在日本COVID-19大流行期间,出生和怀孕人数减少:使用ARIMA模型的时间序列分析。

IF 1.6 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Journal of Obstetrics and Gynaecology Research Pub Date : 2025-01-21 DOI:10.1111/jog.16202
Keiko Yamamoto, Koji Uchiyama, Yoshiko Abe, Nobuko Takaoka, Yasuo Haruyama, Gen Kobashi
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引用次数: 0

摘要

目的:COVID-19大流行对日本出生和怀孕趋势的长期影响尚不清楚。虽然重大体育赛事之后通常会在9个月后出现出生率增加,但日本的第五波新冠肺炎疫情发生在2021年夏季在日本举行的奥运会期间。在这项研究中,我们分析了日本在COVID-19大流行和大规模事件期间出生和怀孕数量的变化。方法:利用2010 ~ 2022年出生证明的月度生命统计数据。我们的分析遵循自回归综合移动平均(ARIMA)模型的识别、估计和预测阶段。我们发现ARIMA(1,12,12)模型足以预测月出生数。结果:将2020年至2022年的实际出生数据与我们的预测进行比较,我们观察到2021年1月至2022年5月,日本所有地区、城市住宅区和13个县(主要是大都市地区)的出生人数显著减少。我们还观察到,2020年5月、2021年5月和2021年10月的妊娠通知有所减少。日本2022年5月的出生率下降与8个月前2021年10月的怀孕通知减少相一致。结论:虽然预计重大体育赛事将在大约9个月后导致出生人数增加,但在2022年5月日本第五波COVID-19大流行期间,出生人数有所减少。这些发现表明,在今后的大流行病中,应监测怀孕和分娩人数,并特别注意生育趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Birth and pregnancy numbers decreased during the COVID-19 pandemic in Japan: A time series analysis with the ARIMA model

Aim

The long-term effects of the COVID-19 pandemic on birth and pregnancy trends in Japan remain unclear. Although major sporting events are usually followed by an increase in births 9 months later, Japan's fifth wave of COVID-19 occurred during the Olympics held in Japan during the summer of 2021. In this study, we analyzed how the number of births and pregnancies changed during the COVID-19 pandemic and large-scale events in Japan.

Methods

We utilized monthly vital statistical data from birth certificates spanning the years 2010 to 2022. Our analysis followed the identification, estimation, and forecasting stages of autoregressive integrated moving average (ARIMA) modeling. We found the ARIMA (1, 12, 12) model to be adequate for forecasting the monthly number of births.

Results

Comparing actual birth data from 2020 to 2022 with our forecast, we observed a significant decrease in births across all of Japan, urban residential areas, and 13 prefectures—primarily metropolitan regions—in January 2021 and May 2022. We also observed a decrease in pregnancy notifications in May 2020, May 2021, and October 2021. The decrease in births in May 2022 in Japan aligns with the decrease in pregnancy notifications 8 months earlier in October 2021.

Conclusions

Although major sporting events are expected to lead to an increase in the number of births approximately 9 months later, the number of births decreased in May 2022 during the fifth wave of the COVID-19 pandemic in Japan. These findings suggest that the number of pregnancies and births should be monitored in future pandemics with particular attention to fertility trends.

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来源期刊
CiteScore
3.10
自引率
0.00%
发文量
376
审稿时长
3-6 weeks
期刊介绍: The Journal of Obstetrics and Gynaecology Research is the official Journal of the Asia and Oceania Federation of Obstetrics and Gynecology and of the Japan Society of Obstetrics and Gynecology, and aims to provide a medium for the publication of articles in the fields of obstetrics and gynecology. The Journal publishes original research articles, case reports, review articles and letters to the editor. The Journal will give publication priority to original research articles over case reports. Accepted papers become the exclusive licence of the Journal. Manuscripts are peer reviewed by at least two referees and/or Associate Editors expert in the field of the submitted paper.
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