Evidence map›Paper›PMID 41931182›Full record

ArticleAging clinical and experimental research2026

Medical facility preferences among older patients with diabetes: A discrete choice experiment in a Japanese primary care setting.

Rie Tanaka, Gerelmaa Gunsmaa, Shinobu Motohashi, Katsuya Yamazaki, Masao Ichikawa

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Article in Aging clinical and experimental research, 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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1 · What the graph read from it

What it found

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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

5 authors.

Rie TanakaDepartment of Global Public Health, Institute of Medicine, University of Tsukuba, Tsukuba, Japan. riet@md.tsukuba.ac.jp.ORCID http://orcid.org/0000-0003-0719-0348
Gerelmaa GunsmaaResearch and Development Center for Lifestyle Innovation, University of Tsukuba, Tsukuba, Japan.
Shinobu MotohashiKawai Clinic, Tsukuba, Japan.
Katsuya YamazakiKawai Clinic, Tsukuba, Japan.
Masao IchikawaDepartment of Global Public Health, Institute of Medicine, University of Tsukuba, Tsukuba, Japan.

Funding

Japan Society for the Promotion of Science JP20K18871
6 · The paper itself

Abstract

backgroundTo support aging patients living with diabetes, understanding their medical facility preferences is relevant, considering their healthcare needs and mobility status.

aimsWe conducted a discrete choice experiment among adult patients with diabetes in a Japanese primary care setting. A binary logit model was used to estimate the relative importance of medical facility attributes based on age group, driving status, and presence of companions during medical visits.

resultsOf 1,027 participants with the median age of 70 years (interquartile range: 60, 75), 29% were aged ≥ 75 years, 65% were men, 21% developed diabetic complications, and 51% had multimorbidity. Generally, the participants preferred clinics over hospitals, face-to-face consultations over online consultations, and shorter travel and waiting times. Older patients were more flexible with travel and waiting times than younger patients. Although online consultations were less preferred overall, older patients who do not drive were relatively receptive to online consultations, and those who were accompanied by someone during medical visits showed a preference for large hospitals. DISCUSSION: Patient preferences vary by age and mobility status and may influence medical facility choices. Online consultations and having a companion during medical visits would be helpful for older patients with diabetes and mobility challenges.

conclusionsThe discrete choice experiment revealed the medical facility preferences among older patients with mobility challenges. Our findings suggest new avenues for older patients with diabetes to access optimal care.

Indexed as

Diabetes MellitusPatient PreferencePrimary Health CareAgedAged, 80 and overChoice BehaviorEast Asian PeopleFemaleHumansJapanMaleMiddle AgedAgingDiabetesDiscrete choice experimentHealth services accessibilityPatient preferences

Identifiers

PMID41931182
PMCPMC13246527

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LicenceCC BY-NC-ND
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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.