{"title":"消费电子行业效率评估:数据包络分析","authors":"Rohit Bansal, S. Kar, Shweta Gupta","doi":"10.1080/10599231.2021.1983502","DOIUrl":null,"url":null,"abstract":"This article aims to assess the efficiency levels of the Indian consumer electronics sector listed companies. The efficiency levels of the Decision-Making Units (DMUs) have been assessed using a non-parametric technique, that is, Data Envelopment Analysis (DEA). The present study is based on panel data of a group of 16 companies listed on the Bombay Stock Exchange for the period March 31, 2014 to March 31, 2018. The study is based on an output-oriented DEA mechanism, that is, profit maximization and Production maximization instead of input-oriented DEA that emphasizes cost and input minimization. The Data Envelopment Analysis has been performed through DEA Excel Solver Pro and R-3.4.1 Software to analyze efficiency levels of the companies mentioned above. The companies’ performance for the period under review has assessed and compared through the use of the Malmquist Productivity Index (MPI) and Tobit Regression. There are very few known studies that have focused on assessing the efficiency level of Indian Consumer’ electronic market using outputoriented DEA models. As per our information, this study is unique in terms of analyzing the efficiency level of the Indian consumer electronic sector for 5 years. The DEA method, along with two other techniques, that is, Malmquist Productivity Index (MPI) and Tobit Regression, can be explained in detail and much more realistic compared to other techniques.","PeriodicalId":15043,"journal":{"name":"Journal of Asia-Pacific Business","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Efficiency Assessment of Consumer’s Electronics Sector: Data Envelopment Analysis\",\"authors\":\"Rohit Bansal, S. Kar, Shweta Gupta\",\"doi\":\"10.1080/10599231.2021.1983502\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article aims to assess the efficiency levels of the Indian consumer electronics sector listed companies. The efficiency levels of the Decision-Making Units (DMUs) have been assessed using a non-parametric technique, that is, Data Envelopment Analysis (DEA). The present study is based on panel data of a group of 16 companies listed on the Bombay Stock Exchange for the period March 31, 2014 to March 31, 2018. The study is based on an output-oriented DEA mechanism, that is, profit maximization and Production maximization instead of input-oriented DEA that emphasizes cost and input minimization. The Data Envelopment Analysis has been performed through DEA Excel Solver Pro and R-3.4.1 Software to analyze efficiency levels of the companies mentioned above. The companies’ performance for the period under review has assessed and compared through the use of the Malmquist Productivity Index (MPI) and Tobit Regression. There are very few known studies that have focused on assessing the efficiency level of Indian Consumer’ electronic market using outputoriented DEA models. As per our information, this study is unique in terms of analyzing the efficiency level of the Indian consumer electronic sector for 5 years. The DEA method, along with two other techniques, that is, Malmquist Productivity Index (MPI) and Tobit Regression, can be explained in detail and much more realistic compared to other techniques.\",\"PeriodicalId\":15043,\"journal\":{\"name\":\"Journal of Asia-Pacific Business\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Asia-Pacific Business\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/10599231.2021.1983502\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Business, Management and Accounting\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Asia-Pacific Business","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/10599231.2021.1983502","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Business, Management and Accounting","Score":null,"Total":0}
Efficiency Assessment of Consumer’s Electronics Sector: Data Envelopment Analysis
This article aims to assess the efficiency levels of the Indian consumer electronics sector listed companies. The efficiency levels of the Decision-Making Units (DMUs) have been assessed using a non-parametric technique, that is, Data Envelopment Analysis (DEA). The present study is based on panel data of a group of 16 companies listed on the Bombay Stock Exchange for the period March 31, 2014 to March 31, 2018. The study is based on an output-oriented DEA mechanism, that is, profit maximization and Production maximization instead of input-oriented DEA that emphasizes cost and input minimization. The Data Envelopment Analysis has been performed through DEA Excel Solver Pro and R-3.4.1 Software to analyze efficiency levels of the companies mentioned above. The companies’ performance for the period under review has assessed and compared through the use of the Malmquist Productivity Index (MPI) and Tobit Regression. There are very few known studies that have focused on assessing the efficiency level of Indian Consumer’ electronic market using outputoriented DEA models. As per our information, this study is unique in terms of analyzing the efficiency level of the Indian consumer electronic sector for 5 years. The DEA method, along with two other techniques, that is, Malmquist Productivity Index (MPI) and Tobit Regression, can be explained in detail and much more realistic compared to other techniques.
期刊介绍:
Present circumstances underscore the need to improve the understanding of conducting business with and within the Asia-Pacific countries. The Journal of Asia-Pacific Business™ provides a blend of cutting-edge knowledge and practical applications on business management and marketing strategy. In the Journal of Asia-Pacific Business™, you will find articles and feature sections that provide a pragmatic view of the business environment in this dynamic region. This essential resource offers readers a good blend of descriptive, conceptual, and theoretical articles dealing with current topics.