哪些因素可以预测消费者对航空环境可持续性的支持?多模型分析

IF 0.5 Q4 ENGINEERING, AEROSPACE
S. Winter, J. Thropp, S. Rice
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引用次数: 6

摘要

环境可持续性仍然是航空业当前研究的焦点。本研究的目的是创建四个统计模型,这些模型可以预测表明消费者支持在航空业使用可持续产品的因素类型。提出了四种模式:全面支持航空业的可持续性,支持航空生物燃料的使用,支持航空业中的可持续建筑材料,以及支持可持续航空制造。该研究使用了514名参与者的总体样本,他们被随机分为两个独立的数据集。第一个数据集用于生成回归方程,而第二个数据集则用于评估模型拟合。结果产生了四个有效的模型,解释的方差在29.0%到41.1%之间。可持续性的感知价值在所有四个模型中都是一个重要的预测因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What factors predict a consumer's support of environmental sustainability in aviation A multi-model analysis
Environmental sustainability remains a focal point of current research in the aviation industry. The purpose of the current study was to create four statistical models which could predict the types of factors that would indicate a consumer's support for the use of sustainable products in the aviation industry. Four models were proposed: overall support for sustainability in aviation, support for the use of aviation biofuels, support of sustainable construction materials in aviation, and support of sustainable aviation manufacturing. The study used an overall sample of 514 participants who were randomly divided into two separate datasets. The first dataset was used to produce the regression equations and the second dataset was used to assess model fit. The results produced four valid models with the amount of variance explained ranging from 29.0% to 41.1%. Perceived value of sustainability was found to be a significant predictor in all four models.
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CiteScore
0.20
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