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旅游导刊 ›› 2022, Vol. 6 ›› Issue (6): 53-75.DOI: 10.12054/lydk.bisu.205
收稿日期:
2022-01-07
修回日期:
2022-10-19
出版日期:
2022-12-30
发布日期:
2023-01-09
通讯作者:
王澳(1998— ),女,湖北恩施人,中南财经政法大学工商管理学院硕士研究生,研究方向:乡村旅游。E-mail:wangao@stu.zuel.edu.cn作者简介:
邹蓉(1977— ),女,湖北荆州人,博士,中南财经政法大学工商管理学院副教授,研究方向:旅游新媒体营销、乡村旅游。基金资助:
ZOU Rong, WANG Ao(), GUO Pu, CAI Jiajing
Received:
2022-01-07
Revised:
2022-10-19
Online:
2022-12-30
Published:
2023-01-09
摘要:
厘清旅游虚拟社区用户价值共创行为产生的机理,对旅游虚拟社区的持续发展具有重要意义。本文以S-O-R模型为理论框架,从用户感知的旅游虚拟社区特征出发,引入依恋理论探讨用户价值共创行为的形成机制。本研究采用结构方程模型(SEM)和模糊集定性比较分析(fsQCA)混合的方法。研究发现:旅游虚拟社区用户感知特征对情感依恋的两个维度(人际依恋和群组依恋)均存在显著正向影响,但不能直接影响其价值共创行为,需要通过情感依恋的中介作用才能激发行为效应,其中群组依恋的中介作用更为显著。此外,通过定性比较分析得出两类产生用户价值共创行为的组态模式,其中娱乐性是用户价值共创行为产生的必要条件,群聚性、信息源影响力、群组依恋和人际依恋在一定程度上发挥核心作用。
中图分类号:
邹蓉, 王澳, 郭朴, 蔡佳静. 何以触发旅游虚拟社区用户价值共创行为?——基于SEM和fsQCA的混合分析[J]. 旅游导刊, 2022, 6(6): 53-75.
ZOU Rong, WANG Ao, GUO Pu, CAI Jiajing. How to Stimulate Users’ Value Co-Creation Behavior in Virtual Travel Community: A Hybrid Method Based on SEM and fsQCA[J]. Tourism and Hospitality Prospects, 2022, 6(6): 53-75.
代码 Code | 题项 Item | 因子1 Factor 1 | 因子2 Factor 2 | 因子3 Factor 3 | 因子4 Factor 4 |
---|---|---|---|---|---|
C1 | 访问该旅游虚拟社区时,我不会受到时间和地理条件的限制 | -0.009 | 0.034 | 0.118 | 0.751 |
C2 | 我认为该旅游虚拟社区的设计方便我找到自己需要的产品和服务 | 0.171 | -0.034 | 0.251 | 0.726 |
C3 | 在该旅游虚拟社区中,我可以自由地表达自己内心真实的想法 | 0.159 | 0.142 | 0.065 | 0.733 |
A1 | 加入该旅游虚拟社区,我可以与他人联系 | 0.068 | 0.840 | 0.064 | 0.026 |
A2 | 加入该旅游虚拟社区,我可以结交朋友 | 0.207 | 0.787 | 0.126 | 0.027 |
A3 | 通过参与该旅游虚拟社区,我会更有归属感 | 0.169 | 0.759 | 0.146 | 0.105 |
E1 | 通过参与该旅游虚拟社区,我可以放松心情、缓解压力 | 0.107 | 0.231 | 0.793 | 0.183 |
E2 | 通过参与该旅游虚拟社区,我可以获得乐趣和愉悦感 | 0.228 | 0.091 | 0.774 | 0.120 |
E3 | 通过解决问题、产生创意等,我可以获得享受 | 0.226 | 0.061 | 0.755 | 0.161 |
I1 | 通过信息分享等行为,可以提升我在该旅游虚拟社区的专业形象 | 0.727 | 0.075 | 0.264 | 0.201 |
I2 | 通过信息分享等行为,可以增强我在该旅游虚拟社区的影响力 | 0.783 | 0.127 | 0.158 | 0.121 |
I3 | 通过信息分享等行为,能够得到他人对我的肯定与赞赏 | 0.786 | 0.115 | 0.111 | 0.079 |
I4 | 通过信息分享等行为,在某种程度上可以证明我的消费经验丰富 | 0.743 | 0.210 | 0.130 | 0.006 |
解释方差比例(%) | 19.653 | 15.909 | 15.721 | 13.695 | |
累计解释方差(%) | 64.943 |
表1 用户感知特征、用户价值共创行为测量题项的探索性因子分析
Tab. 1 Exploratory factors analysis on items of users’ perceived features and users’ value co-creation behavior
代码 Code | 题项 Item | 因子1 Factor 1 | 因子2 Factor 2 | 因子3 Factor 3 | 因子4 Factor 4 |
---|---|---|---|---|---|
C1 | 访问该旅游虚拟社区时,我不会受到时间和地理条件的限制 | -0.009 | 0.034 | 0.118 | 0.751 |
C2 | 我认为该旅游虚拟社区的设计方便我找到自己需要的产品和服务 | 0.171 | -0.034 | 0.251 | 0.726 |
C3 | 在该旅游虚拟社区中,我可以自由地表达自己内心真实的想法 | 0.159 | 0.142 | 0.065 | 0.733 |
A1 | 加入该旅游虚拟社区,我可以与他人联系 | 0.068 | 0.840 | 0.064 | 0.026 |
A2 | 加入该旅游虚拟社区,我可以结交朋友 | 0.207 | 0.787 | 0.126 | 0.027 |
A3 | 通过参与该旅游虚拟社区,我会更有归属感 | 0.169 | 0.759 | 0.146 | 0.105 |
E1 | 通过参与该旅游虚拟社区,我可以放松心情、缓解压力 | 0.107 | 0.231 | 0.793 | 0.183 |
E2 | 通过参与该旅游虚拟社区,我可以获得乐趣和愉悦感 | 0.228 | 0.091 | 0.774 | 0.120 |
E3 | 通过解决问题、产生创意等,我可以获得享受 | 0.226 | 0.061 | 0.755 | 0.161 |
I1 | 通过信息分享等行为,可以提升我在该旅游虚拟社区的专业形象 | 0.727 | 0.075 | 0.264 | 0.201 |
I2 | 通过信息分享等行为,可以增强我在该旅游虚拟社区的影响力 | 0.783 | 0.127 | 0.158 | 0.121 |
I3 | 通过信息分享等行为,能够得到他人对我的肯定与赞赏 | 0.786 | 0.115 | 0.111 | 0.079 |
I4 | 通过信息分享等行为,在某种程度上可以证明我的消费经验丰富 | 0.743 | 0.210 | 0.130 | 0.006 |
解释方差比例(%) | 19.653 | 15.909 | 15.721 | 13.695 | |
累计解释方差(%) | 64.943 |
因子 Factor | CR | AVE | 便捷性 Convenience | 群聚性 Aggregation | 娱乐性 Entertainment | 信息源 影响力 Influence of information source | 用户感知 特征 Users’ perceived features |
---|---|---|---|---|---|---|---|
便捷性 Convenience | 0.781 | 0.543 | 0.737 | ||||
群聚性 Aggregation | 0.848 | 0.634 | 0.337*** | 0.796 | |||
娱乐性 Entertainment | 0.818 | 0.599 | 0.529*** | 0.446*** | 0.774 | ||
信息源影响力 Influence of information source | 0.845 | 0.578 | 0.458*** | 0.386*** | 0.606*** | 0.760 | |
用户感知特征 Users’ perceived features | 0.803 | 0.507 | 0.632*** | 0.533*** | 0.836*** | 0.724*** | 0.712 |
表2 一阶因子模型相关系数及信效度
Tab. 2 Correlation coefficient,reliability and validity of the first-order factor model
因子 Factor | CR | AVE | 便捷性 Convenience | 群聚性 Aggregation | 娱乐性 Entertainment | 信息源 影响力 Influence of information source | 用户感知 特征 Users’ perceived features |
---|---|---|---|---|---|---|---|
便捷性 Convenience | 0.781 | 0.543 | 0.737 | ||||
群聚性 Aggregation | 0.848 | 0.634 | 0.337*** | 0.796 | |||
娱乐性 Entertainment | 0.818 | 0.599 | 0.529*** | 0.446*** | 0.774 | ||
信息源影响力 Influence of information source | 0.845 | 0.578 | 0.458*** | 0.386*** | 0.606*** | 0.760 | |
用户感知特征 Users’ perceived features | 0.803 | 0.507 | 0.632*** | 0.533*** | 0.836*** | 0.724*** | 0.712 |
变量 Variable | 题项 Item | 因子载荷 Factor loading | CR | AVE |
---|---|---|---|---|
群组依恋 Group attachment | 如果该旅游虚拟社区关闭,我会非常失落 | 0.689 | 0.819 | 0.533 |
该旅游虚拟社区对我来说极具意义 | 0.692 | |||
我对该旅游虚拟社区有依恋感 | 0.830 | |||
在所有的旅游虚拟社区中,我只喜欢该旅游虚拟社区 | 0.700 | |||
人际依恋 Interpersonal attachment | 我觉得我和该旅游虚拟社区好友之间心意相通 | 0.723 | 0.782 | 0.473 |
我经常与该旅游虚拟社区好友讨论我所遇到的问题以及我关心的事 | 0.683 | |||
我愿意把我内心的想法和感觉告诉该旅游虚拟社区好友,我觉得这是一件自在的事情 | 0.660 | |||
我与该旅游虚拟社区的好友很亲近 | 0.684 | |||
价值共创 行为 Value co-creation behavior | 我会在旅游虚拟社区中发帖,并会得到他人的响应 | 0.714 | 0.796 | 0.566 |
我会通过旅游虚拟社区向企业及其他用户传递有关产品、服务、社区等方面建议或意见 | 0.766 | |||
我会引导旅游虚拟社区新成员熟悉并了解该社区 | 0.776 |
表3 其他变量信度和收敛效度分析
Tab. 3 Reliability and convergent validity analysis of other variables
变量 Variable | 题项 Item | 因子载荷 Factor loading | CR | AVE |
---|---|---|---|---|
群组依恋 Group attachment | 如果该旅游虚拟社区关闭,我会非常失落 | 0.689 | 0.819 | 0.533 |
该旅游虚拟社区对我来说极具意义 | 0.692 | |||
我对该旅游虚拟社区有依恋感 | 0.830 | |||
在所有的旅游虚拟社区中,我只喜欢该旅游虚拟社区 | 0.700 | |||
人际依恋 Interpersonal attachment | 我觉得我和该旅游虚拟社区好友之间心意相通 | 0.723 | 0.782 | 0.473 |
我经常与该旅游虚拟社区好友讨论我所遇到的问题以及我关心的事 | 0.683 | |||
我愿意把我内心的想法和感觉告诉该旅游虚拟社区好友,我觉得这是一件自在的事情 | 0.660 | |||
我与该旅游虚拟社区的好友很亲近 | 0.684 | |||
价值共创 行为 Value co-creation behavior | 我会在旅游虚拟社区中发帖,并会得到他人的响应 | 0.714 | 0.796 | 0.566 |
我会通过旅游虚拟社区向企业及其他用户传递有关产品、服务、社区等方面建议或意见 | 0.766 | |||
我会引导旅游虚拟社区新成员熟悉并了解该社区 | 0.776 |
变量 Variable | 用户感知特征 Users’ perceived features | 群组依恋 Group attachment | 人际依恋 Interpersonal attachment | 价值共创行为 Value co-creation behavior |
---|---|---|---|---|
用户感知特征 Users’ perceived features | 0.712 | |||
群组依恋 Group attachment | 0.665*** | 0.730 | ||
人际依恋 Interpersonal attachment | 0.512*** | 0.557*** | 0.688 | |
价值共创行为 Value co-creation behavior | 0.602*** | 0.736*** | 0.558*** | 0.752 |
表4 变量相关系数和区分效度分析
Tab. 4 Correlation coefficient and discriminant validity analysis
变量 Variable | 用户感知特征 Users’ perceived features | 群组依恋 Group attachment | 人际依恋 Interpersonal attachment | 价值共创行为 Value co-creation behavior |
---|---|---|---|---|
用户感知特征 Users’ perceived features | 0.712 | |||
群组依恋 Group attachment | 0.665*** | 0.730 | ||
人际依恋 Interpersonal attachment | 0.512*** | 0.557*** | 0.688 | |
价值共创行为 Value co-creation behavior | 0.602*** | 0.736*** | 0.558*** | 0.752 |
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