中国旅游新质生产力发展时空演化特征与驱动因素

doi:10.12118/j.issn.1000－6060.2025.291

Abstract

Abstract:

Accelerating the development of tourism new quality productivity is an effective pathway to achieve high-quality growth in the tourism industry. Based on panel data from 30 provinces (autonomous regions and municipalities)(excluding Xizang, Hong Kong, Macao, and Taiwan) in China from 2011 to 2023, this study constructs an evaluation index system for the development level of tourism new quality productivity from four dimensions: high technology, high efficiency, high-quality, and green sustainability, using a comprehensive evaluation method, the Dagum Gini coefficient, and dynamic qualitative comparative analysis to explore the spatiotemporal characteristics and driving mechanisms. The results reveal that (1) The development level of tourism new quality productivity exhibited an overall growing trend across provinces (autonomous regions and municipalities) in China from 2011 to 2023, but with significant regional disparities, that is, the eastern region led, followed by the central region, whereas the western and northeastern regions lagged behind. (2) From the “12^th Five-Year Plan” to the early stage of the “14^th Five-Year Plan”, the development gap in tourism new quality productivity among the eastern, central, western, and northeastern regions narrowed continuously, although intra-regional differences remained pronounced. (3) Economic developmental level and technological advancement were identified as major influencing factors in the development of tourism new quality productivity, forming multiple driving patterns, including economic-market-and-policy drivers. The findings provide practical guidance for enhancing the development of tourism new quality productivity across regions and achieving high-quality development.

Key words: tourism new quality productivity, development level, driving factors, dynamic QCA

LIU Fajian, LIANG Wanxin, HUANG Chaoqun, LI Songyuan, ZHANG Bohan. Spatiotemporal evolution characteristics and driving factors of tourism new quality productivity development in China[J].Arid Land Geography, 2026, 49(3): 429-439.

Figures/Tables 7

Fig. 1

Tab. 1

Measurement indicators for the development level of tourism new quality productivity"

准则层	要素层	指标层	指标说明	属性
旅游高科技	创新投入	旅游业R&D经费	全社会R&D经费数额×旅游业产值占GDP比重	+
	创新投入	从事旅游R&D人员数	R&D人员数×旅游业产值占GDP比重	+
	创新产出	旅游产业劳动生产率	旅游总收入/旅游直接从业人员数	+
		旅游资本生产率	旅游总收入/旅游固定资产投资	+
		旅游专利授权数	专利授权数×旅游业产值占GDP比重	+
旅游高效能	产业结构	旅游产业结构合理化指数	泰尔指数	-
	产业结构	旅游产业结构高级化指数	第三产业产值/第二产业产值	+
	数字基础	光缆线路长度	光缆铺设总长度	+
		互联网宽带接入端口数	互联网普及情况	+
		移动电话普及率	电话普及情况	+
	生产效率	旅游全要素生产率	全要素生产率指数	+
旅游高质量	供给质量	旅行社供给	旅行社数量	+
		旅游景区供给	高级别景区数量	+
		四星级和五星级的饭店数量	四星级和五星级酒店之和	+
		交通供给	铁路网络密度+公路网络密度	+
	人才质量	人才培养机构	旅游院校数	+
	人才质量	人才培养规模	旅游院校在校学生数	+
	体验质量	游客满意度	网络关注度（百度指数）	+
旅游绿色化	环境污染	旅游产业废气排放量	废气排放量与旅游收入占GDP比重的乘积	-
		旅游产业废水排放量	废水排放量与旅游收入占GDP比重的乘积	-
		旅游产业固体废物排放量	废物排放量与旅游收入占GDP比重的乘积	-
	环境保护	人均公园绿地面积	公园绿地面积人均占有量	+
	环境保护	建成区绿地覆盖率	绿化覆盖面积占建成区的百分比	+
	环境治理	生活垃圾无害化处理率	生活垃圾无害化处理能力	+
		污水处理率	污水处理能力	+
		环保投资率	环保投资占地区GDP的比重	+

Tab. 1

Fig. 2

Fig. 3

Fig. 4

Tab. 2

Tab. 3

References 35

[1]	李志远, 夏赞才. 长江经济带旅游业高质量发展水平测度及失配度时空格局探究[J]. 南京师大学报(自然科学版), 2021, 44(4): 33-42.
	[Li Zhiyuan, Xia Zancai. The measurement of high-quality development level of tourism and the spatial-temporal pattern of mismatch degree in the Yangtze River Economic Belt[J]. Journal of Nanjing Normal University (Natural Science Edition), 2021, 44(4): 33-42.]
[2]	李军, 刘帅芳, 周碧蕾. 新时代协同治理与创新视角下粤澳文旅高质量融合发展的路径探赜[J]. 旅游学刊, 2024, 39(12): 4-7.
	[Li Jun, Liu Shuaifang, Zhou Bilei. Exploring the path to high-quality integrated development of Guangdong-Macao cultural and tourism from the perspective of collaborative governance and innovation in the new era[J]. Tourism Tribune, 2024, 39(12): 4-7.]
[3]	厉新建, 曾博伟, 张辉, 等. 新质生产力与旅游业高质量发展[J]. 旅游学刊, 2024, 39(5): 15-29.
	[Li Xinjian, Zeng Bowei, Zhang Hui, et al. New quality productive forces and high-quality development in tourism: Problems, cognition and optimization direction[J]. Tourism Tribune, 2024, 39(5): 15-29.]
[4]	任保平, 豆渊博. 新质生产力: 文献综述与研究展望[J]. 经济与管理评论, 2024, 40(3): 5-16.
	[Ren Baoping, Dou Yuanbo. New quality productivity: Literature review and research outlook[J]. Review of Economy and Management, 2024, 40(3): 5-16.]
[5]	余正勇. 旅游业新质生产力: 概念内涵、价值意蕴及培育路径[J]. 燕山大学学报(哲学社会科学版), 2024, 25(4): 61-68, 96.
	[Yu Zhengyong. Restraining mechanism of responsible leadership to silent behavior of civil servants: Mediating regulation model from the perspective of social identity[J]. Journal of Yanshan University (Philosophy and Social Science Edition), 2024, 25(4): 61-68, 96.]
[6]	杨勇. 旅游新质生产力: 供需特质、创新取向与新旧之辨[J]. 旅游导刊, 2024, 8(3): 48-57. doi: 10.12054/lydk.bisu.269
	[Yang Yong. New quality productive forces of tourism: Supply and demand characteristics, innovation orientation, and the debate over the old and the new[J]. Tourism and Hospitality Prospects, 2024, 8(3): 48-57.]
[7]	孙九霞, 王钰宁. 数智力视角下的新质生产力与新质旅游目的地塑造[J]. 地理科学, 2025, 45(1): 70-81. doi: 10.13249/j.cnki.sgs.20240652
	[Sun Jiuxia, Wang Yuning. New quality productive forces and the shaping of new quality tourism destinations in the perspective of digital intelligence[J]. Geographical Science, 2025, 45(1): 70-81.]
[8]	谢晓如, 朱竑, 胡蕊纯, 等. 旅游新质生产力及其对地方的作用机制——基于视频化社交媒体场域的案例研究[J]. 地理科学, 2025, 45(1): 92-105. doi: 10.13249/j.cnki.sgs.20240655
	[Xie Xiaoru, Zhu Hong, Hu Ruichun, et al. New quality productive force of tourism and its mechanism on place: A case study of the field of video-based social media[J]. Geographical Science, 2025, 45(1): 92-105.]
[9]	杨建春, 李开潮. 新质生产力赋能旅游业高质量发展: 理论逻辑与实践路径[J]. 云南民族大学学报(哲学社会科学版), 2024, 41(6): 139-146.
	[Yang Jianchun, Li Kaichao. New-quality productivity empowering the high-quality of tourism: Theoretical logic and practical approaches[J]. Journal of Yunnan Minzu University (Philosophy and Social Sciences Edition), 2024, 41(6): 139-146.]
[10]	王金伟, 陆林, 王兆峰, 等. 新质生产力赋能旅游业高质量发展: 理论内涵与科学问题[J]. 自然资源学报, 2024, 39(7): 1643-1663. doi: 10.31497/zrzyxb.20240709
	[Wang Jinwei, Lu Lin, Wang Zhaofeng, et al. Empowering the high-quality development of tourism with new quality productive forces[J]. Journal of Natural Resources, 2024, 39(7): 1643-1663.] doi: 10.31497/zrzyxb.20240709
[11]	朱怡婷, 梁桂仙, 周春山, 等. 新疆文旅新质生产力发展时空演变特征与驱动因素[J]. 干旱区地理, 2026, 49(1): 128-139. doi: 10.12118/j.issn.1000-6060.2024.785
	[Zhu Yiting, Liang Guixian, Zhou Chunshan, et al. Spatio-temporal evolution characteristics and driving factors of new quality productive forces development of cultural tourism in Xinjiang[J]. Arid Land Geography, 2026, 49(1): 128-139. doi: 10.12118/j.issn.1000-6060.2024.785
[12]	王明月, 陈大恩. 新质生产力助推新能源产业高质量发展的理论逻辑与创新路径[J]. 中州学刊, 2024(12): 39-46.
	[Wang Mingyue, Chen Daen. The theoretical logic and innovation path of new quality productivity promoting high-quality development of new energy industry[J]. Academic Journal of Zhongzhou, 2024(12): 39-46.]
[13]	刘沛林, 徐硕. 文旅新质生产力: 内涵审视、支撑向度与实践路径[J]. 旅游导刊, 2024, 8(3): 34-47. doi: 10.12054/lydk.bisu.274
	[Liu Peilin, Xu Shuo. New quality productive forces of cultural tourism: Connotation review, support dimensions, and practical path[J]. Tourism and Hospitality Prospects, 2024, 8(3): 34-47.]
[14]	田小波. 黄河流域城市旅游业高质量发展水平测度与空间格局特征[J]. 干旱区地理, 2025, 48(9): 1660-1671. doi: 10.12118/j.issn.1000-6060.2024.103
	[Tian Xiaobo. Measurement and spatial pattern characteristics of high-quality development level of urban tourism in the Yellow River Basin[J]. Arid Land Geography, 2025, 48(9): 1660-1671.] doi: 10.12118/j.issn.1000-6060.2024.103
[15]	蒋永穆, 乔张媛. 新质生产力发展评价指标体系构建[J]. 经济体制改革, 2024(3): 5-15.
	[Jiang Yongmu, Qiao Zhangyuan. Construction of evaluation index system for new quality productive forces development[J]. Reform of Economic System, 2024(3): 5-15.]
[16]	李旭辉, 陈梦伟, 王经伟. 省域数字化与绿色化协同发展评价、时空特征及其影响因素[J]. 经济地理, 2024, 44(7): 126-134. doi: 10.15957/j.cnki.jjdl.2024.07.013
	[Li Xuhui, Chen Mengwei, Wang Jingwei. Evaluation, spatiotemporal characteristics and influencing factors of collaborative development between digitalization and greenization at the provincial level[J]. Economic Geography, 2024, 44(7): 126-134.] doi: 10.15957/j.cnki.jjdl.2024.07.013
[17]	申鹏鹏, 周年兴, 张允翔, 等. 基于DEA-Malmquist指数二次分解模型的江苏省旅游产业效率时空演变及影响因素[J]. 长江流域资源与环境, 2018, 27(1): 53-62.
	[Shen Pengpeng, Zhou Nianxing, Zhang Yunxiang, et al. Spatio-temporal evolution and influencing factors of tourism industry efficiency in Jiangsu Province based on DEA-malmquist index secondary decomposition model[J]. Resources and Environment in the Yangtze Basin, 2018, 27(1): 53-62.]
[18]	刘春济, 冯学钢, 高静. 中国旅游产业结构变迁对旅游经济增长的影响[J]. 旅游学刊, 2014, 29(8): 37-49.
	[Liu Chunji, Feng Xuegang, Gao Jing. Changes in the structure of the tourism industry and their effect on the growth of the tourism economy in China[J]. Tourism Tribune, 2014, 29(8): 37-49.]
[19]	查建平, 钱醒豹, 赵倩倩, 等. 中国旅游全要素生产率及其分解研究[J]. 资源科学, 2018, 40(12): 2461-2474. doi: 10.18402/resci.2018.12.13
	[Cha Jianping, Qian Xingbao, Zhao Qianqian, et al. Estimation and decomposition of total factors productivity of China’s tourism[J]. Resources Science, 2018, 40(12): 2461-2474.] doi: 10.18402/resci.2018.12.13
[20]	张凌云. 困境与超越: 旅游统计问题的几点思考[J]. 旅游学刊, 2016, 31(4): 20-22.
	[Zhang Lingyun. Dilemma and transcendence: Reflections on tourism statistics issues[J]. Tourism Tribune, 2016, 31(4): 20-22.]
[21]	生延超, 吴昕阳. 游客满意度的网络关注度演变及空间差异[J]. 经济地理, 2019, 39(2): 232-240. doi: 10.15957/j.cnki.jjdl.2019.02.028
	[Sheng Yanchao, Wu Xinyang. Temporal and spatial characteristics of network attention on tourist satisfaction in China[J]. Economic Geography, 2019, 39(2): 232-240.] doi: 10.15957/j.cnki.jjdl.2019.02.028
[22]	项久雨. 美好生活与人的现代化[J]. 马克思主义研究, 2025(3): 30-38, 150-151.
	[Xiang Jiuyu. Better life and the modernization of human[J]. Studies on Marxism, 2025(3): 30-38, 150-151.]
[23]	任以胜, 侯颖, 陆林. 中国式现代化建设中文旅深度融合的理论内涵与研究框架[J]. 自然资源学报, 2025, 40(4): 1068-1083. doi: 10.31497/zrzyxb.20250412
	[Ren Yisheng, Hou Ying, Lu Lin. Theoretical connotation and research framework of deep integration of culture and tourism in Chinese-style modernization construction[J]. Journal of Natural Resources, 2025, 40(4): 1068-1083.] doi: 10.31497/zrzyxb.20250412
[24]	刘佳, 宋秋月. 中国旅游产业绿色创新效率的空间网络结构与形成机制[J]. 中国人口·资源与环境, 2018, 28(8): 127-137.
	[Liu Jia, Song Qiuyue. Space network structure and formation mechanism of green innovation efficiency of tourism industry in China[J]. China Population, Resources and Environment, 2018, 28(8): 127-137.]
[25]	孙超, 武普照, 丁文文. 政府环境治理对区域创新的影响研究[J]. 南开经济研究, 2022(12): 187-208.
	[Sun Chao, Wu Puzhao, Ding Wenwen. Study on the impact of government environmental governance on regional innovation level: And discuss the incentive and competition of environmental governance of local officials[J]. Nankai Economic Studies, 2022(12): 187-208.]
[26]	吴忠, 关娇, 何江. 最低工资标准测算实证研究——基于CRITIC-熵权法客观赋权的动态组合测算[J]. 当代经济科学, 2019, 41(3): 103-117.
	[Wu Zhong, Guan Jiao, He Jiang. An empirical study on the calculation of minimum wage standard-dynamic combination calculation based on objective weight of CRITIC-entropy weight method[J]. Modern Economic Science, 2019, 41(3): 103-117.]
[27]	Dagum C. A new approach to the decomposition of the Gini income inequality ratio[J]. Empirical Economics, 1997, 22: 515-531. doi: 10.1007/BF01205777
[28]	荆玲玲, 黄慧丽. 时空双维下数字创新生态系统对区域创新能力的激发与影响研究——基于省域面板数据的动态QCA分析[J]. 科技进步与对策, 2024, 41(16): 13-23.
	[Jing Lingling, Huang Huili. The stimulation and impact of digital innovation ecosystem on regional innovation capability in two dimensions of time and space: A dynamic QCA analysis based on provincial panel data[J]. Science & Technology Progress and Policy, 2024, 41(16): 13-23.]
[29]	方恺, 何坚坚, 张佳琪. 博台线作为中国区域发展均衡线的佐证分析——以城市温室气体排放为例[J]. 地理学报, 2021, 76(12): 3090-3102. doi: 10.11821/dlxb202112015
	[Fang Kai, He Jianjian, Zhang Jiaqi. Analysis of the Bole-Taipei line as the divide for regional coordinated development: Evidence from greenhouse gas emissions of Chinese cities[J]. Acta Geographica Sinica, 2021, 76(12): 3090-3102.] doi: 10.11821/dlxb202112015
[30]	王磊, 栗向阳, 王雪利, 等. 长江经济带生活性服务业发展水平的空间格局及驱动因素[J]. 长江流域资源与环境, 2022, 31(10): 2109-2121.
	[Wang Lei, Li Xiangyang, Wang Xueli, et al. Spatial pattern and driving factors of consumer service industry development in Yangtze River Economic Belt[J]. Resources and Environment in the Yangtze Basin, 2022, 31(10): 2109-2121.]
[31]	李燕萍, 李乐. 人力资源服务业高质量发展评价指标体系及测度研究——基于2012—2020年中国数据的实证[J]. 宏观质量研究, 2022, 10(5): 1-14.
	[Li Yanping, Li Le. A study on the evaluation of the high-quality human resource service industry development: An empirical study based on data from 2012—2020 in China[J]. Journal of Macro-quality Research, 2022, 10(5): 1-14.]
[32]	樊纲, 王小鲁, 马光荣. 中国市场化进程对经济增长的贡献[J]. 经济研究, 2011, 46(9): 4-16.
	[Fan Gang, Wang Xiaolu, Ma Guangrong. Contribution of marketization to China’s economic growth[J]. Economic Research Journal, 2011, 46(9): 4-16.]
[33]	刘佳, 安珂珂, 刘宁, 等. 区域旅游产业结构优化的影响因素与组态路径——基于面板回归与fsQCA的分析[J]. 华侨大学学报(哲学社会科学版), 2022(6): 58-73.
	[Liu Jia, An Keke, Liu Ning, et al. Influencing factors and configuration path of regional tourism industrial structure optimization in China based on panel regression and fsQCA[J]. Journal of Huaqiao University (Philosophy & Social Sciences Edition), 2022(6): 58-73.]
[34]	王丽丽, 刘笑杰, 李丁, 等. 黄河流域PM_2.5时空特征及驱动因素[J]. 兰州大学学报(自然科学版), 2022, 58(4): 427-435, 442.
	[Wang Lili, Liu Xiaojie, Li Ding, et al. Spatial-temporal characteristics and drivers of PM_2.5 in the Yellow River Basin[J]. Journal of Lanzhou University (Natural Sciences Edition), 2022, 58(4): 427-435, 442.]
[35]	盛亚, 冯媛媛, 施宇. 政府科研机构科技资源配置效率影响因素组态分析[J]. 科技进步与对策, 2022, 39(8): 1-9. doi: 10.6049/kjjbydc.C202107360
	[Sheng Ya, Feng Yuanyuan, Shi Yu. Configuration analysis of influencing factors on allocation efficiency of scientific and technological resources in government scientific research institutions[J]. Science & Technology Progress and Policy, 2022, 39(8): 1-9.]

变量类型	衡量指标	指标释义
经济因素	人均生产总值（X₁）	地区生产总值/总人口
产业因素	第三产业占比（X₂）	第三产业增加值/地区生产总值
市场因素	樊纲指数（X₃）	通过政府与市场关系、非国有经济发展、产品市场的发育程度、要素市场的发育程度、市场中介组织的发育和法律制度环境计算得出
政府因素	社会固定资产投资额（X₄）	第三产业固定资产投资/地区生产总值
技术因素	信息化水平（X₅）	科研支出/地方财政支出
政策因素	对外开放水平（X₆）	外商直接投资额/地区生产总值

Spatiotemporal evolution characteristics and driving factors of tourism new quality productivity development in China

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