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

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Jun Ho Seo, Myeongjee Lee, Sunghyuk Kang, Se Joo Kim, Inkyung Jung, Jee In Kang
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引用次数: 0

摘要

本研究旨在利用全国队列数据调查COVID-19大流行对精神疾病发病率的影响。利用韩国全国索赔数据库进行了一项回顾性队列研究,涵盖了2017年1月至2021年6月期间新诊断为精神疾病的158940名患者。我们计算了大流行前和大流行期间的发病率比,并采用自回归综合移动平均(ARIMA)模型和中断时间序列分析来评估大流行对发病率的影响。此外,为了确定大流行对观察到的发病率的直接影响,我们通过采用传递函数来使用过渡点的水平变化。与大流行前相比,大流行期间总体和大多数精神疾病的发病率有所上升。然而,发病率的增加是由于以前的趋势,而不是由于大流行的影响。在强迫症的诊断类别中发现了一个明显的例外,其发病率大幅上升,超出了预期,表明直接的大流行影响。该研究强调,尽管COVID-19大流行影响了精神疾病的发病率,但不同疾病的影响差异很大。精神疾病的总体增加与大流行前的趋势一致,但强迫症和与药物有关的疾病除外。强迫症的发病率实际上有所上升,而物质相关疾病的发病率下降可能反映了求医行为的变化。这项研究的发现为公共卫生规划和精神卫生支持系统的发展提供了宝贵的见解,以预测未来的全球卫生危机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Impact of the COVID-19 pandemic on incidence of psychiatric disorders using nationwide cohort data and ARIMA models.

Impact of the COVID-19 pandemic on incidence of psychiatric disorders using nationwide cohort data and ARIMA models.

Impact of the COVID-19 pandemic on incidence of psychiatric disorders using nationwide cohort data and ARIMA models.

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.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
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.
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