International Business School, Beijing Foreign Studies University, Beijing, China.
J Environ Public Health. 2022 Aug 10;2022:2225723. doi: 10.1155/2022/2225723. eCollection 2022.
When ICTs (Information and Communications Technologies) are combined with healthcare, they can make a key contribution to gradually improve national health outcomes. The global outbreak of COVID-19 in 2020 further highlighted the important role of e-Health and m-Health service modes. This research structures a mediated effect model to explore dynamic relationships between ICT factors, ICT impacts, and national health outcomes, among which ICT factors are independent variables; ICT impacts are mediating variables, and national health outcome indicators selected from United Nations Millennium Development Goals (MDGs) and World Development Indicators are dependent variables. The fixed effect model is used to process a set of 141 countries' panel data from 2012 to 2016 from World Bank and World Economic Forum, while the classical three-step test method and Sobel test combined with fixed effects are used to test the mediated effects of the panel data. The results show that there are significant associations between ICT factors and national health outcome indicators, while only some of the partial mediated effects are proved. ICT environment and ICT usage can influence both the under-five mortality rate and adolescent fertility rate via ICT social impact. However, the mediated effect of ICT social impact on maternal mortality ratio and life expectancy at birth has not been confirmed. Meanwhile, the mediated effect of ICT economic impact has not been proven. This research is an interdisciplinary research in the field of information and communication technology and public health and reveals the path and mechanism whereby ICT factors improve national health outcomes, which can help global policymakers drive the next phase of the implementation of the Sustainable Development Goals (SDGs) and continue to improve the overall health at the national level.
当信息通信技术(ICTs)与医疗保健相结合时,它们可以为逐步改善国家健康结果做出关键贡献。2020 年全球 COVID-19 大流行进一步凸显了电子卫生和移动卫生服务模式的重要作用。本研究构建了一个中介效应模型,以探索 ICT 因素、ICT 影响和国家健康结果之间的动态关系,其中 ICT 因素是自变量;ICT 影响是中介变量,而从联合国千年发展目标(MDGs)和世界发展指标中选择的国家健康结果指标是因变量。该研究使用固定效应模型处理了一组来自世界银行和世界经济论坛的 2012 年至 2016 年来自 141 个国家的面板数据,同时使用经典三步检验法和结合固定效应的 Sobel 检验来检验面板数据的中介效应。结果表明,ICT 因素与国家健康结果指标之间存在显著关联,而仅证明了部分部分中介效应。ICT 环境和 ICT 使用可以通过 ICT 社会影响来影响五岁以下儿童死亡率和青少年生育率。然而,尚未证实 ICT 社会影响对产妇死亡率和出生时预期寿命的中介效应。同时,ICT 经济影响的中介效应也未得到证实。本研究是信息和通信技术与公共卫生领域的跨学科研究,揭示了 ICT 因素改善国家健康结果的路径和机制,这有助于全球政策制定者推动可持续发展目标(SDGs)的下一阶段实施,并继续提高国家层面的整体健康水平。