Nepal Health Sector Programme 3 / Monitoring, Evaluation and Operational Research, Abt Associates, Kathmandu, Nepal.
Graduate School for International Development and Cooperation, Hiroshima University, Hiroshima, Japan.
PLoS One. 2020 Dec 3;15(12):e0243055. doi: 10.1371/journal.pone.0243055. eCollection 2020.
Between 1990 and 2017, Nepal experienced a shift in the burden of disease from communicable, maternal, neonatal and nutritional (CMNN) diseases to non-communicable diseases (NCDs). With an increasing ageing population and life-style changes including tobacco use, harmful alcohol consumption, unhealthy diets, and insufficient physical activity, the proportion of total deaths from NCDs will continue to increase. An analysis of current diseases pattern and projections of the trends informs planning of health interventions. This analysis aims to project the mortality and risk factor of disease until 2040, based on past trends.
This study uses secondary data from the Global Burden of Disease (GBD) Study which analyses historic data from 1990 to 2016 to predict key variables such as, the mortality rates, life expectancy and Years of Life Lost for different causes of death from 2017 to 2040. 'GBD Foresight Visualization', a visualisation tool publicly available in the webpage of Institute for Health Metrics and Evaluation was the source of data for this analysis. GBD forecasting uses three-component modelling process: the first component captures variations due to risk factors and interventions, the second takes into consideration the variation due to measures of development quantified as social development index and the third uses an autoregressive integrated moving average model to capture the unexplained component correlated over time. We extracted Nepal specific data from it and reported number of deaths, mortality rates (per 100,000 population) as well as causes of death for the period 1990 to 2040.
In 1990, CMNN diseases were responsible for approximately two-thirds (63.6%) of total deaths in Nepal. The proportion of the deaths from the CMNN diseases has reduced to 26.8% in 2015 and is estimated to be about a fifth of the 1990 figure (12.47%) in 2040. Conversely, deaths from NCDs reflect an upward trend. NCDs claimed a third of total deaths (29.91%) in the country in 1990, while in 2015, were responsible for about two-thirds of the total deaths (63.31%). In 2040, it is predicted that NCDs will contribute to over two-thirds (78.64%) of total deaths in the country. Less than a tenth (6.49%) of the total deaths in Nepal in 1990 were associated with injuries which increased to 13.04% in 2015 but is projected to decrease to 8.89% in 2040. In 1990, metabolic risk factors including high systolic blood pressure, high total cholesterol, high fasting plasma glucose, high body mass index and impaired kidney functions collectively contributed to a tenth of the total deaths (10.38%) in Nepal, whereas, in 2040 more than a third (37.31%) of the total deaths in the country could be attributed to it.
A reverse of the situation in 1990, NCDs are predicted to be the leading cause of deaths and metabolic risk factors are predicted to contribute to the highest proportion of deaths in 2040. NCDs could demand a major share of resources within the health sector requiring extensive multi-sectoral prevention measures, re-allocation of resources and re-organisation of the health system to cater for long-term care.
1990 年至 2017 年间,尼泊尔的疾病负担从传染病、孕产妇、新生儿和营养疾病(CMNN)转向非传染性疾病(NCD)。随着人口老龄化和生活方式的改变,包括烟草使用、有害酒精消费、不健康饮食和缺乏身体活动,NCD 导致的总死亡人数比例将继续增加。分析当前疾病模式和预测趋势可以为卫生干预措施的规划提供信息。本分析旨在根据过去的趋势,预测到 2040 年的死亡率和疾病风险因素。
本研究使用全球疾病负担(GBD)研究的二次数据,该研究分析了 1990 年至 2016 年的历史数据,以预测 2017 年至 2040 年不同死亡原因的死亡率、预期寿命和生命损失年等关键变量。“GBD 展望可视化”是一个可在卫生计量与评估研究所网页上公开获取的可视化工具,是本分析的数据来源。GBD 预测使用三组件建模过程:第一组件捕捉风险因素和干预措施变化,第二组件考虑由社会发展指数量化的发展措施变化,第三组件使用自回归综合移动平均模型捕捉随时间相关的未解释部分变化。我们从中提取了尼泊尔的具体数据,并报告了 1990 年至 2040 年期间的死亡人数、死亡率(每 10 万人)以及死亡原因。
1990 年,CMNN 疾病约占尼泊尔总死亡人数的三分之二(63.6%)。CMNN 疾病导致的死亡比例在 2015 年已降至 26.8%,预计到 2040 年将降至 1990 年的五分之一(12.47%)。相反,NCD 导致的死亡人数呈上升趋势。1990 年,NCD 导致该国三分之一(29.91%)的总死亡人数,而在 2015 年,约占总死亡人数的三分之二(63.31%)。预计到 2040 年,NCD 将导致该国超过三分之二(78.64%)的总死亡人数。尼泊尔 1990 年总死亡人数中不到十分之一(6.49%)与伤害有关,这一比例在 2015 年增加到 13.04%,但预计到 2040 年将下降到 8.89%。1990 年,代谢风险因素(包括收缩压升高、总胆固醇升高、空腹血糖升高、体重指数升高和肾功能受损)共同导致尼泊尔总死亡人数的十分之一(10.38%),而到 2040 年,该国三分之一以上(37.31%)的总死亡人数可能归因于这些因素。
与 1990 年的情况相反,预计 NCD 将成为导致死亡的主要原因,代谢风险因素预计将导致 2040 年死亡人数比例最高。NCD 可能需要在卫生部门中占据主要资源份额,这需要广泛的多部门预防措施、资源重新分配和卫生系统重新组织,以满足长期护理的需求。