The Journal of Society for e-Business Studies (한국전자거래학회지)

Society for e-Business Studies (한국전자거래학회)
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Small Business Technological Assets Protection Factors Analysis Using Logistic Regression Analysis

로지스틱 회귀분석을 이용한 중소기업 기술보호 요인 분석

  • Hong, Jun Suk (Graduate School of Public and Information Technology, Seoul National University Of Science & Technology) ;
  • Park, Won Hyung (Department of Cyber Security, Far East University) ;
  • Kim, Yanghoon (Department of Cyber Security, Far East University) ;
  • Kook, Kwang Ho (College of Business and Technology, Seoul National University Of Science & Technology)
  • Received : 2015.04.13
  • Accepted : 2015.07.07
  • Published : 2015.08.31
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Abstract

The main objective of this study was to identify the factors that can maximize the effect of preventing technology leakage by government support. Therefore we used the 2013 small business technology protection capabilities and level of research which is conducted by the Small and Medium Business Administration, and have analyzed the presence of small business technological assets leakage protection eand skills. Multiple logistic regression analysis was performed to identify 1,518 small companies (43 big companies are excluded) which are divided into 155 technological assets leaked small business and non-leaked 1363 small business. The most important factors associated with technology leakage were entrant control system, security audit, employee absence of security activities and important data protection measures. This result shows that if the government can support more for these details, technological asset leakage prevention effect is expected to be maximized.

본 연구는 중소기업청에서 실시한 2013년 중소기업 기술보호 역량 및 수준조사를 바탕으로 중소기업의 기술유출 경험유무와 기술보호 요인을 분석하여 정부지원을 통한 기술유출방지 효과를 극대화 할 수 있는 핵심 요인을 도출하고자 한다. 중소기업 기술보호 역량 및 수준조사 대상 1,561개 기업 중 대기업 43개를 제외한 1,518개 중소기업 중 기술유출 중소기업 155개와 미유출 중소기업 1,363개 중소기업에 대해 기술보호 요인을 로지스틱 회귀분석 하였다. 기술유출 관련 요인을 분석한 결과, 출입자 통제 시스템 운영, 보안감사 실시여부, 임직원 부재 시 보안활동, 중요자료 보호대책 마련이 핵심요인으로 도출되었으며, 이들 사항에 대해 정부차원에서 집중적인 지원이 이루어진다면 기술보호 효과가 극대화 될 수 있을 것으로 사료된다.

Keywords

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