Efficiency Analysis of Restaurants Operating in the Rural Areas: The Case of Slovenia

Tanja Planinc, Marko Kukanja


The purpose of this paper is to analyse the efficiency performance of restaurants operating in the rural areas of Slovenia. The sample consisted of 52 independently run rural restaurant facilities. Data were obtained from restaurant managers and restaurant firms’ financial reports. Based on a convenience sampling method, only those restaurants whose only source of operating revenues was providing food in a restaurant setting were included in the sample. In order to assess restaurants’ efficiency performance, Data Envelopment Analysis (dea) was used. Financial variables were used as inputs and outputs to perform de a. This paper contributes to the growing body of literature in the field of restaurant efficiency measurement by providing valuable insights into rural- restaurants efficiency performance. The findings of this study have several significant implications for future research and practice.

Keywords: efficiency, restaurant industry, Slovenia, smes, dea

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Alberca, P., & Parte, L. (2018).Operational efficiency evaluation of restaurant firms. International Journal of Contemporary Hospitality Management, 30(3), 1959–1977.

Assaf, A. G., & Agbola, F. W. (2011). Modelling the performance of Australian hotels: A de a double bootstrap approach. Tourism Economics, 17(1), 73–89.

Assaf, A. G., Deery, M., & Jago, L. (2011). Evaluating the performance and scale characteristics of the Australian restaurant industry. Journal of Hospitality & Tourism Research, 35(4), 419–436.

Assaf, A. G., & Josiassen, A. (2016). Frontier analysis: Astateof- the-art reviewandmeta-analysis. Journal of Travel Research, 55(5), 612–627.

Assaf, A. G., & Matawie, K. M. (2009). Atwo-stage approach to efficiency modeling: An application to the Australian hospital food production industry. Journal of Hospitality & Tourism Research, 33(3), 284–304.

Atkinson,H.,&Brown, J. B. (2001).Rethinking performance measures:Assessing progress in uk hotels. International Journal of Contemporary Hospitality Management, 13(3), 128–136.

Banker, R. D., & Morey, R. C. (1986). Efficiency analysis for exogenously fixed inputs and outputs. Operations Research, 34(4), 513–521.

Banker, R.D., Potter, G., & Srinivasan, D. (2005). Association of nonfinancial performance measures with the financial performance of a lodging chain. Cornell Hotel and Restaurant Administration Quarterly, 46(4), 394–412.

Barros, C.A. P. (2005).Measuring efficiency in the hotel sector. Annals of Tourism Research, 32(2), 456–477.

Barros, C. A. P., Dieke, P. U. C., & Santos, C. M. (2010). Heterogeneous technical efficiency of hotels in Luanda, Angola. Tourism Economics, 16(1), 137–151.

Barros, C. A. P., & Santos, C. A. (2006). The measurement of efficiency in Portuguese hotels using data envelopment analysis. Journal of Hospitality & Tourism Research, 30(3), 378–400.

Barrows, C. W., Vieira, E. T., & DiPietro, R. B. (2015). Increasing the effectiveness of benchmarking in the restaurant industry. International Journal of Process Management and Benchmarking, 6(1), 79–111.

Bélisle, F. J. (1983). Tourism and food production in the Caribbean. Annals of Tourism Research, 10(4), 497–513.

Bessière, J. (1998). Local development and heritage: Traditional food and cuisine as tourist attractions in rural areas. Sociologia Ruralis, 38(1), 21–34.

Bogetoft, P., & Otto, L. (2011). Benchmarking with dea, sfa, and r.NewYork, ny: Springer Science+Business Media.

Boyne, S. (2001). vfr (visiting friends and relatives) tourism in rural Scotland: A geographical case study analysis. In J. J. Lennon (Ed.), International perspectives on tourism statistics (pp. 125–136). London, England: Continuum International Publishers.

Boyne, S., Williams, F., & Hall, D. (2002).On the trail of regional success: Tourism, food production and the Isle of Arran Taste Trail. In A.-M. Hjalager & G. Richards (Eds.), Tourism and gastronomy (pp. 91–114). Abingdon, England: Routledge.

Briedenhann, J., & Wickens, E. (2004). Tourism routes as a tool for the economic development of rural areas: Vibrant hope or impossible dream? Tourism Management, 25(1), 71–79.

Brown, J. R., & Ragsdale, C. T. (2002).The competitive market efficiency of hotel brands: An application of data envelopment analysis. Journal of Hospitality & Tourism Research, 26(4), 332–360.

Choi, K.W., Roh, Y. S., & Yoon, J.-H. (2007). An empirical examination of productivity of a chain restaurant using data envelopment analysis (dea). International Journal of Quality and Productivity Management, 7(1), 47–67.

Coelli, T. J., Rao, D. S. P., O’Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis. New York, ny: Springer Science & Business Media.

Dashper, K. (Ed.). (2014). Rural tourism: An international perspective. Newcastle upon Tyne, England: Cambridge Scholars.

Donthu, N., Hershberger, E. K., & Osmonbekov, T. (2005). Benchmarking marketing productivity using data en- velopment analysis. Journal of Business Research, 58(11), 1474–1482.

Emrouznejad, A., & Yang, G. (2018). A survey and analysis of the first 40 years of scholarly literature in dea: 1978– 2016. Socio-Economic Planning Sciences, 61(c), 4–8.

Fang, C.-Y., & Hsu, F.-S. (2014). An efficiency- based metafrontier approach tomenu analysis. Journal of Hospitality & Tourism Research, 38(2), 199–221.

Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society, 120(3), 253–290.

Fried, H. O., Knox Lovell, C. A., & Schmidt, S. S. (Eds.) (1993). The measurement of productive efficiency: Techniques and applications.NewYork, ny;Oxford, England: Oxford University Press.

Fried, H. O., Knox Lovell, C. A., & Schmidt, S. S. (Eds.) (2008). The measurement of productive efficiency and productivity growth. New York, ny: Oxford University Press, usa.

George, E. W.,Mair, H., & Reid, D. G. (Eds.). (2009). Rural tourism development: Localismand cultural change. Bristol, England: Channel View Publications.

Geografski terminološki slovar. (2013). Retrieved https://isjfr.zrc-sazu.si/sl/terminologisce/slovarji/geografski#v

Giménez-García, V. M., Martínez-Parra, J. L., & Buffa, F. P. (2007). Improving resource utilization in multi-unit networked organizations: The case of a Spanish restaurant chain. Tourism Management, 28(1), 262–270.

Giokas, D., Eriotis, N., & Dokas, I. (2015). Efficiency and productivity of the food and beverage listed firms in the prerecession and recessionary periods in Greece. Applied Economics, 47(19), 1927–1941.

Hadad, Y., Friedman, L., & Hanani, M. Z. (2007). Measuring efficiency of restaurants using the data envelopment analysis methodology. Computer Modelling and New Technologies, 11(4), 25–35.

Hall, D., Roberts, L., & Morag, M. (Eds.) (2016). New directions in rural tourism. Abingdon, England: Routledge.

Hansen, S. C., Otley, D. T., & Van der Stede,W. A. (2003). Practice developments in budgeting. Journal of Management Accounting Research, 15(1), 95–116.

Hruschka, H. (1986). Ansätze der effizienzmessung von betrieben. Journal Für Betriebswirtschaft, 36(2), 76–85.

Kaplan, R. S., & Norton, D. P. (1992). The balanced scorecard: Measures that drive performance. Harvard Business Review, 70(1), 71–79.

Kaplan, R. S., & Norton, D. P. (1996). Using the balanced scorecard as a strategic management system. Harvard Business Review, 74(1), 75–85.

Kukanja, M., & Planinc, T. (2018a). Efficiency analysis of restaurants in a small economy after the implementation of fiscal cash registers: The case of Slovenia. Organizacija, 51(4), 239–253.

Kukanja, M., & Planinc, T. (2018b). Influence of managers’ perceptions of quality on restaurant operational profitability: Evidence from Slovenian smes. Turizam, 66(2), 115–129.

Lee, C., Hallak, R., & Sardeshmukh, S. R. (2016). Innovation, entrepreneurship, and restaurant performance: A higher-order structuralmodel. Tourism Management, 53, 215–228.

MacNulty, P. (2004). Establishing the principles for sustainable rural tourism. In Rural tourism in Europe: Experiences, development and perspectives (pp. 13–18). Madrid, Spain: World Tourism Organization.

Martić, M., Novaković, M., & Baggia, A. (2009). Data envelopment analysis: Basic models and their utilization. Organizacija, 42(2), 37–43.

Mhlanga, O. (2018). Factors impacting restaurant efficiency. Tourism Review, 73(1), 82–93.

Ministrstvo za kmetijstvo in okolje. (2013). Program razvoja podeželja Republike Slovenije za obdobje 2014–2020. Ljubljana, Slovenia: Ministrstvo za kmetijstvo in okolje.

Nigam, D., & Narula, V. K. (Eds.) (2011). Rural tourism: Emerging issues and challenges. New Delhi, India: Shree Publishers & Distributors.

oecd. (1994). Tourism strategies and rural development. Paris, France: Author.

Oliveira, R., Pedro, M. I., & Marques, R. C. (2013). Efficiency and its determinants in Portuguese hotels in the Algarve. Tourism Management, 36, 641–649.

Parte, L., & Alberca, P. (2019). A multistage model to evaluate the efficiency the bar industry. International Journal of Hospitality Management, 77, 512–522.

Pérez-Rodríguez, J. V., & Acosta-González, E. (2007). Cost efficiency of the lodging industry in the tourist destination of Gran Canaria (Spain). Tourism Management, 28(4), 993-1005.

Planinc, T., Kukanja, M., & Planinc, S. (2018). Classification and efficiency analysis of Slovenian restaurant smes. Academica Turistica, 11(1), 31–42.

Poldrugovac, K., Tekavcic, M., & Jankovic, S. (2016). Efficiency in the hotel industry: An empirical examination of the most influential factors. Economic Research, 29(1), 583–597.

Reynolds, D. (2003). Hospitality-productivity assessment: Using data-envelopment analysis. Cornell Hotel and Restaurant Administration Quarterly, 44(2), 130–137.

Reynolds, D. (2004). An exploratory investigation of multiunit restaurant productivity assessment using data envelopment analysis. Journal of Travel & Tourism Marketing, 16(2/3), 19–26.

Reynolds, D., & Biel, D. (2007). Incorporating satisfaction measures into a restaurant productivity index. International Journal of Hospitality Management, 26(2), 352–361.

Reynolds, D., & Taylor, J. (2011). Validating a de a-based menu analysis model using structural equation modeling. International Journal of Hospitality Management, 30(3), 584–587.

Reynolds, D., & Thompson, G. M. (2007). Multiunit restaurant productivity assessment using three-phase data envelopment analysis. International Journal of Hospitality Management, 26(1), 20–32.

Riley, M. (1999). Re-defining the debate on hospitality productivity. Tourism and Hospitality Research, 1(2), 182– 186.

Roberts, L., & Hall, D. (2001). Rural tourism and recreation: Principles to practice. Wallingford, England: cabi Publishing.

Roh, E. Y., & Choi, K. (2010). Efficiency comparison of multiple brands within the same franchise: Data envelopment analysis approach. International Journal of Hospitality Management, 29(1), 92–98.

Sainaghi, R., Phillips, P., & Zavarrone, E. (2017). Performance measurement in tourism firms: A content analytical meta-approach. Tourism Management, 59(2017), 36–56.

Sedmak, G., Planinc, T., & Planinc, S. (2011). Unexploited potentials of networking in the hospitality business-Slovenia’s Case. Tourism and Hospitality Management, 17(2), 187–200.

Sharpley, R., & Sharpley, J. (1997). Rural tourism: An introduction. London, England: International Thomson Business Press.

Tarigan, D., Josua, & Widjaja, D. C. (2012). The relationship between non-financial performance and financial performance using balanced scorecard. International Journal of Innovation, Management and Technology, 3(5), 614–618.

Taylor, J., Reynolds, D., & Brown, D. M. (2009). Multi-factor menu analysis using data envelopment analysis. International Journal of Contemporary Hospitality Management, 21(2), 213–225.

Wöber, K. W. (2007). Data envelopment analysis. Journal of Travel & Tourism Marketing, 21(4), 91–108.

wttc. (2019a). Travel & Tourism economic impact 2018 Slovenia. London, England: Author.

wttc. (2019b). Travel & Tourism economic impact 2019 World. London, England: Author.

Zakon o spremembah in dopolnitvah Zakona o gostinstvu (zgos-b) (2005). Uradni list Republike Slovenije, No. 101, 10613–10618.

Zupančič, J. (2019, 3 August). Država ima slab marketing: pri nas ni vse slabo in drago. Retrieved from https://www.vecer.com/intervju-drzava-ima-slab-marketing-pri-nas-ni-vse-slabo-in-drago-10048179


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