Estudio Comparativo de los Servicios de Mantenimiento Utilizando Técnicas de Minería de Datos

Translated title of the contribution: A comparative study of maintenance services using the data-mining technique

Antonio M. Cruz, Wilmer A. Aguilera-Huertas, Darío A. Días-Mora

Research output: Contribution to journalResearch Articlepeer-review

6 Scopus citations

Abstract

Objectives The main goal in this research was comparing two hospitals' maintenance service quality. One of them had a contract service; the other one had an in-house maintenance service. Materials and methods The authors followed the next stages when conducting this research: domain understanding, data characterisation and sample reduction, insight characterisation and building the TAT predictor. Multiple linear regression and clustering techniques were used for improving the efficiency of corrective maintenance tasks in a clinical engineering department (CED). The indicator being studied was turnaround time (TAT). Results The institution having an in-house maintenance service had better quality indicators than the contract maintenance service. Conclusions There was lineal dependence between availability and service productivity.
Translated title of the contributionA comparative study of maintenance services using the data-mining technique
Original languageSpanish (Colombia)
Pages (from-to)653-661
Number of pages9
JournalRevista de Salud Publica
Volume11
Issue number4
DOIs
StatePublished - Jul 1 2009

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering

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