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分享一篇PLS-SEM 和 Fs/QCA相结合的SSCI论文

已有 738 次阅读 2023-12-5 08:52 |个人分类:读书笔记|系统分类:科研笔记

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跟感兴趣的朋友们分享一篇PLS-SEM 和 Fs/QCA相结合的SSCI论文,为怎样同时使用这两种方法开展研究和撰写论文,提供了一个很好的例子!偏最小二乘结构方程模型(Partial least squares structural equationmodeling,PLS-SEM), PLS-SEM是通过主成分分析法和普通最小二乘法的结合来估计部分模型结构的统计分析方法。fsQCA,即模糊集定性比较分析方法,是一种 案例导向型的研究方法,其基于 集合论思想和组态思维 ,将定性分析与定量分析有效联结,基本思想就是借助架构理论和布尔代数运算, 从集合的角度考察前因条件及条件组合与结果的关系, 从而解释现象背后的复杂因果关系 。

以下是论文的元数据: Jae Ho Lee, Dongoh Joo, Choong-Ki Lee, Yae-Na Parkt, Yu-Jin Kwon, The role of residents' sustainable intelligence in agricultural heritage site management: Insights from PLS-SEM and Fs/QCA, Journal of Hospitality and Tourism Management, Volume 52, 2022, Pages 65-74, ISSN 1447-6770, Abstract: Little is known about how residents become engaged in conserving agricultural heritage or shape their perceptions toward conservation efforts. To fill this void in the literature, this study tested an expanded theory of planned behavior, where sustainable intelligence was an antecedent to all other constructs, using PLS-SEM and fuzzy-set qualitative comparative analysis (Fs/QCA) in tandem. PLS-SEM results indicated that residents' sustainable intelligence was a significant predictor of their attitude, subjective norm, and perceived behavioral control, which then positively influenced behavioral intention. Fs/QCA results further specified the two optimal configurations for high behavioral intention where sustainable intelligence and perceived behavioral control were crucial elements. The findings suggest that residents’ appreciation of sustainability and ability to act accordingly can trigger their active participation in sustainable tourism or conservation efforts even when economic or psychological benefits are not considered. Keywords: Globally important agricultural heritage systems (GIAHS); Sustainable intelligence; Conservation; Jeju Batdam; Theory of planned behavior (TPB); Fuzzy-set qualitative comparative analysis (Fs/QCA).

翻译(机器翻译,仅供参考):

摘要:关于居民如何参与农业遗产保护或如何塑造他们对保护工作的看法,人们知之甚少。为了填补这一空白,本研究使用PLS-SEM和模糊集定性比较分析(Fs/QCA)串联测试了一种扩展的计划行为理论,其中可持续智能是所有其他结构的先决条件。PLS-SEM结果表明,居民的可持续智力对其态度、主观规范和感知行为控制有显著的预测作用,进而正向影响行为意向。Fs/QCA结果进一步明确了高行为意向的两种最优配置,其中可持续智力和感知行为控制是关键因素。研究结果表明,即使不考虑经济或心理利益,居民对可持续性的认识和采取相应行动的能力也会促使他们积极参与可持续旅游或保护工作。

关键词:全球重要农业文化遗产;可持续的智能;节约用水;济州岛石墙农业系统;计划行为理论;模糊集定性比较分析(Fs/QCA)




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