Satria Fauzi Budi, Tsai Feng-Jen
Philosophy Doctor in Medicine Program, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia.
Department of Community Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia.
Global Health. 2025 Apr 15;21(1):19. doi: 10.1186/s12992-025-01111-w.
This study analyses the relationship between SPAR and the COVID-19 resilience score (CRS) in 80 countries in 2021 to achieve its objective.
We adopted the concept of Bloomberg's COVID Resilience Ranking to form the CRS, which encompasses three indicators: Reopening Status, COVID Status, and Quality of Life. The average scores of 13 SPAR capacities focused on infectious disease control in 2021 were calculated. Paired t-tests were applied to evaluate the significance of monthly changes in countries' CRSs. Then, we conducted univariate and multivariate linear regressions to examine the relationship between the SPAR and CRS scores and each CRS indicator.
The CRS in 80 countries fluctuated throughout 2021. Linear regression revealed a significant relationship between countries' SPAR scores and CRS (B = 0.03, 95% CI = 0.001, 0.06). Among the CRS indicators, the SPAR was significantly associated with only the Quality of Life indicator (B = 0.01, 95% CI = 0.002, 1.52) and not the Reopening Status and COVID Status indicators. An increase in SPAR score, along with an increase in Governmental Effectiveness, was associated with increased CRS (Adjusted R = 0.52, p < 0.05). Moreover, an increase in countries' SPAR scores was significantly linked to an improvement in people's Quality of Life (Adjusted R = 0.37, p < 0.05).
The significant relationship between the SPAR and COVID Resilience Scores, particularly the Quality of Life indicator indicates that the lack of accuracy in the ability of the SPAR score to predict COVID-19 control outcomes is attributed to the reliance of the measurement solely on the disease perspective and the limited inclusion of social aspects in the SPAR capacity assessments.
Not Applicable.
本研究分析了2021年80个国家中标准化公共卫生应对能力(SPAR)与新冠疫情恢复力评分(CRS)之间的关系,以实现其研究目的。
我们采用彭博社新冠疫情恢复力排名的概念来形成CRS,该评分包含三个指标:重新开放状态、新冠疫情状况和生活质量。计算了2021年专注于传染病控制的13项SPAR能力的平均得分。应用配对t检验来评估各国CRS月度变化的显著性。然后,我们进行了单变量和多变量线性回归,以检验SPAR与CRS评分以及每个CRS指标之间的关系。
2021年80个国家的CRS波动较大。线性回归显示各国的SPAR评分与CRS之间存在显著关系(B = 0.03,95%置信区间 = 0.001,0.06)。在CRS指标中,SPAR仅与生活质量指标显著相关(B = 0.01,95%置信区间 = 0.002,1.52),与重新开放状态和新冠疫情状况指标无关。SPAR评分的增加以及政府效能的提高与CRS的增加相关(调整后R = 0.52,p < 0.05)。此外,各国SPAR评分的增加与人们生活质量的改善显著相关(调整后R = 0.37,p < 0.05)。
SPAR与新冠疫情恢复力评分之间的显著关系,特别是与生活质量指标的关系表明,SPAR评分预测新冠疫情控制结果的能力缺乏准确性,这归因于该测量仅从疾病角度出发,且在SPAR能力评估中对社会方面的纳入有限。
不适用。