Evidence map›Paper›PMID 41396355›Full record

ArticleSleep & breathing = Schlaf & Atmung2025

Disparities in sleep medicine in Japan: association between CPAP prescriptions and the number of certified sleep medicine providers.

Yoshihito Kameda, Hiroo Wada, Harunari Suzuki, Kenji Shimamura, Teru Masumizu, Yuito Ueda, Qinye Zhu, Takeshi Tanigawa

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Article in Sleep & breathing = Schlaf & Atmung, 2025. 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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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Yoshihito KamedaDepartment of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Hiroo WadaDepartment of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Harunari SuzukiJuntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Kenji ShimamuraJuntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Teru MasumizuJuntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Yuito UedaDepartment of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Qinye ZhuDepartment of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
Takeshi TanigawaDepartment of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan. tataniga@juntendo.ac.jp.ORCID http://orcid.org/0000-0003-3373-4492

Funding

Japan Society for the Promotion of Science 22H00496
6 · The paper itself

Abstract

purposeHealth disparities in sleep medicine are associated with underdiagnosis and undertreatment of sleep disorders, despite their well-established impact on health. This study aims to clarify regional disparities in continuous positive airway pressure (CPAP) therapy prescriptions across prefectures in Japan and to examine the association between the number of sleep specialists and CPAP prescription rates.

methodsThis is an ecological study, investigating the association between the number of sleep specialists and CPAP insurance claims across 47 Japanese prefectures, using publicly available open data. Multiple linear regression was used to assess the impact of sleep specialists on CPAP prescriptions, adjusting for covariates such as proportion of population aged 65 and over, obesity rates, and heart disease prevalence.

resultsThe number of CPAP insurance claims per 1,000 population ranged from 35.0 to 65.3, with a 1.87-fold variation. The number of sleep specialists per million population varied substantially, from 0 to 35.8. Multivariable regression analysis revealed that the number of CPAP prescriptions was significantly associated with the number of sleep specialists (β = 0.32, B = 0.37, 95% CI: 0.04-0.71, p = 0.03), and the prevalence of heart disease (β = 0.39, B = 561.9, 95% CI: 55.7-1068.2, p = 0.03).

conclusionThe present study showed regional disparities in sleep medicine in Japan and a positive association between the number of sleep specialists and CPAP prescriptions, which highlighted the importance of enhancing the certification systems for sleep specialists to address regional health inequities in sleep medicine.

Indexed as

Continuous Positive Airway PressureHealthcare DisparitiesSleep Apnea, ObstructiveSleep Medicine SpecialtyAgedFemaleHumansJapanMaleMiddle AgedCPAPPSG technologistSleep health disparitiesSleep specialist

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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.