Spatial spillover and determinants of tourism efficiency: A low carbon emission perspective

Author:

Liu Hongwei1ORCID,Gao Chenchen1,Tsai Henry2ORCID

Affiliation:

1. Anhui University, China

2. The Hong Kong Polytechnic University, China

Abstract

This paper measures tourism carbon efficiency (TCE) in China by incorporating energy consumption and carbon dioxide (CO2) emissions into an efficiency assessment framework, and to further investigate the determinants of TCE by considering the spatial spillover effects. To do this, a bootstrap slacks-based measure (SBM) model was applied to assess the TCE in 30 provincial-level administrative regions of China from 2008 to 2019. Next, the Moran’s index and spatial Durbin model (SDM) were adopted to explore the spatial distribution and determinants of TCE. The results indicate that regional differences affect the level of China’s TCE, as do spatial spillover effects. In addition, technology innovation, urbanization rate, and government support positively affect TCE. In contrast, economic growth negatively affects TCE. Educational attainment, green infrastructure, and government support have a negative spatial spillover effect on TCE. Transportation infrastructure has a negative total effect on TCE.

Funder

Research Fund for University Postgraduate

Research Fund for Innovation Development of Anhui social science

National Natural Science Foundation of China

Key project of Anhui Philosophy and Social Science Planning Fund

Research Grants Council of the Hong Kong Special Administrative Region, China

Publisher

SAGE Publications

Subject

Tourism, Leisure and Hospitality Management,Geography, Planning and Development

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