Tourism and Hospitality Prospects ›› 2022, Vol. 6 ›› Issue (4): 42-67.DOI: 10.12054/lydk.bisu.200
• Research Paper • Previous Articles Next Articles
LI Yali1(
), LIU Yan1, GU Huimin1,2, LIU Lu1, GU Huiru1
Received:2021-11-07
Revised:2022-03-28
Online:2022-08-30
Published:2022-09-26
李亚莉1(
), 刘艳1, 谷慧敏1,2, 刘璐1, 顾慧茹1
通讯作者:
刘艳(1996— ),女,湖南衡阳人,北京第二外国语学院旅游科学学院硕士研究生,研究方向:旅游和酒店管理。作者简介:李亚莉(1997—),女,河北秦皇岛人,北京第二外国语学院旅游科学学院硕士研究生,研究方向:旅游和酒店管理。E-mail: 2019110244@stu.bisu.edu.cn基金资助:CLC Number:
LI Yali, LIU Yan, GU Huimin, LIU Lu, GU Huiru. The Impact of Customer Participation on Purchase Intention in Tourism Live Broadcasting[J]. Tourism and Hospitality Prospects, 2022, 6(4): 42-67.
李亚莉, 刘艳, 谷慧敏, 刘璐, 顾慧茹. 旅游直播中顾客参与对购买意愿的影响研究[J]. 旅游导刊, 2022, 6(4): 42-67.
| 弹幕参与 Bullet screen participation | 弹幕行为 Bullet screen behavior | 数量 Number | 占比(%) Proportion(%) | Kappa系数 Kappa Alpha |
|---|---|---|---|---|
| 人际互动 Personal interaction (共9 545条 共占25.44%) | 建立良好关系 | 4 365 | 11.63 | 0.910 |
| 积极回应 | 3 387 | 9.02 | 0.927 | |
| 赞美或吐槽 | 1 793 | 4.78 | 0.973 | |
| 信息分享 Information sharing (共6 027条 共占16.06%) | 问题咨询 | 3 262 | 8.69 | 0.929 |
| 提出需求 | 1 981 | 5.28 | 0.875 | |
| 分享经验 | 450 | 1.20 | 0.862 | |
| 提出建议 | 334 | 0.89 | 0.937 | |
| 合作行为 Responsible behavior (共21 955条 共占58.50%) | 配合抽奖 | 21 393 | 57.01 | 0.904 |
| 共同合作 | 289 | 0.77 | 0.954 | |
| 责任承担 | 273 | 0.73 | 0.930 |
Tab. 1 Results of content analysis(N = 37 527)
| 弹幕参与 Bullet screen participation | 弹幕行为 Bullet screen behavior | 数量 Number | 占比(%) Proportion(%) | Kappa系数 Kappa Alpha |
|---|---|---|---|---|
| 人际互动 Personal interaction (共9 545条 共占25.44%) | 建立良好关系 | 4 365 | 11.63 | 0.910 |
| 积极回应 | 3 387 | 9.02 | 0.927 | |
| 赞美或吐槽 | 1 793 | 4.78 | 0.973 | |
| 信息分享 Information sharing (共6 027条 共占16.06%) | 问题咨询 | 3 262 | 8.69 | 0.929 |
| 提出需求 | 1 981 | 5.28 | 0.875 | |
| 分享经验 | 450 | 1.20 | 0.862 | |
| 提出建议 | 334 | 0.89 | 0.937 | |
| 合作行为 Responsible behavior (共21 955条 共占58.50%) | 配合抽奖 | 21 393 | 57.01 | 0.904 |
| 共同合作 | 289 | 0.77 | 0.954 | |
| 责任承担 | 273 | 0.73 | 0.930 |
| 因子 Factors | 题项 Measured items | 因子 负荷量 Factor loading | 克隆巴赫系数 Cronbach’s α | 组合 信度 CR | 平均方差抽取量 AVE | |
| 因子 Factors | 题项 Measured items | 因子 负荷量 Factor loading | 克隆巴赫系数 Cronbach’s α | 组合 信度 CR | 平均方差抽取量 AVE | |
| 顾 客 参 与 Customer participation (CP) | 人际互动 Personal interaction (PI) | PI1我与主播建立了良好的关系 | 0.79 | 0.80 | 0.80 | 0.58 |
| PI2当主播表现好时,我会通过点赞或发弹幕来赞美他们 | 0.68 | |||||
| PI3我会主动跟主播通过弹幕聊天或者积极回应他(她)的问题 | 0.80 | |||||
| 信息分享 Information sharing (IS) | IS1咨询我在直播购买过程中遇到的问题 | 0.84 | 0.90 | 0.90 | 0.69 | |
| IS2告知他们我对旅游产品的偏好或需求 | 0.85 | |||||
| IS3提出自己的想法或建议 | 0.79 | |||||
| IS4了解关于产品的相关信息 | 0.83 | |||||
| 合作行为 Responsible behavior (RB) | RB1我认为直播间的活动需要我积极配合 | 0.78 | 0.78 | 0.78 | 0.54 | |
| RB2我认为直播不是主播一个人的工作,需要我配合共同合作完成 | 0.75 | |||||
| RB3我会积极配合主播的工作 | 0.68 | |||||
| 沉浸体验 Flow experience (FE) | FE1我觉得时间过得很快 | 0.77 | 0.84 | 0.83 | 0.56 | |
| FE2我的好奇心被激发了 | 0.76 | |||||
| FE3我会有操控感 | 0.68 | |||||
| FE4我感觉很享受 | 0.77 | |||||
| 购买意愿 Purchase intention (PB) | PB1我愿意购买直播推荐的旅游产品 | 0.75 | 0.84 | 0.84 | 0.57 | |
| PB2我很可能会考虑购买直播推荐的旅游产品 | 0.76 | |||||
| PB3如果需要,我愿意继续通过直播购买旅游产品 | 0.76 | |||||
| PB4下次购买旅游产品时,我通过直播购买的可能性很大 | 0.74 | |||||
Tab. 2 Questionnaire,reliability and validity
| 因子 Factors | 题项 Measured items | 因子 负荷量 Factor loading | 克隆巴赫系数 Cronbach’s α | 组合 信度 CR | 平均方差抽取量 AVE | |
| 因子 Factors | 题项 Measured items | 因子 负荷量 Factor loading | 克隆巴赫系数 Cronbach’s α | 组合 信度 CR | 平均方差抽取量 AVE | |
| 顾 客 参 与 Customer participation (CP) | 人际互动 Personal interaction (PI) | PI1我与主播建立了良好的关系 | 0.79 | 0.80 | 0.80 | 0.58 |
| PI2当主播表现好时,我会通过点赞或发弹幕来赞美他们 | 0.68 | |||||
| PI3我会主动跟主播通过弹幕聊天或者积极回应他(她)的问题 | 0.80 | |||||
| 信息分享 Information sharing (IS) | IS1咨询我在直播购买过程中遇到的问题 | 0.84 | 0.90 | 0.90 | 0.69 | |
| IS2告知他们我对旅游产品的偏好或需求 | 0.85 | |||||
| IS3提出自己的想法或建议 | 0.79 | |||||
| IS4了解关于产品的相关信息 | 0.83 | |||||
| 合作行为 Responsible behavior (RB) | RB1我认为直播间的活动需要我积极配合 | 0.78 | 0.78 | 0.78 | 0.54 | |
| RB2我认为直播不是主播一个人的工作,需要我配合共同合作完成 | 0.75 | |||||
| RB3我会积极配合主播的工作 | 0.68 | |||||
| 沉浸体验 Flow experience (FE) | FE1我觉得时间过得很快 | 0.77 | 0.84 | 0.83 | 0.56 | |
| FE2我的好奇心被激发了 | 0.76 | |||||
| FE3我会有操控感 | 0.68 | |||||
| FE4我感觉很享受 | 0.77 | |||||
| 购买意愿 Purchase intention (PB) | PB1我愿意购买直播推荐的旅游产品 | 0.75 | 0.84 | 0.84 | 0.57 | |
| PB2我很可能会考虑购买直播推荐的旅游产品 | 0.76 | |||||
| PB3如果需要,我愿意继续通过直播购买旅游产品 | 0.76 | |||||
| PB4下次购买旅游产品时,我通过直播购买的可能性很大 | 0.74 | |||||
| 模型 Model | χ2 | df | RMSEA | TLI | CFI |
|---|---|---|---|---|---|
| 五因子模型(假设模型)PI,IS,RB,FE,PB | 253.281 | 125 | 0.062 | 0.938 | 0.950 |
| 四因子模型一PI + IS,RB,FE,PB | 357.552 | 129 | 0.081 | 0.901 | 0.908 |
| 四因子模型二IS + FE,PI,RB,PB | 478.841 | 129 | 0.100 | 0.840 | 0.860 |
| 三因子模型一PI + IS + RB,FE,PB | 483.833 | 132 | 0.100 | 0.841 | 0.861 |
| 三因子模型二PI + PB,IS + FE,RB | 625.289 | 132 | 0.120 | 0.781 | 0.811 |
| 二因子模型一PI + IS + RB,FE + PB | 619.001 | 134 | 0.121 | 0.782 | 0.811 |
| 二因子模型二RB + FE + PB + PI,IS | 606.412 | 134 | 0.121 | 0.793 | 0.822 |
| 一因子模型PI + IS + RB + FE + PB | 786.046 | 135 | 0.134 | 0.711 | 0.745 |
Tab. 3 Results of CFA
| 模型 Model | χ2 | df | RMSEA | TLI | CFI |
|---|---|---|---|---|---|
| 五因子模型(假设模型)PI,IS,RB,FE,PB | 253.281 | 125 | 0.062 | 0.938 | 0.950 |
| 四因子模型一PI + IS,RB,FE,PB | 357.552 | 129 | 0.081 | 0.901 | 0.908 |
| 四因子模型二IS + FE,PI,RB,PB | 478.841 | 129 | 0.100 | 0.840 | 0.860 |
| 三因子模型一PI + IS + RB,FE,PB | 483.833 | 132 | 0.100 | 0.841 | 0.861 |
| 三因子模型二PI + PB,IS + FE,RB | 625.289 | 132 | 0.120 | 0.781 | 0.811 |
| 二因子模型一PI + IS + RB,FE + PB | 619.001 | 134 | 0.121 | 0.782 | 0.811 |
| 二因子模型二RB + FE + PB + PI,IS | 606.412 | 134 | 0.121 | 0.793 | 0.822 |
| 一因子模型PI + IS + RB + FE + PB | 786.046 | 135 | 0.134 | 0.711 | 0.745 |
| 变量 Variable | 均值 Mean | 标准差 Standard deviation | 人际互动 Personal interaction | 信息分享 Information sharing | 合作行为 Responsible behavior | 沉浸体验 Flow experience | 购买意愿 Purchase intention |
|---|---|---|---|---|---|---|---|
| 人际互动 Personal interaction | 3.23 | 0.88 | 1.000 | ||||
| 信息分享Information sharing | 3.42 | 0.88 | 0.641** | 1.000 | |||
| 合作行为Responsible behavior | 3.62 | 0.78 | 0.394** | 0.527** | 1.000 | ||
| 沉浸体验 Flow experience | 3.33 | 0.77 | 0.562** | 0.533** | 0.416** | 1.000 | |
| 购买意愿 Purchase intention | 3.36 | 0.73 | 0.524** | 0.571** | 0.537** | 0.564** | 1.000 |
Tab. 4 The correlations between constructs,mean and standard deviation
| 变量 Variable | 均值 Mean | 标准差 Standard deviation | 人际互动 Personal interaction | 信息分享 Information sharing | 合作行为 Responsible behavior | 沉浸体验 Flow experience | 购买意愿 Purchase intention |
|---|---|---|---|---|---|---|---|
| 人际互动 Personal interaction | 3.23 | 0.88 | 1.000 | ||||
| 信息分享Information sharing | 3.42 | 0.88 | 0.641** | 1.000 | |||
| 合作行为Responsible behavior | 3.62 | 0.78 | 0.394** | 0.527** | 1.000 | ||
| 沉浸体验 Flow experience | 3.33 | 0.77 | 0.562** | 0.533** | 0.416** | 1.000 | |
| 购买意愿 Purchase intention | 3.36 | 0.73 | 0.524** | 0.571** | 0.537** | 0.564** | 1.000 |
| 假设 Hyposis | 路径 Path | 效应值 Effect size | 标准误 SE | 95%矫正偏差置信区间 Bias-corrected 95% CI | 95%置信区间 Percentile 95% CI | 检验结果 Results | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| 下限 Lower | 上限 Upper | p值 p-value | 下限 Lower | 上限 Upper | p值 p-value | |||||
| H2 | IndD | 0.32 | 0.16 | 0.09 | 0.68 | 0.003 | 0.11 | 0.72 | 0.002 | 支持 |
| H2a | IndA | 0.14 | 0.08 | 0.04 | 0.33 | 0.011 | 0.04 | 0.33 | 0.012 | 支持 |
| H2b | IndB | 0.03 | 0.04 | -0.03 | 0.12 | 0.269 | -0.05 | 0.10 | 0.454 | 不支持 |
| H2c | IndC | 0.05 | 0.05 | -0.01 | 0.17 | 0.118 | -0.01 | 0.17 | 0.138 | 不支持 |
Tab. 5 Bootstrap test of mediation effect(non-standard coefficient)
| 假设 Hyposis | 路径 Path | 效应值 Effect size | 标准误 SE | 95%矫正偏差置信区间 Bias-corrected 95% CI | 95%置信区间 Percentile 95% CI | 检验结果 Results | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| 下限 Lower | 上限 Upper | p值 p-value | 下限 Lower | 上限 Upper | p值 p-value | |||||
| H2 | IndD | 0.32 | 0.16 | 0.09 | 0.68 | 0.003 | 0.11 | 0.72 | 0.002 | 支持 |
| H2a | IndA | 0.14 | 0.08 | 0.04 | 0.33 | 0.011 | 0.04 | 0.33 | 0.012 | 支持 |
| H2b | IndB | 0.03 | 0.04 | -0.03 | 0.12 | 0.269 | -0.05 | 0.10 | 0.454 | 不支持 |
| H2c | IndC | 0.05 | 0.05 | -0.01 | 0.17 | 0.118 | -0.01 | 0.17 | 0.138 | 不支持 |
| 研究假设 Reasearch hypothesis | 标准化路径系数 Standardize path coefficient | t值 t value | P值 P value | 检验结果 Results |
| 研究假设 Reasearch hypothesis | 标准化路径系数 Standardize path coefficient | t值 t-value | p值 p-value | 检验结果 Results |
| H1: 顾客参与→购买意愿 | 部分接受 | |||
| H1a:人际互动→购买意愿 | 0.136 | 1.174 | 0.241 | 拒绝 |
| H1b:信息分享→购买意愿 | 0.145 | 1.362 | 0.173 | 拒绝 |
| H1c:合作行为→购买意愿 | 0.338 | 4.065 | *** | 接受 |
| H2: 顾客参与→沉浸体验 | 部分接受 | |||
| H2a:人际互动→沉浸体验 | 0.549 | 4.783 | *** | 接受 |
| H2b:信息分享→沉浸体验 | 0.105 | 0.900 | 0.368 | 拒绝 |
| H2c:合作行为→沉浸体验 | 0.164 | 1.901 | 0.057 | 拒绝 |
| H3: 沉浸体验→购买意愿 | 0.324 | 3.42 | *** | 接受 |
Tab. 6 The results of the research hypothesis
| 研究假设 Reasearch hypothesis | 标准化路径系数 Standardize path coefficient | t值 t value | P值 P value | 检验结果 Results |
| 研究假设 Reasearch hypothesis | 标准化路径系数 Standardize path coefficient | t值 t-value | p值 p-value | 检验结果 Results |
| H1: 顾客参与→购买意愿 | 部分接受 | |||
| H1a:人际互动→购买意愿 | 0.136 | 1.174 | 0.241 | 拒绝 |
| H1b:信息分享→购买意愿 | 0.145 | 1.362 | 0.173 | 拒绝 |
| H1c:合作行为→购买意愿 | 0.338 | 4.065 | *** | 接受 |
| H2: 顾客参与→沉浸体验 | 部分接受 | |||
| H2a:人际互动→沉浸体验 | 0.549 | 4.783 | *** | 接受 |
| H2b:信息分享→沉浸体验 | 0.105 | 0.900 | 0.368 | 拒绝 |
| H2c:合作行为→沉浸体验 | 0.164 | 1.901 | 0.057 | 拒绝 |
| H3: 沉浸体验→购买意愿 | 0.324 | 3.42 | *** | 接受 |
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