DEA를 통한 산업단지내 강소기업의 효율성 평가 및 특성에 관한 연구: R&D 투자를 중심으로

초록

The purpose of this study is to help understand the characteristics of hidden champions withthe data about primarily recommended companies based on the project to screen hiddenchampions (2014 strategies to promote global creative/innovative hidden champions) sponsoredby the Korea Industrial Complex Corp. Unlike advanced research based on case analysis, thisresearcher employed the CCR/BCC Model of DEA (data envelopment analysis) to classify hiddenchampions by levels and defined groups through case study on the champions classified andfigured out the characteristics of them. For the DEA, input variables were designed as R&Dinvestment (manpower for technology development & investment for technology development),and output variables were designed as data about corporate evaluation (sales & result oftechnology development) and data about research on the site (management evaluation, businessvalue, & technology). For the application of the DEA, the researcher extended the frontier andclassified them into four groups and then analyzed difference between input and output variablesin each of the groups. Finally, companies belonging to the four groups were screened and thenanalyzed to figure out the characteristics of each.

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