Lancet. 2018 Nov 10;392(10159):2091-2138. doi: 10.1016/S0140-6736(18)32281-5. Epub 2018 Nov 8.
Efforts to establish the 2015 baseline and monitor early implementation of the UN Sustainable Development Goals (SDGs) highlight both great potential for and threats to improving health by 2030. To fully deliver on the SDG aim of "leaving no one behind", it is increasingly important to examine the health-related SDGs beyond national-level estimates. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2017 (GBD 2017), we measured progress on 41 of 52 health-related SDG indicators and estimated the health-related SDG index for 195 countries and territories for the period 1990-2017, projected indicators to 2030, and analysed global attainment.
We measured progress on 41 health-related SDG indicators from 1990 to 2017, an increase of four indicators since GBD 2016 (new indicators were health worker density, sexual violence by non-intimate partners, population census status, and prevalence of physical and sexual violence [reported separately]). We also improved the measurement of several previously reported indicators. We constructed national-level estimates and, for a subset of health-related SDGs, examined indicator-level differences by sex and Socio-demographic Index (SDI) quintile. We also did subnational assessments of performance for selected countries. To construct the health-related SDG index, we transformed the value for each indicator on a scale of 0-100, with 0 as the 2·5th percentile and 100 as the 97·5th percentile of 1000 draws calculated from 1990 to 2030, and took the geometric mean of the scaled indicators by target. To generate projections through 2030, we used a forecasting framework that drew estimates from the broader GBD study and used weighted averages of indicator-specific and country-specific annualised rates of change from 1990 to 2017 to inform future estimates. We assessed attainment of indicators with defined targets in two ways: first, using mean values projected for 2030, and then using the probability of attainment in 2030 calculated from 1000 draws. We also did a global attainment analysis of the feasibility of attaining SDG targets on the basis of past trends. Using 2015 global averages of indicators with defined SDG targets, we calculated the global annualised rates of change required from 2015 to 2030 to meet these targets, and then identified in what percentiles the required global annualised rates of change fell in the distribution of country-level rates of change from 1990 to 2015. We took the mean of these global percentile values across indicators and applied the past rate of change at this mean global percentile to all health-related SDG indicators, irrespective of target definition, to estimate the equivalent 2030 global average value and percentage change from 2015 to 2030 for each indicator.
The global median health-related SDG index in 2017 was 59·4 (IQR 35·4-67·3), ranging from a low of 11·6 (95% uncertainty interval 9·6-14·0) to a high of 84·9 (83·1-86·7). SDG index values in countries assessed at the subnational level varied substantially, particularly in China and India, although scores in Japan and the UK were more homogeneous. Indicators also varied by SDI quintile and sex, with males having worse outcomes than females for non-communicable disease (NCD) mortality, alcohol use, and smoking, among others. Most countries were projected to have a higher health-related SDG index in 2030 than in 2017, while country-level probabilities of attainment by 2030 varied widely by indicator. Under-5 mortality, neonatal mortality, maternal mortality ratio, and malaria indicators had the most countries with at least 95% probability of target attainment. Other indicators, including NCD mortality and suicide mortality, had no countries projected to meet corresponding SDG targets on the basis of projected mean values for 2030 but showed some probability of attainment by 2030. For some indicators, including child malnutrition, several infectious diseases, and most violence measures, the annualised rates of change required to meet SDG targets far exceeded the pace of progress achieved by any country in the recent past. We found that applying the mean global annualised rate of change to indicators without defined targets would equate to about 19% and 22% reductions in global smoking and alcohol consumption, respectively; a 47% decline in adolescent birth rates; and a more than 85% increase in health worker density per 1000 population by 2030.
The GBD study offers a unique, robust platform for monitoring the health-related SDGs across demographic and geographic dimensions. Our findings underscore the importance of increased collection and analysis of disaggregated data and highlight where more deliberate design or targeting of interventions could accelerate progress in attaining the SDGs. Current projections show that many health-related SDG indicators, NCDs, NCD-related risks, and violence-related indicators will require a concerted shift away from what might have driven past gains-curative interventions in the case of NCDs-towards multisectoral, prevention-oriented policy action and investments to achieve SDG aims. Notably, several targets, if they are to be met by 2030, demand a pace of progress that no country has achieved in the recent past. The future is fundamentally uncertain, and no model can fully predict what breakthroughs or events might alter the course of the SDGs. What is clear is that our actions-or inaction-today will ultimately dictate how close the world, collectively, can get to leaving no one behind by 2030.
Bill & Melinda Gates Foundation.
为了建立 2015 年的基准线并监测联合国可持续发展目标(SDG)的早期实施情况,这突显了到 2030 年改善健康状况的巨大潜力和威胁。为了充分实现“不让任何人掉队”的 SDG 目标,越来越有必要超越国家层面的估计来检查与健康相关的 SDG 指标。作为全球疾病、伤害和风险因素研究 2017 年(GBD 2017)的一部分,我们测量了 52 个与健康相关的 SDG 指标中的 41 个指标的进展情况,并为 195 个国家和地区估计了 1990-2017 年与健康相关的 SDG 指数,预测了 2030 年的指标,并分析了全球实现情况。
我们从 1990 年到 2017 年测量了 41 个与健康相关的 SDG 指标,比 GBD 2016 增加了 4 个指标(新指标是卫生工作者密度、非亲密伴侣的性暴力、人口普查状况和身体和性暴力的流行率[分别报告])。我们还改进了几个先前报告指标的测量方法。我们构建了国家层面的估计数,并对部分与健康相关的 SDG 指标,按性别和社会人口指数(SDI)五分位数进行了指标层面的差异分析。我们还对选定国家进行了次国家评估。为了构建与健康相关的 SDG 指数,我们将每个指标的值转换为 0-100 的比例,其中 0 为从 1990 年到 2030 年计算的 1000 次抽取的第 2.5 百分位数,100 为第 97.5 百分位数,目标采用目标的比例对缩放指标进行平均。为了到 2030 年进行预测,我们使用了一个预测框架,从更广泛的 GBD 研究中提取估计数,并使用从 1990 年到 2017 年的指标特定和国家特定的年化变化的加权平均值来为未来的估计数提供信息。我们通过两种方式评估具有明确目标的指标的实现情况:首先,使用为 2030 年预测的平均值,然后使用从 1000 次抽取中计算的 2030 年的实现概率。我们还根据过去的趋势对实现 SDG 目标的可行性进行了全球实现情况分析。使用 2015 年具有明确 SDG 目标的指标的全球平均值,我们计算了从 2015 年到 2030 年实现这些目标所需的全球年化变化率,然后确定了从 1990 年到 2015 年国家层面的变化率分布中,所需的全球年化变化率所处的百分位。我们对这些与健康相关的 SDG 指标的所有指标进行了这些全球百分位值的平均值的计算,并将过去的平均值应用于所有与健康相关的 SDG 指标,无论目标定义如何,以估计每个指标从 2015 年到 2030 年的等效全球平均值和百分比变化。
2017 年全球与健康相关的 SDG 指数中位数为 59.4(IQR 35.4-67.3),范围从低的 11.6(95%不确定性区间 9.6-14.0)到高的 84.9(83.1-86.7)。在评估的次国家层面上,各国的 SDG 指数值差异很大,特别是在中国和印度,尽管日本和英国的得分更为均匀。指标还按 SDI 五分位数和性别差异很大,与女性相比,非传染性疾病(NCD)死亡率、酒精使用和吸烟等方面的男性结果更差。与 2017 年相比,大多数国家在 2030 年的与健康相关的 SDG 指数都有所提高,而各国到 2030 年的实现目标的概率差异很大。在预测的 2030 年,与 5 岁以下儿童死亡率、新生儿死亡率、孕产妇死亡率和疟疾指标相关的国家有至少 95%的可能性达到目标。其他指标,包括非传染性疾病死亡率和自杀死亡率,没有国家预计能够根据 2030 年的预测平均值达到相应的 SDG 目标,但在 2030 年有一定的实现概率。对于一些指标,包括儿童营养不良、一些传染病和大多数暴力措施,实现 SDG 目标所需的年化变化率远远超过任何国家在最近过去取得的进展速度。我们发现,将平均值应用于没有明确目标的指标,将相当于全球吸烟和饮酒量分别减少约 19%和 22%;青少年生育率下降 47%;每 1000 人口的卫生工作者密度增加 85%以上。
GBD 研究为监测人口和地理维度的与健康相关的 SDG 提供了一个独特、强大的平台。我们的研究结果强调了增加对人口数据和地理数据的收集和分析的重要性,并强调了在哪些方面更有针对性的设计或干预措施可能会加速实现 SDG 目标。目前的预测显示,许多与健康相关的 SDG 指标、NCD 及其相关风险和暴力相关指标将需要从过去推动 NCD 相关收益的治疗干预措施转向多部门、预防为导向的政策行动和投资,以实现 SDG 目标。值得注意的是,一些目标,如果要在 2030 年实现,将需要一个各国在最近过去都没有实现的步伐。未来是完全不确定的,没有任何模型能够完全预测未来的突破或事件可能会改变 SDG 的走向。显而易见的是,我们今天的行动或不作为将最终决定世界在 2030 年之前能在多大程度上让每个人都能参与其中。