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家庭食物浪费:美国消费者意识与态度的多元回归分析和主成分分析

Household Food Waste: Multivariate Regression and Principal Components Analyses of Awareness and Attitudes among U.S. Consumers.

作者信息

Qi Danyi, Roe Brian E

机构信息

Department of Agricultural, Environmental and Development Economics, Ohio State University, Columbus, OH, United States of America.

出版信息

PLoS One. 2016 Jul 21;11(7):e0159250. doi: 10.1371/journal.pone.0159250. eCollection 2016.

Abstract

We estimate models of consumer food waste awareness and attitudes using responses from a national survey of U.S. residents. Our models are interpreted through the lens of several theories that describe how pro-social behaviors relate to awareness, attitudes and opinions. Our analysis of patterns among respondents' food waste attitudes yields a model with three principal components: one that represents perceived practical benefits households may lose if food waste were reduced, one that represents the guilt associated with food waste, and one that represents whether households feel they could be doing more to reduce food waste. We find our respondents express significant agreement that some perceived practical benefits are ascribed to throwing away uneaten food, e.g., nearly 70% of respondents agree that throwing away food after the package date has passed reduces the odds of foodborne illness, while nearly 60% agree that some food waste is necessary to ensure meals taste fresh. We identify that these attitudinal responses significantly load onto a single principal component that may represent a key attitudinal construct useful for policy guidance. Further, multivariate regression analysis reveals a significant positive association between the strength of this component and household income, suggesting that higher income households most strongly agree with statements that link throwing away uneaten food to perceived private benefits.

摘要

我们利用对美国居民进行的全国性调查的回复,估计消费者食物浪费意识和态度的模型。我们通过几种理论的视角来解读我们的模型,这些理论描述了亲社会行为与意识、态度和观点之间的关系。我们对受访者食物浪费态度模式的分析得出了一个包含三个主要成分的模型:一个代表如果减少食物浪费家庭可能会失去的感知实际利益,一个代表与食物浪费相关的内疚感,还有一个代表家庭是否觉得自己可以为减少食物浪费做更多事情。我们发现,我们的受访者显著认同一些感知到的实际利益归因于扔掉未食用的食物,例如,近70%的受访者同意在包装日期过后扔掉食物会降低食源性疾病的几率,而近60%的受访者同意为确保饭菜味道新鲜而产生一些食物浪费是必要的。我们确定这些态度回复显著地加载到一个单一的主要成分上,这个成分可能代表一个对政策指导有用的关键态度结构。此外,多元回归分析揭示了这个成分的强度与家庭收入之间存在显著的正相关,这表明高收入家庭最强烈地认同将扔掉未食用的食物与感知到的私人利益联系起来的说法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f444/4956302/05b7807b12e8/pone.0159250.g001.jpg

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