Evidence map›Paper›PMID 41746832›Full record

ArticleHealth policy and planning2026

Effect of continuity of care on medical expenditures for hypertensive patients in high-altitude areas of China.

Sisi Zhong, Changli Jia, Weizhuo Chen, Qiao Yang, Junyi Chen, Wenqi Xiao, Ting Ye

Abstract read
In one paragraph

Article in Health policy and planning, 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

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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.

Sisi ZhongSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Changli JiaSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Weizhuo ChenSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Qiao YangSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Junyi ChenSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Wenqi XiaoSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.
Ting YeSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Qiaokou District, Wuhan 430030, China.ORCID 0000-0002-4614-6318

Funding

Humanities and Social Sciences Fund 20YJC630193MOE (Ministry of Education in China)National Natural Science Foundation of China 72074087National Natural Science Foundation of China 72574077
6 · The paper itself

Abstract

Managing hypertension is particularly challenging in high-altitude regions of China due to chronic hypoxia and limited healthcare access. Continuity of care has been proposed as a cost-effective approach, yet its economic impact in this context remains unclear. Using basic medical insurance claims data from 11 823 hypertensive patients in three high-altitude cities (January 2022-December 2023), this study examined the association between continuity of care and medical expenditures. A generalized linear model with a log link function was employed to analyze total medical costs, while a Tobit regression model was used to assess out-of-pocket (OOP) costs. Heterogeneity was analyzed based on sex, insurance type, and ethnic groups. If the Bice-Boxerman Continuity of Care Index (COC) were maximized, hypertensive patients could experience a 15.63% reduction in total medical costs and 25.92% in OOP costs. If the Usual Provider of Care Index (UPC) were maximized, total medical costs and OOP costs could decrease by 18.94% and 31.61%, respectively. Heterogeneity analysis indicated that both COC and UPC were negatively associated with OOP costs across sex and insurance types, but significant associations with total medical costs were mainly observed among Tibetan patients, females, and those enrolled in Urban and Rural Resident Basic Medical Insurance. Higher continuity of care was significantly associated with lower medical expenditures for hypertensive patients residing in high-altitude areas; however, the magnitude of this beneficial effect varied considerably across different population subgroups. These heterogeneous effects suggest that interventions designed to enhance care continuity may need to be tailored to specific patient demographics. Therefore, future prospective studies or policy interventions are warranted to validate these findings.

Indexed as

AltitudeContinuity of Patient CareHealth ExpendituresHypertensionAdultAgedChinaFemaleHumansMaleMiddle Agedcontinuity of carehigh-altitude areashypertensionmedical expenditures

Identifiers

PMID41746832
PMCPMC13089517

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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.