DEA-SBM을 이용한 지식산업센터 입주희망기업의 경영효율성 분석 - 전라북도 전주시 소재 기타기계 및 장비 제조업을 중심으로 -
The analysis of management efficiency of businesses hoping to move into the Knowledge Industry Center, using DEA-SBM - focused on the equipment manufacturing and machines industry in Jeonju, Jeollabuk-do, South Korea -
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The Knowledge Industry Centers have recently been built as an urban industrial site. Demanding of the Center has been increased from the small manufacturing with large demanding to the cutting-edge businesses caused by the industrial structure development. Because moved companies to the Knowledge Industry Center can get benefits : less paying of rental fee, business plan for good prices, better location, and convenient employment. This study analyzed business management efficiency of moving-list for the Knowledge Industry Center focused on manufacturing equipments and machines industry in Jeonju, Jeollabuk-do, South Korea, using DEA-SBM which is Data Envelopment Efficiency Analysis-Slack Based Measurement. Considering slack, we also analyzed causes of inefficiency. The number of employees, rental fee, and area were set for input, and sales were set for output. Management efficiency of businesses, hoping to move into the Knowledge Industry Center, recorded CRS 31.2%, VRS 61.0%, and the key factor to cause the inefficiency turned out to the rental fee. These results showed below. First, companies want to get into the Knowledge Industry Center have to consider rental fee as well as tax and rent reduction from not only the government but local government entities. When the company moves into the Knowledge Industry Center also should consider of the availability of full employment, distance from office and residence for contribution to the improvement of management efficiency.
Abstract
The Knowledge Industry Centers have recently been built as an urban industrial site. Demanding of the Center has been increased from the small manufacturing with large demanding to the cutting-edge businesses caused by the industrial structure development. Because moved companies to the Knowledge Industry Center can get benefits : less paying of rental fee, business plan for good prices, better location, and convenient employment. This study analyzed business management efficiency of moving-list for the Knowledge Industry Center focused on manufacturing equipments and machines industry in Jeonju, Jeollabuk-do, South Korea, using DEA-SBM which is Data Envelopment Efficiency Analysis-Slack Based Measurement. Considering slack, we also analyzed causes of inefficiency. The number of employees, rental fee, and area were set for input, and sales were set for output. Management efficiency of businesses, hoping to move into the Knowledge Industry Center, recorded CRS 31.2%, VRS 61.0%, and the key factor to cause the inefficiency turned out to the rental fee. These results showed below. First, companies want to get into the Knowledge Industry Center have to consider rental fee as well as tax and rent reduction from not only the government but local government entities. When the company moves into the Knowledge Industry Center also should consider of the availability of full employment, distance from office and residence for contribution to the improvement of management efficiency.
참고문헌 (25)
- 김성혜, "산업단지 외부 지식산업센터의 임대료 결정요인에 관한 연구 － 서울 성수동 지식산업센터를 중심으로 －", 주거환경, 14(2), pp.201~218 (2016), 한국주거환경학회
- 김윤수, "도시형 산업입지 공급현황과 정책적 시사점", 월간KIET 산업경제, 281, pp.45~53 (2016)
- 김호남, "전남지역의 제조업 효율성과 수출 경쟁력", 박사, 무역학협동과정, pp.2013
- 김창범, "광주·전남지역 제조업의 효율성과 생산성", 지역개발연구, 46(1), pp.1~14 (2014)
- 김형태, "비수도권 지식산업센터 입주업체의 연계효과에 관한 연구", 한국지역개발학회지, 25(1), pp.103~118 (2013), 한국지역개발학회
- 박정현, "제조기업의 경영효율성 분석에 관한 연구", 산업경영시스템학회지, 25(5), pp.22~30 (2002), 한국산업경영시스템학회
- 박홍균, "SBM을 이용한 글로벌 물류기업의 정보시스템 성과분석", 한국항만경제학회지, 27(4), pp.37~49 (2011), 한국항만경제학회
- 임대형 지식산업센터 건립 타당성, 운영 및 중장기 발전방안 연구, "산업연구원", ~ (2010)
- 저소득층 밀집지구 지식산업센터 건립 추진을 위한 사전타당성, "산업연구원", ~ (2014)
- 저소득층 밀집지구 지식산업센터 건립 타당성조사, "산업연구원", ~ (2016)
- 소순후, "비방사적 SBM 모형을 이용한 지역전략산업 기술개발투자의 효율성 분석", 산업경제연구, 24(2), pp.1169~1188 (2011), 한국산업경제학회
- 송동섭, "중소제조업의 경영효율성 분석 –화합물 및 화학제품 제조업을 중심으로", 생산성논집, 14(2), pp.177~197 (2000)
- 이정동, "효율성 분석이론 DEA 자료포락분석법" (2012), ㈜지필미디어
- 유금록, "공립도서관의 효율성 평가: 부트스트랩 자료포락분석", 행정논총, 48(3), pp.275~303 (2010), 한국행정연구소
- 왕정한, "지식산업센터 공급활성화를 위한 제도개선방안 연구 - 임대형 지식산업센터를 중심으로 -", 디자인융복합연구(구.인포디자인이슈), 10(3), pp.71~84 (2011), 디자인융복합학회(구.한국인포디자인학회)
- 임필재, "공간자기상관을 고려한 수도권 지식산업센터 매매가 및 임대료 모형 구축에 관한 연구", 부동산학연구, 19(2), pp.5~20 (2013), 한국부동산분석학회
- 최경호, "전라북도 김치관련 제조업체의 상대적 효율성 및 통계적 분석", 디지털융복합연구, 12(8), pp.139~146 (2014), 한국디지털정책학회[DOI]
- Banker, R. D, "Models for the Estimation of Technical and Scale Efficiencies in Data Envelopment Analysis", Management Science, 30, pp.1078~1092 (1984)
- Banker, R, "Estimation of returns to scale using data analysis", European Journal of Operational Research, 62(1), pp.72~84 (1992)
- Boussofiane, A, "Applied Data Envelopment Analysis", European Journal of Operation Research, (51), pp.1~15 (1991)
- Charnes, A, "Measuring the Efficiency of Decision Making Units", European Journal of Operation Research, 2(6), pp.429~444 (1978)
- Coelli. T. J, "An Introduction to Efficiency and Productivity Analysis" (2005), Springer
- Hzfiz Ghulam Mujaddad, "Measuring efficiency of manufacturing industries in Parkistan: An Application of DEA Double Bootstrap Technique", Parkinstan Economic and Social Review, 54(2), pp.363~384 (2016)
- Kaoru Tone, "A slack-based measure of efficiency in data envelopment analysis", European Journal of Operational Research, (130), pp.498~509 (2001)
- Mehran Ali Memon, "Size and Operational Performance of Manufacturing Companies in Pakistan Using Data Envelopment Analysis", Journal of Information Engineering and Application, 2(4), pp.39~49 (2012)