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英国青少年和青年的电子健康素养:电子健康素养量表(eHEALS)的预测因素与因子结构探索

EHealth Literacy in UK Teenagers and Young Adults: Exploration of Predictors and Factor Structure of the eHealth Literacy Scale (eHEALS).

作者信息

Holch Patricia, Marwood Jordan R

机构信息

Psychology Department, Leeds School of Social Sciences, Leeds Beckett University, Leeds, United Kingdom.

出版信息

JMIR Form Res. 2020 Sep 8;4(9):e14450. doi: 10.2196/14450.

Abstract

BACKGROUND

Increasingly, teenagers and young adults (TYAs) seek out health information online; however, it is not clear whether they possess electronic health (eHealth) literacy, defined as "the ability to select, appraise, and utilize good quality health information from the internet." A number of factors are included in the Lily model proposed by Norman and Skinner underpinning the development of eHealth literacy. It is important to understand which elements may influence the development of eHealth literacy in young people, as the current generation will continue to "Google it" when faced with a health problem throughout their lives.

OBJECTIVE

The objectives of this study are to explore potential factors influencing young people's eHealth literacy and explore the underlying constructs of the eHealth Literacy Scale (eHEALS) in a population of UK university students.

METHODS

A total of 188 undergraduate psychology students from a large UK University were recruited as an opportunity sample. Of these, 88.8% (167/188) of participants were female with a mean age of 20.13 (SD 2.16) years and the majority were White British (159/188, 84.6%). Employing a cross-sectional design TYAs completed the following measures exploring eHealth literacy (eHEALS): Irrational Health Belief Scale; Newest Vital Sign (NVS), a measure of functional health literacy; Need for Cognition Scale, a preference for effortful cognitive activity; and General Self-Efficacy (GSE) Scale, exploring personal agency and confidence. The eHEALS was also subject to exploratory factor analysis (EFA), for which in addition to the total variance explained, the scree plot, eigenvalues, and factor loadings were assessed to verify the structure.

RESULTS

eHEALS and GSE were significantly positively correlated (r=0.28, P<.001) and hierarchical linear modeling revealed GSE as the significant predictor of scores on the eHEALS (F=16.16, P<.001, R=0.08), accounting for 8.0% of the variance. Other notable relationships were GSE and need for cognition (NFC) were also positively correlated (r=0.33, P<.001), and NFC and irrational health beliefs were significantly negatively correlated (r=-.14, P=.03). Using Spearman correlations, GSE and NVS (r=0.14, P=.04) and NFC and NVS (r=0.19, P=.003) were positively correlated. An EFA revealed the scale to be stable and identified a 2-factor structure related to information acquisition and information application.

CONCLUSIONS

This is the first study in the UK to explore relationships between these key variables and verify the structure of the eHEALS in a TYA population in the UK. The findings that self-efficacy has a major influence firmly consolidate its status as fundamental to the development of eHealth literacy. Future studies will explore the influence of body image and the development of eHealth literacy in more diverse TYA populations.

摘要

背景

青少年和年轻人越来越多地在网上查找健康信息;然而,他们是否具备电子健康(eHealth)素养尚不清楚,电子健康素养被定义为“从互联网上选择、评估和利用高质量健康信息的能力”。诺曼和斯金纳提出的莉莉模型包含了一些支撑电子健康素养发展的因素。了解哪些因素可能影响年轻人电子健康素养的发展很重要,因为这一代人在一生中遇到健康问题时仍会继续“谷歌搜索”。

目的

本研究的目的是探讨影响年轻人电子健康素养的潜在因素,并在英国大学生群体中探索电子健康素养量表(eHEALS)的潜在结构。

方法

从英国一所大型大学招募了188名本科心理学专业学生作为机会样本。其中,88.8%(167/188)的参与者为女性,平均年龄为20.13岁(标准差2.16),大多数是英国白人(159/188,84.6%)。采用横断面设计,青少年和年轻人完成了以下探索电子健康素养(eHEALS)的测量:非理性健康信念量表;最新生命体征(NVS),一种功能性健康素养的测量方法;认知需求量表,一种对费力认知活动的偏好;以及一般自我效能感(GSE)量表,探索个人能动性和信心。eHEALS还进行了探索性因素分析(EFA),除了评估解释的总方差外,还评估碎石图、特征值和因素负荷以验证结构。

结果

eHEALS与GSE显著正相关(r = 0.28,P <.001),分层线性模型显示GSE是eHEALS得分的显著预测因子(F = 16.16,P <.001,R = 0.08),解释了8.0%的方差。其他显著关系包括GSE与认知需求(NFC)也正相关(r = 0.33,P <.001),NFC与非理性健康信念显著负相关(r = -0.14,P = 0.03)。使用斯皮尔曼相关性分析,GSE与NVS(r = 0.14,P = 0.04)以及NFC与NVS(r = 0.19,P = 0.003)正相关。探索性因素分析显示该量表稳定,并确定了一个与信息获取和信息应用相关的双因素结构。

结论

这是英国第一项探索这些关键变量之间关系并验证英国青少年和年轻人群体中eHEALS结构的研究。自我效能感有重大影响的研究结果坚定地巩固了其作为电子健康素养发展基础的地位。未来的研究将探索身体形象的影响以及在更多样化的青少年和年轻人群体中电子健康素养的发展。

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eHEALS: The eHealth Literacy Scale.eHEALS:电子健康素养量表。
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