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A two-stage data envelopment analysis approach to productivity, efficiency and their sustainability in the hotel industry of Tunisia

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Abstract

Integrating sustainable practices to hotel industry is crucial to overall business and environmental sustainability. The productivity, efficiency, and their sustainability in hotel industry of Tunisia (years: 2014–2015) is analyzed using two-stage Data Envelopment Analysis. The study employed a bootstrapping method to correct possible bias associated with the efficiency scores. Tobit regression analysis was used to find the relationship between efficiency and sustainability indicators. In addition, Malmquist productivity index was adopted to estimate productivity. A comparison is done on the efficiency and productivity of touristic regions of Tunisia and the effect of the sustainability indicators like water consumption, tourism gross domestic product and poverty rate. Results show that Tunisian hotel industry has experienced decline in efficiency from 2014 to 2015. Further analysis shows that operational inefficiency is the root-cause of the underperformance rather than scale inadequacy. Water consumption and direct contribution of tourism to gross domestic product has a positive impact on the efficiency of the country’s hotel industry. Poverty rate negatively affects the efficiency of the country’s hotel industry. Integrated practices with operational improvement and sustainability practices are recommended as policy mechanism. To support required water and sustainability, water-recycling plants are also suggested, coupled with Corporate Social Responsibility projects.

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References

  • Aissa, S.B., Goaied, M.: Determinants of Tunisian hotel profitability: the role of managerial efficiency. Tour. Manag. 52, 478–487 (2016)

    Article  Google Scholar 

  • Al-Aomar, R., Hussain, M.: An assessment of green practices in a hotel supply chain: a study of UAE hotels. J. Hosp. Tour. Manag. 32, 71–81 (2017). https://doi.org/10.1016/j.jhtm.2017.04.002

    Article  Google Scholar 

  • Alonso-Almeida, M., Fernández Robin, C., Celemín Pedroche, M., Astorga, P.: Revisiting green practices in the hotel industry: a comparison between mature and emerging destinations. J. Clean. Prod. 140, 1415–1428 (2017). https://doi.org/10.1016/j.jclepro.2016.10.010

    Article  Google Scholar 

  • Álvarez, I.C., Barbero, J., Zofío, J.L.: A data envelopment analysis toolbox for MATLAB, working papers in economic theory 2016/3, Department of Economics, Universidad Autónoma de Madrid, Spain (2016)

  • Banker, R.D.: Estimating most productive scale size using data envelopment analysis. Eur. J. Oper. Res. 17(1), 35–44 (1984)

  • Barros, C.: Measuring efficiency in the hotel sector. Ann. Tour. Res. 32(2), 456–477 (2005). https://doi.org/10.1016/j.annals.2004.07.011

    Article  Google Scholar 

  • Caves, D.W., Christensen, L.R., Diewert, W.E.: The economic theory of index numbers and the measurement of input, output, and productivity. Econom. J. Econom. Soc. 50, 1393–1414 (1982)

    Google Scholar 

  • Chan, W.: Partial analysis of the environmental costs generated by hotels in Hong Kong. Int. J. Hosp. Manag. 24(4), 517–531 (2005). https://doi.org/10.1016/j.ijhm.2004.10.008

    Article  Google Scholar 

  • Chan, E.S., Okumus, F., Chan, W.: What hinders hotels’ adoption of environmental technologies: A quantitative study. Int. J. Hosp. Manag. 84, 102324 (2020)

  • Charnes, A., Cooper, W.W., Rhodes, E.: Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2, 429–444 (1978)

  • Chen, L.-F.: Hotel chain affiliation as an environmental performance strategy for luxuryhotels. Int. J. Hosp. Manag. 77, 1–6 (2019). https://doi.org/10.1016/j.ijhm.2018.08.021

    Article  Google Scholar 

  • Cop, S., Alola, U.V., Alola, A.A.: Perceived behavioral control as a mediator of hotels’ green training, environmental commitment, and organizational citizenship behavior: a sustainable environmental practice. Bus. Strategy Environ. 29(8), 3495–3508 (2020)

    Article  Google Scholar 

  • Çop, S., Olorunsola, V.O., Alola, U.V.: Achieving environmental sustainability through green transformational leadership policy: can green team resilience help? Bus. Strategy Environ. 30(1), 671–682 (2020)

    Article  Google Scholar 

  • Djebali, N., Zaghdoudi, K.: Testing the governance-performance relationship for the Tunisian banks: a GMM in system analysis. Financ. Innov. 6, 1–24 (2020)

    Article  Google Scholar 

  • Färe, R., Grosskopf, S., Norris, M., Zhang, Z.: Productivity growth, technical progress, and efficiency change in industrialized countries. Am. Econ. Rev. 84, 66–83 (1994)

    Google Scholar 

  • Financial Times. https://www.ft.com/content/081d7132-10c9-11e8-940e-08320fc2a277 (2018)

  • Hsiao, T., Chuang, C., Kuo, N., Yu, S.: Establishing attributes of an environmental management system for green hotel evaluation. Int. J. Hosp. Manag. 36, 197–208 (2014). https://doi.org/10.1016/j.ijhm.2013.09.005

    Article  Google Scholar 

  • Hsieh, L., Lin, L.: A performance evaluation model for international tourist hotels in Taiwan—an application of the relational network DEA. Int. J. Hosp. Manag. 29(1), 14–24 (2010). https://doi.org/10.1016/j.ijhm.2009.04.004

    Article  Google Scholar 

  • Ibrahim, M.D., Daneshvar, S.: Efficiency analysis of healthcare system in Lebanon using modified data envelopment analysis. J. Healthc. Eng. (2018). https://doi.org/10.1155/2018/2060138

    Article  Google Scholar 

  • Ibrahim, M.D., Daneshvar, S., Hocaoğlu, M.B., Oluseye, O.W.G.: An estimation of the efficiency and productivity of healthcare systems in sub-Saharan Africa: health-centred millennium development goal-based evidence. Soc. Indic. Res. 143(1), 371–389 (2019a)

  • Ibrahim, M.D., Ferreira, D.C., Daneshvar, S., Marques, R.C.: Transnational resource generativity: efficiency analysis and target setting of water, energy, land, and food nexus for OECD countries. Sci. Total Environ. 697, 134017 (2019b)

    Article  Google Scholar 

  • Iheonu, C.O., Asongu, S.A., Odo, K.O., Ojiem, P.K.: Financial sector development and Investment in selected countries of the Economic Community of West African States: empirical evidence using heterogeneous panel data method. Financ. Innov. 6(1), 1–15 (2020)

    Article  Google Scholar 

  • Jeffrey, H., Bleasdale, S.: Mass Tourism in a Small World. CABI, Oxford (2017)

    Google Scholar 

  • Jhingan, M.L.: Macro Economic Theory. Vrinda Publications Pvt Ltd., New Delhi (2012)

    Google Scholar 

  • Johns, N., Howcroft, B., Drake, L.: The use of data envelopment analysis to monitorhotel productivity. Prog. Tour. Hosp. Res. 3(2), 119–127 (1997). https://doi.org/10.1002/(sici)1099-1603(199706)3:2%3c119::aid-pth74%3e3.3.co;2-u

    Article  Google Scholar 

  • Kang, K.H., Stein, L., Heo, C.Y., Lee, S.: Consumers’ willingness to pay for green initiatives of the hotel industry. Int. J. Hosp. Manag. 31(2), 564–572 (2012). https://doi.org/10.1016/j.ijhm.2011.08.001

    Article  Google Scholar 

  • Kirillova, K., Fu, X., Kucukusta, D.: Workplace design and well-being: aesthetic perceptions of hotel employees. Serv. Ind. J. 40(1–2), 27–49 (2020)

    Article  Google Scholar 

  • KNOEMA. https://knoema.com/atlas (2019). (Accessed 20 November 2018)

  • Kularatne, T., Wilson, C., Månsson, J., Hoang, V., Lee, B.: Do environmentally sustainable practices make hotels more efficient? A study of major hotels in Sri Lanka. Tour. Manag. 71, 213–225 (2019). https://doi.org/10.1016/j.tourman.2018.09.009

    Article  Google Scholar 

  • Kumar, S.: Resource use and waste management in Vietnam hotel industry. J. clean. prod. 13(2), 109–116 (2005)

  • Li, Y., Song, H., Sang, P., Chen, P.H., Liu, X.: Review of critical success factors (CSFs) for green building projects. Build. Environ. 158, 182–191 (2019)

  • Mak, A., Chang, R.: The driving and restraining forces for environmental s adoption in the hotel Industry: a force field analysis approach. Tour. Manag. 73, 48–60 (2019). https://doi.org/10.1016/j.tourman.2019.01.012

    Article  Google Scholar 

  • Oxford Business Group.: The report (2017) https://oxfordbusinessgroup.com/overview/recovery-road-smart-policy-increased-security-and-focus-new-segments. (Access 15 December 2020)

  • Parkan, C.: Measuring the performance of hotel operations. Socioecon. Plan. Sci. 30(4), 257–292 (1996). https://doi.org/10.1016/s0038-0121(96)00013-4

    Article  Google Scholar 

  • Peng, H., Zhang, J., Lu, L., Tang, G., Yan, B., Xiao, X., Han, Y.: Eco-efficiency and its determinants at a tourism destination: a case study of Huangshan National Park, China. Tour. Manag. 60, 201–211 (2017). https://doi.org/10.1016/j.tourman.2016.12.005

    Article  Google Scholar 

  • Pham Phu, S.T., Fujiwara, T., Hoang, M.G., Pham, V.D., Tran, M.T.: Waste separation at source and recycling potential of the hotel industry in Hoi An city, Vietnam. J Mater. Cycl. Waste Manag. 21(1), 23–34 (2019)

  • Ponting, S.S.A.: Organizational identity change: impacts on hotel leadership and employee wellbeing. Serv. Ind. J. 40(1–2), 6–26 (2020)

    Article  Google Scholar 

  • Ramanathan, R., Ramanathan, U., Zhang, Y.: Linking operations, marketing and environmental capabilities and diversification to hotel performance: a data envelopment analysis approach. Int. J. Prod. Econ. 176, 111–122 (2016). https://doi.org/10.1016/j.ijpe.2016.03.010

    Article  Google Scholar 

  • Sari, K., Suslu, M.: A modeling approach for evaluating green performance of a hotel supply chain. Technol. Forecast. Soc. Change 137, 53–60 (2018). https://doi.org/10.1016/j.techfore.2018.06.041

    Article  Google Scholar 

  • Shieh, H.: The greener, the more cost efficient? An empirical study of international tourist hotels in Taiwan. Int. J. Sustain. Dev World Ecol. 19(6), 536–545 (2012). https://doi.org/10.1080/13504509.2012.741627

    Article  Google Scholar 

  • Simar, L., Wilson, P.W.: Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models. Manag. Sci. 44(1), 49–61 (1998). https://doi.org/10.1287/mnsc.44.1.49

    Article  Google Scholar 

  • Tarim, Ş, Dener, H.I., Tarim, ŞA.: Efficiency measurement in the hotel industry: output factor constrained DEA application. Anatolia 11(2), 111–123 (2000)

    Article  Google Scholar 

  • Tzeremes, N.G.: Robust Malmquist productivity measurement: evidence from Spanish hotel industry during the Great Recession. Int. J. Product. Perform. Manag. 70, 408–426 (2020)

    Article  Google Scholar 

  • World Bank. https://data.worldbank.org/indicator (2018). (Accessed 20 November 2018)

  • World Resources Institute. https://www.wri.org/insights/ranking-worlds-most-water-stressed-countries-2040 (2019)

  • WTTC.: Travel & Tourism Economic Impact 2018 Tunisia. The World Travel and Tourism Council, London, UK. (2018) Available at: https://www.wttc.org (accessed 15 April 2020)

  • Yin, P., Chu, J., Wu, J., Ding, J., Yang, M., Wang, Y.: A DEA-based two-stage network approach for hotel performance analysis: an internal cooperation perspective. Omega 93, 102035 (2020)

    Article  Google Scholar 

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AA: Writing—original draft, Formal analysis. MHEA: Conceptualization, Formal analysis. MDI: Investigation, Formal analysis, Methodology. SD: Editing and Supervision. UVA: Formal analysis.

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Correspondence to Andrew Adewale Alola.

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El Alaoui, M.H., Ibrahim, M.D., Daneshvar, S. et al. A two-stage data envelopment analysis approach to productivity, efficiency and their sustainability in the hotel industry of Tunisia. Qual Quant 57, 955–972 (2023). https://doi.org/10.1007/s11135-022-01389-7

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