Evidence map›Paper›PMID 39995257›Full record

ArticleJournal of Korean medical science2025

Patterns of Medical Utilization in Children, Adolescents, and Young Adults With Life-Limiting Conditions in Korea: A Cohort Study Based on National Health Insurance Data.

Seonhwa Lee, Byungmi Kim, Jin Young Choi, So-Jung Park, Jun Ah Lee, Chung Ho Kim, Bomi Park, Bohyun Park

Abstract read
In one paragraph

Article in Journal of Korean medical science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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

4 citing papers in PubMed.

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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

8 authors.

Seonhwa LeeDivision of Cancer Prevention, National Cancer Control Institute, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0002-9134-6319
Byungmi KimDivision of Cancer Prevention, National Cancer Control Institute, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0001-8621-9190
Jin Young ChoiNational Hospice Center, National Cancer Control Institute, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0002-2138-3480
So-Jung ParkNational Hospice Center, National Cancer Control Institute, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0002-5444-0250
Jun Ah LeeDepartment of Pediatrics, Center for Pediatric Cancer, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0003-3310-9566
Chung Ho KimDepartment of Preventive Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0009-0004-8508-7084
Bomi ParkDepartment of Preventive Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0001-5834-9975
Bohyun ParkDivision of Cancer Prevention, National Cancer Control Institute, National Cancer Center, Goyang, Korea.ORCID https://orcid.org/0000-0002-8538-9662

Funding

National Cancer Center NCC-2111030-2
6 · The paper itself

Abstract

backgroundChildren, adolescents, and young adults (CAYAs) with severe illnesses require intensive treatment, often relying on medical devices and advanced medical services. Modern medical technology has improved the lifespans of these patients. In addition, CAYAs represent a vulnerable group, resulting in a significant caregiving burden on the entire family. This study examined patterns of medical utilization following diagnosis of a life-limiting condition (LLC).

methodsWe establish a cohort of 176,236 CAYAs who were first diagnosed with an LLC using National Health Insurance data between 2011 and 2013. Patients diagnosed with an LLC within the 3 years preceding this period and those who had died were excluded, and only those receiving care at a general medical hospital were included. In total, 25,410,411 claims for medical expenses, outpatient visits, and lengths of stay for medical utilization over the approximately 10 years up to 2020 were investigated (2.3% inpatients, 97.7% outpatients).

resultsThe average annual medical utilization per LLC patient among CAYAs following initial diagnosis included medical expenses of $1,163, 16.8 outpatient visits, and 18.7 days of admission. Among inpatients, cancer patients averaged $5,340 for total medical expenses and 21.0 days of admission, while non-cancer patients averaged $3,013 and 18.1 days, respectively. The overall average medical expenses during the first year following diagnosis of an LLC were $3,012, whereas for cancer patients they were $5,962. In addition, there was a sharp increase in total medical expenses as death approached, particularly in the last month of life, with a considerable proportion attributable to critical-care treatments.

conclusionOur investigation into medical utilization by CAYAs with an LLC in Korea provides a foundation for healthcare policy development. Timely treatment at each stage and tailored policies that take into account the heterogeneity among diseases are of paramount importance.

Indexed as

Patient Acceptance of Health CareAdolescentAdultChildChild, PreschoolCohort StudiesDatabases, FactualFemaleHospitalizationHumansInfantInfant, NewbornLength of StayMaleNational Health ProgramsNeoplasmsChildren, Adolescents, and Young AdultsCohortLife-Limiting ConditionMedical Utilization

Identifiers

PMID39995257
PMCPMC11858606

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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.