连续性
业余
潜在Dirichlet分配
感知
结构方程建模
情绪分析
心理学
共享经济
营销
业务
社会心理学
应用心理学
计算机科学
万维网
政治学
主题模型
人工智能
神经科学
机器学习
法学
作者
L Zhang,Rosli Mahmood,Ida Md. Yasin,Yongpeng Ma
标识
DOI:10.1016/j.jretconser.2023.103675
摘要
The sharing economy is believed to be a sustainable concept that can be beneficial both environmentally and economically, while it is noted that the sharing economy has shifted from purely amateur to a mix of professional and amateur resource providers in practice. To explore this phenomenon, this study investigates users' perceived values and continuance intention in amateur-hosted sharing accommodations. By conducting qualitative content analysis and Latent Dirichlet Allocation (LDA) analysis on Airbnb user reviews, values were categorized into functional, aesthetic, emotional, service responsiveness, and economic value dimensions, with themes of satisfaction and continuance intention also identified. Analytical methods, including manual labeling, Support Vector Machine (SVM) algorithm, sentiment analysis, and Partial Least Squares Structural Equation Modeling (PLS-SEM), are applied to find that functional, economic, and emotional values significantly influence user satisfaction and continuance intention. This study offers insights into user perceptions, attitudes, and continuance intention in amateur-hosted sharing accommodations.
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