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A Study of Different Types of Air Pollutants on the Efficiency of China’s Hotel Industry

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  • Xiaoying Guo

    (Department of International Economics and Trade, School of Economics, Tianjin University of Commerce, Tianjin 300134, China)

  • Wei Wei

    (Department of Economics, School of Economics, Tianjin University of Commerce, Tianjin 300134, China)

  • Yang Li

    (Department of International Economics and Trade, School of Economics, Tianjin University of Commerce, Tianjin 300134, China
    New Huadu Business School, Minjiang University, Fuzhou 350108, China)

  • Lei-Ya Wang

    (Institute of Business and Management, National University of Kaohsiung, Kaohsiung 811, Taiwan)

Abstract

This study focuses on visible and invisible air pollutants and their impacts on China’s hotel industry. Overall, visible air pollutants may block the sights and sceneries and worsen the quality of visitors’ sensory experiences, and invisible air pollutants are unlikely to result in the same perceptions and sensations. Hence, different types of air pollutants may have various impacts on the hotel industry’s operational performance. We employed a bootstrapped truncated regression model to investigate whether different types of air pollutants had distinctive impacts on the hotel industry. The dataset consisted of 31 provinces of China for the period 2012–2015. Empirical results indicate that visible air pollutants significantly decrease the operational efficiency of China’s hotel industry, while invisible air pollutants insignificantly affect the hotel industry.

Suggested Citation

  • Xiaoying Guo & Wei Wei & Yang Li & Lei-Ya Wang, 2019. "A Study of Different Types of Air Pollutants on the Efficiency of China’s Hotel Industry," IJERPH, MDPI, vol. 16(22), pages 1-13, November.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:22:p:4319-:d:284150
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    as
    1. De Borger, Bruno & Kerstens, Kristiaan, 1996. "Cost efficiency of Belgian local governments: A comparative analysis of FDH, DEA, and econometric approaches," Regional Science and Urban Economics, Elsevier, vol. 26(2), pages 145-170, April.
    2. Aiping Zhang & Linsheng Zhong & Yong Xu & Hui Wang & Lijuan Dang, 2015. "Tourists’ Perception of Haze Pollution and the Potential Impacts on Travel: Reshaping the Features of Tourism Seasonality in Beijing, China," Sustainability, MDPI, vol. 7(3), pages 1-18, February.
    3. Ralston, Deborah & Wright, April & Garden, Kaylee, 2001. "Can mergers ensure the survival of credit unions in the third millennium?," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2277-2304, December.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Mukherjee, Kankana & Ray, Subhash C. & Miller, Stephen M., 2001. "Productivity growth in large US commercial banks: The initial post-deregulation experience," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 913-939, May.
    6. Bert Balk, 2001. "Scale Efficiency and Productivity Change," Journal of Productivity Analysis, Springer, vol. 15(3), pages 159-183, May.
    7. Richard P. Rumelt, 1982. "Diversification strategy and profitability," Strategic Management Journal, Wiley Blackwell, vol. 3(4), pages 359-369, October.
    8. Neelam C. Poudyal & Bamadev Paudel & Gary T. Green, 2013. "Estimating the Impact of Impaired Visibility on the Demand for Visits to National Parks," Tourism Economics, , vol. 19(2), pages 433-452, April.
    9. York, Qi Yan & Zhang, Hanqin Qiu, 2010. "The determinants of the 1999 and 2007 Chinese Golden Holiday System: A content analysis of official documentation," Tourism Management, Elsevier, vol. 31(6), pages 881-890.
    10. Kalevi Luoma & Maija‐Liisa Järviö & Ilpo Suoniemi & Reino T. Hjerppe, 1996. "Financial incentives and productive efficiency in Finnish health centres," Health Economics, John Wiley & Sons, Ltd., vol. 5(5), pages 435-445, September.
    11. Chia-Yu Yeh & Chiang-Ming Chen & Jin-Li Hu, 2012. "Business Diversification in the Hotel Industry: A Comparative Advantage Analysis," Tourism Economics, , vol. 18(5), pages 941-952, October.
    12. Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
    13. Anaman, Kwabena A. & Looi, Chee N., 2000. "Economic Impact of Haze-Related Air Pollution on the Tourism Industry in Brunei Darussalam," Economic Analysis and Policy, Elsevier, vol. 30(2), pages 133-143, September.
    14. Constantinos C. Markides & Peter J. Williamson, 1994. "Related diversification, core competences and corporate performance," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 149-165, June.
    15. Dusansky, Richard & Wilson, Paul W, 1994. "Technical Efficiency in the Decentralized Care of the Developmentally Disabled," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 340-345, May.
    16. Barros, Carlos Pestana & Dieke, Peter U.C., 2008. "Measuring the economic efficiency of airports: A Simar-Wilson methodology analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(6), pages 1039-1051, November.
    17. Raczka, Jan, 2001. "Explaining the performance of heat plants in Poland," Energy Economics, Elsevier, vol. 23(4), pages 355-370, July.
    18. Lin, Chen & Su, Dongwei, 2008. "Industrial diversification, partial privatization and firm valuation: Evidence from publicly listed firms in China," Journal of Corporate Finance, Elsevier, vol. 14(4), pages 405-417, September.
    19. Kooreman, Peter, 1994. "Nursing home care in The Netherlands: a nonparametric efficiency analysis," Journal of Health Economics, Elsevier, vol. 13(3), pages 301-316, October.
    20. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    Full references (including those not matched with items on IDEAS)

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