A Study on the Relationship between Food Hygiene Recognition, Food Hygiene Attitude, and Personal Hygiene Control in College Students using A Structural Equation Model

Suk-Hee Kim
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Abstract

This research aimed to provide fundamental data required for food hygiene education by analyzing relationships between food hygiene recognition, food hygiene attitude, and personal hygiene control in H college students in Chungnam province using a structural equation model. The survey period was from May 16 to June 30, 2019, and 1,048 responses were analyzed after excluding non-collected and inadequately completed responses. Confirmatory factor analysis and structural equation analysis were conducted using SPSS 23.0 and AMOS 24.0. Modified models were analyzed because initial models poorly fitted data. The modified confirmatory factor analysis model showed good fitness with CFI=0.953, NFI=0.945, TLI=0.925, RMSEA=0.069. Factor loading (standardized estimates) confirmed that the 15 measured variables represented latent variables well and that latent variables were correlated at a significance level of 0.001. The modified structural equation model showed good fitness with CFI=0.953, NFI=0.945, TLI=0.906, and RMSEA=0.069. The path coefficients for the 17 hypotheses were all statistically significant, and thus all the alternative hypotheses were accepted. Food hygiene recognition was found to have a significant effect on food hygiene attitude (β=0.384, p<.001), and food hygiene attitude had a significant effect on personal hygiene control (β=0.909, p<0.001). Food hygiene recognition had a weak effect on food hygiene attitude, but food hygiene attitude had a stronger effect on personal hygiene control. These results demonstrate the need for regular food hygiene education to improve food hygiene attitude because it had a greater influence on personal hygiene control than food hygiene recognition.
利用结构方程模型研究大学生的食品卫生认知、食品卫生态度和个人卫生控制之间的关系
本研究旨在通过结构方程模型分析忠南道H类大学生的食品卫生认知、食品卫生态度和个人卫生控制之间的关系,为食品卫生教育提供所需的基础数据。调查时间为2019年5月16日至6月30日,在排除未收集和填写不完整的答卷后,对1048份答卷进行了分析。使用 SPSS 23.0 和 AMOS 24.0 进行了确认因素分析和结构方程分析。由于初始模型对数据的拟合效果不佳,因此对修改后的模型进行了分析。修改后的确认性因素分析模型显示出良好的匹配性,CFI=0.953,NFI=0.945,TLI=0.925,RMSEA=0.069。因子载荷(标准化估计值)证实,15 个测量变量很好地代表了潜变量,并且潜变量在 0.001 的显著性水平上具有相关性。修正后的结构方程模型显示出良好的匹配性,CFI=0.953,NFI=0.945,TLI=0.906,RMSEA=0.069。17 个假设的路径系数在统计上都是显著的,因此所有的替代假设都被接受。研究发现,食品卫生认知对食品卫生态度有显著影响(β=0.384,p<0.001),食品卫生态度对个人卫生控制有显著影响(β=0.909,p<0.001)。食品卫生认知对食品卫生态度的影响较弱,但食品卫生态度对个人卫生控制的影响较大。这些结果表明,有必要定期开展食品卫生教育,以改善食品卫生态度,因为食品卫生态度比食品卫生认知对个人卫生控制的影响更大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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