Department of Epidemiology and Prevention, International Clinical Research Center, National Center for Global Health and Medicine, Tokyo, Japan.
J Epidemiol. 2012;22(3):205-15. doi: 10.2188/jea.je20110087. Epub 2012 Feb 18.
Analysis of dietary pattern is increasingly popular in nutritional epidemiology. However, few studies have examined the validity and reproducibility of dietary patterns. We assessed the reproducibility and validity of dietary patterns identified by a food frequency questionnaire (FFQ) used in the 5-year follow-up survey of the Japan Public Health Center-Based Prospective Study (JPHC Study).
The participants were a subsample (244 men and 254 women) from the JPHC Study. Principal component analysis was used to identify dietary patterns from 28- or 14-day dietary records and 2 FFQs. To assess reproducibility and validity, we calculated Spearman correlation coefficients between dietary pattern scores derived from FFQs separated by a 1-year interval, and between dietary pattern scores derived from dietary records and those derived from a FFQ completed after the dietary records, respectively.
We identified 3 Japanese dietary patterns from the dietary records and 2 FFQs: prudent, westernized, and traditional. Regarding reproducibility, Spearman correlation coefficients between the 2 FFQs ranged from 0.55 for the westernized Japanese pattern in men and the prudent Japanese pattern in women to 0.77 for the traditional Japanese pattern in men. Regarding validity, the corresponding values between dietary records and the FFQ ranged from 0.32 for the westernized Japanese pattern in men to 0.63 for the traditional Japanese pattern in women.
Acceptable reproducibility and validity was shown by the 3 dietary patterns identified by principal component analysis based on the FFQ used in the 5-year follow-up survey of the JPHC Study.
饮食模式分析在营养流行病学中越来越受欢迎。然而,很少有研究检验饮食模式的有效性和可重复性。我们评估了基于日本公共卫生中心前瞻性研究(JPHC 研究)的 5 年随访调查中使用的食物频率问卷(FFQ)确定的饮食模式的可重复性和有效性。
参与者是 JPHC 研究的一个亚样本(244 名男性和 254 名女性)。主成分分析用于从 28 天或 14 天的饮食记录和 2 份 FFQ 中确定饮食模式。为了评估可重复性和有效性,我们分别计算了来自相隔 1 年的 FFQ 的饮食模式评分之间的 Spearman 相关系数,以及来自饮食记录的饮食模式评分与完成饮食记录后来自 FFQ 的饮食模式评分之间的 Spearman 相关系数。
我们从饮食记录和 2 份 FFQ 中确定了 3 种日本饮食模式:谨慎、西化和传统。关于可重复性,男性的西方化日本模式和女性的谨慎日本模式之间的 Spearman 相关系数介于 0.55 到 0.77 之间,男性的传统日本模式最高。关于有效性,男性的西方化日本模式和女性的传统日本模式之间的相应值介于 0.32 到 0.63 之间。
基于 JPHC 研究 5 年随访调查中使用的 FFQ 通过主成分分析确定的 3 种饮食模式显示出可接受的可重复性和有效性。