Changes in the Global Mortality Rate Over Time in Association with the COVID-19 Pandemic Until 2032

Seyedahmad Seyedalinaghi, Fatemeh Khajeh Akhtaran, Faezeh Abbaspour, E. Mehraeen, O. Dadras
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Abstract

To shed light on the potential trajectories in the global mortality rate, the central question posed is the trajectory of global death rates in the years to comeThis study was an effort to predict the trend of the global mortality rate following the COVID-19 pandemic until 2032 and, based on it, an attempt to contemplate potential solutions available for decision-making and planning. We employed a time series model to predict future mortality rates based on global mortality rate data. Although several forecasting methods exist for time series data, this study utilized the Autoregressive method. This approach facilitatedregression and prediction based on past mortality numbers. To predict mortality rates from 2023 to 2032, we applied an autoregressive model on mortality rate data spanning 1980 to 2022. The predicted global mortality rate in the next 10 years (post-pandemic era) appeared to be higher than the 10 years before COVID-19 (pre-pandemic era). This projection indicates that despite a declining trend in mortality rates since 2023, the mortality rate from 2023 to 2032 exceeds that of the pre-COVID-19 years. We predict that the ongoing COVID-19 outbreak, although transitioning out of a crisis state, will result in an approximate increase in the global mortality rate over the next 10 years. Our results indicate a noteworthy increase in the global mortality rate following the emergence of COVID-19. Furthermore, our findings suggest that the mortality rates will remain high in the future. Further research is necessary to attain more accurate insights into this matter.
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2032 年前 COVID-19 大流行随时间推移造成的全球死亡率变化
本研究试图预测 COVID-19 大流行后至 2032 年的全球死亡率趋势,并在此基础上思考可供决策和规划使用的潜在解决方案。虽然时间序列数据有多种预测方法,但本研究采用了自回归法。这种方法有助于根据过去的死亡率进行回归和预测。为了预测 2023 年至 2032 年的死亡率,我们对 1980 年至 2022 年的死亡率数据采用了自回归模型。预测的未来 10 年(大流行后)全球死亡率似乎高于 COVID-19 之前的 10 年(大流行前)。这一预测表明,尽管自 2023 年以来死亡率呈下降趋势,但 2023 年至 2032 年的死亡率将超过 COVID-19 前的死亡率。我们预测,目前正在爆发的 COVID-19 虽然已经摆脱了危机状态,但仍将在未来 10 年内导致全球死亡率大致上升。此外,我们的研究结果表明,未来的死亡率仍将居高不下。为了更准确地了解这一问题,有必要开展进一步的研究。
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