中国全科医学2024,Vol.27Issue(23) :2931-2940.DOI:10.12114/j.issn.1007-9572.2023.0072

简版健康素养量表的开发:基于经典测量理论和项目反应理论

Development of a Short Version of the Health Literacy Scale Based on Classical Test Theory and Item Response Theory

孙小楠 陈珂 武运筹 汤靖琪 王飞 孙昕霙 贺苗 吴一波
中国全科医学2024,Vol.27Issue(23) :2931-2940.DOI:10.12114/j.issn.1007-9572.2023.0072

简版健康素养量表的开发:基于经典测量理论和项目反应理论

Development of a Short Version of the Health Literacy Scale Based on Classical Test Theory and Item Response Theory

孙小楠 1陈珂 2武运筹 3汤靖琪 4王飞 5孙昕霙 6贺苗 7吴一波6
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作者信息

  • 1. 150081 黑龙江省哈尔滨市,哈尔滨医科大学公共卫生学院
  • 2. 230039 安徽省合肥市,安徽大学哲学学院
  • 3. 400715 重庆市,西南大学心理学部
  • 4. 200062 上海市,华东师范大学心理与认知科学学院
  • 5. 100875 北京市,北京师范大学心理学部认知与学习国家重点实验室
  • 6. 100191 北京市,北京大学公共卫生学院
  • 7. 150081 黑龙江省哈尔滨市,哈尔滨医科大学人文社会科学学院
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摘要

背景 健康素养与健康状况密切相关,目前国内研究多倾向于运用多维度、多条目的健康素养测评工具,尚缺少简便且有效的健康素养测评工具.目的 简化健康素养量表并在中国人群中进行心理测量学检验.方法 从"中国家庭健康指数调查(2021 年)"数据中选择 18 岁及以上人群作为本研究的调查对象,依据纳入与排除标准,最终纳入 7 449 份数据,并随机分为 2 个样本集,其中样本集 1 共 3 680 份,样本集 2 共 3 769 份.对调查对象进行一般资料问卷、12 条目健康素养量表(HLS-SF12)、领悟社会支持量表(PSSS)、家庭健康量表(FHS-SF)调查.应用经典测量理论以及项目反应理论中的Mokken模型对HLS-SF12 原条目进行筛选,并对精简后的量表进行信效度等验证性分析.结果 使用经典测量理论和Mokken模型分别简化出 1 个 9 条目版本的量表(HLS-SF9)和 1 个 4 条目版本的量表(HLS-SF4).HLS-SF9与HLS-SF4均无天花板效应、地板效应,二者的Cronbach's α系数分别为0.913和0.842,折半信度分别为 0.871 和 0.815.HLS-SF4 经探索性因子分析提取出 1 个公因子,累积方差贡献率为 67.813%,各条目的因子载荷量均>0.81.HLS-SF9 经验证性因子分析结果显示χ2/df=10.844、拟合优度指数(GFI)=0.985、调整拟合优度指数(AGFI)=0.971、规范拟合指数(NFI)=0.986、比较拟合指数(CFI)=0.987 和近似误差均方根(RMSEA)=0.051.相关性分析结果显示,HLS-SF9、HLS-SF4 与PSSS呈正相关(r=0.367、0.292,P<0.001),与FHS-SF呈正相关(r=0.340、0.237,P<0.001).HLS-SF9对HLS-SF12的效标效度的一致性水平(ICC)(95%CI)为0.989(0.988~0.999),HLS-SF4 效标效度的ICC(95%CI)为 0.892(0.886~0.899).结论 简化后的健康素养量表具有良好的信效度,是能够快速测评中国人群健康素养的有效工具,研究者可根据研究精度(HLS-SF9)或测评时间(HLS-SF4)的需求采取针对性选择.

Abstract

Background Health literacy is closely associated with health status,most domestic studies tend to use multidimensional and multi-item tools for assessing health literacy,lacking simple and effective assessment methods.Objective To simplify health literacy scale and conduct psychometric test within the Chinese population.Methods Adults aged 18 years and above were selected from the"China Family Health Index Survey(2021)"for this investigation.Based on inclusion and exclusion criteria,a total of 7 449 participants were selected and randomly divided into two sample sets,including 3 680 cases in sample set 1 and 3 769 cases in sample set 2.The general information questionnaire,Short-form Health Literacy Questionnaire(HLS-SF12),Perception Social Support Scale(PSSS),and Family Health Scale Short-form(FHS-SF)were administered to the respondents.Classical test theory(CTT)and the Mokken model in item response theory(IRT)were used to screen the original items,and validation analyses such as reliability and validity of the simplified scales were also conducted.Results A 9-item version(HLS-SF9)and a 4-item version(HLS-SF4)were simplified by using CTT and the Mokken model,respectively.Both the HLS-SF9 and the HLS-SF4 had no ceiling effect or floor effect,and the Cronbach's α coefficients for both were 0.913 and 0.842,with split-half reliabilities of 0.871 and 0.815,respectively.The exploratory factor analysis of HLS-SF4 revealed one common factor,accounting for 67.813%of the cumulative variance,with factor loadings exceeding 0.81 for each item.The confirmatory factor analysis of HLS-SF9 showed that χ2/df was 10.844,goodness of fit index(GFI)was 0.985,adjusted goodness of fit index(AGFI)was 0.971,normative fit index(NFI)was 0.986,comparative fit index(CFI)was 0.987,and root mean squared error of approximation(RMSEA)was 0.051.The correlation analysis demonstrated positive correlation of HLS-SF9 and HLS-SF4 with PSSS(r=0.367,0.292,P<0.001),as well as FHS-SF(r=0.340,0.237,P<0.001),respectively.The intraclass correlation coefficients(ICC)(95%CI)for the criterion validity of HLS-SF9 against HLS-SF12 was 0.989(0.988-0.999),while for HLS-SF4 against HLS-SF12 was 0.892(0.886-0.899).Conclusion The simplified health literacy scales have good reliability and validity,which are reliable and effective tools for assessing the health literacy of the Chinese population.Researchers can choose the scale according to the needs of research precision(HLS-SF9)or assessment time(HLS-SF4).

关键词

健康素养/条目筛选/经典测量理论/Mokken模型/12条目健康素养量表

Key words

Health literacy/Item selection/Classical test theory/Mokken model/Short-form health literacy survey questionnaire

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基金项目

黑龙江省哲学社会科学研究规划项目(2021)(21SHB106)

教育部人文社会科学研究一般项目(2023)(23YJA840006)

出版年

2024
中国全科医学
中国医院协会

中国全科医学

CSTPCD北大核心
影响因子:2.04
ISSN:1007-9572
参考文献量52
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