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Review of Economic Perspectives

Národohospodárský obzor; The Journal of Masaryk University

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Volume 17, Issue 4


Is profitability a good proxy for efficiency? Evidence from the subsector of tour operators

Veronika Hedija / Roman Fiala / Martina Kuncová
  • Corresponding author
  • Department of Economic Studies, College of Polytechnics Jihlava, Tolstého 16, 586 01 Jihlava Czech Republic
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Published Online: 2017-12-21 | DOI: https://doi.org/10.1515/revecp-2017-0022


The goal of the paper is to evaluate the economic efficiency of tour operators in the Czech Republic in the period 2007-2014 using data envelopment analysis (DEA) models and prove the link between economic efficiency and profitability and to find out if profitability is a good proxy for economic efficiency. Data was exported from the database Albertina CZ Gold Edition. We calculated the efficiency score using CCR (Charnes, Cooper and Rhodes) and BCC (Banker, Charnes and Cooper) models based on 3 inputs and 1 output. In the years 2007 to 2010, the efficiency score of almost all the companies was higher than 0.5; however, in years since 2011, we revealed significant differences in the efficiency of individual firms and only about 40 percent of tour operators achieved an efficiency score higher than 0.5. Using Pearson and Spearman correlation coefficients, our findings show that, in the case of the Czech tour operator market, profitability ratios do not correspond with firm efficiency. Profitability ratios are not a good proxy for economic efficiency and should not be used as the only firm criterion of performance.

Keywords: DEA model; economic efficiency; tour operators; profitability; efficiency-profitability relationship


  • Aday, S., Farrell, H., Lynch, M, Sides, J. and Freelon, D. (2012). Blogs and Bullets II: New Media and Conflict after the Arab Spring. United States Institute of Peace, Peaceworks No. 80. Available from: https://www.files.ethz.ch/isn/150696/PW80.pdf. [Accessed: 2017-06-08].Google Scholar

  • Aissa, S. B. and Goaied, M. (2016). Determinants of Tunisian hotel profitability: The role of managerial efficiency. Tourism Management, 52, 478-487. DOI: 10.1016/j.tourman.2015.07.015Web of ScienceCrossrefGoogle Scholar

  • Ali, M. and Byerlee, D. (1991). Economic efficiency of small farmers in a changing world: A survey of recent evidence. Journal of International Development, 3(1), 1-27. DOI: 10.1002/jid.4010030102CrossrefGoogle Scholar

  • Anderson, R. I., Lewis, D. and Parker, M. E. (1999). Another Look at the Efficiency of Corporate Travel Management Departments. Journal of Travel Research, 37(3), 267-272. DOI: 10.1177/004728759903700308CrossrefGoogle Scholar

  • Assaf, A. G., Barros., C. P. and Machado, L. P. (2011). The future outlook for Portuguese travel agents. Tourism Economics, 17(2), 405-423. DOI: 10.5367/te.2011.0034Web of ScienceCrossrefGoogle Scholar

  • Banker R. D, Charnes, A. and Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078-1092. DOI: 10.1287/mnsc.30.9.1078CrossrefGoogle Scholar

  • Barros, C. P. and Alves, C. (2003). Hypermarket retail store efficiency in Portugal. International Journal of Retail and Distribution Management, 31(11), 549-560. DOI: https://doi.org/10.1108/09590550310503285CrossrefGoogle Scholar

  • Barros C. P. and Mascarenhas M. J. (2005). Technical and allocative efficiency in a chain of small hotels. International Journal of Hospitality Management, 24(3), 415-436. DOI: 10.1016/j.ijhm.2004.08.007CrossrefGoogle Scholar

  • Barros, C. P. and Matias, A. (2006). Assessing the efficiency of tour operators with a stochastic cost frontier: A Portuguese case study. International Journal of Tourism Research, 8(5), 367-379. DOI: 10.1002/jtr.578CrossrefGoogle Scholar

  • Bell, R. A. and Morey, R. C. (1995). Increasing the Efficiency of Corporate Travel Management through Macro Benchmarking. Journal of Travel Research, 33(3), 11-20. DOI: 10.1177/004728759503300303CrossrefGoogle Scholar

  • Bisnode (2016). Albertina CZ Gold Edition: [database on DVD-ROM] [Accessed: 2016-07-01].Google Scholar

  • Brown, J. R. and Ragsdale, C. T. (2002). The competitive market efficiency of hotel brands: An application of data envelopment analysis. Journal of Hospitality and Tourism Research, 26(4), 332-360. DOI: 10.1177/109634802237483CrossrefGoogle Scholar

  • Charnes, A., Cooper, W. W. and Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429-444. DOI: 10.1016/0377-2217(78)90138-8CrossrefWeb of ScienceGoogle Scholar

  • Cooper, W. W., Seiford, L. M. and Zhu, J. (2004). Handbook on Data Envelopment Analysis. Norwell: Kluwer Academic Publishers.Google Scholar

  • Cooper, W. W., Seiford, L. M. and Tone, K. (2007). Data Envelopment Analysis - A Comprehensive Text with Models, Applications, References and DEA-Solver Software. New York: Springer Science + Business Media Inc. DOI: 10.1007/b109347CrossrefGoogle Scholar

  • Cooper, W. W., Seiford, L. M. and Tone, K. (2006). Introduction to Data Envelopment Analysis and Its Uses. New York: Springer Science + Business Media Inc. DOI: 10.1007/0-387-29122-9CrossrefGoogle Scholar

  • Czech Statistical Office (2017a). Domácí a výjezdový cestovní ruch v ČR - Archiv 2003 - 2013 - Cestovní ruch - časové řady. Available from: https://www.czso.cz/csu/czso/cru40_cr. [Accessed: 2017-06-12].Google Scholar

  • Czech Statistical Office (2017b). Cestovní ruch - časové řady. Availabe from: https://www.czso.cz/csu/czso/cru_cr. [Accessed: 2017-06-12].Google Scholar

  • Fageda, X. and Voltes-Dorta, A (2012). Efficiency and profitability of Spanish airports: a composite nonstandard profit function approach. Working paper, Universitat de Barcelona. Available from: http://www.ub.edu/graap/airport_ef.pdf. [Accessed: 2017-08-16].Google Scholar

  • Farrell, M. J. (1957). The measurement of productive efficiency. Journal of Royal Statistical Society (Series A), 120(3), 253-281.Google Scholar

  • Fuentes, R. (2011). Efficiency of tour operators: A case study of Alicante, Spain. Tourism Management, 32(1), 75-87. DOI: 10.1016/j.tourman.2009.12.003CrossrefGoogle Scholar

  • Greene, W. H. and Segal, D. (2004). Profitability and Efficiency in the U.S. Life Insurance Industry. Journal of Productivity Analysis, 21(3), 229-247. DOI: https://doi.org/10.1023/b:prod.0000022092.70204.faCrossrefGoogle Scholar

  • Guillén, J., Rengifo, E. W. and Ozsoz, E. (2014). Relative power and efficiency as a main determinant of banks’ profitability in Latin America, Borsa Istanbul Review, 14(2), 119-125. DOI: 10.1016/j.bir.2014.02.003CrossrefGoogle Scholar

  • Hult, G. T. M., Ketchen, D. J., Chabowski, B. R., Hamman, M. K., Dykes, B. J. et al. (2008). An assessment of the measurement of performance in international business research. Journal of International Business Studies, 39(6), 1064-1080.Web of ScienceCrossrefGoogle Scholar

  • Inoue, Y. and Lee, S. (2011). Effects of different dimensions of corporate social responsibility on corporate financial performance in tourism-related industries. Tourism Management, 32, 790-804. DOI: https://doi.org/10.1016/j.tourman.2010.06.019CrossrefGoogle Scholar

  • Jablonský, J. and Dlouhý, M. (2004). Modely hodnocení efektivnosti produkčních jednotek. Praha: Professional Publishing.Google Scholar

  • Keramidou, I., Mimis, A., Fotinopoulou, A. and Tassis, C. D. (2013). Exploring the relationship between efficiency and profitability. Benchmarking: An International Journal, 20(5), 647-660. DOI: https://doi.org/10.1108/bij-12-2011-0090CrossrefGoogle Scholar

  • Köksal, C. D. and Aksu, A. A. (2007). Efficiency evaluation of A-group tour operators with data envelopment analysis (DEA): A case study in the Antalya region, Turkey. Tourism Management, 28(3), 830-834. DOI: 10.1016/j.tourman.2006.05.013CrossrefGoogle Scholar

  • Kumar, S. (2008). An Analysis of Efficiency - Profitability Relationship in Indian Public Sector Banks. Global Business Review, 9(1), 115-129. DOI: 10.1177/097215090700900108CrossrefGoogle Scholar

  • Lotan, G., Graeff, E., Ananny, M., Gaffney, D., Pearce, I. and Boyd, D. (2011). The Revolutions Were Tweeted: Information Flows During the 2011Tunisian and Egyptian Revolutions. International Journal of Communication, 5, 1375-1405.Google Scholar

  • Ministry of Regional Development of the Czech Republic (2017a). Statistiky cestovního ruchu 2010. Available from: http://www.mmr.cz/cs/Regionalni-politika-a-cestovniruch/Cestovni-ruch/Statistiky-Analyzy/Statistiky-cestovniho-ruchu-2010. [Accessed: 2017-06-09].Google Scholar

  • Ministry of Regional Development of the Czech Republic (2017b). Statistiky cestovního ruchu 2011. Available from: http://www.mmr.cz/cs/Regionalni-politika-a-cestovniruch/Cestovni-ruch/Statistiky-Analyzy/Statistiky-cestovniho-ruchu-2011. [Accessed: 2017-06-09].Google Scholar

  • Mostafa, M. M. (2010). Does efficiency matter? Examining the efficiency-profitability link in the US specialty retailers and food consumer stores. International Journal of Productivity and Performance Management, 59(3), 255-273. DOI: 10.1108/17410401011023582CrossrefGoogle Scholar

  • Olson, D. and Zoubi, T. A. (2011). Efficiency and bank profitability in MENA countries. Emerging Markets Review, 12(2), 94-110. DOI: 10.1016/j.ememar.2011.02.003CrossrefGoogle Scholar

  • Palečková, I. (2015). Relationship between Profitability and Efficiency in the Czech Banking Sector. In: Palečková, I. and Szarowská, I. (eds.), Proceeding of the 15th International Conference on Finance and Banking. Karviná: Silesian University, 286-291.Google Scholar

  • Pan, C-M. (2005). Market structure and profitability in the international tourist hotel industry. Tourism Management, 26, 845-850. DOI: 10.1016/j.tourman.2004.04.008CrossrefGoogle Scholar

  • Porcelli, F. (2009). Measurement of Technical Efficiency. A Brief Survey on Parametric and Non-Parametric Techniques. United Kingdon: University of Warwick.Google Scholar

  • Raczkowski, K. (2016). Public management. New York: Springer International Publishing.Google Scholar

  • Ramírez-Hurtado, J. M. and Contreras, I. (2016). Efficiency of travel agency franchises: a study in Spain. Service Business, First online. 1-23. DOI: 10.1007/s11628-016-0326-1CrossrefGoogle Scholar

  • Reynolds, D. (2003). Hospitality-productivity assessment using data-envelopment analysis. The Cornell Hotel and Restaurant Administration Quarterly, 44(2), 130-137.Google Scholar

  • Rose, S., Spinks, N. and Canhoto, A. I. (2015). Management Research: Applying the principles. London and New York: Routledge.Google Scholar

  • Samuelson, P. A. and Nordhaus, W. D. (1998). Economics. Boston: Irwin/McGraw-Hill.Google Scholar

  • Sellers-Rubio, R. and Nicolau-Gonzálbez, J. L. (2009). Assessing performance in services: the travel agency industry. The Service Industries Journal, 29(5), 653-667. DOI: 10.1080/02642060902720147Web of ScienceCrossrefGoogle Scholar

  • Shieh, H-S. (2012). Does Cost Efficiency Lead to Better Financial Performance? A Study on Taiwan International Tourist Hotels. Journal of Hospitality Financial Management, 20(1), 17-30. DOI: 10.1080/10913211.2012.10721889CrossrefGoogle Scholar

  • Subačienė, R. and Senkus, K. (2013). Net profitability analysis of travel organizers and travel agencies. Ekonomika, 92(1), 156-165.Google Scholar

  • Šiška, L. (2017). Comparing CB-SEM and PLS-SEM: a case showing management accounting impact on performance. Polish Journal of Management Studies, 15(2), 240-249.Google Scholar

About the article

Received: 2017-06-13

Accepted: 2017-10-18

Published Online: 2017-12-21

Published in Print: 2017-12-20

Citation Information: Review of Economic Perspectives, Volume 17, Issue 4, Pages 425–440, ISSN (Online) 1804-1663, DOI: https://doi.org/10.1515/revecp-2017-0022.

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© by Martina Kuncová. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. BY-NC-ND 4.0

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