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Evaluation on development efficiency of low-carbon tourism economy: A case study of Hubei Province, China

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  • Zha, Jianping
  • He, Lamei
  • Liu, Yang
  • Shao, Yuhong

Abstract

Tourism is one of the emissions sources of CO2 and tourism activities can impose pressure on the ecological environment. The study constructed an evaluation framework of the direct and indirect CO2 emissions from tourism industry, and included the CO2 emission factor in the efficiency evaluation framework based on SBM-Undesirable model, on the basis of which, the study assessed the CO2 emissions from the tourism industry, taking the cities of Hubei province in China as case studies, and then measured and analyzed the development efficiency of low-carbon tourism economy in the cities and its dynamic fluctuations in the cities from 2007 to 2013. The results show that the total carbon dioxide emissions from tourism in Hubei soared from 6,340,302 tons in year 2007 to 23,939,851 tons in year 2013, with the transportation being the biggest contributor accounting for 50.35% of the total emissions, followed by the food, accommodation, shopping, other services, entertainment, post & telecommunications. While the direct CO2 emission far exceeds that of the indirect in the transportation, the opposite is true in other secondary sectors. Results of efficiency measurement indicate the overall efficiency of low-carbon tourism economy is on a rather low level and varies significantly among the cities, and there are untapped potentials with internal productive factors in the economic system of urban tourism. From the perspective of dynamic shifts, however, the overall efficiency within the analyzed period was on an upward trend, driven primarily by the technological advancements induced by the scale factor, whereas the purely technological efficiency changes undermined the growth of productivity. Finally, the calculation results of slack variables in inputs and outputs based on the efficiency evaluation framework achieved in this study will provide reference for development efficiency modification of low-carbon tourism economy in inefficient cities.

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  • Zha, Jianping & He, Lamei & Liu, Yang & Shao, Yuhong, 2019. "Evaluation on development efficiency of low-carbon tourism economy: A case study of Hubei Province, China," Socio-Economic Planning Sciences, Elsevier, vol. 66(C), pages 47-57.
    • Handle: RePEc:eee:soceps:v:66:y:2019:i:c:p:47-57
    DOI: 10.1016/j.seps.2018.07.003
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    as
    1. Barros, Carlos Pestana & Botti, Laurent & Peypoch, Nicolas & Robinot, Elisabeth & Solonandrasana, Bernardin & A., George Assaf, 2011. "Performance of French destinations: Tourism attraction perspectives," Tourism Management, Elsevier, vol. 32(1), pages 141-146.
    2. Soushi Suzuki & Peter Nijkamp & Piet Rietveld, 2011. "Regional efficiency improvement by means of data envelopment analysis through Euclidean distance minimization including fixed input factors: An application to tourist regions in Italy," Papers in Regional Science, Wiley Blackwell, vol. 90(1), pages 67-89, March.
    3. Brida, Juan Gabriel & Deidda, Manuela & Pulina, Manuela, 2014. "Tourism and transport systems in mountain environments: analysis of the economic efficiency of cableways in South Tyrol," Journal of Transport Geography, Elsevier, vol. 36(C), pages 1-11.
    4. Gössling, Stefan & Peeters, Paul & Ceron, Jean-Paul & Dubois, Ghislain & Patterson, Trista & Richardson, Robert B., 2005. "The eco-efficiency of tourism," Ecological Economics, Elsevier, vol. 54(4), pages 417-434, September.
    5. Maria Francesca Cracolici & Peter Nijkamp & Piet Rietveld, 2008. "Assessment of Tourism Competitiveness by Analysing Destination Efficiency," Tourism Economics, , vol. 14(2), pages 325-342, June.
    6. Huang, Yuti & Coelho, Vânia R., 2017. "Sustainability performance assessment focusing on coral reef protection by the tourism industry in the Coral Triangle region," Tourism Management, Elsevier, vol. 59(C), pages 510-527.
    7. Becken, Susanne & Frampton, Chris & Simmons, David, 2001. "Energy consumption patterns in the accommodation sector--the New Zealand case," Ecological Economics, Elsevier, vol. 39(3), pages 371-386, December.
    8. Liu, Jun & Feng, Tingting & Yang, Xi, 2011. "The energy requirements and carbon dioxide emissions of tourism industry of Western China: A case of Chengdu city," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2887-2894, August.
    9. Juan Gabriel Brida & Manuela Deidda & Manuela Pulina, 2012. "Investigating economic efficiency in Italy: a regional comparison," International Journal of Revenue Management, Inderscience Enterprises Ltd, vol. 6(3/4), pages 175-198.
    10. Zeineldin, Aly, 1986. "The Egyptian economy in 1999 : An input-output study," Economic Modelling, Elsevier, vol. 3(2), pages 140-146, April.
    11. Castellani, V. & Sala, S., 2010. "Sustainable performance index for tourism policy development," Tourism Management, Elsevier, vol. 31(6), pages 871-880.
    12. Tang, Chengcai & Zhong, Linsheng & Ng, Pin, 2017. "Factors that Influence the Tourism Industry's Carbon Emissions: a Tourism Area Life Cycle Model Perspective," Energy Policy, Elsevier, vol. 109(C), pages 704-718.
    13. Oh, Dong-Huyn, 2009. "A Global Malmquist-Luenberger Productivity Index - an application to OECD countries 1990-2004," Working Paper Series in Economics and Institutions of Innovation 164, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    14. Kulshreshtha, Mudit & Parikh, Jyoti K., 2002. "Study of efficiency and productivity growth in opencast and underground coal mining in India: a DEA analysis," Energy Economics, Elsevier, vol. 24(5), pages 439-453, September.
    15. George Assaf, A., 2012. "Benchmarking the Asia Pacific tourism industry: A Bayesian combination of DEA and stochastic frontier," Tourism Management, Elsevier, vol. 33(5), pages 1122-1127.
    16. Sun, Ya-Yen, 2014. "A framework to account for the tourism carbon footprint at island destinations," Tourism Management, Elsevier, vol. 45(C), pages 16-27.
    17. Fernandes, Elton & Pacheco, R. R., 2002. "Efficient use of airport capacity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(3), pages 225-238, March.
    18. Tang, Zi, 2015. "An integrated approach to evaluating the coupling coordination between tourism and the environment," Tourism Management, Elsevier, vol. 46(C), pages 11-19.
    19. Horng, Jeou-Shyan & Hu, Meng-Lei (Monica) & Teng, Chih-Ching (Chris) & Hsiao, Han-Liang & Liu, Chih-Hsing (Sam), 2013. "Development and validation of the low-carbon literacy scale among practitioners in the Taiwanese tourism industry," Tourism Management, Elsevier, vol. 35(C), pages 255-262.
    20. Olesen, Ole Bent & Petersen, Niels Christian & Podinovski, Victor V., 2017. "Efficiency measures and computational approaches for data envelopment analysis models with ratio inputs and outputs," European Journal of Operational Research, Elsevier, vol. 261(2), pages 640-655.
    21. Amelung, Bas & Nicholls, Sarah, 2014. "Implications of climate change for tourism in Australia," Tourism Management, Elsevier, vol. 41(C), pages 228-244.
    22. C Kao, 2012. "Efficiency decomposition for parallel production systems," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(1), pages 64-71, January.
    23. Zaman, Khalid & Shahbaz, Muhammad & Loganathan, Nanthakumar & Raza, Syed Ali, 2016. "Tourism development, energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries," Tourism Management, Elsevier, vol. 54(C), pages 275-283.
    24. Cristina Bernini & Andrea Guizzardi, 2010. "Internal and Locational Factors Affecting Hotel Industry Efficiency: Evidence from Italian Business Corporations," Tourism Economics, , vol. 16(4), pages 883-913, December.
    25. Luo, Fen & Becken, Susanne & Zhong, Yongde, 2018. "Changing travel patterns in China and ‘carbon footprint’ implications for a domestic tourist destination," Tourism Management, Elsevier, vol. 65(C), pages 1-13.
    26. Sun, Ya-Yen, 2016. "Decomposition of tourism greenhouse gas emissions: Revealing the dynamics between tourism economic growth, technological efficiency, and carbon emissions," Tourism Management, Elsevier, vol. 55(C), pages 326-336.
    27. Rajiv D. Banker & Richard C. Morey, 1986. "The Use of Categorical Variables in Data Envelopment Analysis," Management Science, INFORMS, vol. 32(12), pages 1613-1627, December.
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    3. Pipatpong Fakfare & Walanchalee Wattanacharoensil, 2023. "Low‐carbon tourism for island destinations: A crucial alternative for sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 180-197, February.
    4. Qingfang Liu & Jinping Song & Teqi Dai & Jianhui Xu & Jianmei Li & Enru Wang, 2022. "Spatial Network Structure of China’s Provincial-Scale Tourism Eco-Efficiency: A Social Network Analysis," Energies, MDPI, vol. 15(4), pages 1-16, February.
    5. Abdul Rauf & Ilhan Ozturk & Fayyaz Ahmad & Khurram Shehzad & Abbas Ali Chandiao & Muhammad Irfan & Saira Abid & Li Jinkai, 2021. "Do Tourism Development, Energy Consumption and Transportation Demolish Sustainable Environments? Evidence from Chinese Provinces," Sustainability, MDPI, vol. 13(22), pages 1-23, November.
    6. Junfeng Zhang & Jianxu Liu & Jing Li & Yuyan Gao & Chuansong Zhao, 2021. "Green Development Efficiency and Its Influencing Factors in China’s Iron and Steel Industry," Sustainability, MDPI, vol. 13(2), pages 1-15, January.
    7. Shuxiao Li & Zhanhong Cheng & Yun Tong & Biao He, 2022. "The Interaction Mechanism of Tourism Carbon Emission Efficiency and Tourism Economy High-Quality Development in the Yellow River Basin," Energies, MDPI, vol. 15(19), pages 1-23, September.
    8. Yiyang Sun & Guolin Hou & Zhenfang Huang & Yi Zhong, 2020. "Spatial-Temporal Differences and Influencing Factors of Tourism Eco-Efficiency in China’s Three Major Urban Agglomerations Based on the Super-EBM Model," Sustainability, MDPI, vol. 12(10), pages 1-21, May.
    9. Lu Zhang & Deqing Ma & Jinsong Hu, 2021. "Research on the Sustainable Operation of Low-Carbon Tourism Supply Chain under Sudden Crisis Prediction," Sustainability, MDPI, vol. 13(15), pages 1-25, July.

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