Evidence map›Paper›PMID 42812420›Full record

ArticleFrontiers in public health2026

Workplace-based integrative care for firefighters: real-world evidence from a visiting healthcare program.

Inae Youn, Jisu Ha, Sunjoong Kim, Sohyeon Ryu, Juchul Kim, Ji Hun Wi, Dong Kyun Ko, Sung-Youl Choi, Unho Yang, Jungtae Leem

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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

10 authors.

Inae Youn *Department of Acupuncture and Moxibustion, National Medical Center, Seoul, Republic of Korea.
Jisu Ha *Department of Acupuncture and Moxibustion, National Medical Center, Seoul, Republic of Korea.
Sunjoong KimDepartment of Clinical Korean Medicine, Graduate School, Kyung Hee University, Seoul, Republic of Korea.
Sohyeon RyuDepartment of Internal Medicine of Korean Medicine, National Medical Center, Seoul, Republic of Korea.
Juchul KimResearch Institute of Korean Medicine Policy, The Association of Korean Medicine, Seoul, Republic of Korea.
Ji Hun WiSeoul Korean Medicine Association, Seoul, Republic of Korea.
Dong Kyun KoSeoul Korean Medicine Association, Seoul, Republic of Korea.
Sung-Youl ChoiDepartment of Neuropsychiatry, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea.
Unho YangSeoul Korean Medicine Association, Seoul, Republic of Korea.
Jungtae LeemDepartment of Il-won Integrated Medicine, Wonkwang University Korean Medicine Hospital, Iksan, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Firefighters, as essential workers, face substantial barriers to healthcare access due to shift work, unpredictable schedules, and physically demanding duties. Workplace-based healthcare delivery models have emerged as a potential strategy to address these access gaps, yet real-world evidence remains limited. Methods: This study evaluated a workplace-based visiting healthcare program implemented at fire stations in Seoul, Korea, between September 2023 and February 2024. A retrospective chart review assessed changes in pain intensity among firefighters receiving integrative care, including acupuncture and Chuna manual therapy, while a cross-sectional survey examined user satisfaction, perceived need, and acceptability of the program. Results: Forty firefighters were included in the clinical evaluation, showing significant reductions in pain intensity (Numeric Pain Rating Scale, median [IQR]: 4.0 [4.0-6.0] to 2.0 [1.0-2.0]; Wilcoxon signed-rank test, Conclusion: Workplace-based integrative care may represent a feasible and acceptable model to improve healthcare access among shift-based essential workers. These findings provide real-world evidence supporting workplace-based healthcare delivery models for shift-based essential workers.

Indexed as

FirefightersIntegrative MedicineOccupational Health ServicesWorkplaceAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedRepublic of KoreaRetrospective Studiesessential workershealthcare accessintegrative caremusculoskeletal painprogram evaluationworkplace health

Identifiers

PMID42812420
PMCPMC13619571

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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.