomes, were collected from children diagnosed with DDH through screening in Tianjin, China, between 2013 and 2023, who were treated with the Pavlik harness.
All analyses were performed at the patient level. A multivariable logistic regression model was developed to identify perinatal and gestational factors independently associated with treatment outcomes. Receiver operating characteristic (ROC) curves were constructed to evaluate the model's discriminative ability, and a nomogram was developed for outcome prediction.
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Internal validation was performed using bootstrap resampling with 200 iterations.</p>Results<p>Among 792 children (910 hips) included, low Graf classification, higher maternal education level, cephalic intrauterine position, parity > 1, maternal combined vitamin A and D supplementation during pregnancy and regular maternal milk consumption during pregnancy were significantly associated with higher treatment success rates.
The overall prediction model, integrating Graf classification with the five perinatal and gestational factors, achieved a bootstrap-corrected C-index of 0.781, with significantly higher diagnostic accuracy than any single factor or alternative combination (AUC = 0.796, P < 0.05). In the Graf-stratified prediction models, the ROC curves for the five perinatal and gestational factors demonstrated acceptable discriminative ability (Stratum 1: C-index = 0.724; Stratum 2: C-index = 0.707).
However, the model showed no predictive value in Graf type IV hips, where disease severity appeared to be the dominant determinant of treatment failure. Based on these findings, both overall and Graf-stratified nomograms were developed to predict Pavlik harness treatment outcomes in DDH.</p>Conclusion<p>Several perinatal and gestational factors were independently associated with Pavlik harness treatment outcomes in DDH.
The nomograms developed in this study may serve as preliminary decision-support tools for predicting treatment outcomes and facilitating the selection of more appropriate clinical management strategies, particularly for Graf types IIc and D/III. Given the observational study design, these findings should be interpreted as exploratory associations rather than causal determinants, and external validation is warranted before clinical implementation.</p>
Links
Where it is published
- DOI doi.org/10.3389/fped.2026.1938073.s001 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Foetal development and medicine · Foetal development and medicine · Foetal development and medicine · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Disease 75% · Longitudinal study 65%
Provenance · 3 source records, 35 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34009326 | 10 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34009326 | 10 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34009326 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:321501 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Foetal Development and Medicine'] |
| concepts[field].anzsrc:field:321501 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Foetal Development and Medicine'] |
| concepts[field].anzsrc:field:321501 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Foetal Development and Medicine'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[method].local:method:longitudinal-study | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |