비모수 검정을 활용한 자동차 기업의 상대적 경영 효율성 평가

Title
비모수 검정을 활용한 자동차 기업의 상대적 경영 효율성 평가
Other Titles
The Evaluation of Relative Management Efficiency of Automobile Companies Using Non-parametric Approach
Author(s)
하귀룡최석봉[최석봉]
Keywords
Relative Efficiency; Non-parametric Approach; Automobile Company; DEA
Issue Date
201406
Publisher
한국지식경영학회
Citation
지식경영연구, v.15, no.2, pp.147 - 164
Abstract
This paper investigated the efficiency of automobile firms by using several non-parametric approaches. First, using Data Envelopment Analysis (DEA), the paper has investigated the critical factors that determine the relative efficiency of management performance in automobile companies. Second, we examined how the firm size impact on the difference of this efficiency by using Kruskl-Wallis Test. Third, by using Mann-whitney test, we also investigated the difference of the efficiency accoss existence of technological innovation activity. Finally, the paper explored the relationship between technological innovation and management efficiency by using logistic regression model. The findings of this study provided practical information for inefficient automobile firms to find benchmarking firms and strategic position to improve their efficiency. The result also provided theoretical and methodological implications for those who explore factors affecting management efficiencies. Future research directions with the limitation of the study are discussed.
URI
http://hdl.handle.net/YU.REPOSITORY/31652
ISSN
1229-9553
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기초교육대학 > 교양학부 > Articles
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