10
Data(s) |
2013
|
---|---|
Resumo |
This contribution introduces Data Envelopment Analysis (DEA), a performance measurement technique. DEA helps decision makers for the following reasons: (1) By calculating an efficiency score, it indicates if a firm is efficient or has capacity for improvement; (2) By setting target values for input and output, it calculates how much input must be decreased or output increased in order to become efficient; (3) By identifying the nature of returns to scale, it indicates if a firm has to decrease or increase its scale (or size) in order to minimise the average total cost; (4) By identifying a set of benchmarks, it specifies which other firms' processes need to be analysed in order to improve its own practices. This contribution presents the essentials about DEA, alongside a case study to intuitively understand its application. It also introduces Win4DEAP, a software package that conducts efficiency analysis based on DEA methodology. The methodical background of DEA is presented for more demanding readers. Finally, four advanced topics of DEA are treated: adjustment to the environment, preferences, sensitivity analysis and time series data. |
Identificador |
http://serval.unil.ch/?id=serval:BIB_86BC6816289C isbn:9781119974079 http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1119974070,subjectCd-BA11.html doi:10.1002/9781118644898.ch10 |
Idioma(s) |
en |
Publicador |
Chichester: Wiley |
Fonte |
Multi-Criteria Decision Analysis : Methods and Software Data Envelopment Analysis |
Palavras-Chave | #Data Envelopment Analysis; performance measurement; efficiency |
Tipo |
info:eu-repo/semantics/bookPart incollection |