School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.
BMC Med. 2024 Nov 21;22(1):549. doi: 10.1186/s12916-024-03772-7.
Estimating the economic burden of modifiable risk factors is crucial for allocating scarce healthcare resources to improve population health. We quantified the economic burden attributable to modifiable risk factors in an urban area of China.
Our Shanghai Municipal Health Commission dataset covered 2.2 million inpatient admissions for adults (age ≥ 20) in public and private hospitals in 2015 (1,327,187 admissions) and 2020 (837,482 admissions). We used a prevalence-based cost-of-illness approach by applying population attributable fraction (PAF) estimates for each modifiable risk factor from the Global Burden of Diseases Study (GBD) to estimate attributable costs. We adopted a societal perspective for cost estimates, comprising direct healthcare costs and productivity losses from absenteeism and premature mortality. Future costs were discounted at 3% and adjusted to 2020 prices.
In 2020, the total societal cost attributable to modifiable risk factors in Shanghai was US$7.9 billion (95% uncertainty interval [UI]: 4.6-12.4b), mostly from productivity losses (67.9%). Two health conditions constituted most of the attributable societal cost: cancer (51.6% [30.2-60.2]) and cardiovascular disease (31.2% [24.6-50.7]). Three modifiable risk factors accounted for half of the total attributable societal cost: tobacco (23.7% [16.4-30.5]), alcohol (13.3% [8.2-19.7]), and dietary risks (12.2% [7.5-17.7]). The economic burden varied by age and sex; most of the societal costs were from males (77.7%), primarily driven by their tobacco and alcohol use. The largest contributor to societal costs was alcohol for age 20-44, and tobacco for age 45 + . Despite the COVID-19 pandemic, the pattern of major modifiable risk factors remained stable from 2015 to 2020 albeit with notable increases in attributable healthcare costs from cancers and productivity losses from cardiovascular diseases.
The substantial economic burden of diseases attributable to modifiable risk factors necessitates targeted policy interventions. Priority areas are reducing tobacco and alcohol consumption and improving dietary habits that together constitute half of the total attributable costs. Tailored interventions targeting specific age and sex groups are crucial; namely tobacco in middle-aged/older males and alcohol in younger males.
评估可改变风险因素的经济负担对于分配有限的医疗资源以改善人口健康状况至关重要。我们量化了中国一个城市中可改变风险因素造成的经济负担。
我们的上海市卫生委员会数据集涵盖了 2015 年(1327187 例住院治疗)和 2020 年(837482 例住院治疗)公共和私立医院中 200 岁及以上成年人的 220 万例住院患者。我们采用基于患病率的疾病成本方法,应用全球疾病负担研究(GBD)中每个可改变风险因素的人群归因分数(PAF)估计值来估计归因成本。我们从社会角度进行成本估算,包括直接医疗成本和因旷工和过早死亡导致的生产力损失。未来成本以 3%贴现,并调整为 2020 年的价格。
2020 年,上海可改变风险因素造成的总社会成本为 79 亿美元(95%不确定性区间[UI]:46-124 亿美元),主要来自生产力损失(67.9%)。两种健康状况构成了归因于社会的大部分成本:癌症(51.6%[30.2-60.2])和心血管疾病(31.2%[24.6-50.7])。三个可改变的风险因素占总归因于社会的成本的一半:烟草(23.7%[16.4-30.5])、酒精(13.3%[8.2-19.7])和饮食风险(12.2%[7.5-17.7])。经济负担因年龄和性别而异;男性(77.7%)占社会成本的大部分,主要归因于他们吸烟和饮酒。20-44 岁人群的社会成本最大贡献者是酒精,45 岁及以上人群是烟草。尽管发生了 COVID-19 大流行,但从 2015 年到 2020 年,主要可改变风险因素的模式保持稳定,尽管癌症归因的医疗保健费用和心血管疾病导致的生产力损失显著增加。
可改变风险因素引起的疾病造成的巨大经济负担需要有针对性的政策干预。优先领域是减少烟草和酒精消费以及改善饮食习惯,这两者共占总归因成本的一半。针对特定年龄和性别群体的针对性干预措施至关重要;即中年/老年男性的烟草和年轻男性的酒精。