感知到的可持续性如何影响消费者的服装偏好
Mingzhi Li1, Young-Hwa Choe1, Chao Gu2
1Department of Culture and Arts Management, Honam University, Gwangju, 62399, Korea.
Scientific reports
|November 20, 2024
概括
消费者更喜欢可持续的时尚,他们认为环保服装的质量和价值更高. 这项研究分析了在线反,以指导可持续服装设计的改进.
科学领域:
- 消费者行为 消费者行为
- 可持续的时尚 可持续的时尚
- 文本挖掘 (Text Mining) 是一个很好的方法.
背景情况:
- 全球时装行业面临着越来越大的压力,需要采用可持续的做法.
- 了解消费者看法对于推动采用可持续时尚至关重要.
研究的目的:
- 分析消费者对可持续时尚的态度,期望和建议.
- 确定影响消费者选择可持续服装的关键主题.
- 为改善可持续服装设计和产品开发提供见解.
主要方法:
- 从JD.com用户评论中通过Python网络抓取数据的数据收集.
- 使用隐性迪里克莱特分配 (LDA) 进行文本主题建模.
- 多变量方差分析 (MANOVA) 用于感知评估.
主要成果:
- 出现了三个主要主题:感知质量,感知价值和感官舒适.
- 消费者对可持续服装的感知质量,价值和购买意向更高.
- 与传统服装相比,可持续服装显示出更高的回购意图.
结论:
- 消费者反强调了可持续的感知质量,价值和舒适的重要性.
- 调查结果支持在服装开发中强调环保材料和可持续生产.
- 这项研究为时尚行业提供了可操作的见解,并为全球可持续设计话语做出了贡献.
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