ORIGINAL RESEARCH
Does the Digital Economy Promote Tourism Eco-Efficiency? – An Empirical Study Based on Chinese Cities
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College of Tourism, Hunan Normal University, Changsha 410081, PR China
 
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College of Tourism and Service Management, Nankai University, Tianjin 300350, PR China
 
 
Submission date: 2023-12-19
 
 
Final revision date: 2024-04-01
 
 
Acceptance date: 2024-04-18
 
 
Online publication date: 2024-10-07
 
 
Publication date: 2025-01-28
 
 
Corresponding author
Xiaorong He   

College of Tourism, Hunan Normal University, Changsha 410081, PR China
 
 
Pol. J. Environ. Stud. 2025;34(3):2063-2079
 
KEYWORDS
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ABSTRACT
With the rapid development of the digital economy, new concepts, forms, and paradigms are being comprehensively integrated into the entire process of constructing human ecological civilizations, and the development of tourism eco-efficiency has ushered in many new opportunities. This paper constructs a mechanistic framework for calculating the impact of the digital economy on tourism eco-efficiency and pushes for empirical research. This paper uses panel data from 275 prefecture-level and above cities in China from 2011 to 2019 as a sample and the benchmark regression model, mediating effect model, and spatial Durbin model to empirically analyze the effect of the digital economy on tourism ecoefficiency after measuring the digital economy and tourism eco-efficiency indexes. The results show that the digital economy has a significant positive effect on tourism eco-efficiency that is more significant in central cities, northeastern cities, and nonurban clusters. Second, the digital economy positively affects tourism eco-efficiency by exerting technological effects and industrial structural adjustments. In addition, the digital economy has a significant positive spatial spillover effect on tourism eco-efficiency. Finally, based on the above findings, this paper proposes specific recommendations for improving tourism eco-efficiency via the digital economy.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (55)
1.
KICHERER A., SCHALTEGGER S., TSCHOCHOHEI H., POZO B.F. Eco-efficiency: Combining Life Cycle Assessment and Life Cycle Costs via Normalization. The International Journal of Life Cycle Assessment, 7, 537, 2007. https://doi.org/10.1007/s11367....
 
2.
WU Y.Q., ZHANG X. Evaluation on the Green Development of Provincial Economy in China-based on the Perspective of Green Total Factor Productivity. Journal of Hebei University of Economics and Business, 43, 67, 2022.
 
3.
ZHANG M., ZHANG G., LIU H. Analysis of the impact of tourism development on the urban-rural income gap: Evidence from 248 prefecture-level cities in China. Asia Pacific Journal of Tourism Research, 26, 614, 2021. https://doi.org/10.1080/109416....
 
4.
WANG M.K., LIU Y.P. Threshold effect of tourism development on urban-rural income gap-based on the provincial panel data in China. Inquiry into Economic Issues, 12, 30, 2018.
 
5.
JAYASINGHE M., SELVANATHAN E.A. Energy consumption, tourism, economic growth and CO2 emissions nexus in India. Journal of the Asia Pacific Economy, 26, 361, 2021. https://doi.org/10.1080/135478....
 
6.
KONG L.Z., LI J.Y. Study on the Influence of Digital Economy Development on Regional Eco-efficiency. Statistics & Decision, 39, 23, 2023.
 
7.
LIU Z., YANG Y., SUI X.Y. Internet development, market vitality stimulation and tourism economic growth-Analysis based on the perspective of spatial spillover. Tourism Science, 36, 17, 2022.
 
8.
SU J.Q., SU K., WANG S.B. Does the Digital Economy Promote Industrial Structural Upgrading? Sustainability, 13, 10105, 2021. https://doi.org/10.3390/su1318... PMCid:PMC10889648.
 
9.
CHEN S., HAN L., XU M. Impact Mechanism of Digital Economy on Urban Ecological Environment and Its Heterogeneity. Journal of Soochow University, 44, 138, 2023.
 
10.
CHEN L.L., XU J.H., LI Y.J. Digital technology enabling high-quality development of Tourism: Mechanisms and paths. Reform, 2, 101, 2022.
 
11.
SIMON A., DUAN P.F., CHRISTIAN N. International trade, economic growth, and the digital economy in Africa. Cogent Economics & Finance, 9, 1911767, 2021.
 
12.
XU X.C., REN X., CHANG Z.H. Big Data and Green Development. China Industrial Economics, 37, 5, 2019.
 
13.
CAIADO R.G.G., DIAS R.F., MATTOS L.V., QUELHAS O.L.G., LEAL FILHO W. Eco-efficiency for sustainable development: A systematic review. Journal of Cleaner Production, 165, 890, 2017. https://doi.org/10.1016/j.jcle....
 
14.
LIU J., MA Y. Tourism Sustainable Development: A Review of Tourism Eco-efficiency. Tourism Tribune, 32, 47, 2017.
 
15.
GÖSSLING S., PEETERS P., CERON J.P., DUBOIS G., PATTERSON T., RICHARDSON R.B. The Eco-efficiency of Tourism. Ecological Economics, 54, 417, 2005. https://doi.org/10.1016/j.ecol....
 
16.
LYU Y.P., TAI J., CHE Y., WU B.S., XIA S.X. Regional sustainability via ecological footprint and tourism footprint: Southeast Qian case. Journal of Mountain Science, 25, 698, 2007.
 
17.
SABINE P., ANA S., MATTHIAS S. Greenhouse gas intensity of the tourism sector: Switzerland case. Environmental Science & Policy, 13, 131, 2010. https://doi.org/10.1016/j.envs....
 
18.
BRUIJN K.D., DIRVEN R., EJGELAAR E., PEETERS P., NELEMANS R. Carbon footprint of Dutch holidaymakers 2011-2002. NHTV Breda University, 2013.
 
19.
GUO T.T., WANG J.D., LI C. Spatial-Temporal Evolution and Mechanisms of Tourism Ecological Efficiency in China. Sustainability, 14, 16880, 2022. https://doi.org/10.3390/su1424....
 
20.
ZHANG Y., LI Y. Regional Differences in Tourism Eco-Efficiency in the Beijing-Tianjin-Hebei Region. Sustainability, 15, 2907, 2023. https://doi.org/10.3390/su1504....
 
21.
WU X.Y., LIANG X.C. Tourism development level, tourism eco-efficiency and environmental regulations. Sustainable Development, 31, 2863, 2023. https://doi.org/10.1002/sd.255....
 
22.
ZHANG F., YANG X., WU J., MA D., XIAO Y., GONG G., ZHANG J. New Urbanization and Tourism Eco-Efficiency in China. Sustainability, 14, 10820, 2022. https://doi.org/10.3390/su1417....
 
23.
CASTILHO D., FUINHAS J.A., MARQUES A.C. Tourism impacts on eco-efficiency in Latin America. Socio-Economic Planning Sciences, 78, 101089, 2021. https://doi.org/10.1016/j.seps....
 
24.
TAPSCOTT D., MCQUEEN R. The digital economy: Promise and peril. Bambook, 10, 69, 1996.
 
25.
NEGROPONTE N. Being Digital. Random House, 1996.
 
26.
SUN X.X., CHEN Z.W., SHI T.T., YANG G.Q., YANG X.Y. Digital economy impact on industrial wastewater discharge. Journal of Water & Climate Change, 13, 593, 2022. https://doi.org/10.2166/wcc.20....
 
27.
XU X.C., ZHANG M.H. Measurement of China's Digital Economy Scale. China Industrial Economics, 38, 23, 2020.
 
28.
JIAO S.T., SUN Q.B. Digital Economy and Sustainable Economic Growth in China. Sustainability, 13, 10245, 2021. https://doi.org/10.3390/su1318....
 
29.
ASONGU S.A. ICT, openness and CO2 emissions in Africa. ESPR, 25, 9351, 2018. https://doi.org/10.1007/s11356... PMid:29349735.
 
30.
ULUCAK R., KHAN S. ICT and CO2 mitigation under sustainable development. Sustainable Development, 28, 857, 2020. https://doi.org/10.1002/sd.204....
 
31.
OLÁH J., KITUKUTHA N., HADDAD H., PAKURÁR M., MÁTÉ D., POPP J. Sustainable E-Commerce trade-offs. Sustainability, 11, 89, 2018. https://doi.org/10.3390/su1101....
 
32.
ADEOLA O., EVANS O. Digital tourism in Africa. Tourism Recreation Research, 44, 190, 2019. https://doi.org/10.1080/025082....
 
33.
YANG L. Internet and dynamic optimization of the tourism industry. Journal of Business Management, 41, 156, 2019.
 
34.
NUENEN T.V., SCARLES C. Digital media advancements in tourism. Tourist Studies, 21, 119, 2021. https://doi.org/10.1177/146879....
 
35.
KWOK A.O.J., KOH S.G.M. Blockchain as catalyst for tourism development? Current Issues in Tourism, 22, 2447, 2018. https://doi.org/10.1080/136835....
 
36.
LU L., MING L. Digital economy impact on industrial eco-efficiency. Data Science in Finance and Economics, 2, 371, 2022. https://doi.org/10.3934/DSFE.2....
 
37.
YANG Y.W., LIANG Q.Y. Digital economy, environmental regulation and green eco-efficiency. Frontiers in Environmental Science, 11, 1113293, 2023. https://doi.org/10.3389/fenvs.....
 
38.
CUI J.J., WANG W.J., CHEN Z.L., REN G.Q., GAO X.F. Digitalization, finance and eco-efficiency in China. ESPR, 30, 3847, 2023. https://doi.org/10.1007/s11356... PMid:35960467.
 
39.
LIANG Q., XIAO S.P., LI M.X. Digital economy and urban ecological efficiency. Inquiry into Economic Issues, 42, 82, 2021.
 
40.
ZHAO T., ZHANG Z., LIANG S.K. Digital Economy, Entrepreneurship, and High-Quality Development. Journal of Management World, 36, 65, 2020.
 
41.
WANG R.Y., LIANG Q., LI G.Q. Virtual Agglomeration in digital economy. Journal of Management World, 34, 13, 2018.
 
42.
MURAD M.A. Scaling digital vs non-digital business models in the U.S. Journal of World Business, 58, 101457, 2023. https://doi.org/10.1016/j.jwb.....
 
43.
ZHANG W., ZHANG T., LI H., ZHANG H. Spillover of R&D and digital investments in China's industry. Technology in Society, 71, 102129, 2022. https://doi.org/10.1016/j.tech....
 
44.
ZHAO L. Digital economy enabling high-quality tourism development. Tourism Tribune, 37, 5, 2022.
 
45.
WANG F.Z., LIU X.L., ZHANG L., CHENG W.C. Digitalization and green tech innovation in resource enterprises. Studies in Science of Science, 40, 332, 2022.
 
46.
LI Z.H., BAI T.T. Environmental protection expenditure, green innovation and smog pollution. Science Research Management, 42, 52, 2021.
 
47.
MA D., ZHU Q. Digital economy driving green development in emerging economies. Journal of Business Research, 145, 801, 2022. https://doi.org/10.1016/j.jbus... PMCid:PMC11426523.
 
48.
GUO F., WANG J.Y., WANG F., KONG T., ZHANG X., CHENG Z.Y. China’s Digital Financial Inclusion Index. China Economic Quarterly, 19, 1401, 2020.
 
49.
WANG Z.F., WANG Z.Y. Environmental regulation and eco-efficiency of tourism in Yangtze River region. Journal of Ecology, 41, 3917, 2021.
 
50.
LI Z., WANG D. Tourism economy in Wuling Mountains: eco-efficiency variation. Economic Geography, 40, 233, 2020.
 
51.
HUANG D.C., WANG Z.F. Tourism eco-efficiency network in Yangtze River Basin. Resources and Environment in the Yangtze Basin, 32, 1, 2023.
 
52.
FENG J., YANG X.Z., WANG Q. Coupling coordination between tourism efficiency and ecological well-being. Mountain Research, 40, 597, 2022.
 
53.
ZHAO Q.B., LI G.Q., GU X.H., LEI C.K. Inequality hikes, savings surges and housing bubbles. International Review of Economics & Finance, 72, 349, 2021. https://doi.org/10.1016/j.iref....
 
54.
ZHANG F., NING Y.M., LOU X.Y. Competitiveness and regional inequality in China’s mega-city regions. Geographical Research, 38, 1664, 2019.
 
55.
FU L.H. Empirical Research on Industry Structure and Economic Growth. Statistical Research, 27, 79, 2010.
 
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