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岩城横断面研究中日本成年人主观幸福感及各种因素的图形模型分析

Graphical model analysis of subjective well-being and various factors in Japanese adults from the Iwaki cross-sectional study.

作者信息

Sakai Shunji, Onoda Akito, Hasegawa Emi, Kawanishi Ippei, Ikeda Gakuro, Murashita Koichi, Itoh Ken, Tamada Yoshinori, Mikami Tatcsuya, Nakaji Shigeyuki, Furuta Chie

机构信息

Institute of Food Sciences and Technologies, Ajinomoto Co., Inc., 1-1, Suzuki-cho, Kawasaki-ku, Kawasaki, Kanagawa, 210-8681, Japan.

Research Institute of Health Innovation, Graduate School of Medicine, Hirosaki University, Hirosaki, Aomori, Japan.

出版信息

Sci Rep. 2025 Apr 25;15(1):14570. doi: 10.1038/s41598-025-98064-2.

Abstract

The relationship between Subjective well-being (SWB) and other factors is complex. However, few studies have reported a complex relationship between SWB and other factors across domains. We aimed to explore and clarify the one-to-many relationships between SWB and various factors among Japanese adults aged 20-85 years, using graphical modeling and data from the Iwaki Health Promotion Project (IHPP). An undirected graph that included factors such as nutrient intake, eating behavior, mental and physical health, social situations, and SWB was created using data from 519 participants in the IHPP of 2021. The graph indicated that four variables such as "CES-D", "Enjoying the taste of foods", "Health considerations" and "Household financial stability" were directly related to SWB. Additionally, we divided the participants into subgroups based on gender, age, employment status, educational background, and marital status and performed modeling to evaluate the differences in the structure of the SWB based on these attributes. Each graph indicated that the variables directly linked to SWB differed for each subgroup. Therefore, the mechanisms of SWB differed depending on people's backgrounds. We believe that these findings will be useful in proposing policies for improving the SWB of the Japanese people.

摘要

主观幸福感(SWB)与其他因素之间的关系很复杂。然而,很少有研究报告SWB与跨领域其他因素之间的复杂关系。我们旨在利用岩城健康促进项目(IHPP)的图形建模和数据,探索并阐明20至85岁日本成年人中SWB与各种因素之间的一对多关系。使用2021年IHPP中519名参与者的数据创建了一个无向图,其中包括营养摄入、饮食行为、身心健康、社会状况和SWB等因素。该图表明,“流调中心抑郁量表(CES-D)”、“享受食物味道”、“健康考量”和“家庭财务稳定”这四个变量与SWB直接相关。此外,我们根据性别、年龄、就业状况、教育背景和婚姻状况将参与者分为亚组,并进行建模以评估基于这些属性的SWB结构差异。每个图表都表明,与SWB直接相关的变量因亚组而异。因此,SWB的机制因人们的背景而异。我们相信这些发现将有助于提出改善日本人民主观幸福感的政策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e958/12032136/52bdc3a309d4/41598_2025_98064_Fig1_HTML.jpg

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