School of Global Public Health, New York University, New York, New York, United States of America.
New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
PLoS Med. 2022 Aug 16;19(8):e1004060. doi: 10.1371/journal.pmed.1004060. eCollection 2022 Aug.
Several studies have indicated that universal health coverage (UHC) improves health service utilization and outcomes in countries. These studies, however, have primarily assessed UHC's peacetime impact, limiting our understanding of UHC's potential protective effects during public health crises such as the Coronavirus Disease 2019 (COVID-19) pandemic. We empirically explored whether countries' progress toward UHC is associated with differential COVID-19 impacts on childhood immunization coverage.
Using a quasi-experimental difference-in-difference (DiD) methodology, we quantified the relationship between UHC and childhood immunization coverage before and during the COVID-19 pandemic. The analysis considered 195 World Health Organization (WHO) member states and their ability to provision 12 out of 14 childhood vaccines between 2010 and 2020 as an outcome. We used the 2019 UHC Service Coverage Index (UHC SCI) to divide countries into a "high UHC index" group (UHC SCI ≥80) and the rest. All analyses included potential confounders including the calendar year, countries' income group per the World Bank classification, countries' geographical region as defined by WHO, and countries' preparedness for an epidemic/pandemic as represented by the Global Health Security Index 2019. For robustness, we replicated the analysis using a lower cutoff value of 50 for the UHC index. A total of 20,230 country-year observations were included in the study. The DiD estimators indicated that countries with a high UHC index (UHC SCI ≥80, n = 35) had a 2.70% smaller reduction in childhood immunization coverage during the pandemic year of 2020 as compared to the countries with UHC index less than 80 (DiD coefficient 2.70; 95% CI: 0.75, 4.65; p-value = 0.007). This relationship, however, became statistically nonsignificant at the lower cutoff value of UHC SCI <50 (n = 60). The study's primary limitation was scarce data availability, which restricted our ability to account for confounders and to test our hypothesis for other relevant outcomes.
We observed that countries with greater progress toward UHC were associated with significantly smaller declines in childhood immunization coverage during the pandemic. This identified association may potentially provide support for the importance of UHC in building health system resilience. Our findings strongly suggest that policymakers should continue to advocate for achieving UHC in coming years.
多项研究表明,全民健康覆盖(UHC)可改善国家的卫生服务利用和结果。然而,这些研究主要评估了 UHC 在和平时期的影响,限制了我们对 UHC 在 2019 年冠状病毒病(COVID-19)大流行等公共卫生危机期间潜在保护作用的理解。我们通过实证研究探讨了各国在 UHC 方面的进展是否与 COVID-19 对儿童免疫接种覆盖率的不同影响有关。
我们使用准实验性差异中的差异(DiD)方法,量化了 UHC 与 COVID-19 大流行前和大流行期间儿童免疫接种覆盖率之间的关系。分析考虑了 195 个世界卫生组织(WHO)成员国及其在 2010 年至 2020 年期间提供 14 种儿童疫苗中的 12 种的能力作为结果。我们使用 2019 年 UHC 服务覆盖指数(UHC SCI)将国家分为“高 UHC 指数”组(UHC SCI≥80)和其余组。所有分析均包括潜在的混杂因素,包括日历年份、世界银行分类的国家收入组、世卫组织定义的国家地理位置以及以 2019 年全球卫生安全指数表示的国家对流行病/大流行的准备情况。为了稳健性,我们使用 UHC 指数的 50 作为较低的截定点值复制了分析。共有 20,230 个国家/年观测值纳入研究。DiD 估计值表明,高 UHC 指数(UHC SCI≥80,n=35)的国家在 2020 年大流行年的儿童免疫接种覆盖率下降幅度比 UHC 指数低于 80 的国家小 2.70%(差值系数 2.70%;95%CI:0.75%,4.65%;p 值=0.007)。然而,当 UHC SCI<50 的截定点值较低时,这种关系在统计学上变得无意义(n=60)。该研究的主要局限性是数据稀缺,这限制了我们对混杂因素进行考虑和对其他相关结果进行假设检验的能力。
我们观察到,在 UHC 方面取得更大进展的国家,其在大流行期间儿童免疫接种覆盖率的下降幅度显著较小。这种确定的关联可能为 UHC 在建立卫生系统弹性方面的重要性提供支持。我们的研究结果强烈表明,政策制定者应在未来几年继续倡导实现 UHC。