Revistes Publicacions URV: SORT - Statistics and Operations Research Transactions> 2019

Data envelopment analysis efficiency of public services: bootstrap simultaneous confidence region

  • Datos identificativos

    Identificador: RP:4695
  • Autores:

    Rodríguez, Jesús M.
    Salvador, Bonifacio
    Tapia, Jesús A.
  • Otros:

    Autor según el artículo: Rodríguez, Jesús M. Salvador, Bonifacio Tapia, Jesús A.
    Palabras clave: Data envelopment analysis
    Resumen: Public services, such as higher education, medical services, libraries or public administration offices, provide services to their customers. To obtain opinion-satisfaction indices of customers, it would be necessary to survey all the customers of the service (census), which is impossible. What is possible is to estimate the indices by surveying a random customer sample. The efficiency obtained with the classic data envelopment analysis models, considering the opinion indices of the customers of the public service as output data estimated with a user sample, will be an estimation of the obtained efficiency if the census is available. This paper proposes a bootstrap methodology to build a confidence region to simultaneously estimate the population data envelopment analysis efficiency score vector of a set of public service-producing units, with a fixed confidence level and using deterministic input data and estimated customer opinion indices as output data. The usefulness of the result is illustrated by describing a case study comparing the efficiency of libraries.
    Año de publicación de la revista: 2019
    Tipo de publicación: ##rt.metadata.pkp.peerReviewed## info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article
  • Palabras clave:

    Data envelopment analysis
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