Abstract：The scientific analysis of the mechanism and internal influence of the digital economy on the adjustment and optimization of the tourism industrial structure is an important issue. This analysis is necessary to release the value of the digital economy, improve tourism productivity, and promote the high-quality development of regional economies and societies. A panel data set of 30 provinces in China from 2011 to 2021 was employed to construct an index system for digital economy and tourism industry structure adjustment and optimization. This was followed by the clarification of the spatial and temporal evolution characteristics of the two, as well as the revelation of the influence mechanism of digital economy on tourism industry structure adjustment and optimization. The results indicate that: 1) The development level of the digital economy demonstrates a consistent growth trend, exhibiting the spatial agglomeration characteristics of "eastern > central > northeastern > western." 2) The adjustment and optimization of the tourism industrial structure exhibit a consistent upward trend overall, demonstrating the spatial differentiation characteristics of "eastern > central > western > northeastern." Nevertheless, the development level of the digital economy and the adjustment and optimization of the tourism industry structure are affected by the new coronavirus epidemic, which will decline from 2020 to 2021. 3) The digital economy is positively promoting the adjustment and optimization of the tourism industry structure, and there are regional heterogeneity characteristics. Technological innovation and industrial upgrading have been identified as playing a partial intermediary role and a single threshold effect.
王兆峰, 彭雯, 陈勤昌. 数字经济赋能旅游产业结构调整优化的影响机制研究[J]. 人文地理, 2024, 39(6): 170-182.
WANG Zhao-feng, PENG Wen, CHEN Qin-chang. RESEARCH ON THE INFLUENCE MECHANISM OF DIGITAL ECONOMY ENABLING THE STRUCTURAL ADJUSTMENT AND OPTIMIZATION OF THE TOURISM INDUSTRY. HUMAN GEOGRAPHY, 2024, 39(6): 170-182.
孙盼盼, 林志斌. 数字科技驱动旅游创新发展和居民幸福感提升[J]. 旅游学刊, 2023, 38(6):6-7. [Sun Panpan, Lin Zhibin. Digital technology drives tourism innovation and development and residents' well-being[J]. Tourism Tribune, 2023, 38(6):6-7.]
[2]
吴丹丹, 冯学钢, 马仁锋, 等.数字经济发展对旅游业全要素生产率的非线性效应[J]. 旅游学刊, 2023, 38(2):47-65. [Wu Dandan, Feng Xuegang, Ma Renfeng, et al. Nonlinear effects of digital economy development on tourism total factor productivity[J]. Tourism Tribune, 2023, 38(2):47-65.]
[3]
刘英基, 邹秉坤, 韩元军, 等.数字经济赋能文旅融合高质量发展—— 机理、渠道与经验证据[J]. 旅游学刊, 2023, 38(5):28-41. [Liu Yingji, Zou Bingkun, Han Yuanjun, et al. The digital economy enables highquality cultural tourism integration: Mechanisms, channels, and empirical evidence[J]. Tourism Tribune, 2023, 38(5):28-41.]
[4]
杨勇.数字经济如何重塑区域旅游经济地理空间格局？[J]. 旅游科学, 2022, 36(6):1-19. [Yang Yong. How does digital economy reshape the geographical spatial pattern of regional tourism economy? [J]. Tourism Science, 2022, 36(6):1-19.]
[5]
Tang R. Digital economy and total factor productivity of tourism enterprises in China: The perspective of market competition theory[J]. Current Issues in Tourism, 2024, 27(1):76-91.
[6]
Balsalobre-lorente d, Abbas J, He C, et al. Tourism, urbanization and natural resources rents matter for environmental sustainability: The leading role of AI and ICT on sustainable development goals in the digital era[J/OL]. Resources Policy, 2023, 82:103445. https://doi.org/10.1016/j.resourpol.2023.103445.
[7]
Ma L, Ouyang M. Spatiotemporal heterogeneity of the impact of digital inclusive finance on tourism economic development: Evidence from China[J]. Journal of Hospitality and Tourism Management, 2023, 56:519-531.
[8]
杨秀平, 李秋辰, 王睿.高质量发展下黄河流域旅游产业结构优化研究[J]. 生态经济, 2023, 39(4):129-138. [Yang Xiuping, Li Qiuchen, Wang Rui. Optimization of tourism industrial structure in the Yellow River basin under high quality development[J]. Ecological Economy, 2023, 39(4):129-138.]
[9]
翟姗姗, 查思羽, 郭致怡.面向文旅融合发展的非遗数字化技术体系构建与服务场景创新[J]. 情报科学, 2023, 41(7):32-39. [Zhai Shanshan, Zha Siyu, Guo Zhiyi. Construction of intangible cultural heritage digital technology system and service scenario innovation for the integration of culture and tourism[J]. Information Science, 2023, 41(7):32-39.]
[10]
苏振, 郑应宏, 郭峦.数字经济对旅游业碳排放效率的影响及门槛效应[J]. 中国人口·资源与环境, 2023, 33(8):69-79. [Su Zhen, Zheng Yinghong, Guo Luan. Impact of the digital economy on the carbon efficiency of the tourism industry and its threshold effect[J]. China Population, Resources and Environment, 2023, 33(8):69-79.]
[11]
何玉长, 刘泉林. 数字经济的技术基础、价值本质与价值构成[J]. 深圳大学学报(人文社会科学版), 2021, 38(3):57-66. [He Yuchang, Liu Quanlin. Technology basis, value essence and value composition of digital economy[J]. Journal of Shenzhen University(Humanities & Social Sciences), 2021, 38(3):57-66.]
[12]
黄令, 王亚飞, 伍政兴.数字经济影响制造业高质量发展的实证检验[J]. 统计与决策, 2023, 39(14):22-27. [Huang Ling, Wang Yafei, Wu Zhengxing. Empirical test of impact of digital economy on high-quality development of manufacturing industry[J]. Statistics & Decision, 2023, 39(14):22-27.]
[13]
Liu J, Ren Y. Can digital inclusive finance ensure food security while achieving low-carbon transformation in agricultural development? Evidence from China[J/OL]. Journal of Cleaner Production, 2023, 418:138016. https://doi.org/10.1016/j.jclepro.2023.138016.
[14]
Ran R, Wang X, Wang T, et al. The impact of the digital economy on the servitization of industrial structures: The moderating effect of human capital[J]. Data Science and Management, 2023, 6(3):174-182.
[15]
张夏恒.中小企业数字化转型障碍、驱动因素及路径依赖——基于对377家第三产业中小企业的调查[J]. 中国流通经济, 2020, 34(12):72-82. [Zhang Xiaheng. Obstacles, driving factors and path dependence of digital transformation of small and medium-sized enterprises: An investigation based on the survey of 377 small and medium-sized enterprises in the tertiary industry[J]. China Business and Market, 2020, 34(12):72-82.]
[16]
孙攀, 陈晓峰.长江三角洲地区产业结构升级时空动态评价体系的构建与应用[J]. 南通大学学报(社会科学版), 2021, 37(2):43-53. [Sun Pan, Chen Xiaofeng. Research on the construction and application of the spatio-temporal evaluation system of industrial structure upgrading in the Yangtze River delta[J]. Journal of Nantong University(Social Sciences Edition), 2021, 37(2):43-53.]
[17]
王凯, 何静, 甘畅, 等.中国旅游产业结构变迁对旅游业碳排放效率的空间溢出效应研究[J]. 中国软科学, 2022(12):50-60. [Wang Kai, He Jing, Gan Chang, et al. Study on the spatial spillover effect of China's tourism industrial structure change on tourism carbon emission efficiency[J]. China Soft Science, 2022(12):50-60.]
[18]
张思麒, 刘导波.技术进步视角下中国产业结构高级化格局及影响因素[J]. 经济地理, 2022, 42(5):104-113. [Zhang Siqi, Liu Daobo. Spatial pattern and influencing factors of industrial structure advancement in China based on technological progress[J]. Economic Geography, 2022, 42(5):104-113.]
[19]
唐睿, 王艺源.数字经济驱动文旅产业高质量发展——基于长三角的实证研究[J]. 中国经济问题, 2023(2):165-180. [Tang Rui, Wang Yiyuan. Digital economy drives the high-quality development of the cultural and tourism industry: The empirical test of the Yangtze River delta[J]. China Economic Studies, 2023(2):165-180.]
[20]
赵璐, 刘释疑.我国数字经济时空分异与城市规模分布特征[J]. 城市发展研究, 2022, 29(6):74-84. [Zhao Lu, Liu Shiyi. Projecting the spatial-temporal variation and city size distribution of digital economy in China[J]. Urban Development Studies, 2022, 29(6):74-84.]
[21]
刘宁, 宋秋月, 侯佳佳, 等.中国旅游产业结构变迁及空间网络演进[J]. 地理与地理信息科学, 2020, 36(5):119-127. [Liu Ning, Song Qiuyue, Hou Jiajia, et al. Evolution of tourism industrial structure and spatial network in China[J]. Geography and Geo-Information Science, 2020, 36(5):119-127.]
[22]
闫涛, 陈阳.数字经济对高质量发展的影响——基于中介模型与门槛模型的检验[J]. 经济与管理, 2022, 36(6):1-7. [Yan Tao, Chen Yang. The impact of digital economy on high-quality development: verification based on intermediary model and threshold model[J]. Economy and Management, 2022, 36(6):1-7.]
[23]
袁惠爱, 赵丽红, 岳宏志. 数字经济影响旅游业高质量发展：理论机制与经验证据[J]. 云南财经大学学报, 2023, 39(5):16-31. [Yuan Huiai, Zhao Lihong, Yue Hongzhi. The impact of digital economy on high-quality development of tourism: Theoretical mechanism and empirical evidence[J]. Journal of Yunnan University of Finance and Economics, 2023, 39(5):16-31.]
[24]
赵萱, 魏晓博. 数字经济赋能区域绿色发展的效应与机制研究——基于技术创新和产业升级的中介效应[J]. 西南大学学报(自然科学版), 2023, 45(8):21-30. [Zhao Xuan, Wei Xiaobo. Effect and mechanism of digital economy empowering regional green development: Based on the mesomeric effect of technological innovation and industrial upgrading[J]. Journal of Southwest University(Natural Science Edition), 2023, 45(8):21-30.]
[25]
Spiezia V. Are ICT users more innovative?: An analysis of ICTenabled innovation in OECD firms[J]. OECD Journal: Economic Studies, 2011(1):1-21.
[26]
刘洋, 陈晓东.中国数字经济发展对产业结构升级的影响[J]. 经济与管理研究, 2021, 42(8):15-29. [Liu Yang, Chen Xiaodong. The effect of digital economy on industrial structure upgrade in China[J]. Research on Economics and Management, 2021, 42(8):15-29.]
[27]
王凯, 胡奕, 何静, 等.中国产业结构优化升级对旅游效率的空间溢出效应[J]. 地域研究与开发, 2023, 42(4):7-13. [Wang Kai, Hu Yi, He Jing, et al. Spatial spillover effects of China's industrial structure upgrading on tourism efficiency[J]. Areal Research and Development, 2023, 42(4):7-13.]
[28]
赵涛, 张智, 梁上坤. 数字经济、创业活跃度与高质量发展——来自中国城市的经验证据[J]. 管理世界, 2020, 36(10):65-76. [Zhao Tao, Zhang Zhi, Liang Shangkun. Digital economy, entrepreneurship, and high-quality economic development: Empirical evidence from urban China[J]. Journal of Management World, 2020, 36(10): 65-76.]
[29]
陈晓红, 李杨扬, 宋丽洁, 等.数字经济理论体系与研究展望[J]. 管理世界, 2022, 38(2):208-224, 13-16. [Chen Xiaohong, Li Yangyang, Song Lijie, et al. Theoretical framework and research prospect of digital economy[J]. Journal of Management World, 2022, 38(2):208-224, 13-16.]
[30]
Tang H, Cai C, Xu C. Does the digital economy improve urban tourism development? An examination of the Chinese case[J/OL]. Sustainability, 2022, 14(23):15708. https://doi.org/10.3390/su142315708.
[31]
戴魁早, 黄姿, 王思曼. 数字经济促进了中国服务业结构升级吗? [J]. 数量经济技术经济研究, 2023, 40(2): 90-112. [Dai Kuizao, Huang Zi, Wang Siman. Does the digital economy promote the structural upgrading of the Chinese service industry?[J]. Journal of Quantitative & Technological Economics, 2023, 40(2):90-112.]
[32]
麻学锋, 赵洁.旅游产业集聚对民生福利的影响研究——以湘西地区为例[J]. 地理科学进展, 2023, 42(8):1486-1500. [Ma Xuefeng, Zhao Jie. Impact of tourism industry agglomeration on livelihood and welfare: A case study of Western Hunan[J]. Progress in Geography, 2023, 42(8):1486-1500.]
[33]
Gebremeskel B K, Jonathan G M, Yalew S D. Information security challenges during digital transformation[J]. Procedia Computer Science, 2023, 219:44-51.
[34]
温忠麟, 张雷, 侯杰泰, 等.中介效应检验程序及其应用[J]. 心理学报, 2004(5):614-620. [Wen Zhonglin, Zhang Lei, Hou Jietai, et al. Testing and application of the mediating effects[J]. Acta Psychologica Sinica, 2004(5):614-620.]
[35]
Hansen B E. Threshold effects in non-dynamic panels: Estimation, testing, and inference[J]. Journal of Econometrics, 1999, 93(2):345-368.
[36]
徐杰, 魏敏, 杨翼飞.中国旅游产业升级水平的测度分析[J]. 统计与决策, 2021, 37(6):130-133. [Xu Jie, Wei Min, Yang Yifei. Measurement analysis of the upgrading level of China's tourism industry[J]. Statistics & Decision, 2021, 37(6):130-133.]
[37]
王兆峰, 谢佳亮.中国旅游产业组织的时空耦合关系及影响因素[J]. 地理学报, 2023, 78(4):961-979. [Wang Zhaofeng, Xie Jialiang. Spatiotemporal coupling relationship and influencing factors of China's tourism industry organization[J]. Acta Geographica Sinica, 2023, 78(4):961-979.]
[38]
王兆峰, 张先甜.中国省域旅游发展与民生福祉的动态响应及协调效应研究[J]. 旅游科学, 2023, 37(3):1-19. [Wang Zhaofeng, Zhang Xiantian. A research on the dynamic response and coordination effect of provincial tourism development and the residents' wellbeing in China[J]. Tourism Science, 2023, 37(3):1-19.]
[39]
付文宇, 李彦, 赵景峰. 数字经济如何赋能中国制造业优化升级? [J]. 经济问题探索, 2022(11):128-142. [Fu Wenyu, Li Yan, Zhao Jingfeng. How can the digital economy enable the optimization and upgrading of China's manufacturing industry?[J]. Inquiry into Economic Issues, 2022(11):128-142.]
[40]
杨利, 李梦含, 张名杰, 等.数字经济赋能文旅融合的影响机制与门槛效应研究[J]. 统计与决策, 2023, 39(12): 29-34. [Yang Li, Li Menghan, Zhang Mingjie, et al. Research on the influence mechanism and threshold effect of digital economy enabling the integration of culture and tourism[J]. Statistics & Decision, 2023, 39(12): 29-34.]
[41]
冀雁龙, 李金叶.数字技术与中国旅游全要素生产率——基于非线性与异质性的考量[J]. 技术经济与管理研究, 2022(11):107-112. [Ji Yanlong, Li Jinye. Digital technology and tourism total factor productivity in China: A nonlinear study with heterogeneous consideration[J]. Journal of Technical Economics & Management, 2022(11):107-112.]
[42]
黄群慧, 余泳泽, 张松林. 互联网发展与制造业生产率提升：内在机制与中国经验[J]. 中国工业经济, 2019(8):5-23. [Huang Qunhui, Yu Yongze, Zhang Songlin. Internet development and productivity growth in manufacturing industry: Internal mechanism and China experiences[J]. China Industrial Economics, 2019(8):5-23.]
[43]
Nunn N, Qian N. US food aid and civil conflict[J]. American Economic Review, 2014, 104(6):1630-1666.
张大钊, 赵振斌, 高杨.大数据表征下的旅游：研究视角与话题[J]. 人文地理, 2023, 38(4):26-33, 130. [Zhang Dazhao, Zhao Zhenbin, Gao Yang. Representation of big data in tourism research: Perspectives and topics[J]. Human Geography, 2023, 38(4):26-33, 130.]
[46]
钟韵, 秦嫣然.高质量发展视角下产业协同集聚研究进展[J]. 人文地理, 2023, 38(4):1-8, 120. [Zhong Yun, Qin Yanran. Progress of research on industrial co-agglomeration from the perspective of highquality development[J]. Human Geography, 2023, 38(4):1-8, 120.]
