American Journal of Operations Research · 2017 · 23 citations · 26 references
Index SystemResource EfficiencyUnited Arab EmiratesFirm PerformanceBusiness AnalyticsEconomic GrowthIndustrial OrganizationListed CompaniesProductivityEco-efficiencyManagementTechno-economic AnalysisEconomic AnalysisQuantitative ManagementEconomicsTechnical ChangeAccountingFinancePerformance AnalysisBusinessEconometricsData Envelopment AnalysisFinancial Crisis
Data Envelopment Analysis (DEA) is becoming an increasingly popular tool for assessing the relative performance of industries and companies. By applying DEA theory to the non-financial sector, the relative efficiency of 27 listed corporations in the United Arab Emirates (UAE) has been analyzed in this paper. The focus of the study has been on the impact of the financial crisis and the recovery thereafter. Further, the productivity change was decomposed into technical efficiency change and technological change by using the non-parametric Malmquist Productivity Index (MPI) over the period from 2007 to 2014. Based on Malmquist analysis, we find that the most efficient industries during the post-crisis period were food and beverages, telecommunication and pharmaceuticals. In contrast, the sectors that were adversely affected by the crisis were services, real estate, construction and cements. The break-up of the TFP indicated that the efficiency indices in the top performing industries were driven by technological improvements or frontier effects. The top-performing companies in the UAE during the 2007-14 period demonstrated innovation-led growth, aided by the use of better technology, investments in capital equipment, and adoption of new production processes.
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Measuring the efficiency of decision making units
A. Charnes, W. W. Cooper, Edwardo L. Rhodes · European Journal of Operational Research · 1978 · 28.3K citations · Full text
Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries
Rolf Färe, Shawna Grosskopf, Mary Norris et al. · American Economic Review · 2016 · 4.3K citations