Measuring efficiency in the Chilean wine industry: a robust DEA approach

被引:10
|
作者
Varas, Mauricio [1 ]
Basso, Franco [2 ,3 ]
Maturana, Sergio [4 ]
Pezoa, Raul [5 ]
Weyler, Marcelo [5 ]
机构
[1] Univ Desarrollo, Ctr Invest Sustentabilidad & Gest Estrateg Recurs, Fac Ingn, Santiago, Chile
[2] Pontificia Univ Catolica Valparaiso, Sch Ind Engn, Valparaiso, Chile
[3] Inst Sistemas Complejos Ingn, Santiago, Chile
[4] Pontificia Univ Catolica Chile, Ind & Syst Engn Dept, Santiago, Chile
[5] Univ Diego Portales, Escuela Ingn Ind, Santiago, Chile
关键词
Wine Industry; data Envelopment Analysis; robust Optimization; monte-Carlo Simulation; case study; DATA ENVELOPMENT ANALYSIS; NON-ARCHIMEDEAN-EPSILON; FOOD-SUPPLY CHAIN; OPTIMIZATION APPROACH; OPERATIONAL-RESEARCH; ASSURANCE INTERVAL; CARBON FOOTPRINT; RESEARCH MODELS; IMPRECISE DATA; UNCERTAIN DATA;
D O I
10.1080/00036846.2020.1826400
中图分类号
F [经济];
学科分类号
02 ;
摘要
The Chilean wine industry has been quite innovative in terms of winemaking and trading. Yet, to survive in this competitive industry, wine managers should be aware of the relevance of monitoring their performance. In this paper, we assess how the five wineries listed on the Santiago Stock Exchange of Chile are efficient while using their critical resources for making profits. Particularly, we apply data envelopment analysis (DEA) to benchmark and rank these wineries' technical efficiency based on four inputs and one output. We use data gathered from consolidated financial statements that are prepared using estimates, judgements, and assumptions. To account for some level of ex-post adjustments in data, we evaluate these wineries' relative efficiency using a robust DEA model, which deals with ambiguous, imprecise, and uncertain input-output parameters. We analyse several levels of variability suitable for this data source, and we evaluate how changing the conservatism level affects technical efficiency and the rankings of the wineries. We also conduct a comparison between the five Chilean wineries and nine others from the New World. As the main conclusion, we found that Chilean wineries keep their efficiency level when including international firms in the analysis.
引用
收藏
页码:1092 / 1111
页数:20
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