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Verification Test of Sales-high-growth Firms Using Technology Appraisal Items
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기술력 평가항목을 이용한 매출액 고성장기업 판별력 검증

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Type
Academic journal
Author
Journal
한국금융정보학회 금융정보연구 금융정보연구 제7권 제2호 KCI Accredited Journals
Published
2018.1
Pages
51 - 73 (23page)

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Verification Test of Sales-high-growth Firms Using Technology Appraisal Items
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Abstract· Keywords

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This study was started to verify whether the ‘forward-looking’ based technology appraisal model can be used to identify sales-high-growth firms in advance. The firms was divided into four groups according to the type of industry and the age of company, and the discriminant power of the model was verified through decision tree. As a result of the analysis, management capability and technology superiority were found to be a key variable for determining the sales-high-growth companies in all industries and the age of company. The classification accuracy of the model for the 4 clusters is 89-95% level, and confirming the possibility that the technology appraisal model can be applied to discriminate sales-high-growth companies.
#Technology Financing #Technology Appraisal #Machine Learning #Decision Tree #Sales-high-growth Firms

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References (20)

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권오형 / 2012 / 수퍼 가젤형 기업의 특성과 성공요인에 관한탐색적 연구 / 기업가정신과 벤처연구 15(2):45~64 dbpia 김석현 / 2009 / 100대 제조업 고성장 기업의 전략적 혁신 특성 / STEPI Insight (36):1~32 google schola 김선화 / 2009 / 중소기업 성장 결정요인에 관한 연구 / 중소기업연구 31(2):237~254 google schola 김성태 / 2015 / 고성장기업의 결정요인에 관한 연구: 기술평가지표를 중심으로 / 기술혁신연구 23(3):373~396 dbpia 박순홍 / 2013 / 가젤기업(Gazelles)의 특성에 관한 연구 / 중소기업연구 35(1):1~24 google schola

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