Tourism and Hospitality Prospects ›› 2025, Vol. 9 ›› Issue (6): 73-91.DOI: 10.12054/lydk.bisu.300
• Research Paper • Previous Articles Next Articles
Received:2025-02-04
Revised:2025-09-23
Online:2025-12-30
Published:2026-01-29
通讯作者:
黄安民(1965— ),男,福建厦门人,博士,华侨大学旅游学院教授、博士生导师,研究方向为区域文旅发展战略, E-mail:huanganmin@126.com。作者简介:殷紫燕(1995— ),女,河北秦皇岛人,博士,华侨大学旅游学院博士研究生,研究方向为数字文旅。
CLC Number:
YIN Ziyan, HUANG Anmin. The Impact of Digital Economy on Cultural and Tourism Industry Integration[J]. Tourism and Hospitality Prospects, 2025, 9(6): 73-91.
殷紫燕, 黄安民. 数字经济对文化和旅游产业融合的影响效应[J]. 旅游导刊, 2025, 9(6): 73-91.
| 一级指标 Primary indicators | 二级指标 Secondary indicators | |
|---|---|---|
| 文化产业 | 文化产业要素水平 | 文物业藏品数 |
| 拥有公共图书馆数 | ||
| 拥有博物馆数 | ||
| 文化产业绩效水平 | 文化市场经营机构营业收入 | |
| 文化事业经费 | ||
| 博物馆接待参观人数 | ||
| 艺术表演场馆观众人数 | ||
| 旅游产业 | 旅游产业要素水平 | A级旅游景区数 |
| 拥有星级酒店数 | ||
| 拥有旅行社数 | ||
| 旅游产业绩效水平 | 旅游总收入 | |
| 旅行社营业收入 | ||
| 星级酒店营业收入 | ||
| 国内旅游人次 |
Tab. 1 Evaluation system for cultural and tourism industries
| 一级指标 Primary indicators | 二级指标 Secondary indicators | |
|---|---|---|
| 文化产业 | 文化产业要素水平 | 文物业藏品数 |
| 拥有公共图书馆数 | ||
| 拥有博物馆数 | ||
| 文化产业绩效水平 | 文化市场经营机构营业收入 | |
| 文化事业经费 | ||
| 博物馆接待参观人数 | ||
| 艺术表演场馆观众人数 | ||
| 旅游产业 | 旅游产业要素水平 | A级旅游景区数 |
| 拥有星级酒店数 | ||
| 拥有旅行社数 | ||
| 旅游产业绩效水平 | 旅游总收入 | |
| 旅行社营业收入 | ||
| 星级酒店营业收入 | ||
| 国内旅游人次 |
| 一级指标 Primary indicators | 二级指标 Secondary indicators | |
|---|---|---|
| 数字经济 | 数字化基础设施 | 互联网宽带接入率 |
| 互联网宽带普及率 | ||
| 移动电话交换机容量 | ||
| 长途光缆线路长度 | ||
| 网页数 | ||
| 域名数 | ||
| 数字产业化 | 人均电信业务总量 | |
| 移动电话普及率 | ||
| 信息传输、软件和信息技术服务业法人单位数 | ||
| 信息软件业就业人员占比 | ||
| 产业数字化 | 北京大学数字普惠金融指数 | |
| 有电子商务交易活动的企业数比重 | ||
| 电子商务销售额 | ||
| 每百家企业拥有网站数 | ||
| 二、三产业增加值 | ||
| 规模以上工业企业R&D经费 | ||
| 快递量 |
Tab. 2 Evaluation system for digital economy
| 一级指标 Primary indicators | 二级指标 Secondary indicators | |
|---|---|---|
| 数字经济 | 数字化基础设施 | 互联网宽带接入率 |
| 互联网宽带普及率 | ||
| 移动电话交换机容量 | ||
| 长途光缆线路长度 | ||
| 网页数 | ||
| 域名数 | ||
| 数字产业化 | 人均电信业务总量 | |
| 移动电话普及率 | ||
| 信息传输、软件和信息技术服务业法人单位数 | ||
| 信息软件业就业人员占比 | ||
| 产业数字化 | 北京大学数字普惠金融指数 | |
| 有电子商务交易活动的企业数比重 | ||
| 电子商务销售额 | ||
| 每百家企业拥有网站数 | ||
| 二、三产业增加值 | ||
| 规模以上工业企业R&D经费 | ||
| 快递量 |
| 变量 Variable | 变量描述说明 Variable description explanation | 均值 Mean value | 标准差 Standard deviation | 最小值Minimumvalue | 最大值Maximum value |
|---|---|---|---|---|---|
| 文化和旅游 产业融合度 | 文化和旅游产业 耦合协调度 | 0.238 | 0.131 | 0.100 | 0.945 |
| 数字经济 | 数字经济发展水平 | 0.136 | 0.111 | 0.017 | 0.702 |
| 创新能力 | 专利申请授权量标准化 | 0.104 | 0.146 | 0.000 | 1.000 |
| 市场需求 | 文化市场经营机构营业 收入及旅游总收入之和 标准化 | 0.037 | 0.113 | 0.000 | 1.000 |
| 恩格尔系数 | 恩格尔系数标准化 | -0.000 | 1.000 | -2.077 | 3.945 |
| 人口规模 | 城市人口密度标准化 | 0.014 | 1.007 | -2.529 | 1.728 |
| 经济发展水平 | 人均国内生产总值标准化 | -0.000 | 1.000 | -1.313 | 4.176 |
| 对外开放程度 | 经营单位所在地进出口 总额标准化 | -0.000 | 1.000 | -0.622 | 4.784 |
Tab. 3 Descriptive statistics of variables
| 变量 Variable | 变量描述说明 Variable description explanation | 均值 Mean value | 标准差 Standard deviation | 最小值Minimumvalue | 最大值Maximum value |
|---|---|---|---|---|---|
| 文化和旅游 产业融合度 | 文化和旅游产业 耦合协调度 | 0.238 | 0.131 | 0.100 | 0.945 |
| 数字经济 | 数字经济发展水平 | 0.136 | 0.111 | 0.017 | 0.702 |
| 创新能力 | 专利申请授权量标准化 | 0.104 | 0.146 | 0.000 | 1.000 |
| 市场需求 | 文化市场经营机构营业 收入及旅游总收入之和 标准化 | 0.037 | 0.113 | 0.000 | 1.000 |
| 恩格尔系数 | 恩格尔系数标准化 | -0.000 | 1.000 | -2.077 | 3.945 |
| 人口规模 | 城市人口密度标准化 | 0.014 | 1.007 | -2.529 | 1.728 |
| 经济发展水平 | 人均国内生产总值标准化 | -0.000 | 1.000 | -1.313 | 4.176 |
| 对外开放程度 | 经营单位所在地进出口 总额标准化 | -0.000 | 1.000 | -0.622 | 4.784 |
| 变量 Variable | (1) | (2) |
|---|---|---|
| 数字经济 | 0.525*** (7.39) | 0.499*** (6.19) |
| 人口规模 | -0.002 (-0.52) | |
| 经济发展水平 | 0.114*** (10.25) | |
| 恩格尔系数 | -0.000 (-0.06) | |
| 对外开放程度 | -0.118*** (-6.74) | |
| 常数项 | 0.185*** (20.43) | 0.257*** (16.79) |
| N | 341 | 341 |
| R2 | 0.335 | 0.548 |
Tab. 4 Regression results of digital economy on the integrated development of cultural and tourism industries
| 变量 Variable | (1) | (2) |
|---|---|---|
| 数字经济 | 0.525*** (7.39) | 0.499*** (6.19) |
| 人口规模 | -0.002 (-0.52) | |
| 经济发展水平 | 0.114*** (10.25) | |
| 恩格尔系数 | -0.000 (-0.06) | |
| 对外开放程度 | -0.118*** (-6.74) | |
| 常数项 | 0.185*** (20.43) | 0.257*** (16.79) |
| N | 341 | 341 |
| R2 | 0.335 | 0.548 |
| 变量 Variable | (1) | (2) | ||
|---|---|---|---|---|
| 创新能力Innovation ability | 文化和旅游产业融合度 Integration degree of cultural and tourism industries | 市场需求 Market demand | 文化和旅游产业融合度 Integration degree of cultural and tourism industries | |
| 数字经济 | 0.836*** (8.050) | 0.333*** (3.860) | 0.843*** (5.710) | 0.279*** (3.740) |
| 创新能力 | 0.120*** (4.540) | |||
| 市场需求 | 0.260*** (9.320) | |||
| 经济发展水平 | 0.010 (0.690) | 0.110*** (10.400) | 0.178*** (8.730) | 0.068*** (6.160) |
| 恩格尔系数 | -0.001 (-0.150) | -0.000 (-0.020) | 0.010 (0.770) | -0.003 (-0.480) |
| 人口规模 | 0.002 (0.460) | -0.003 (-0.066) | 0.003 (0.450) | -0.003 (-0.840) |
| 对外开放程度 | -0.159*** (-7.050) | -0.086*** (-4.720) | 0.219*** (4.370) | -0.088*** (-5.610) |
| 常数项 | 0.012 (0.610) | 0.247*** (17.160) | 0.048* (1.760) | 0.237*** (-7.160) |
| N | 341 | 341 | 341 | 341 |
| R2 | 0.390 | 0.578 | 0.436 | 0.651 |
Tab. 5 Results of stepwise mediation effect test
| 变量 Variable | (1) | (2) | ||
|---|---|---|---|---|
| 创新能力Innovation ability | 文化和旅游产业融合度 Integration degree of cultural and tourism industries | 市场需求 Market demand | 文化和旅游产业融合度 Integration degree of cultural and tourism industries | |
| 数字经济 | 0.836*** (8.050) | 0.333*** (3.860) | 0.843*** (5.710) | 0.279*** (3.740) |
| 创新能力 | 0.120*** (4.540) | |||
| 市场需求 | 0.260*** (9.320) | |||
| 经济发展水平 | 0.010 (0.690) | 0.110*** (10.400) | 0.178*** (8.730) | 0.068*** (6.160) |
| 恩格尔系数 | -0.001 (-0.150) | -0.000 (-0.020) | 0.010 (0.770) | -0.003 (-0.480) |
| 人口规模 | 0.002 (0.460) | -0.003 (-0.066) | 0.003 (0.450) | -0.003 (-0.840) |
| 对外开放程度 | -0.159*** (-7.050) | -0.086*** (-4.720) | 0.219*** (4.370) | -0.088*** (-5.610) |
| 常数项 | 0.012 (0.610) | 0.247*** (17.160) | 0.048* (1.760) | 0.237*** (-7.160) |
| N | 341 | 341 | 341 | 341 |
| R2 | 0.390 | 0.578 | 0.436 | 0.651 |
| 变量 Variable | 东部地区 Eastern region | 中部地区 Central region | 西部地区 Western region | 东北地区 Northeast region |
|---|---|---|---|---|
| 数字经济 | 0.422** (2.86) | 0.217 (0.94) | 0.807** (3.48) | -2.926 (-2.10) |
| 人口规模 | -0.004 (-0.21) | -0.006 (-1.22) | -0.004 (-1.4) | 0.005 (0.28) |
| 经济发展水平 | 0.122*** (5.33) | 0.039 (1.57) | 0.025 (1.64) | 0.281 (1.61) |
| 恩格尔系数 | -0.004 (-0.13) | -0.021 (-1.69) | -0.001 (-0.36) | -0.019 (-0.48) |
| 对外开放程度 | -0.130*** (-3.65) | 0.066 (0.75) | -0.158** (-3.51) | -0.079 (-0.22) |
| 常数项 | 0.346*** (6.45) | 0.292*** (5.40) | 0.089* (2.62) | 0.523 (2.91)* |
| N | 110 | 66 | 132 | 33 |
| R2 | 0.615 | 0.749 | 0.592 | 0.714 |
Tab. 6 Regional heterogeneity test results
| 变量 Variable | 东部地区 Eastern region | 中部地区 Central region | 西部地区 Western region | 东北地区 Northeast region |
|---|---|---|---|---|
| 数字经济 | 0.422** (2.86) | 0.217 (0.94) | 0.807** (3.48) | -2.926 (-2.10) |
| 人口规模 | -0.004 (-0.21) | -0.006 (-1.22) | -0.004 (-1.4) | 0.005 (0.28) |
| 经济发展水平 | 0.122*** (5.33) | 0.039 (1.57) | 0.025 (1.64) | 0.281 (1.61) |
| 恩格尔系数 | -0.004 (-0.13) | -0.021 (-1.69) | -0.001 (-0.36) | -0.019 (-0.48) |
| 对外开放程度 | -0.130*** (-3.65) | 0.066 (0.75) | -0.158** (-3.51) | -0.079 (-0.22) |
| 常数项 | 0.346*** (6.45) | 0.292*** (5.40) | 0.089* (2.62) | 0.523 (2.91)* |
| N | 110 | 66 | 132 | 33 |
| R2 | 0.615 | 0.749 | 0.592 | 0.714 |
| 变量 Variable | 数字经济 Digital economy | 文化和旅游产业融合度 Integration degree of cultural and tourism industries |
|---|---|---|
| 数字经济 | 1.358*** (3.99) | |
| 数字经济滞后二期 | 0.218*** (5.36) | |
| 经济发展水平 | 0.065*** (8.75) | -0.064** (-2.07) |
| 人口规模 | -0.004 (-0.91) | -0.003 (-0.34) |
| 恩格尔系数 | -0.008* (-2.19) | 0.012 (1.59) |
| 对外开放程度 | 0.126** (3.44) | -0.187*** (-3.08) |
| N | 341 | 341 |
| F值 | 28.74 | 13.59 |
| Kleibergen-Paap rk LM | 9.126[0.002] | |
| Cragg-Donald Wald F | 45.858 | |
| Hansen J | 0.00 |
Tab. 7 Results of endogeneity test
| 变量 Variable | 数字经济 Digital economy | 文化和旅游产业融合度 Integration degree of cultural and tourism industries |
|---|---|---|
| 数字经济 | 1.358*** (3.99) | |
| 数字经济滞后二期 | 0.218*** (5.36) | |
| 经济发展水平 | 0.065*** (8.75) | -0.064** (-2.07) |
| 人口规模 | -0.004 (-0.91) | -0.003 (-0.34) |
| 恩格尔系数 | -0.008* (-2.19) | 0.012 (1.59) |
| 对外开放程度 | 0.126** (3.44) | -0.187*** (-3.08) |
| N | 341 | 341 |
| F值 | 28.74 | 13.59 |
| Kleibergen-Paap rk LM | 9.126[0.002] | |
| Cragg-Donald Wald F | 45.858 | |
| Hansen J | 0.00 |
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