Scientific Reports · 2022 · 45 citations · 35 references
ManagementGeographyTourism ManagementSpatial AnalysisSpatial StatisticsTourismGeodemographic AnalysisSpatial EconometricsSpatial InteractionSpatial Statistical ModelingTourism DemandTourism EconomicsSpatial AggregationSpatial Autocorrelation FunctionsSpatial Heterogeneity AssessmentSpatiotemporal Demand ModelingTourism Demand AnalysisTourism Demand ModellingTourism Spatial Patterns
Modeling and forecasting tourism demand across destinations has become a priority in tourism research. Most tourism demand studies rely on annual statistics with small sample sizes and lack research on spatial heterogeneity and drivers of tourism demand. This study proposes a new framework for measuring inter-provincial tourism demand's spatiotemporal distribution using search engine indices based on a geographic perspective. A combination of spatial autocorrelation and Geodetector is utilized to recognize the spatiotemporal distribution patterns of tourism demand in 2011 and 2018 in 31 provinces of mainland China and detect its driving mechanisms. The results reveal that the spatial distribution of tourism demand manifests a vital stratification phenomenon with significant spatial aggregation in the southwest and northeast of China. Traffic conditions, social-economic development level, and physical conditions compose a constant and robust interaction network, which dominates the spatial distribution of tourism demand in different development stages through different interactions.
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Local Indicators of Spatial Association—LISA
Luc Anselin · Geographical Analysis · 1995 · 12.5K citations · Full text
Computing, Geography, Geoinformatics +13
NOTES ON CONTINUOUS STOCHASTIC PHENOMENA
P. A. P. Moran · Biometrika · 1950 · 7.1K citations
Construal-level theory of psychological distance.
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