IDEAS home Printed from https://ideas.repec.org/a/sae/toueco/v27y2021i7p1430-1460.html
   My bibliography  Save this article

Framework for accounting for tourism carbon emissions in China: An industrial linkage perspective

Author

Listed:
  • Jianping Zha

    (Sichuan University, People’s Republic of China)

  • Rong Fan

    (Sichuan University, People’s Republic of China)

  • Yao Yao

    (Sichuan University, People’s Republic of China)

  • Lamei He

    (Sichuan University, People’s Republic of China)

  • Yuanyuan Meng

    (Hebei University of Environmental Engineering, People’s Republic of China)

Abstract

Understanding tourism carbon emissions and their influencing factors from the perspective of industrial linkages can inform policy-making in the development of sustainable tourism. Based on a combination of the environmental input–output (I-O) model and structural decomposition analysis, this article develops a novel framework for analyzing the industrial linkage pathways of China’s carbon emissions linked to tourism and identifying the driving factors affecting change in carbon emissions embodied in the supply chain. Results reveal that most carbon emissions linked to China’s broad-sense or narrow-sense tourism industry derive from some critical upstream industries, that is, indirect carbon emissions resulting from the intermediate production processes. Significant differences exist in the industrial linkage pathways of carbon emissions between tourism subsectors; thus, emission reduction policies for the broad-sense or narrow-sense tourism industry should be formulated based on these key interindustrial linkage pathways. The direct energy consumption intensity effect and energy structure effect are beneficial to carbon emission reduction, while the I-O structure effect reverses the effect on carbon emission reduction from negative to positive.

Suggested Citation

  • Jianping Zha & Rong Fan & Yao Yao & Lamei He & Yuanyuan Meng, 2021. "Framework for accounting for tourism carbon emissions in China: An industrial linkage perspective," Tourism Economics, , vol. 27(7), pages 1430-1460, November.
    • Handle: RePEc:sae:toueco:v:27:y:2021:i:7:p:1430-1460
    DOI: 10.1177/1354816620924891
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1354816620924891
    Download Restriction: no
    File URL: https://libkey.io/10.1177/1354816620924891?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Park, Hi-Chun & Heo, Eunnyeong, 2007. "The direct and indirect household energy requirements in the Republic of Korea from 1980 to 2000--An input-output analysis," Energy Policy, Elsevier, vol. 35(5), pages 2839-2851, May.
    2. Wang, H. & Ang, B.W. & Su, Bin, 2017. "Multiplicative structural decomposition analysis of energy and emission intensities: Some methodological issues," Energy, Elsevier, vol. 123(C), pages 47-63.
    3. Luis Robles Teigeiro & Jesús Sanjuán Solís, 2013. "Linkages of the Hotel and Restaurant Industry: An International Comparative Analysis," Tourism Economics, , vol. 19(1), pages 37-62, February.
    4. Mattia Cai, 2016. "Greenhouse gas emissions from tourist activities in South Tyrol," Tourism Economics, , vol. 22(6), pages 1301-1314, December.
    5. Skolka, Jiri, 1989. "Input-output structural decomposition analysis for Austria," Journal of Policy Modeling, Elsevier, vol. 11(1), pages 45-66.
    6. Tsai, Kang-Ting & Lin, Tzu-Ping & Hwang, Ruey-Lung & Huang, Yu-Jing, 2014. "Carbon dioxide emissions generated by energy consumption of hotels and homestay facilities in Taiwan," Tourism Management, Elsevier, vol. 42(C), pages 13-21.
    7. Simone Marsiglio & Alberto Ansuategi & Maria Carmen Gallastegui, 2016. "The Environmental Kuznets Curve and the Structural Change Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(2), pages 265-288, February.
    8. Simonsen, Morten & Gössling, Stefan & Walnum, Hans Jakob, 2019. "Cruise ship emissions in Norwegian waters: A geographical analysis," Journal of Transport Geography, Elsevier, vol. 78(C), pages 87-97.
    9. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    10. Sam Meng & Tien Pham, 2017. "The impact of the Australian carbon tax on the tourism industry," Tourism Economics, , vol. 23(3), pages 506-522, May.
    11. Munday, Max & Turner, Karen & Jones, Calvin, 2013. "Accounting for the carbon associated with regional tourism consumption," Tourism Management, Elsevier, vol. 36(C), pages 35-44.
    12. Mongelli, I. & Tassielli, G. & Notarnicola, B., 2006. "Global warming agreements, international trade and energy/carbon embodiments: an input-output approach to the Italian case," Energy Policy, Elsevier, vol. 34(1), pages 88-100, January.
    13. Liu, Hongtao & Xi, Youmin & Guo, Ju'e & Li, Xia, 2010. "Energy embodied in the international trade of China: An energy input-output analysis," Energy Policy, Elsevier, vol. 38(8), pages 3957-3964, August.
    14. 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.
    15. Schafer, Andreas & Victor, David G., 1999. "Global passenger travel: implications for carbon dioxide emissions," Energy, Elsevier, vol. 24(8), pages 657-679.
    16. Hannah Sharp & Josefine Grundius & Jukka Heinonen, 2016. "Carbon Footprint of Inbound Tourism to Iceland: A Consumption-Based Life-Cycle Assessment including Direct and Indirect Emissions," Sustainability, MDPI, vol. 8(11), pages 1-23, November.
    17. 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.
    18. Filimonau, Viachaslau & Högström, Michaela, 2017. "The attitudes of UK tourists to the use of biofuels in civil aviation: An exploratory study," Journal of Air Transport Management, Elsevier, vol. 63(C), pages 84-94.
    19. Su, Bin & Ang, B.W., 2017. "Multiplicative structural decomposition analysis of aggregate embodied energy and emission intensities," Energy Economics, Elsevier, vol. 65(C), pages 137-147.
    20. Meiwei Tang & Shouzhong Ge, 2018. "Accounting for carbon emissions associated with tourism-related consumption," Tourism Economics, , vol. 24(5), pages 510-525, August.
    21. Zhang, Jiekuan & Zhang, Yan, 2018. "Carbon tax, tourism CO2 emissions and economic welfare," Annals of Tourism Research, Elsevier, vol. 69(C), pages 18-30.
    22. Colin Hunter, 2002. "Sustainable Tourism and the Touristic Ecological Footprint," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 4(1), pages 7-20, March.
    23. 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.
    24. Zhang, Shaojun & Wu, Ye & Un, Puikei & Fu, Lixin & Hao, Jiming, 2016. "Modeling real-world fuel consumption and carbon dioxide emissions with high resolution for light-duty passenger vehicles in a traffic populated city," Energy, Elsevier, vol. 113(C), pages 461-471.
    25. Howitt, Oliver J.A. & Revol, Vincent G.N. & Smith, Inga J. & Rodger, Craig J., 2010. "Carbon emissions from international cruise ship passengers' travel to and from New Zealand," Energy Policy, Elsevier, vol. 38(5), pages 2552-2560, May.
    26. Gössling, Stefan & Scott, Daniel & Hall, C. Michael, 2015. "Inter-market variability in CO2 emission-intensities in tourism: Implications for destination marketing and carbon management," Tourism Management, Elsevier, vol. 46(C), pages 203-212.
    27. 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.
    28. Su, Bin & Thomson, Elspeth, 2016. "China's carbon emissions embodied in (normal and processing) exports and their driving forces, 2006–2012," Energy Economics, Elsevier, vol. 59(C), pages 414-422.
    29. Wang, H. & Ang, B.W. & Su, Bin, 2017. "Assessing drivers of economy-wide energy use and emissions: IDA versus SDA," Energy Policy, Elsevier, vol. 107(C), pages 585-599.
    30. Nicholas Z. Muller, 2016. "An Input-Output Model of the U.S. Economy with Pollution Externality," NBER Working Papers 22092, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ma, Ning & Sun, WenLi & Li, Huajiao & Zhou, Xing & Sun, Yihua & Ren, Bo, 2023. "Industrial linkage of global carbon emissions: A heterogeneous ownership perspective," Energy Policy, Elsevier, vol. 172(C).
    2. Jun Liu & Fanfan Deng & Ding Wen & Qian Zhang & Ye Lin, 2023. "Spatial-Temporal Variation and Influencing Factors of Regional Tourism Carbon Emission Efficiency in China Based on Calculating Tourism Value Added," IJERPH, MDPI, vol. 20(3), pages 1-20, January.
    3. Osorio, Pilar & Cadarso, María-Ángeles & Tobarra, María-Ángeles & García-Alaminos, Ángela, 2023. "Carbon footprint of tourism in Spain: Covid-19 impact and a look forward to recovery," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 303-318.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chengcai Tang & Ziwei Wan & Pin Ng & Xiangyi Dai & Qiuxiang Sheng & Da Chen, 2019. "Temporal and Spatial Evolution of Carbon Emissions and Their Influencing Factors for Tourist Attractions at Heritage Tourist Destinations," Sustainability, MDPI, vol. 11(21), pages 1-19, October.
    2. Sun, Ya-Yen & Cadarso, Maria Angeles & Driml, Sally, 2020. "Tourism carbon footprint inventories: A review of the environmentally extended input-output approach," Annals of Tourism Research, Elsevier, vol. 82(C).
    3. Kai Wang & Chang Gan & Yan Ou & Haolong Liu, 2019. "Low-Carbon Behaviour Performance of Scenic Spots in a World Heritage Site," Sustainability, MDPI, vol. 11(13), pages 1-23, July.
    4. Chengcai Tang & Linsheng Zhong & Wenjing Fan & Shengkui Cheng, 2015. "Energy consumption and carbon emission for tourism transport in World Heritage Sites: a case of the Wulingyuan area in China," Natural Resources Forum, Blackwell Publishing, vol. 39(2), pages 134-150, May.
    5. Yue Pan & Gangmin Weng & Conghui Li & Jianpu Li, 2021. "Coupling Coordination and Influencing Factors among Tourism Carbon Emission, Tourism Economic and Tourism Innovation," IJERPH, MDPI, vol. 18(4), pages 1-17, February.
    6. Lingling Chen & Brijesh Thapa & Wei Yan, 2018. "The Relationship between Tourism, Carbon Dioxide Emissions, and Economic Growth in the Yangtze River Delta, China," Sustainability, MDPI, vol. 10(7), pages 1-20, June.
    7. Dandan Liu & Dewei Yang & Anmin Huang, 2021. "LEAP-Based Greenhouse Gases Emissions Peak and Low Carbon Pathways in China’s Tourist Industry," IJERPH, MDPI, vol. 18(3), pages 1-15, January.
    8. 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.
    9. Shuxin Wang & Yiyuan Hu & Hong He & Genxu Wang, 2017. "Progress and Prospects for Tourism Footprint Research," Sustainability, MDPI, vol. 9(10), pages 1-17, October.
    10. 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.
    11. Ling Li & Jingjing Li & Ling Tang & Shouyang Wang, 2019. "Balancing Tourism’s Economic Benefit and CO 2 Emissions: An Insight from Input–Output and Tourism Satellite Account Analysis," Sustainability, MDPI, vol. 11(4), pages 1-19, February.
    12. Wang, Zhenguo & Su, Bin & Xie, Rui & Long, Haiyu, 2020. "China’s aggregate embodied CO2 emission intensity from 2007 to 2012: A multi-region multiplicative structural decomposition analysis," Energy Economics, Elsevier, vol. 85(C).
    13. Wang, H. & Ang, B.W. & Su, Bin, 2017. "A Multi-region Structural Decomposition Analysis of Global CO2 Emission Intensity," Ecological Economics, Elsevier, vol. 142(C), pages 163-176.
    14. Haidi Gao & Alun Gu & Gehua Wang & Fei Teng, 2019. "A Structural Decomposition Analysis of China’s Consumption-Based Greenhouse Gas Emissions," Energies, MDPI, vol. 12(15), pages 1-17, July.
    15. 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.
    16. Balsalobre-Lorente, Daniel & Abbas, Jaffar & He, Chang & Pilař, Ladislav & Shah, Syed Ale Raza, 2023. "Tourism, urbanization and natural resources rents matter for environmental sustainability: The leading role of AI and ICT on sustainable development goals in the digital era," Resources Policy, Elsevier, vol. 82(C).
    17. Zhu, Bangzhu & Su, Bin & Li, Yingzhu & Ng, Tsan Sheng, 2020. "Embodied energy and intensity in China’s (normal and processing) exports and their driving forces, 2005-2015," Energy Economics, Elsevier, vol. 91(C).
    18. Boya Zhang & Shukuan Bai & Yadong Ning & Tao Ding & Yan Zhang, 2020. "Emission Embodied in International Trade and Its Responsibility from the Perspective of Global Value Chain: Progress, Trends, and Challenges," Sustainability, MDPI, vol. 12(8), pages 1-26, April.
    19. Can Tansel TUGCU & Mert TOPCU, 2018. "The impact of carbon dioxide (CO2) emissions on tourism: Does the source of emission matter?," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(614), S), pages 125-136, Spring.
    20. Liu, Nan & Ma, Zujun & Kang, Jidong & Su, Bin, 2019. "A multi-region multi-sector decomposition and attribution analysis of aggregate carbon intensity in China from 2000 to 2015," Energy Policy, Elsevier, vol. 129(C), pages 410-421.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:toueco:v:27:y:2021:i:7:p:1430-1460. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.