Abstract Efficiency and environmental regulation are two key issues in the development of tourism industry that require attention for sustainable development. Based on panel data from 2010 to 2019, taking 31 provinces districts across China as examples, Super‐SBM (Super Slacks‐Based Measurement) model with undesirable output is used measure eco‐efficiency each region. Then spatial Durbin moderating effect analyze comprehensive impact level eco‐efficiency. The results show overall low, its...

Tourism is distinctly regional with respect to the distribution of tourism resources, tourist attractions and supply, spatial continuity activities. Using point-of-interest data from 2166 in Yangtze River Delta, this study analyzes pattern their influencing factors by applying methods nearest proximity index, kernel density analysis, standard deviation ellipse, hotspot superposition analysis. The results show that number modern recreational accounts for largest proportion. shows more north...

Based on the data of high-level scenic spots in Inner Mongolia, methods nearest neighbor index, kernel density, accessibility, and spatial autocorrelation are used to systematically sort out distribution pattern, influencing factors various types spots. The following conclusions drawn from analysis. different tourist attractions Mongolia is a state “small agglomeration large dispersion”. accessibility generally poor, temporal presents an inverted U-shaped over time. county-level relatively...

This study aimed to examine the spatial structure of tourist attraction cooperation network in Yangtze River Delta, from perspective flow. conducted and social analyses 470 popular attractions Delta region China, accounting for occurrence co-occurrence information travel notes. The analyzed show an obvious agglomeration effect, including four high-density areas two medium-density areas. Degree centrality, closeness betweenness centrality were used tourism function, distribution connection...

Background Tourism eco-efficiency is a performance basis for evaluating green total factor productivity and sustainable development. Objective The objective of this study was to measure tourism in Inner Mongolia explore its influencing factors. aim provide an accurate reference improving the quality efficiency promoting development regional economy society. Methods from 2009 2019 calculated using super-slacks-based (SBM) model with undesirable output. spatial variation function used...

The digital economy, the tourism industry, and ecological protection are closely related, which holds paramount significance for regional sustainable development. Based on panel data from 2011 to 2021 in Yellow River Basin, study scrutinizes spatial temporal variances driving factors of three-system coupling coordination degree. results indicate that: (1) development level three systems is significantly different. degree shifts imminent imbalance marginal coordination, but there a noticeable...

This study explores the spatial structure of regional tourism cooperation networks among 27 cities in Yangtze River Delta from perspective supply and demand. Data network were collected official news released by Chinese government quotations for tour routes published travel agencies. Travel notes on tourists’ blog community platforms about their experiences used as source data demand network. The degree between was analyzed based frequency occurrence co-occurrence information tourist...

Efficiency and resilience are two essential challenges that require attention for high-quality development under the new normal. In this research, we measured tourism eco-efficiency using Super-SBM model with undesirable output about data from 31 provinces in China 2010 to 2019; economic through entropy weighted Topsis model; finally, coupling coordination degree (CCD) of resilience. The findings showed that, 2019, provinces’ values were low, large low variances efficiency among an uneven...

ABSTRACTThis study selects the tourism performing art of You Jian Pingyao as a case study. Based on cognitive memory theory and emotional evaluation theory, it follows logical idea "five sense perceptions tourist destination-positive emotions-memorable experiences," establishes theoretical model analyzes it. The results this provide new ideas for solving problem five in regional strategies enhancing memorable experiences, which will contribute to sustainable development promotion destination...

The Global Innovation Index (GII) is employed to provide rankings of innovation capabilities for all countries and economies around the world. To consider internal relationship between factors monitor change capability level in real-time, a data-driven approach based on random forest artificial neural network proposed this study. It can estimate every country or economy quickly effectively under condition mastering few indicators. Taking 2019 2020 GII data case study, results show that...