Prediction of measles elimination in Côte d'Ivoire by 2030.

IF 1.3 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Journal of Public Health in Africa Pub Date : 2026-05-22 eCollection Date: 2026-01-01 DOI:10.4102/jphia.v17i1.1703
Kouadio D Ekra, Calixte H H Guehi, Eric M Ahoussou, Guillaume Okoubo
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引用次数: 0

Abstract

Background: The WHO African Region Strategic Plan for Immunisation 2021-2030 aims to eliminate measles in at least 80% of countries by 2030. What could the situation in Côte d'Ivoire be like?

Aim: To predict the incidence of measles by 2030.

Setting: Côte d'Ivoire, a country in West Africa.

Methods: National routine measles surveillance data were analysed using seasonal time series models. Stationarity was assessed using standard unit root tests, and seasonality was addressed through appropriate differentiation. Structural breaks were examined using break and stability tests, which identified a major break around 2020. An Autoregressive Integrated Moving Average (ARIMA) model incorporating an intervention variable was adjusted to account for this change. Model performance was evaluated using cross-validation and compared to a naive seasonal benchmark. Projections were generated through 2030. The annual incidence per 1 000 000 population was estimated.

Results: A significant structural break around 2020 was identified. Projections show a slight downward trend in incidence for the overall population. However, among children, an increase in incidence from 146 to 164 by 2030 was observed. During cross-validation, the ARIMA model with intervention did not outperform the naive seasonal benchmark for short-term forecasts.

Conclusion: By 2030, Côte d'Ivoire will not have eliminated measles, with a high incidence among children. Sustained high vaccination coverage, strengthened surveillance, and scenario-based planning remain critical to achieving measles elimination.

Contribution: The study guides decision-makers on the prospects and the necessity of adopting innovative strategies aimed at eliminating measles.

预测到2030年在Côte科特迪瓦消除麻疹。
背景:世卫组织《2021-2030年非洲区域免疫战略计划》旨在到2030年在至少80%的国家消除麻疹。Côte科特迪瓦的局势会是什么样子?目的:预测到2030年麻疹的发病率。背景:Côte西非国家科特迪瓦。方法:采用季节时间序列模型对全国麻疹常规监测数据进行分析。使用标准单位根检验评估平稳性,并通过适当的区分处理季节性。使用断裂和稳定性测试来检查结构断裂,确定了2020年左右的重大断裂。纳入干预变量的自回归综合移动平均(ARIMA)模型被调整以解释这一变化。使用交叉验证对模型性能进行评估,并与朴素的季节性基准进行比较。这些预测一直持续到2030年。估计了每100万人的年发病率。结果:在2020年前后发现了一个重大的结构性突破。预测显示总体人口的发病率有轻微下降的趋势。然而,在儿童中,到2030年发病率从146例增加到164例。在交叉验证过程中,干预后的ARIMA模型在短期预测方面的表现并不优于朴素的季节性基准。结论:到2030年,Côte科特迪瓦将无法消除儿童发病率高的麻疹。持续的高疫苗接种覆盖率、加强监测和基于情景的规划对于实现消除麻疹仍然至关重要。贡献:该研究就采用旨在消除麻疹的创新战略的前景和必要性为决策者提供指导。
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来源期刊
Journal of Public Health in Africa
Journal of Public Health in Africa PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
自引率
0.00%
发文量
82
审稿时长
10 weeks
期刊介绍: The Journal of Public Health in Africa (JPHiA) is a peer-reviewed, academic journal that focuses on health issues in the African continent. The journal editors seek high quality original articles on public health related issues, reviews, comments and more. The aim of the journal is to move public health discourse from the background to the forefront. The success of Africa’s struggle against disease depends on public health approaches.
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