IDEAS home Printed from https://ideas.repec.org/a/sae/toueco/v27y2021i4p762-776.html
   My bibliography  Save this article

A study on the multiobjective optimization model for tourism development – Take Shanghai as example

Author

Listed:
  • Qian Li

    (12634Shanghai University of Finance and Economics, China)

  • Meiwei Tang

    (12391Nanjing University of Finance and Economics, China)

  • Chengbo Li

    (12688Dongbei University of Finance and Economics, China)

Abstract

This article establishes a multiobjective optimization model for discussing tourism development issues. Tourism direct gross value added (TDGVA), tourism employment (TE) and tourism carbon emissions (TCEs) are integrated in the model, and sets of Pareto solutions are defined. By solving multiobjective optimization model through genetic algorithm, we design three tourism industry structure optimization schemes, namely, the growth-biased scheme, low-carbon emissions-biased scheme and employment-biased scheme. Compared with the actual data for 2012, TDGVA increased by 23.8 billion yuan rising by 14.8% in the growth-biased scheme, TCE fell by 4.97 million tons decreasing by 11.3% in the low-carbon emissions-biased scheme and TE increased by 83.53 thousand jobs increasing by 2% in the employment-biased scheme. The selection of tourism policy depends on the preference of decision makers.

Suggested Citation

  • Qian Li & Meiwei Tang & Chengbo Li, 2021. "A study on the multiobjective optimization model for tourism development – Take Shanghai as example," Tourism Economics, , vol. 27(4), pages 762-776, June.
  • Handle: RePEc:sae:toueco:v:27:y:2021:i:4:p:762-776
    DOI: 10.1177/1354816620901934
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1354816620901934
    Download Restriction: no

    File URL: https://libkey.io/10.1177/1354816620901934?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. Liu, Anyu & Wu, Doris Chenguang, 2019. "Tourism productivity and economic growth," Annals of Tourism Research, Elsevier, vol. 76(C), pages 253-265.
    2. Larry Dwyer & Peter Forsyth & Ray Spurr & Thiep VanHo, 2003. "Tourism's Contribution to a State Economy: A Multi-Regional General Equilibrium Analysis," Tourism Economics, , vol. 9(4), pages 431-448, December.
    3. 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.
    4. Meiwei Tang & Shouzhong Ge, 2018. "Accounting for carbon emissions associated with tourism-related consumption," Tourism Economics, , vol. 24(5), pages 510-525, August.
    5. Li, ShiNa & Li, Hengyun & Song, Haiyan & Lundberg, Christine & Shen, Shujie, 2017. "The economic impact of on-screen tourism: The case of The Lord of the Rings and the Hobbit," Tourism Management, Elsevier, vol. 60(C), pages 177-187.
    6. 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.
    7. Pornpen Vora-Sittha, 2016. "Economic Impact of Tourism Accommodation: Thailand," Asian Social Science, Canadian Center of Science and Education, vol. 12(7), pages 222-222, July.
    8. Sébastien Mathouraparsad & Alain Maurin, 2017. "Measuring the Multiplier Effects of Tourism industry to the Economy," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 7(2), pages 1-7.
    Full references (including those not matched with items on IDEAS)

    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. 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).
    2. 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.
    3. Meiwei Tang & Shouzhong Ge, 2018. "Accounting for carbon emissions associated with tourism-related consumption," Tourism Economics, , vol. 24(5), pages 510-525, August.
    4. João-Pedro Ferreira & Pedro N Ramos & Michael L Lahr, 2020. "The rise of the sharing economy: Guesthouse boom and the crowding-out effects of tourism in Lisbon," Tourism Economics, , vol. 26(3), pages 389-403, May.
    5. 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.
    6. Chao Bi & Jingjing Zeng, 2019. "Nonlinear and Spatial Effects of Tourism on Carbon Emissions in China: A Spatial Econometric Approach," IJERPH, MDPI, vol. 16(18), pages 1-17, September.
    7. 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.
    8. Yi Lin & Xin Qi & Lijuan Wang, 2024. "Digital Transformation and Carbon Intensity: Evidence from Chinese Tourism Companies," Sustainability, MDPI, vol. 16(21), pages 1-22, October.
    9. 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.
    10. Raúl Hernández-Martín & Hugo Padrón-Ávila, 2021. "The Carbon Footprint of Airport Ground Access as Part of an Outbound Holiday Trip," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Niccolò Comerio & Fernanda Strozzi, 2019. "Tourism and its economic impact: A literature review using bibliometric tools," Tourism Economics, , vol. 25(1), pages 109-131, February.
    17. Muhammad Khalid Anser & Zahid Yousaf & Usama Awan & Abdelmohsen A. Nassani & Muhammad Moinuddin Qazi Abro & Khalid Zaman, 2020. "Identifying the Carbon Emissions Damage to International Tourism: Turn a Blind Eye," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
    18. Chu, Angus C. & Liao, Chih-Hsing & Xu, Rongxin & Chen, Ping-Ho, 2024. "Dynamic effects of tourism shocks on innovation in an open-economy Schumpeterian growth model," Economic Modelling, Elsevier, vol. 131(C).
    19. Natalia Porto & Matías Ciaschi, 2021. "Reformulating the tourism-extended environmental Kuznets curve: A quantile regression analysis under environmental legal conditions," Tourism Economics, , vol. 27(5), pages 991-1014, August.
    20. Aydın Ünal & Baran Sinan Bayar, 2020. "A Research On The Local Community'S Assessments On The Festivals Organized In Their Own Destinations," Cactus - The tourism journal for research, education, culture and soul, Bucharest University of Economic Studies, vol. 2(2), pages 35-45.

    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:4:p:762-776. 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.