IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i17p6259-d405286.html
   My bibliography  Save this article

Intuitionistic Fuzzy Hierarchical Multi-Criteria Decision Making for Evaluating Performances of Low-Carbon Tourism Scenic Spots

Author

Listed:
  • Xuan Yang

    (Dongfang College, Zhejiang University of Finance & Economics, Haining 314408, China)

  • Zhou-Jing Wang

    (School of Information, Zhejiang University of Finance & Economics, Hangzhou 310018, China)

Abstract

Low-carbon tourism is an effective solution to cope with the goal conflict between developing tourist economy and responding to carbon emission reduction and ecological environment protection. Tourism scenic spots are important carriers of tourist activities and play a crucial role in low-carbon tourism. There are multiple factors affecting the low-carbon performance of a tourism scenic spot, and thus the performance evaluation and ranking of low-carbon tourism scenic spots can be framed as a hierarchical multi-criteria decision making (MCDM) problem. This paper develops a novel method to tackle hierarchical MCDM problems, in which the importance preferences of criteria over the decision goal and sub-criteria with respect to the upper-level criterion are provided by linguistic-term-based pairwise comparisons and the assessments of alternatives over each of sub-criteria at the lowest level are furnished by positive interval values. The linguistic-term-based pairwise comparison matrices are converted into intuitionistic fuzzy preference relations and an approach is developed to obtain the global importance weights of the lowest level sub-criteria. A multiplicatively normalized intuitionistic fuzzy decision matrix is established from the interval-value-based assessments of alternatives and a method is proposed to determine the intuitionistic fuzzy value based comprehensive scores of alternatives. A case study is offered to illustrate how to build a performance evaluation index system of low-carbon tourism scenic spots located at Zhejiang Province of China and show the use of the proposed intuitionistic fuzzy hierarchical MCDM method.

Suggested Citation

  • Xuan Yang & Zhou-Jing Wang, 2020. "Intuitionistic Fuzzy Hierarchical Multi-Criteria Decision Making for Evaluating Performances of Low-Carbon Tourism Scenic Spots," IJERPH, MDPI, vol. 17(17), pages 1-16, August.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:17:p:6259-:d:405286
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/17/6259/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/17/17/6259/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Peeters, Paul & Dubois, Ghislain, 2010. "Tourism travel under climate change mitigation constraints," Journal of Transport Geography, Elsevier, vol. 18(3), pages 447-457.
    2. Gössling, Stefan & Garrod, Brian & Aall, Carlo & Hille, John & Peeters, Paul, 2011. "Food management in tourism: Reducing tourism’s carbon ‘foodprint’," Tourism Management, Elsevier, vol. 32(3), pages 534-543.
    3. Nyambuu, Unurjargal & Semmler, Willi, 2020. "Climate change and the transition to a low carbon economy – Carbon targets and the carbon budget," Economic Modelling, Elsevier, vol. 84(C), pages 367-376.
    4. Hui Lin & Zhou-Jing Wang, 2017. "Linguistic Multi-Attribute Group Decision Making with Risk Preferences and Its Use in Low-Carbon Tourism Destination Selection," IJERPH, MDPI, vol. 14(9), pages 1-14, September.
    5. 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.
    6. Nae-Wen Kuo & You-Yu Dai, 2012. "Applying the Theory of Planned Behavior to Predict Low-Carbon Tourism Behavior: A Modified Model from Taiwan," International Journal of Technology and Human Interaction (IJTHI), IGI Global, vol. 8(4), pages 45-62, October.
    7. 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.
    8. 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).
    9. 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.
    10. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    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. An-Jin Shie & You-Yu Dai & Ming-Xing Shen & Li Tian & Ming Yang & Wen-Wei Luo & Yenchun Jim Wu & Zhao-Hui Su, 2022. "Diamond Model of Green Commitment and Low-Carbon Travel Motivation, Constraint, and Intention," IJERPH, MDPI, vol. 19(14), pages 1-21, July.
    2. Gongyi Jiang & Weijun Gao & Meng Xu & Mingjia Tong & Zhonghui Liu, 2023. "Geographic Information Visualization and Sustainable Development of Low-Carbon Rural Slow Tourism under Artificial Intelligence," Sustainability, MDPI, vol. 15(4), pages 1-24, February.

    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. 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.
    2. Lingling Chen & Lin Yi & Rongrong Cai & Hui Yang, 2022. "Spatiotemporal Characteristics of the Correlation among Tourism, CO 2 Emissions, and Economic Growth in China," Sustainability, MDPI, vol. 14(14), pages 1-31, July.
    3. Rui Wang & Bing Xia & Suocheng Dong & Yu Li & Zehong Li & Duoxun Ba & Wenbiao Zhang, 2020. "Research on the Spatial Differentiation and Driving Forces of Eco-Efficiency of Regional Tourism in China," Sustainability, MDPI, vol. 13(1), pages 1-23, December.
    4. An-Jin Shie & You-Yu Dai & Ming-Xing Shen & Li Tian & Ming Yang & Wen-Wei Luo & Yenchun Jim Wu & Zhao-Hui Su, 2022. "Diamond Model of Green Commitment and Low-Carbon Travel Motivation, Constraint, and Intention," IJERPH, MDPI, vol. 19(14), pages 1-21, July.
    5. Gössling, Stefan, 2013. "National emissions from tourism: An overlooked policy challenge?," Energy Policy, Elsevier, vol. 59(C), pages 433-442.
    6. Fangming Qin & Jingyan Liu & Gang Li, 2024. "Accounting for tourism carbon emissions: A consumption stripping perspective based on the tourism satellite account," Tourism Economics, , vol. 30(3), pages 633-654, May.
    7. Hu, Fang & Tang, Thomas Li-Ping & Chen, Yuanpeng & Li, Yubo, 2024. "Sustainable tourism in China: Visualization of low-carbon transitions at three tourist attractions across three occasions," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
    8. 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.
    9. 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.
    10. 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.
    11. Zhenquan Xiao & Polat Muhtar & Wenxiu Huo & Chaogao An & Ling Yang & Fengrong Zhang, 2021. "Spatial and Temporal Differentiation of the Tourism Water Footprint in Mainland China and Its Influencing Factors," Sustainability, MDPI, vol. 13(18), pages 1-23, September.
    12. 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.
    13. Huiqiang Ma & Jiale Liu & Jianchao Xi, 2022. "Decoupling and decomposition analysis of carbon emissions in Beijing’s tourism traffic," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5258-5274, April.
    14. Xiaorong He & Jizhi Shi & Haichao Xu & Chaoyue Cai & Qiangsheng Hu, 2022. "Tourism Development, Carbon Emission Intensity and Urban Green Economic Efficiency from the Perspective of Spatial Effects," Energies, MDPI, vol. 15(20), pages 1-23, October.
    15. 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.
    16. Aijun Liu & Taoning Liu & Xiaohui Ji & Hui Lu & Feng Li, 2019. "The Evaluation Method of Low-Carbon Scenic Spots by Combining IBWM with B-DST and VIKOR in Fuzzy Environment," IJERPH, MDPI, vol. 17(1), pages 1-30, December.
    17. Sun, Ya-Yen & Gossling, Stefan & Zhou, Wanru, 2022. "Does tourism increase or decrease carbon emissions? A systematic review," Annals of Tourism Research, Elsevier, vol. 97(C).
    18. Victor Moutinho, 2015. "Is there Convergence and Causality between the Drivers of Energy-Related Carbon Dioxide Emissions among the Portuguese Tourism Industry?," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 828-840.
    19. Yalan Shi & Miaojing Yu, 2021. "Assessing the Environmental Impact and Cost of the Tourism-Induced CO 2 , NO x , SO x Emission in China," Sustainability, MDPI, vol. 13(2), pages 1-19, January.
    20. 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.

    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:gam:jijerp:v:17:y:2020:i:17:p:6259-:d:405286. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.