Suppr超能文献

新冠大流行前后不同社会经济群体对数字健康技术的使用:面板研究。

Digital Health Technology Use Across Socioeconomic Groups Prior to and During the COVID-19 Pandemic: Panel Study.

机构信息

Academy of Health & Social Studies, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands.

Department of Neurology, University Medical Center Groningen, Groningen, Netherlands.

出版信息

JMIR Public Health Surveill. 2024 Sep 13;10:e55384. doi: 10.2196/55384.

Abstract

BACKGROUND

Digital technologies have become more important in the health care sector in the past decades. This transition from conventional to digital health care has been accelerated by the impact of the COVID-19 pandemic, which poses the risk of creating a "digital divide," inadvertently placing those who are older, economically disadvantaged, and have a lower level of education at a disadvantage.

OBJECTIVE

This study focuses on the influence of socioeconomic factors on the adoption of digital health technology in the Frisian population and how this relation is affected by the COVID-19 pandemic.

METHODS

In 2019 and 2020, a panel study was conducted on digital health in the Frisian population in the Netherlands. In the survey, the use of digital health technology was operationalized in a broad sense, going beyond the care context by also including preventative health-promoting solutions generally available on the consumer market, such as wearables and lifestyle apps. First, to assess the influence of socioeconomic factors on the total use of digital health apps, a generalized linear model was fitted with use of digital health app as the dependent variable and socioeconomic factors as between-subject factors on the 2019 data. Second, to analyze whether the use of separate health apps increased from 2019 to 2020, we conducted chi-square tests on different digital health app types. Third, to examine the influence of COVID-19 on the use of digital health apps, a generalized linear mixed model was fitted with the use of digital health apps as the dependent variable, COVID-19 as the within-subject variable, and socioeconomic factors as between-subject factors.

RESULTS

The results indicated that prior to the COVID-19 pandemic, digital health technology use was higher in women, younger people, and those who are well educated and economically more privileged. Moreover, the percentage of people who reported using digital health technology rose from 70% (1580/2258) to 82.5% (1812/2197) due to the COVID-19 pandemic. This increase was significant for all separate types of digital health technology (all P<.001). In addition, we found the interaction effects of COVID-19 with age and education attainment, indicating that the lower total use among older people and people with lower education attainment became slightly less apparent from 2019 to 2020.

CONCLUSIONS

These findings on the influence of the COVID-19 pandemic on the digital divide indicated that the use of all types of digital health apps increased and that older individuals and people with a lower level of education caught up a little during COVID-19. Future research should gain more insight into this effect and examine whether it persists beyond the COVID-19 pandemic. Additionally, future endeavors should focus on vulnerable groups, ensuring they receive adequate attention to guarantee access to health care, preventative health-promoting solutions, and social services.

摘要

背景

在过去几十年中,数字技术在医疗保健领域变得越来越重要。这种从传统医疗保健向数字医疗保健的转变受到 COVID-19 大流行的影响而加速,这带来了产生“数字鸿沟”的风险,无意中使年龄较大、经济劣势和教育程度较低的人群处于不利地位。

目的

本研究关注社会经济因素对弗里斯兰人口采用数字健康技术的影响,以及这种关系如何受到 COVID-19 大流行的影响。

方法

2019 年和 2020 年,在荷兰弗里斯兰人口中进行了一项关于数字健康的面板研究。在调查中,数字健康技术的使用被广义地定义,超越了护理背景,还包括一般可在消费者市场上获得的预防保健促进解决方案,例如可穿戴设备和生活方式应用程序。首先,为了评估社会经济因素对数字健康应用总使用量的影响,我们使用 2019 年的数据拟合了一个广义线性模型,将数字健康应用的使用作为因变量,社会经济因素作为组间因素。其次,为了分析从 2019 年到 2020 年是否单独使用的健康应用程序有所增加,我们对不同类型的数字健康应用程序进行了卡方检验。第三,为了研究 COVID-19 对数字健康应用程序使用的影响,我们使用数字健康应用程序作为因变量,COVID-19 作为组内变量,社会经济因素作为组间变量,拟合了一个广义线性混合模型。

结果

结果表明,在 COVID-19 大流行之前,女性、年轻人、受教育程度较高和经济条件较好的人更倾向于使用数字健康技术。此外,由于 COVID-19 大流行,报告使用数字健康技术的人数从 70%(1580/2258)增加到 82.5%(1812/2197)。这一增长在所有单独类型的数字健康技术上都具有统计学意义(均 P<.001)。此外,我们还发现 COVID-19 与年龄和教育程度的交互效应,表明在 2019 年至 2020 年期间,老年人和受教育程度较低人群的总使用量下降幅度略小。

结论

这些关于 COVID-19 大流行对数字鸿沟影响的研究结果表明,所有类型的数字健康应用程序的使用量都有所增加,并且在 COVID-19 期间,年龄较大的人和教育程度较低的人有所赶上。未来的研究应更多地了解这种影响,并研究它是否在 COVID-19 大流行之后仍然存在。此外,未来的努力应侧重于弱势群体,确保他们获得足够的关注,以确保他们能够获得医疗保健、预防保健促进解决方案和社会服务。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f81/11437226/f114b3c3a69d/publichealth_v10i1e55384_fig1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验