Zhejiang A&F University, College of Economics and Management, Hangzhou, People's Republic of China.
Hangzhou Medical College, Center for Medical Intelligence and Health Policy Research, Hangzhou, People's Republic of China.
Int J Equity Health. 2024 Apr 9;23(1):68. doi: 10.1186/s12939-024-02150-2.
Within the digital society, the limited proficiency in digital health behaviors among rural residents has emerged as a significant factor intensifying health disparities between urban and rural areas. Addressing this issue, enhancing the digital literacy and health literacy of rural residents stands out as a crucial strategy. This study aims to investigate the relationship between digital literacy, health literacy, and the digital health behaviors of rural residents.
Initially, we developed measurement instruments aimed at assessing the levels of digital literacy and health literacy among rural residents. Subsequently, leveraging micro survey data, we conducted assessments on the digital literacy and health literacy of 968 residents in five administrative villages in Zhejiang Province, China. Building upon this foundation, we employed Probit and Poisson models to empirically scrutinize the influence of digital literacy, health literacy, and their interaction on the manifestation of digital health behaviors within the rural population. This analysis was conducted from a dual perspective, evaluating the participation of digital health behaviors among rural residents and the diversity to which they participate in such behaviors.
Digital literacy exhibited a notably positive influence on both the participation and diversity of digital health behaviors among rural residents. While health literacy did not emerge as a predictor for the occurrence of digital health behavior, it exerted a substantial positive impact on the diversity of digital health behaviors in the rural population. There were significant interaction effects between digital literacy and health literacy concerning the participation and diversity of digital health behaviors among rural residents. These findings remained robust even after implementing the instrumental variable method to address endogeneity issues. Furthermore, the outcomes of robust analysis and heterogeneity analysis further fortify the steadfastness of the aforementioned conclusions.
The findings suggest that policymakers should implement targeted measures aimed at enhancing digital literacy and health literacy among rural residents. This approach is crucial for improving rural residents' access to digital health services, thereby mitigating urban-rural health inequality.
在数字社会中,农村居民在数字健康行为方面的能力有限,这是加剧城乡健康差距的一个重要因素。为了解决这个问题,提高农村居民的数字素养和健康素养是至关重要的策略。本研究旨在探讨农村居民的数字素养、健康素养与数字健康行为之间的关系。
首先,我们开发了衡量农村居民数字素养和健康素养的测量工具。然后,利用微观调查数据,对中国浙江省五个行政村的 968 名居民的数字素养和健康素养进行了评估。在此基础上,我们运用 Probit 和 Poisson 模型,从实证角度考察了数字素养、健康素养及其相互作用对农村居民数字健康行为表现的影响。我们从双重角度进行了分析,评估了农村居民参与数字健康行为的情况以及他们参与这些行为的多样性。
数字素养对农村居民参与数字健康行为和多样性都有显著的正向影响。虽然健康素养不是农村居民数字健康行为发生的预测因素,但它对农村居民数字健康行为的多样性有显著的正向影响。数字素养和健康素养之间存在显著的交互作用,影响农村居民参与和多样性数字健康行为。这些发现即使在使用工具变量方法解决内生性问题后仍然稳健。此外,稳健性分析和异质性分析的结果进一步加强了上述结论的可靠性。
研究结果表明,政策制定者应采取有针对性的措施,提高农村居民的数字素养和健康素养。这对于改善农村居民获取数字健康服务的机会,从而减轻城乡健康不平等至关重要。