{"title":"基于共同权重dea的APEC国家排名方法，考虑可持续发展目标，包括体面工作、收入不平等和性别平等","authors":"E. Karsak, Nazli Goker","doi":"10.1109/ICDSBA48748.2019.00028","DOIUrl":null,"url":null,"abstract":"Strategic plan that aims to obtain equality and universality around the world is provided by Agenda for Sustainable Development that is announced by United Nations Development Program. Gender equality and women empowerment are included in 17 sustainable development goals that are determined in 2015 and aimed to be achieved by 2030. This study develops a decision aid that is based on common weight data envelopment analysis (DEA). The proposed decision methodology is employed to conduct performance assessment of Asia-Pacific Economic Cooperation countries considering decent work, gender equality, and reduced income inequalities criteria. The developed model does not need a discriminating parameter for efficiency ranking, guarantees to identify the best performing country in a computationally efficient manner, and provides a realistic dispersion for input and output weights. Ranking results of the developed common weight MCDM-DEA model are compared with basic DEA, and super efficiency DEA models along with the common weight DEA approaches proposed by earlier studies.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Common Weight DEA-Based Methodology for Ranking APEC Countries by Considering Sustainable Development Goals Including Decent Work, Income Inequalities, and Gender Equality\",\"authors\":\"E. Karsak, Nazli Goker\",\"doi\":\"10.1109/ICDSBA48748.2019.00028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Strategic plan that aims to obtain equality and universality around the world is provided by Agenda for Sustainable Development that is announced by United Nations Development Program. Gender equality and women empowerment are included in 17 sustainable development goals that are determined in 2015 and aimed to be achieved by 2030. This study develops a decision aid that is based on common weight data envelopment analysis (DEA). The proposed decision methodology is employed to conduct performance assessment of Asia-Pacific Economic Cooperation countries considering decent work, gender equality, and reduced income inequalities criteria. The developed model does not need a discriminating parameter for efficiency ranking, guarantees to identify the best performing country in a computationally efficient manner, and provides a realistic dispersion for input and output weights. Ranking results of the developed common weight MCDM-DEA model are compared with basic DEA, and super efficiency DEA models along with the common weight DEA approaches proposed by earlier studies.\",\"PeriodicalId\":382429,\"journal\":{\"name\":\"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSBA48748.2019.00028\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSBA48748.2019.00028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Common Weight DEA-Based Methodology for Ranking APEC Countries by Considering Sustainable Development Goals Including Decent Work, Income Inequalities, and Gender Equality
Strategic plan that aims to obtain equality and universality around the world is provided by Agenda for Sustainable Development that is announced by United Nations Development Program. Gender equality and women empowerment are included in 17 sustainable development goals that are determined in 2015 and aimed to be achieved by 2030. This study develops a decision aid that is based on common weight data envelopment analysis (DEA). The proposed decision methodology is employed to conduct performance assessment of Asia-Pacific Economic Cooperation countries considering decent work, gender equality, and reduced income inequalities criteria. The developed model does not need a discriminating parameter for efficiency ranking, guarantees to identify the best performing country in a computationally efficient manner, and provides a realistic dispersion for input and output weights. Ranking results of the developed common weight MCDM-DEA model are compared with basic DEA, and super efficiency DEA models along with the common weight DEA approaches proposed by earlier studies.
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