제조중소기업의 기술개발성공률과 R&D활동에 관한 연구 - 의사결정나무 분석을 활용하여 -
A Study on the Success Ratio of Technology Development and R&D activities in manufacturing SMEs - By Decision Tree Analysis -
The Aim of this study is to find out the characteristics of SMEs, that has higher success ratio of technology development and extract implications not only for practitioners but also government policy. The Study used cross-sectional data of 2,807 SMEs in manufacturing sector from “Survey on SMEs Technology & R&D 2011” which was conducted by Korea Federation of Small and Medium Business and Decision Tree Analysis as a methodology. The result shows that Firm should develop R&D operation strategy and action plan with considering the level of industry’s technology. Firm in high and medium technology must secure an exclusive R&D department and over 3% R&D expenditure on total sales, while in low technology must secure IP protection law and equipments for R&D in the firm. For SMEs supports by government, it can provide a guideline to evaluate which firm will use government’s support more effectively and efficiently, when compare the characteristics of target firms and technologies with this study results.
목차
Ⅰ. 서론 Ⅱ. 선행연구 Ⅲ. 연구의 설계 Ⅳ. 분석 및 결과 Ⅴ. 결론 및 시사점 참고문헌 Abstract
키워드
R&D activitiesTechnology developmentDecision Tree Analysis