San Beda University College of Medicine, Manila, Philippines.
Ateneo de Manila University School of Medicine and Public Health, Pasig, Philippines.
Western Pac Surveill Response J. 2023 Mar 22;14(1):1-11. doi: 10.5365/wpsar.2023.14.1.984. eCollection 2023 Jan-Mar.
Excess mortality is an indicator of the impact of the coronavirus disease (COVID-19) pandemic. This study aims to describe excess mortality in the Philippines from January 2020 to December 2021 using an online all-cause mortality and excess mortality calculator.
All-cause mortality data sets from 2015 to 2021 from the Philippine Statistics Authority were obtained and analysed using the World Health Organization Western Pacific Regional Office All-Cause Mortality Calculator. Expected mortality, excess mortality and P-scores were obtained using two models, 5-year averages and negative binomial regression, for total deaths and by administrative region.
Reported national all-cause mortality exceeded the expected mortality in August 2020 and from January to November 2021, peaking in September 2021 at 104 per 100 000. Total excess mortality using negative binomial regression was -13 900 deaths in 2020 and 212 000 deaths in 2021, peaking in September 2021. P-scores were -2% in 2020 and 33% in 2021, again peaking in September 2021 at 114%. Reported COVID-19 deaths accounted for 20% of excess deaths in 2021. In 2020, consistently high P-scores were recorded in the National Capital Region from July to September and in the Bangsamoro Autonomous Region in Muslim Mindanao from June to July. In 2021, most regions recorded high P-scores from June to October.
Tracking excess mortality using a robust, accessible and standardized online tool provided a comprehensive assessment of the direct and indirect impacts of the COVID-19 pandemic in the Philippines. Furthermore, analysis by administrative region highlighted the key regions disproportionately affected by the pandemic, information that may not have been fully captured from routine COVID-19 surveillance.
超额死亡率是冠状病毒病(COVID-19)大流行影响的一个指标。本研究旨在使用在线全因死亡率和超额死亡率计算器描述 2020 年 1 月至 2021 年 12 月菲律宾的超额死亡率。
从菲律宾统计局获得 2015 年至 2021 年的全因死亡率数据集,并使用世界卫生组织西太平洋区域办事处全因死亡率计算器进行分析。使用两种模型(5 年平均值和负二项回归),针对总死亡人数和按行政区域获得预期死亡率、超额死亡率和 P 分数。
2020 年 8 月和 2021 年 1 月至 11 月报告的全国全因死亡率超过预期死亡率,2021 年 9 月达到峰值,为每 10 万人 104 人。使用负二项回归的总超额死亡率为 2020 年为-13900 人死亡,2021 年为 212000 人死亡,2021 年 9 月达到峰值。2020 年的 P 分数为-2%,2021 年为 33%,2021 年 9 月再次达到峰值 114%。2021 年报告的 COVID-19 死亡人数占超额死亡人数的 20%。2020 年 7 月至 9 月,国家首都地区和棉兰老穆斯林自治区的 Bangsamoro 自治区域记录的 P 分数一直较高,2021 年 6 月至 7 月,大多数地区的 P 分数较高。
使用可靠、可访问和标准化的在线工具跟踪超额死亡率,全面评估了 COVID-19 大流行对菲律宾的直接和间接影响。此外,按行政区域进行分析突出了受大流行影响不成比例的关键地区,这些信息可能无法从常规 COVID-19 监测中完全捕捉到。