Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach

Purpose: Using the data envelopment analysis method to determine the most efficient companies on the Tehran Stock Exchange. Methodology: In this study, three industries- banking, petrochemical, and pharmaceutical- were studied to determine efficient companies. Then, using the ideal planning method,...

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Main Authors: Seyyed Ahmad Edalatpanah, Ramin Godarzi Karim, Bardia Khalilian, Sara Partouvi
Format: Article
Language:fas
Published: Ayandegan Institute of Higher Education, Tonekabon, 2020-05-01
Series:مدیریت نوآوری و راهبردهای عملیاتی
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Online Access:http://www.journal-imos.ir/article_122018_0115baf0d190bac73f5f95130c185155.pdf
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author Seyyed Ahmad Edalatpanah
Ramin Godarzi Karim
Bardia Khalilian
Sara Partouvi
author_facet Seyyed Ahmad Edalatpanah
Ramin Godarzi Karim
Bardia Khalilian
Sara Partouvi
author_sort Seyyed Ahmad Edalatpanah
collection DOAJ
description Purpose: Using the data envelopment analysis method to determine the most efficient companies on the Tehran Stock Exchange. Methodology: In this study, three industries- banking, petrochemical, and pharmaceutical- were studied to determine efficient companies. Then, using the ideal planning method, the investment percentage of each company's share in the portfolio is calculated. This method adds the return and share risk as model variables and with another liquidity variable to them. Findings: The results showed that after ranking the companies, their sensitivity can be analyzed by determining the weaknesses and recognizing the impact of variables to increase the efficiency of companies. Originality/Value: Using the portfolio of efficient companies for investment leads to reducing investment risk and choosing the right portfolio.
format Article
id doaj-art-10dad4501fd24e85805f4509823e9514
institution Kabale University
issn 2783-1345
2717-4581
language fas
publishDate 2020-05-01
publisher Ayandegan Institute of Higher Education, Tonekabon,
record_format Article
series مدیریت نوآوری و راهبردهای عملیاتی
spelling doaj-art-10dad4501fd24e85805f4509823e95142025-01-30T14:59:01ZfasAyandegan Institute of Higher Education, Tonekabon,مدیریت نوآوری و راهبردهای عملیاتی2783-13452717-45812020-05-011111610.22105/imos.2021.266007.1024122018Data Envelopment Analysis and Efficiency of Firms: A Goal Programming ApproachSeyyed Ahmad Edalatpanah0Ramin Godarzi Karim1Bardia Khalilian2Sara Partouvi3Department of Applied Mathematics, Ayandegan Institute of Higher Education, Tonekabon, Iran.Department of Mathematics, University of Alabama at Birmingham, Birmingham, USADepartment of Management and International Business (MIB), University of Auckland, New ZealandSchool of Management & Marketing, Taylor’s University, Malaysia.Purpose: Using the data envelopment analysis method to determine the most efficient companies on the Tehran Stock Exchange. Methodology: In this study, three industries- banking, petrochemical, and pharmaceutical- were studied to determine efficient companies. Then, using the ideal planning method, the investment percentage of each company's share in the portfolio is calculated. This method adds the return and share risk as model variables and with another liquidity variable to them. Findings: The results showed that after ranking the companies, their sensitivity can be analyzed by determining the weaknesses and recognizing the impact of variables to increase the efficiency of companies. Originality/Value: Using the portfolio of efficient companies for investment leads to reducing investment risk and choosing the right portfolio.http://www.journal-imos.ir/article_122018_0115baf0d190bac73f5f95130c185155.pdfdata envelopment analysisefficiency of firmsgoal programing
spellingShingle Seyyed Ahmad Edalatpanah
Ramin Godarzi Karim
Bardia Khalilian
Sara Partouvi
Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
مدیریت نوآوری و راهبردهای عملیاتی
data envelopment analysis
efficiency of firms
goal programing
title Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
title_full Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
title_fullStr Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
title_full_unstemmed Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
title_short Data Envelopment Analysis and Efficiency of Firms: A Goal Programming Approach
title_sort data envelopment analysis and efficiency of firms a goal programming approach
topic data envelopment analysis
efficiency of firms
goal programing
url http://www.journal-imos.ir/article_122018_0115baf0d190bac73f5f95130c185155.pdf
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AT sarapartouvi dataenvelopmentanalysisandefficiencyoffirmsagoalprogrammingapproach