Shan Yi, Ji Meng, Xing Zhaoquan, Dong Zhaogang
School of Foreign Studies, Nantong University, Nantong, China.
School of Languages and Cultures, University of Sydney, Sydney, Australia.
JMIR Form Res. 2023 May 24;7:e42666. doi: 10.2196/42666.
Limited cancer health literacy may be attributed to various factors. Although these factors play decisive roles in identifying individuals with limited cancer health literacy, they have not been sufficiently investigated, especially in China. There is a pressing need to ascertain the factors that effectively identify Chinese people with poor cancer health literacy.
This study aimed to identify the factor associated with limited cancer health literacy among Chinese people based on the 6-Item Cancer Health Literacy Test (CHLT-6).
We first categorized Chinese study participants according to the answers provided for cancer health literacy as follows: people who provided ≤3 correct answers were labeled as having limited cancer health literacy, whereas those who provided between 4 and 6 correct answers were labeled as having adequate cancer health literacy. We then adopted logistic regression to analyze the factors that were closely related to limited cancer health literacy among at-risk study participants.
The logistic regression analysis identified the following factors that effectively predicted limited cancer health literacy: (1) male gender, (2) low education attainment, (3) age, (4) high levels of self-assessed general disease knowledge, (5) low levels of digital health literacy, (6) limited communicative health literacy, (7) low general health numeracy, and (8) high levels of mistrust in health authorities.
Using regression analysis, we successfully identified 8 factors that could be used as predictors of limited cancer health literacy among Chinese populations. These findings have important clinical implications for supporting Chinese people with limited cancer health literacy through the development of more targeted health educational programs and resources that better align with their actual skill levels.
癌症健康素养有限可能归因于多种因素。尽管这些因素在识别癌症健康素养有限的个体中起决定性作用,但尚未得到充分研究,尤其是在中国。迫切需要确定有效识别癌症健康素养较差的中国人的因素。
本研究旨在基于6项癌症健康素养测试(CHLT-6)确定与中国人癌症健康素养有限相关的因素。
我们首先根据研究参与者对癌症健康素养问题的回答将其分类如下:回答正确≤3项的人被标记为癌症健康素养有限,而回答正确4至6项的人被标记为癌症健康素养充足。然后,我们采用逻辑回归分析高危研究参与者中与癌症健康素养有限密切相关的因素。
逻辑回归分析确定了以下有效预测癌症健康素养有限的因素:(1)男性,(2)低教育程度,(3)年龄,(4)自我评估的一般疾病知识水平高,(5)数字健康素养水平低,(6)沟通健康素养有限,(7)一般健康算术能力低,(8)对卫生当局的不信任程度高。
通过回归分析,我们成功确定了8个因素,可作为中国人群癌症健康素养有限的预测指标。这些发现对于通过制定更具针对性的健康教育计划和资源,更好地与他们的实际技能水平相匹配,为癌症健康素养有限的中国人提供支持具有重要的临床意义。