Evidence map›Paper›PMID 41288021›Full record

ArticleJournal of medical Internet research2025

Digital Versus In-Person Physical Therapy in Adults With Musculoskeletal Conditions: Retrospective Matched-Cohort Analysis of Surgery and Low-Value Surgical Rates.

Beatriz Domingues, Ana P Pereira, Akshat Pradhan, Catarina Zidde, Dora Janela, Carolina Marramaque, Virgílio Bento, Vijay Yanamadala, Steven P Cohen, Luke Belz and 3 more

Registry-linked trialAbstract readComparative Study
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02285868 (ATI Evidence-Based Guide Investigating Clinical Services), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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.

NCT02285868 active not recruitingnot on this mapstarted 2026, after this paper: background citation

ATI Evidence-Based Guide Investigating Clinical Services: Rehabilitation and Physical Therapy Patient Outcomes Registry

Typeobservational_patient_registrySponsorATI Holdings, LLCRan2026 to 2029Enrolled4,000,000ConditionsPrimary Body Region (Arranged Most Common to Least), Lumbar/SI, Knee, Shoulder
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

13 authors.

Beatriz DominguesClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0002-6353-7775
Ana P PereiraClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0003-3470-253X
Akshat PradhanClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0009-0009-7023-8958
Catarina ZiddeClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0009-0009-4700-773X
Dora JanelaClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0002-8440-2044
Carolina MarramaqueClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0001-5153-9303
Virgílio BentoClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0001-6025-8511
Vijay YanamadalaClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0002-2456-5888
Steven P CohenAnesthesiology Department, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-5928-2127
Luke BelzClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0009-0001-6176-6822
Kevin WangClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0001-9393-9559
Fernando Dias CorreiaClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0001-8028-926X
Fabíola CostaClinical Research & Dev, Sword Health, New York, NY, United States.ORCID https://orcid.org/0000-0001-8981-7049

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMusculoskeletal (MSK) disorders are leading causes of disability worldwide, with clinical guidelines recommending physical therapy-based interventions. Digital MSK programs offer an alternative to address logistical and socioeconomic barriers to regular in-person care. However, evidence comparing surgical use between digital and in-person physical therapy remains limited, particularly for low-value procedures.

objectiveThis study aimed to evaluate the 12-month incidence of MSK surgery and low-value surgical procedures among participants initiating a multimodal Digital Care Program (DCP) versus a matched-cohort initiating in-person physical therapy.

methodsRetrospective, matched-cohort study, using exact and propensity matching, with a Health Insurance Portability and Accountability Act (HIPAA)-deidentified US nationwide merged claims dataset (July 2022-February 2025). Eligible adults had spine, knee, hip, or shoulder conditions, ≥24 months uninterrupted health insurance coverage to an employer-sponsored DCP, and no MSK surgery in the prior year. The intervention group (IG) participated in a DCP combining exercise, education, and cognitive behavioral therapy, with real-time biofeedback and remote physical therapist oversight. The comparator group (CG) initiated in-person physical therapy, identified from a third-party claims database, using relevant MSK ICD-10 (International Statistical Classification of Diseases, Tenth Revision) codes as primary diagnosis. The primary outcome was the incidence of any MSK surgery within 12 months; the secondary outcome was the incidence of low-value surgery based on Choosing Wisely-aligned definitions. Cohort characteristics were compared using t test and chi-square test. Risk ratios (RRs) were calculated overall and by pain site, age group, and Social Deprivation Index.

resultsIn a matched cohort of 4190 individuals, predominantly middle-aged (~52 years old) women (1335/2095, 63.7%) with spinal pain (1123/2095, 53.6%), participation in the digital program was linked to a 58% (95% CI 49-66) lower relative risk of surgery at 12 months compared to those initiating in-person physical therapy (RR 0.42, 95% CI 0.34-0.52; E-value=4.19 [lower CI 3.29]). For surgeries categorized as low-value, IG was associated with 82% (95% CI 68-90) lower relative risk (RR 0.17, 95% CI 0.09-0.31; E-value=11.24 [lower CI 5.91]). Overall MSK surgical trends were consistent across pain sites, with greatest relative differences for knee (IG: 40/414 9.7% vs CG: 122/414, 29.5%; RR 0.26; 95% CI 0.17-0.38) followed by hip (19/203, 9.4% vs 42/203, 20.7%; RR 0.40; 95% CI 0.22-0.71). Lower surgery incidences in the IG (overall and low-value) were found across all socioeconomic and age strata.

conclusionsThis real-world study demonstrated, for the first time, that participation in a digital MSK program was associated with substantially lower incidences of both overall and low-value surgeries compared to those who opted for in-person physical therapy among commercially-insured adults. These findings suggest that digital MSK programs can mitigate access barriers, promote adherence to guideline-concordant care, and reduce unnecessary procedures, including among underserved populations.

Indexed as

Musculoskeletal DiseasesPhysical Therapy ModalitiesAdultAgedFemaleHumansMaleMiddle AgedRetrospective StudiesTelemedicineUnited StateseHealthlow-value carepainsurgery ratetelerehabilitation

Identifiers

PMID41288021
PMCPMC12756660

What Socratic holds

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LicenceCC BY
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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 Socratic graph.