Jun Ho Seo, Myeongjee Lee, Sunghyuk Kang, Se Joo Kim, Inkyung Jung, Jee In Kang
{"title":"基于全国队列数据和ARIMA模型的COVID-19大流行对精神疾病发病率的影响","authors":"Jun Ho Seo, Myeongjee Lee, Sunghyuk Kang, Se Joo Kim, Inkyung Jung, Jee In Kang","doi":"10.1038/s41598-025-12479-5","DOIUrl":null,"url":null,"abstract":"<p><p>The present study aimed to investigate the impact of the COVID-19 pandemic on the incidence rates of psychiatric disorders using nationwide cohort data. A retrospective cohort study was conducted using South Korea's nationwide claims database, covering 1,598,540 patients with new psychiatric diagnoses from January 2017 to June 2021. We calculated incidence rate ratios pre- and during-pandemic and employed the autoregressive integrated moving average (ARIMA) model and interrupted time-series analysis to assess pandemic effects on incidence. Additionally, to determine the immediate impact of the pandemic on the observed incidence rates, we used level changes at the transition point by adopting a transfer function. The incidence rates for overall and most psychiatric disorders during the pandemic increased compared to the pre-pandemic period. However, the increases in incidence rates were due to the previous trend rather than the pandemic's impact. A notable exception was found in the diagnostic category of obsessive-compulsive disorders, which experienced a significant surge in incidence rates beyond what was predicted, indicating a direct pandemic impact. The study underscores that while the COVID-19 pandemic has influenced the incidence rates of psychiatric disorders, the effects vary significantly by disorder. The overall increase in psychiatric disorders aligns with pre-pandemic trends, except for obsessive-compulsive and substance-related disorders. Obsessive-compulsive disorders saw an actual increase in incidence rates, whereas substance-related disorders' decrease could reflect changes in healthcare-seeking behavior. The findings of this study provide valuable insights for public health planning and the development of mental health support systems in anticipation of future global health crises.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"27478"},"PeriodicalIF":3.9000,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12304157/pdf/","citationCount":"0","resultStr":"{\"title\":\"Impact of the COVID-19 pandemic on incidence of psychiatric disorders using nationwide cohort data and ARIMA models.\",\"authors\":\"Jun Ho Seo, Myeongjee Lee, Sunghyuk Kang, Se Joo Kim, Inkyung Jung, Jee In Kang\",\"doi\":\"10.1038/s41598-025-12479-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The present study aimed to investigate the impact of the COVID-19 pandemic on the incidence rates of psychiatric disorders using nationwide cohort data. A retrospective cohort study was conducted using South Korea's nationwide claims database, covering 1,598,540 patients with new psychiatric diagnoses from January 2017 to June 2021. We calculated incidence rate ratios pre- and during-pandemic and employed the autoregressive integrated moving average (ARIMA) model and interrupted time-series analysis to assess pandemic effects on incidence. Additionally, to determine the immediate impact of the pandemic on the observed incidence rates, we used level changes at the transition point by adopting a transfer function. The incidence rates for overall and most psychiatric disorders during the pandemic increased compared to the pre-pandemic period. However, the increases in incidence rates were due to the previous trend rather than the pandemic's impact. A notable exception was found in the diagnostic category of obsessive-compulsive disorders, which experienced a significant surge in incidence rates beyond what was predicted, indicating a direct pandemic impact. The study underscores that while the COVID-19 pandemic has influenced the incidence rates of psychiatric disorders, the effects vary significantly by disorder. The overall increase in psychiatric disorders aligns with pre-pandemic trends, except for obsessive-compulsive and substance-related disorders. Obsessive-compulsive disorders saw an actual increase in incidence rates, whereas substance-related disorders' decrease could reflect changes in healthcare-seeking behavior. The findings of this study provide valuable insights for public health planning and the development of mental health support systems in anticipation of future global health crises.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"27478\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-07-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12304157/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-12479-5\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-12479-5","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
Impact of the COVID-19 pandemic on incidence of psychiatric disorders using nationwide cohort data and ARIMA models.
The present study aimed to investigate the impact of the COVID-19 pandemic on the incidence rates of psychiatric disorders using nationwide cohort data. A retrospective cohort study was conducted using South Korea's nationwide claims database, covering 1,598,540 patients with new psychiatric diagnoses from January 2017 to June 2021. We calculated incidence rate ratios pre- and during-pandemic and employed the autoregressive integrated moving average (ARIMA) model and interrupted time-series analysis to assess pandemic effects on incidence. Additionally, to determine the immediate impact of the pandemic on the observed incidence rates, we used level changes at the transition point by adopting a transfer function. The incidence rates for overall and most psychiatric disorders during the pandemic increased compared to the pre-pandemic period. However, the increases in incidence rates were due to the previous trend rather than the pandemic's impact. A notable exception was found in the diagnostic category of obsessive-compulsive disorders, which experienced a significant surge in incidence rates beyond what was predicted, indicating a direct pandemic impact. The study underscores that while the COVID-19 pandemic has influenced the incidence rates of psychiatric disorders, the effects vary significantly by disorder. The overall increase in psychiatric disorders aligns with pre-pandemic trends, except for obsessive-compulsive and substance-related disorders. Obsessive-compulsive disorders saw an actual increase in incidence rates, whereas substance-related disorders' decrease could reflect changes in healthcare-seeking behavior. The findings of this study provide valuable insights for public health planning and the development of mental health support systems in anticipation of future global health crises.
期刊介绍:
We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections.
Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021).
•Engineering
Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live.
•Physical sciences
Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics.
•Earth and environmental sciences
Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems.
•Biological sciences
Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants.
•Health sciences
The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.