Regional Centre for Health Care Development, St. Olavs Hospital, Trondheim, Norway.
Department of Public Health and Nursing, NTNU, Trondheim, Norway.
Med Decis Making. 2021 Jan;41(1):21-36. doi: 10.1177/0272989X20971589. Epub 2020 Nov 30.
Limited knowledge exists on the expected long-term effects and cost-effectiveness of initiatives aiming to reduce the burden of obesity.
To develop a Norwegian obesity-focused disease-simulation model: the MOON model.
We developed a Markov model and simulated a Norwegian birth cohort's movement between the health states "normal weight,""overweight,""obese 1,""obese 2," and "dead" using a lifetime perspective. Model input was estimated using longitudinal data from health surveys and real-world data (RWD) from local and national registers ( = 99,348). The model is deterministic and probabilistic and stratified by gender. Model validity was assessed by estimating the cohort's expected prevalence, health care costs, and mortality related to overweight and obesity.
Throughout the cohort's life, the prevalence of overweight increased steadily and stabilized at 45% at 45 y of age. The number of obese 1 and 2 individuals peaked at age 75 y, when 44% of women and 35% of men were obese. The incremental costs per person associated with obesity was highest in older ages and, when accumulated over the lifetime, higher among women (€12,118, €9,495-€15,047) than men (€6,646, €5,252-€10,900). On average, obesity shortened the life expectancy of women/men in the whole cohort by 1.31/1.08 y. The life expectancy for normal-weight women/men at age 30 was 83.31/80.31. The life expectancy was reduced by 1.05/0.65 y if the individual was overweight, obese (2.87/2.71 y), or obese 2 (4.06/4.83 y).
The high expected prevalence of obesity in the future will lead to substantial health care costs and large losses in life-years. This underscores the need to implement interventions to reduce the burden of obesity; the MOON model will enable economic evaluations for a wide range of interventions.
针对旨在减轻肥胖负担的举措的预期长期效果和成本效益,目前知识有限。
开发一个关注挪威肥胖的疾病模拟模型:MOON 模型。
我们开发了一个马尔可夫模型,并使用终生视角模拟了挪威出生队列在“正常体重”、“超重”、“肥胖 1 型”、“肥胖 2 型”和“死亡”健康状态之间的转移。使用健康调查的纵向数据和来自当地和国家登记处的真实世界数据(RWD)(=99348)来估计模型输入。该模型是确定性和概率性的,并按性别分层。通过估计队列超重和肥胖相关的预期患病率、医疗保健成本和死亡率来评估模型的有效性。
在整个队列的一生中,超重的患病率稳步上升,并在 45 岁时稳定在 45%。肥胖 1 型和 2 型个体的数量在 75 岁时达到峰值,此时 44%的女性和 35%的男性肥胖。与肥胖相关的每人增量成本在老年时最高,并且当在一生中累计时,女性(€12118,€9495-€15047)高于男性(€6646,€5252-€10900)。平均而言,肥胖使整个队列中女性/男性的预期寿命缩短了 1.31/1.08 年。30 岁时正常体重女性/男性的预期寿命为 83.31/80.31。如果个体超重、肥胖(2.87/2.71 年)或肥胖 2 型(4.06/4.83 年),则预期寿命会缩短 1.05/0.65 年。
未来肥胖的高预期患病率将导致大量医疗保健成本和大量生命年损失。这突显了实施干预措施以减轻肥胖负担的必要性;MOON 模型将为广泛的干预措施进行经济评估。