J Acad Nutr Diet. 2018 Sep;118(9):1622-1633. doi: 10.1016/j.jand.2018.05.019.
The Healthy Eating Index (HEI), a diet quality index that measures alignment with the Dietary Guidelines for Americans, was updated with the 2015-2020 Dietary Guidelines for Americans.
To evaluate the psychometric properties of the HEI-2015, eight questions were examined: five relevant to construct validity, two related to reliability, and one to assess criterion validity.
Three data sources were used: exemplary menus (n=4), National Health and Nutrition Examination Survey 2011-2012 (N=7,935), and the National Institutes of Health-AARP (formally known as the American Association of Retired Persons) Diet and Health Study (N=422,928).
Exemplary menus: Scores were calculated using the population ratio method. National Health and Nutrition Examination Survey 2011-2012: Means and standard errors were estimated using the Markov Chain Monte Carlo approach. Analyses were stratified to compare groups (with t tests and analysis of variance). Principal components analysis examined the number of dimensions. Pearson correlations were estimated between components, energy, and Cronbach's coefficient alpha. National Institutes of Health-AARP Diet and Health Study: Adjusted Cox proportional hazards models were used to examine scores and mortality outcomes.
For construct validity, the HEI-2015 yielded high scores for exemplary menus as four menus received high scores (87.8 to 100). The mean score for National Health and Nutrition Examination Survey was 56.6, and the first to 99th percentile were 32.6 to 81.2, respectively, supporting sufficient variation. Among smokers, the mean score was significantly lower than among nonsmokers (53.3 and 59.7, respectively) (P<0.01), demonstrating differentiation between groups. The correlation between diet quality and diet quantity was low (all <0.25) supporting these elements being independent. The components demonstrated multidimensionality when examined with a scree plot (at least four dimensions). For reliability, most of the intercorrelations among the components were low to moderate (0.01 to 0.49) with a few exceptions, and the standardized Cronbach's alpha was .67. For criterion validity, the highest vs the lowest quintile of HEI-2015 scores were associated with a 13% to 23% decreased risk of all-cause, cancer, and cardiovascular disease mortality.
The results demonstrated evidence supportive of construct validity, reliability, and criterion validity. The HEI-2015 can be used to examine diet quality relative to the 2015-2020 Dietary Guidelines for Americans.
健康饮食指数(HEI)是衡量与《美国人膳食指南》一致程度的饮食质量指数,该指数已于 2015-2020 年版《美国人膳食指南》更新。
为评估 HEI-2015 的心理测量学特性,考察了 8 个问题:5 个与结构效度有关,2 个与信度有关,1 个与标准效度有关。
使用了 3 个数据源:典型菜单(n=4)、国家健康与营养调查 2011-2012 年(N=7935)和美国国立卫生研究院-美国退休人员协会(前身为美国退休人员协会)饮食与健康研究(N=422928)。
典型菜单:使用人口比例法计算得分。国家健康与营养调查 2011-2012 年:使用马尔可夫链蒙特卡罗方法估计均值和标准误差。分析分层以比较组(用 t 检验和方差分析)。主成分分析考察了维度数量。估计了成分、能量之间的皮尔逊相关系数和克朗巴赫系数α。美国国立卫生研究院-美国退休人员协会饮食与健康研究:使用调整后的 Cox 比例风险模型研究了分数和死亡率结果。
对于结构效度,HEI-2015 为典型菜单提供了较高的分数,因为 4 个菜单获得了较高的分数(87.8 到 100)。国家健康与营养调查的平均得分为 56.6,第 1 到 99 百分位分别为 32.6 到 81.2,支持足够的变化。在吸烟者中,得分明显低于非吸烟者(分别为 53.3 和 59.7)(P<0.01),表明组间存在差异。饮食质量与饮食量之间的相关性较低(均<0.25),支持这些元素的独立性。通过散点图检查,成分之间的相关性表现出多维性(至少 4 个维度)。对于信度,除少数例外,成分之间的大多数相关性为低到中度(0.01 到 0.49),并且标准化克朗巴赫的α为 0.67。对于标准效度,HEI-2015 得分最高与最低五分位数相比,全因、癌症和心血管疾病死亡率的风险降低了 13%至 23%。
结果表明,支持结构效度、信度和标准效度的证据。HEI-2015 可用于检查与 2015-2020 年版《美国人膳食指南》相对应的饮食质量。