ReviewJournal of lipid and atherosclerosis2022
Understanding and Utilizing Claim Data from the Korean National Health Insurance Service (NHIS) and Health Insurance Review & Assessment (HIRA) Database for Research.
Review in Journal of lipid and atherosclerosis, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 178 papers.
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
178 citing papers in PubMed, 249 citations in OpenAlex.
- Estimated small dense low-density lipoprotein cholesterol and incident myocardial infarction in patients undergoing dialysis: a nationwide cohort study.Annals of medicine · 2026Article
- Comparative Trends in the Treatment of Male Lower Urinary Tract Symptoms in South Korea and the United States of America (USA) Based on Korean National Health Insurance Data.The world journal of men's health · 2026Article
- Incidence of cutaneous lupus erythematosus and systemic progression: A Nationwide study in Korea.Journal of the European Academy of Dermatology and Venereology : JEADV · 2026Article
- Trajectories of progressive pulmonary fibrosis and outcomes in connective tissue disease associated interstitial lung disease (CTD-ILD).Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG · 2026Article
- Cumulative Lifestyle Profiles and Osteoporotic Fracture Risk in Older Women: A Nationwide Korean Cohort Study.Healthcare (Basel, Switzerland) · 2026Article
- Cardiovascular Risk Associated With General and Abdominal Obesity in Young Adults Without Traditional Risk Factors: A Korean Nationwide Cohort Study.Journal of lipid and atherosclerosis · 2026Article
- Statin Initiation and Mortality After Colorectal Cancer Treatment.JAMA network open · 2026Article
- Socioeconomic and Regional Disparities in Long-Term Mortality Among Intensive Care Unit Survivors in South Korea: Nationwide Cohort Study.JMIR public health and surveillance · 2026Article
- Inverse association between metabolic dysfunction-associated steatotic liver disease and incident rheumatoid arthritis in middle-aged adults with chronic hepatitis B.Clinical rheumatology · 2026Article
- Large language models for interpretation of health checkup results.NPJ digital medicine · 2026Article
- Tumor necrosis factor inhibitor prescribing and persistence by specialty in radiographic axial spondyloarthritis: a Korean claims study.The Korean journal of internal medicine · 2026Article
- Did government subsidy program improve quality of care for children with complex chronic conditions in children's hospitals? A quasi-experimental study in South Korea.Clinical and experimental pediatrics · 2026Article
- Latent transition analysis of end-of-life care trajectories among cancer patients in South Korea: a nationwide cohort study.BMC health services research · 2026Article
- Target trial emulation of survival outcomes for clinically localized prostate cancer treatments.Discover oncology · 2026Article
- Procedural Pattern, Clinical Outcomes, and Cost Analysis of Transcatheter Aortic Valve Replacement in Korea.JACC. Asia · 2026Article
- Associations of anxiety disorders, physical activity and open-angle glaucoma: a population-based analysis.Scientific reports · 2026Article
- Evaluating and Refining Claims-Based Algorithms for Pregnancy Outcomes and Gestational Age Estimation in Korea.Journal of Korean medical science · 2026Article
- Long-Term Risk of Parkinson's Disease Following Irritable Bowel Syndrome: A Nationwide Population-Based Cohort Study.Healthcare (Basel, Switzerland) · 2026Article
- Gastrointestinal Surgery Status and the Risks of Ischemic Stroke and Safety Outcomes With Direct Oral Anticoagulants Versus Warfarin in Atrial Fibrillation: A Nationwide Population-Based Cohort Study.Journal of stroke · 2026Article
- Association of Metabolic Dysfunction-Associated Steatotic Liver Disease and Kidney Failure in the CKD Population.Kidney international reports · 2026Article
118 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Almost every Korean (97%) is enrolled in the National Health Insurance program, and most receive medical treatment at least once a year. Data are collected by the Health Insurance Review and Assessment Service (HIRA), and the results of the review are sent to the National Health Insurance Service (NHIS). The data handled by NHIS and HIRA cover almost the entire population and can be used for various research purposes. NHIS and HIRA support research by making these data available to researchers. The greatest advantage of these data is that they are the only data which include virtually the entire population. Both HIRA and NHIS data are provided in the form of sample data and all (customized) data. NHIS and HIRA data are similar but exhibit minor differences. HIRA data consists of five tables, including general specification details, in-hospital treatment details, disease details, out-of-hospital prescription details, and nursing institution information. NHIS data include death records (including cause of death), some medical examination records, and the socio-economic variables of the subject, such as income, in addition to all the HIRA data. Clinical results of treatments are not recorded in NHIS or HIRA. However, because public data are used for billing purposes, actual research has thus far been limited. Therefore, researchers must develop a study design that can minimize the errors or bias occurring during the course of the study. Therefore, it is necessary to clearly understand the structure and characteristics of NHIS and HIRA data when initiating research.
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.