Evidence map›Paper›PMID 42172577›Full record

ArticleChronic obstructive pulmonary diseases (Miami, Fla.)2026

Who Enrolls After Referral to Virtual Pulmonary Rehabilitation? A Descriptive Comparison.

Emily A Schultz, Madeleine Frank, Sara L Eppler, Melissa Dymock, Robin N Kamal, Julia Maheshwari, Lauren E Eggert

Abstract read
In one paragraph

Article in Chronic obstructive pulmonary diseases (Miami, Fla.), 2026. 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

7 authors.

Emily A SchultzVOICES Health Policy Research Center, Stanford University, Stanford, California, United States.
Madeleine FrankDepartment of Medicine, Stanford Health Care, Stanford, California, United States.
Sara L EpplerVOICES Health Policy Research Center, Stanford University, Stanford, California, United States.
Melissa DymockDepartment of Medicine, Stanford Health Care, Stanford, California, United States.
Robin N KamalVOICES Health Policy Research Center, Stanford University, Stanford, California, United States.
Julia MaheshwariDivision of Pulmonary, Allergy, Critical Care Medicine, and Sleep Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States.
Lauren E EggertDivision of Pulmonary, Allergy, Critical Care Medicine, and Sleep Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Multidisciplinary management of chronic obstructive pulmonary disease (COPD) that combines pharmacotherapy, patient education, and pulmonary rehabilitation (PR) is recommended to optimize outcomes. Virtual pulmonary rehabilitation (VPR) offers a novel approach to expanding access to care by addressing geographic barriers. Methods: We conducted a retrospective cohort study involving patients with COPD who were referred to a VPR program from the pulmonary clinic of a single academic center. Demographic information was collected. The Social Vulnerability Index (SVI) was determined and the mean distance to the nearest in-person PR program. The primary objective was to describe the characteristics of patients referred to VPR who enrolled in the program compared with those who did not. The secondary objectives were to understand reasons patients choose not to enroll in VPR and to evaluate changes in clinical outcomes before and after participation in the program, with comparisons across SVI. Results: A total of 278 patients were referred, of whom 63 (22.7%) either completed or were actively participating in the program. Of the patients referred, 23 (8.3%) were ineligible, and another 45 (16.2%) declined enrollment. The average age of enrolled patients was 76.7 (8.4) years, and most patients were female (N=38, 60.3%). The average SVI was 0.53 (medium social vulnerability). The average distance to an in-person PR center was 12.6 miles. There were no significant differences in SVI, distance to PR center, language, or race between enrolled and nonenrolled patients. Conclusion: VPR may serve as an effective, accessible option for patients with COPD to improve functional and patient-centered outcomes. However, despite mitigating geographic barriers through VPR, obstacles to expanding PR program enrollment persist.

Indexed as

accesschronic obstructive pulmonary diseasepulmonary rehabilitationreferralvirtual pulmonary rehabilitation

Identifiers

PMID42172577
PMCPMC13552435

What OpenQuestion holds

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Registered trials

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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.