ArticleBMC health services research2021
Medical service utilization and out-of-pocket spending among near-poor National Health Insurance members in South Korea.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
34 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Health service utilization and associated factors among fee waiver beneficiaries in Ethiopia: Systematic review and meta-analysis.PloS one · 2025Pooled it
- Exercise modality and subsequent musculoskeletal medical expenditures among middle-aged and older adults: A population-based longitudinal study.Journal of exercise science and fitness · 2026Article
- Cardiovascular preventive role of thiazolidinedione in patients with type 2 diabetes mellitus undergoing percutaneous coronary intervention.Journal of diabetes investigation · 2026Article
- Financial burden of glycemic control: a single-center retrospective study of diabetes costs in South Korean patients.The Korean journal of internal medicine · 2026Article
- Medicines governance and systemic constraints: A qualitative study among healthcare professionals in South Africa.African journal of primary health care & family medicine · 2026Article
- Association Between Changes in Socioeconomic Status Before and After Human Immunodeficiency Virus Infection Diagnosis and Mortality Rates in Korea.Journal of Korean medical science · 2026Article
- Economic Burden of Non-medicinal Poisoning From Healthcare Provider Perspective in 2020: A Prevalence-Based Cost-of-Illness Study in Thailand.International journal of health policy and management · 2026Article
- Out-of-pocket expenditure for cataract surgery in rural China: a cross-sectional survey combined with hospital administrative data.International journal for equity in health · 2025Article
- Association Between Health Insurance Type and Survival Outcomes: Insight Into the Impact of Socioeconomic Disparities in the Postoperative Outcomes of Abdominal Aortic Aneurysm in Korea.Journal of Korean medical science · 2025Article
- Income-related disparities in the value of health care in South Korea.Health affairs scholar · 2025Article
- Out-of-pocket health care spending among patients with acute limb ischemia stratified by income.Journal of vascular surgery · 2025Article
- Providing financial protection in health for low-income populations: a comparison of health financing designs in East Asia.International journal for equity in health · 2025Article
- Utilization of usual source of care and health literacy among older adults with hypertension: a retrospective study.Innovation in aging · 2025Article
- Socioeconomic Status and Vascular Access Patency in Hemodialysis: Analysis of Korean National Health Insurance Service Data from 2008 to 2019.Journal of clinical medicine · 2025Article
- Longitudinal trends in schizophrenia among older adults: a 12-year analysis of prevalence and healthcare utilization in South Korea.Schizophrenia (Heidelberg, Germany) · 2025Article
- A Cost-Minimization Analysis of Teleconsultation Versus In-Person Care for Chronic Diseases and Rehabilitation in Medically Underserved Areas of South Korea.Healthcare (Basel, Switzerland) · 2025Article
- Socioeconomic disparities in depression risk: Limitations of the moderate effect of physical activity changes in Korea.PloS one · 2025Article
- South Korea's healthcare expenditure: a comprehensive study of public and private spending across health conditions, demographics, and payer types (2011-2020).The Lancet regional health. Western Pacific · 2025Article
- Patient characteristics associated with elective shoulder surgery cancellation: focus on socioeconomic factors.Frontiers in public health · 2025Article
- Spatio-temporal patterns and determinants of persistent catastrophic health expenditure in China: evidence from the China Family Panel Studies.Frontiers in public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe public health care system in South Korea is a two-tiered system. The lowest-income population is covered by the Medical Aid program, and the remaining population is covered by the National Health Insurance. The near poor, a relatively low-income population which is excluded from South Korea's Medical Aid program due to exceeding the income threshold, experiences insufficient use of medical services and incurs high out-of-pocket expenses due to a lack of coverage under the country's National Health Insurance (NHI) program. This study aims to examine medical utilization, out-of-pocket spending, and the occurrence of catastrophic health expenditures among the near-poor group compared to both Medical Aid beneficiaries and other (higher income) NHI members.
methodsA cross-sectional study was conducted drawing upon a nationally representative dataset derived from the 2018 Korea Welfare Panel Study. The study classified people into three groups: Medical Aid beneficiaries; the near-poor population below 50 % of the median income threshold but still not qualifying for Medical Aid and thus enrolled in NHI; and NHI members above the threshold of 50 % of the median income. Using a generalized boosted model to estimate the propensity score weights between study groups, this study examined medical utilization, out-of-pocket spending, and the occurrence of catastrophic health expenditure among the study groups.
resultsThe findings suggest that the utilization of medical services was not significantly different among the study groups. However, out-of-pocket spending and the occurrence of catastrophic health expenditure were significantly higher in the near-poor group compared to the other two groups.
conclusionsThe study found that the near-poor group was the most vulnerable among the Korean population because of their higher chance of incurring greater out-of-pocket spending and catastrophic health expenditures than is the case among the Medical Aid beneficiary and above-poverty line groups. Health policy needs to take the vulnerability of this near-poor population into account.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.