Evidence map›Paper›PMID 42488892›Full record

ArticleJB & JS open access

Predictors of Postoperative Physical Therapy Utilization After Common Orthopaedic Procedures.

Neel Bhardwaj, Sahil Dadoo, Rachit Saggar, Derrick Lin, Siya Bhardwaj, Jonathan D Hughes

Abstract read
In one paragraph

Article in JB & JS open access. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Neel BhardwajUniversity of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0003-3102-5668
Sahil DadooDepartment of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0003-0397-6220
Rachit SaggarDepartment of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0002-9123-7999
Derrick LinDavid Geffen School of Medicine at UCLA, Los Angeles, California.ORCID https://orcid.org/0009-0000-2853-4336
Siya BhardwajDepartment of Psychology, University of California, Los Angeles, California.ORCID https://orcid.org/0009-0006-7143-4377
Jonathan D HughesDepartment of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0002-1298-7514

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Physical therapy (PT) is essential to recovery after orthopaedic surgery, yet predictors of postoperative PT utilization across procedure types remain poorly understood. This study aimed to identify demographic and clinical predictors of PT utilization after 8 common orthopaedic procedures using a diverse national cohort. Methods: Patients undergoing 8 orthopaedic procedures were identified from the National Institutes of Health All of Us Research Program. The primary outcome was PT utilization within 180 days of surgery. Sequential multivariable logistic regression evaluated predictors of PT utilization, adjusting for demographics, comorbidities, insurance, employment, preoperative PT, 0- to 14-day postoperative opioid prescriptions, and procedure type. Procedure-stratified analyses were performed. Statistical significance was set as p < 0.050. Results: Among 12,666 patients (59% female; mean age, 58 ± 13 years), including 1,531 (12%) Hispanic/Latino and 1,445 (11%) Black patients, overall postoperative PT utilization was 44%. Female sex was associated with lower odds of PT utilization compared with male sex (adjusted odds ratio [aOR], 0.85; 95% confidence interval [CI], 0.78 to 0.92; p < 0.001), an effect that persisted after full adjustment. Preoperative PT (aOR, 8.91; 95% CI, 7.75-10.23; p < 0.001) and 0- to 14-day postoperative opioid prescriptions (aOR, 1.66; 95% CI, 1.50-1.83; p < 0.001) were independently associated with higher PT utilization. The association between female sex and lower PT utilization reached statistical significance in the total knee arthroplasty subgroup only in procedure-stratified analyses (aOR, 0.78; 95% CI, 0.67-0.91; p = 0.001). PT utilization was associated with lower 90-day emergency department visits (aOR, 0.67; 95% CI, 0.59-0.76; p < 0.001). Conclusions: Preoperative PT and early postoperative opioid prescriptions were the strongest predictors of postoperative PT utilization. Female sex was associated with lower PT utilization after comprehensive adjustment, although structural and unmeasured factors may partially account for this finding. These findings identify factors associated with rehabilitation access after orthopaedic surgery. Preoperative PT engagement, equitable opioid-prescribing practices, and strategies to address insurance-related barriers warrant further investigation as potential approaches to improve postoperative rehabilitation access. Level of Evidence: Level III, Prognostic. See Instructions for Authors for a complete description of levels of evidence.

Identifiers

PMID42488892
PMCPMC13391136

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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.