ArticleThe Lancet regional health. Western Pacific2023
The road to recovery: impact of COVID-19 on healthcare utilization in South Korea in 2016-2022 using an interrupted time-series analysis.
Article in The Lancet regional health. Western Pacific, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
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Who cites it
43 citing papers in PubMed, 30 citations in OpenAlex.
- Trend analysis and Bayesian projection of childhood life-limiting conditions in Korea: insights into incidence and mortality.BMJ paediatrics open · 2026Observational
- Health service utilization by people with psychosis during Peru's mental health reform and the COVID-19 pandemic: a population-based study.Lancet regional health. Americas · 2026Article
- Article
- Temporal Association Between COVID-19 Vaccination and HBsAg Loss in Chronic Hepatitis B Infection: An Interrupted Time Series Analysis.Alimentary pharmacology & therapeutics · 2026Article
- Condition-Specific Healthcare Expenditures for Treated Knee Injuries and Shoulder Disorders in the Post-Pandemic United States.Healthcare (Basel, Switzerland) · 2026Article
- Changes in usual source of care utilization during the COVID-19 pandemic: a comparative analysis by chronic disease status.BMC health services research · 2026Article
- Utilization of glycated hemoglobin testing in the Korean health check-up population from local clinics and hospitals and its impact on diabetes and prediabetes classification.BMC endocrine disorders · 2026Article
- The toll of tobacco: smoking-attributable health spending in South Korea, 2014-2024. National claims evidence for cost recovery.The Lancet regional health. Western Pacific · 2026Article
- Delayed at the Door: Impact of Pandemic Response Policies on Emergency and Critical Care in Korea: An Interrupted Time-Series Analysis.Journal of Korean medical science · 2026Article
- Policy stringency during the COVID-19 pandemic and healthcare services utilization in China: An interrupted time-series analysis.PLoS medicine · 2026Article
- Article
- Health system development and utilisation in Kuwait, 2011-2022: insights from national healthcare data.Frontiers in health services · 2026Article
- Observational
- Excess mortality and healthcare costs during the COVID-19 pandemic among patients with ten major chronic diseases in South korea: a nationwide analysis.BMC infectious diseases · 2025Observational
- Association of Unmet Healthcare Needs With Depressive Symptoms and COVID-19 Pandemic-Related Factors Among Adults, 2009-2022: A Nationwide Study in Korea.Journal of Korean medical science · 2025Article
- Predictive model of public health impact of herpes zoster vaccination and related costs for adults aged ≥50 years in Republic of Korea.Human vaccines & immunotherapeutics · 2025Article
- Nationwide Trends in Healthcare Utilization and Expenditures Among Patients with Cervical Dystonia in Korea: A 7-Year Analysis Using Health Insurance Data.Healthcare (Basel, Switzerland) · 2025Article
- Preliminary reports of lung cancer screening with low-dose computed tomography: a nationwide performance on the Korean population in 2019-2020.European radiology · 2025Article
- Does Global Budget promote the construction of integrated healthcare delivery system? Evidence from Sanming, China.BMC public health · 2025Article
- Impact of household food insecurity on the use of maternal health services in the Savanes region, Togo: a qualitative study.BMC public health · 2025Article
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Authors and funding
7 authors at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The COVID-19 pandemic substantially disrupted healthcare utilization patterns, globally. South Korea had been praised widely in its efforts to contain the spread of the pandemic, which may have contributed to a significantly smaller reduction in healthcare utilization compared to neighboring countries. However, it remains unknown how the COVID-19 pandemic impacted utilization patterns across population sub-groups, particularly vulnerable patient groups in South Korea. This paper quantifies the changes in healthcare utilization attributable to COVID-19 and the COVID-19 vaccination by sub-groups. Methods: An interrupted time series analysis was conducted to examine the impact of COVID-19 on healthcare utilization in South Korea from January 2016 to December 2022 using aggregated patient-level data from the national health insurance system that accounts for 99% of all healthcare services in South Korea. We applied negative binomial models adjusting for seasonality and serial correlation. Falsification tests were conducted to test the validity of breakpoints. Stratified analyses by type of healthcare services, age, sex, income level, health facility type, and avoidable/non-avoidable hospitalizations was performed, and we assessed differences in utilization trends between population groups across three phases of the pandemic. Findings: In early 2020, the COVID-19 pandemic caused a reduction in monthly volume of outpatient utilization by 15.7% [95% CI 13.3%-18.1%, p < 0.001] and inpatient utilization by 11.6% [10.1%-13.0%, p < 0.001]. Most utilization recovered and rebounded to pre-COVID-19 levels as of December 2022 although variations existed. We observed heterogeneity in the magnitude of relative changes in utilization across types of services, varying from a 42.7% [36.8%-48.0%, p < 0.001] decrease for pediatrics, a 23.4% [20.1%-26.5%%, p < 0.001] reduction in utilization of public health centers, and a 24.2% [21.2%-27.0%, p < 0.001] reduction in avoidable hospitalizations compared to the pre-pandemic period. Contrary to global trends, health utilization among the elderly population (65 and older) in South Korea saw only marginal reductions compared to other age groups. Similarly, Medicaid patients and lower income groups experienced a smaller reduction compared to higher income groups. Interpretation: The impact of the COVID-19 pandemic on healthcare utilization in South Korea was less pronounced compared to the global average. Utilization of vulnerable populations, including adults over 65 years old and lowest-income groups reduced less than other type of patients. Funding: No funding.
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