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Hospitals Productivity Measurement Using Data Envelopment Analysis Technique

BACKGROUND: This study aimed to measure the hospital productivity using data envelopment analysis (DEA) technique and Malmquist indices. METHODS: This is a cross sectional study in which the panel data were used in a 4 year period from 2007 to 2010. The research was implemented in 12 teaching and no...

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Autores principales: TORABIPOUR, Amin, NAJARZADEH, Maryam, ARAB, Mohammad, FARZIANPOUR, Freshteh, GHASEMZADEH, Roya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Tehran University of Medical Sciences 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4449509/
https://www.ncbi.nlm.nih.gov/pubmed/26060727
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author TORABIPOUR, Amin
NAJARZADEH, Maryam
ARAB, Mohammad
FARZIANPOUR, Freshteh
GHASEMZADEH, Roya
author_facet TORABIPOUR, Amin
NAJARZADEH, Maryam
ARAB, Mohammad
FARZIANPOUR, Freshteh
GHASEMZADEH, Roya
author_sort TORABIPOUR, Amin
collection PubMed
description BACKGROUND: This study aimed to measure the hospital productivity using data envelopment analysis (DEA) technique and Malmquist indices. METHODS: This is a cross sectional study in which the panel data were used in a 4 year period from 2007 to 2010. The research was implemented in 12 teaching and non-teaching hospitals of Ahvaz County. Data envelopment analysis technique and the Malmquist indices with an input-orientation approach, was used to analyze the data and estimation of productivity. Data were analyzed using the SPSS.18 and DEAP.2 software. RESULTS: Six hospitals (50%) had a value lower than 1, which represents an increase in total productivity and other hospitals were non-productive. the average of total productivity factor (TPF) was 1.024 for all hospitals, which represents a decrease in efficiency by 2.4% from 2007 to 2010. The average technical, technologic, scale and managerial efficiency change was 0.989, 1.008, 1.028, and 0.996 respectively. There was not a significant difference in mean productivity changes among teaching and non-teaching hospitals (P>0.05) (except in 2009 years). CONCLUSION: Productivity rate of hospitals had an increasing trend generally. However, the total average of productivity was decreased in hospitals. Besides, between the several components of total productivity, variation of technological efficiency had the highest impact on reduce of total average of productivity.
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spelling pubmed-44495092015-06-09 Hospitals Productivity Measurement Using Data Envelopment Analysis Technique TORABIPOUR, Amin NAJARZADEH, Maryam ARAB, Mohammad FARZIANPOUR, Freshteh GHASEMZADEH, Roya Iran J Public Health Short Communication BACKGROUND: This study aimed to measure the hospital productivity using data envelopment analysis (DEA) technique and Malmquist indices. METHODS: This is a cross sectional study in which the panel data were used in a 4 year period from 2007 to 2010. The research was implemented in 12 teaching and non-teaching hospitals of Ahvaz County. Data envelopment analysis technique and the Malmquist indices with an input-orientation approach, was used to analyze the data and estimation of productivity. Data were analyzed using the SPSS.18 and DEAP.2 software. RESULTS: Six hospitals (50%) had a value lower than 1, which represents an increase in total productivity and other hospitals were non-productive. the average of total productivity factor (TPF) was 1.024 for all hospitals, which represents a decrease in efficiency by 2.4% from 2007 to 2010. The average technical, technologic, scale and managerial efficiency change was 0.989, 1.008, 1.028, and 0.996 respectively. There was not a significant difference in mean productivity changes among teaching and non-teaching hospitals (P>0.05) (except in 2009 years). CONCLUSION: Productivity rate of hospitals had an increasing trend generally. However, the total average of productivity was decreased in hospitals. Besides, between the several components of total productivity, variation of technological efficiency had the highest impact on reduce of total average of productivity. Tehran University of Medical Sciences 2014-11 /pmc/articles/PMC4449509/ /pubmed/26060727 Text en Copyright © Iranian Public Health Association & Tehran University of Medical Sciences This work is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported License which allows users to read, copy, distribute and make derivative works for non-commercial purposes from the material, as long as the author of the original work is cited properly.
spellingShingle Short Communication
TORABIPOUR, Amin
NAJARZADEH, Maryam
ARAB, Mohammad
FARZIANPOUR, Freshteh
GHASEMZADEH, Roya
Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title_full Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title_fullStr Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title_full_unstemmed Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title_short Hospitals Productivity Measurement Using Data Envelopment Analysis Technique
title_sort hospitals productivity measurement using data envelopment analysis technique
topic Short Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4449509/
https://www.ncbi.nlm.nih.gov/pubmed/26060727
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