Evidence map›Paper›PMID 39807182›Full record

ArticlePreventive medicine reports2025

Is avoidable diabetes-related hospitalization in older patients with type 2 diabetes mellitus associated with increased health expenditure?: A nationwide retrospective cohort study in South Korea.

Woo-Ri Lee, Gyeong-Min Lee, Noorhee Son, Kyu-Tae Han, Sungyoun Chun, Yehrhee Son, Ki-Bong Yoo

Abstract read
In one paragraph

Article in Preventive medicine reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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.

Woo-Ri LeeDepartment of Research and Analysis, National Health Insurance Service Ilsan Hospital, Goyang, South Korea.
Gyeong-Min LeeDepartment of Premedical, College of Medicine, Dankook University, Cheonan, South Korea.
Noorhee SonDivision of Cancer Control and Policy, National Cancer Control Institute, National Cancer Center, Goyang, South Korea.
Kyu-Tae HanDivision of Cancer Control and Policy, National Cancer Control Institute, National Cancer Center, Goyang, South Korea.
Sungyoun ChunDepartment of Research and Analysis, National Health Insurance Service Ilsan Hospital, Goyang, South Korea.
Yehrhee SonESON Medical Management Institute, ESON Hospital, Ulsan, South Korea.
Ki-Bong YooDivision of Health Administration, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, South Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: With South Korea's population aging rapidly, the number of patients with type 2 diabetes mellitus (T2DM) is expected to rise, leading to worsened health outcomes and potentially straining healthcare financing. This study aimed to investigate how avoidable diabetes-related hospitalizations affect short- and long-term health expenditures. Methods: Data from the National Health Insurance Service-Senior cohort from 2008 to 2019 in South Korea. A total of 27,081 participants aged 60 years and older who were diagnosed with T2DM were included in the study. The independent variable in this study was avoidable diabetes-related hospitalization according to the ICD-10 criteria "E11". The outcome measures included one- and five-year health expenditures. Regression analysis was performed using the generalized estimating equation (GEE) with a gamma distribution and log-link function. Inverse Probability of Treatment Weighting (IPTW) analysis was conducted to enhance the robustness of the results. Results: Out of the 27,081 participants, 685 patients (2.5 %) experienced avoidable diabetes-related hospitalizations. GEE analysis with IPTW weights revealed that participants who experienced avoidable hospitalizations had a higher risk of increased health expenditures (one-year: relative risk (RR) 1.83, 95 % CI 1.76-1.91; five-year: RR 1.63, 95 % CI 1.57-1.69). Consistent patterns were observed even without weighting (one-year: RR 1.85, 95 % CI 1.68-2.04; five-year: RR 1.60, 95 % CI 1.47-1.74). Conclusions: Our findings highlight the importance of continuous health management to prevent avoidable hospitalization, thereby promoting health and ensuring the financial stability of older patients with T2DM within the healthcare insurance system.

Indexed as

Avoidable diabetes-related hospitalizationHealth expenditureIPTWOlder patientsType 2 diabetes mellitus

Identifiers

PMID39807182
PMCPMC11729008

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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.