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Efficiency and productivity of the food and beverage listed firms in the pre-recession and recessionary periods in Greece

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  • Dimitrios Giokas
  • Nicolaos Eriotis
  • Ioannis Dokas

Abstract

This study uses data envelopment analysis to examine the liquidity and sales efficiency of the Food and Beverage listed firms in Athens Exchange in the period 2006-2012. The liquidity efficiency of the firms is higher than the sales efficiency but the results indicate that there are not statistical significant differences in the rankings estimated by the two models in each period. The Malmquist Productivity Index reveals that over the period of the study, firms have experienced an annual average increase in productivity of 0.5% (a slight progress). On examining the components of this productivity change, it becomes evident that firms have experienced an annual average of 2% increase in technology combined with a decrease in technical efficiency of -1.5%. The results indicate that 52.4% of the firms experienced productivity gains in the examined period, and this was mainly the result of technological gain rather than efficiency improvement. More than 90% of the firms in the sample shift the efficiency frontier and only 33.3% of the firms are catching up, improving their productivity by reducing inefficiency. Moreover, the empirical study reveals that the overall technical inefficiencies of the firms are primarily caused by pure technical inefficiencies rather than scale inefficiencies.

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  • Dimitrios Giokas & Nicolaos Eriotis & Ioannis Dokas, 2015. "Efficiency and productivity of the food and beverage listed firms in the pre-recession and recessionary periods in Greece," Applied Economics, Taylor & Francis Journals, vol. 47(19), pages 1927-1941, April.
  • Handle: RePEc:taf:applec:v:47:y:2015:i:19:p:1927-1941
    DOI: 10.1080/00036846.2014.1002886
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    1. B. Hollingsworth & P. Smith, 2003. "Use of ratios in data envelopment analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 10(11), pages 733-735.
    2. Ioannis E. Tsolas, 2011. "Modelling profitability and effectiveness of Greek-listed construction firms: an integrated DEA and ratio analysis," Construction Management and Economics, Taylor & Francis Journals, vol. 29(8), pages 795-807, July.
    3. Lovell, C. A. Knox & Pastor, Jesus T., 1999. "Radial DEA models without inputs or without outputs," European Journal of Operational Research, Elsevier, vol. 118(1), pages 46-51, October.
    4. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
    5. 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.
    6. Dimara, Efthalia & Skuras, Dimitris & Tsekouras, Kostas & Tzelepis, Dimitris, 2008. "Productive efficiency and firm exit in the food sector," Food Policy, Elsevier, vol. 33(2), pages 185-196, April.
    7. Setiawan, Maman & Emvalomatis, Grigorios & Oude Lansink, Alfons, 2012. "The relationship between technical efficiency and industrial concentration: Evidence from the Indonesian food and beverages industry," Journal of Asian Economics, Elsevier, vol. 23(4), pages 466-475.
    8. Erbetta, Fabrizio & Menozzi, Anna & Corbetta, Guido & Fraquelli, Giovanni, 2013. "Assessing family firm performance using frontier analysis techniques: Evidence from Italian manufacturing industries," Journal of Family Business Strategy, Elsevier, vol. 4(2), pages 106-117.
    9. de Jorge Moreno, Justo, 2008. "Evaluation of technical efficiency among entrant and incumbent firms in the Spanish retailing sector: The effects of deregulation from a regional perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 15(6), pages 500-508.
    10. Margono, Heru & Sharma, Subhash C., 2006. "Efficiency and productivity analyses of Indonesian manufacturing industries," Journal of Asian Economics, Elsevier, vol. 17(6), pages 979-995, December.
    11. Yang, Ji-Chung, 2006. "The efficiency of SMEs in the global market: Measuring the Korean performance," Journal of Policy Modeling, Elsevier, vol. 28(8), pages 861-876, November.
    12. Amatatsu, Hirofumi & Ueda, Tohru, 2012. "Measurement of simultaneous scale and mix changes in inputs and outputs using DEA facets and RTS," European Journal of Operational Research, Elsevier, vol. 223(3), pages 752-761.
    13. Zhu, Joe, 2000. "Multi-factor performance measure model with an application to Fortune 500 companies," European Journal of Operational Research, Elsevier, vol. 123(1), pages 105-124, May.
    14. Giokas, Dimitris I., 2001. "Greek hospitals: how well their resources are used," Omega, Elsevier, vol. 29(1), pages 73-83, February.
    15. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    16. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    17. Mohamad Ikhsan, 2007. "Total Factor Productivity Growth in Indonesian Manufacturing: A Stochastic Frontier Approach," Global Economic Review, Taylor & Francis Journals, vol. 36(4), pages 321-342.
    18. Keh, Hean Tat & Chu, Singfat, 2003. "Retail productivity and scale economies at the firm level: a DEA approach," Omega, Elsevier, vol. 31(2), pages 75-82, April.
    19. Bart Frijns & Dimitris Margaritis & Maria Psillaki, 2012. "Firm efficiency and stock returns," Journal of Productivity Analysis, Springer, vol. 37(3), pages 295-306, June.
    20. Perrigot, Rozenn & Barros, Carlos Pestana, 2008. "Technical efficiency of French retailers," Journal of Retailing and Consumer Services, Elsevier, vol. 15(4), pages 296-305.
    21. Maman Setiawan & Grigorios Emvalomatis & Alfons Oude Lansink, 2012. "Industrial concentration and price-cost margin of the Indonesian food and beverages sector," Applied Economics, Taylor & Francis Journals, vol. 44(29), pages 3805-3814, October.
    22. Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
    23. Chang, Chia-Lin & Robin, Stéphane, 2008. "Public policy, innovation and total factor productivity: An application to Taiwan's manufacturing industry," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(3), pages 352-367.
    24. Psillaki, Maria & Tsolas, Ioannis E. & Margaritis, Dimitris, 2010. "Evaluation of credit risk based on firm performance," European Journal of Operational Research, Elsevier, vol. 201(3), pages 873-881, March.
    25. Kim, Euysung, 2000. "Trade liberalization and productivity growth in Korean manufacturing industries: price protection, market power, and scale efficiency," Journal of Development Economics, Elsevier, vol. 62(1), pages 55-83, June.
    26. Yu, Wantao & Ramanathan, Ramakrishnan, 2009. "An assessment of operational efficiency of retail firms in China," Journal of Retailing and Consumer Services, Elsevier, vol. 16(2), pages 109-122.
    27. Fare, Rolf & Grosskopf, Shawna, 1992. "Malmquist Productivity Indexes and Fisher Ideal Indexes," Economic Journal, Royal Economic Society, vol. 102(410), pages 158-160, January.
    28. 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.
    29. Chen, Yao & Iqbal Ali, Agha, 2004. "DEA Malmquist productivity measure: New insights with an application to computer industry," European Journal of Operational Research, Elsevier, vol. 159(1), pages 239-249, November.
    30. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    31. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    32. Hassan, M. Kabir & Isik, Ihsan & Mamun, Abdullah, 2010. "Trade liberalization and industry performance in Bangladesh," Journal of Policy Modeling, Elsevier, vol. 32(3), pages 399-417, May.
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    8. Chieh-Wen Chang & Kun-Shan Wu & Bao-Guang Chang, 2019. "Productivity Change and Decomposition in Taiwan Bakery Enterprise―Evidence from 85 °C Company," Sustainability, MDPI, vol. 11(24), pages 1-13, December.
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