Associations between digital maturity in health and primary health care performance, 109 countries.

IF 5.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Bulletin of the World Health Organization Pub Date : 2025-10-01 Epub Date: 2025-09-25 DOI:10.2471/BLT.24.292706
Lena Kan, Yoko Shimada, Abdulaziz Mohammed Hussen, Arisa Shichijo Kiyomoto, Shivani Pandya, Patricia Mechael, Binyam Tilahun, Meredith Kimball, Marelize Gorgens, Malarvizhi Veerappan, Ethan Wong, Smisha Agarwal
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引用次数: 0

Abstract

Objective: To investigate associations between digital maturity in health and primary health care performance globally.

Methods: We conducted a search of publicly available data on digital maturity in health and primary health care performance for the 194 World Health Organization Member States. We identified 14 indicators of digital maturity in health, covering seven core subcomponents. A digital maturity in health index was derived from these indicators. Primary health care performance was assessed using the universal health coverage effective coverage index.

Findings: Digital maturity in health data were missing for 85 of the 194 countries, with considerable variation across subcomponents. The remaining 109 countries were divided into four types by digital maturity in health index. We identified countries leading or lagging in digital maturity and highlighted the strongest and weakest subcomponents. Overall, there was a strong, nonlinear, positive correlation between digital maturity in health and primary health care performance (Spearman correlation: 0.85). However, there were notable exceptions, which indicates digital maturity can enhance primary health care but is not necessary for its improvement. The relationship between health-care expenditure and digital maturity in health and primary health care performance varied among countries with similar spending and digital maturity.

Conclusion: Overall, primary health care performance was positively associated with digital maturity in health and health-care expenditure. However, some countries had a strong primary health care system despite low digital maturity, and some had high digital maturity but a weak primary health care system. The study's findings could help policy-makers prioritize investment in digital health.

卫生数字化成熟度与初级卫生保健绩效之间的关系,109个国家。
目的:调查全球卫生数字化成熟度与初级卫生保健绩效之间的关系。方法:我们对194个世界卫生组织成员国的卫生和初级卫生保健绩效的数字成熟度公开数据进行了搜索。我们确定了卫生领域数字成熟度的14个指标,涵盖7个核心子组成部分。从这些指标中得出了健康数字化成熟度指数。使用全民健康覆盖有效覆盖指数评估初级卫生保健绩效。调查结果:194个国家中有85个国家缺乏卫生数据的数字化成熟度,各子组成部分差异很大。其余109个国家根据健康指数的数字化成熟度分为四类。我们确定了数字成熟度领先或落后的国家,并突出了最强和最弱的子组成部分。总体而言,健康数字化成熟度与初级卫生保健绩效之间存在强烈的非线性正相关(Spearman相关系数:0.85)。然而,也有明显的例外,这表明数字成熟可以加强初级卫生保健,但不是改善初级卫生保健所必需的。卫生保健支出与卫生和初级卫生保健绩效的数字成熟度之间的关系在支出和数字成熟度相似的国家之间有所不同。结论:总体而言,初级卫生保健绩效与卫生保健和卫生保健支出的数字化成熟度呈正相关。然而,有些国家尽管数字成熟度较低,但初级卫生保健系统很强;有些国家数字成熟度高,但初级卫生保健系统薄弱。这项研究的发现可以帮助决策者优先考虑对数字医疗的投资。
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来源期刊
Bulletin of the World Health Organization
Bulletin of the World Health Organization 医学-公共卫生、环境卫生与职业卫生
CiteScore
11.50
自引率
0.90%
发文量
317
审稿时长
3 months
期刊介绍: The Bulletin of the World Health Organization Journal Overview: Leading public health journal Peer-reviewed monthly journal Special focus on developing countries Global scope and authority Top public and environmental health journal Impact factor of 6.818 (2018), according to Web of Science ranking Audience: Essential reading for public health decision-makers and researchers Provides blend of research, well-informed opinion, and news
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