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학술논문한국혁신학회지2025.11 발행

A meta-frontier analysis of the impact of CEO education on the performance of software startups

A meta-frontier analysis of the impact of CEO education on the performance of software startups

이충헌(HSAD AI사업화센터); 강미경(성균관대학교); 이대호(성균관대학교)

20권 4호, 275~289쪽

초록

This study researches the influence of CEO educational backgrounds on the technical efficiency (TE) of software startups. Employing stochastic frontier analysis (SFA) and meta-frontier analysis (MFA), data encompassing 199 software companies are examined. Findings present a dichotomy; companies led by non-engineer CEOs demonstrate higher TE in SFA, whereas the production function of companies led by CEOs with an engineering background tend to approach the meta-frontier more closely in MFA. Moreover, this study underscores that CEO educational backgrounds profoundly impact a company’s performance, reinforcing the significant role of CEOs in smaller enterprises.

Abstract

This study researches the influence of CEO educational backgrounds on the technical efficiency (TE) of software startups. Employing stochastic frontier analysis (SFA) and meta-frontier analysis (MFA), data encompassing 199 software companies are examined. Findings present a dichotomy; companies led by non-engineer CEOs demonstrate higher TE in SFA, whereas the production function of companies led by CEOs with an engineering background tend to approach the meta-frontier more closely in MFA. Moreover, this study underscores that CEO educational backgrounds profoundly impact a company’s performance, reinforcing the significant role of CEOs in smaller enterprises.

발행기관:
한국혁신학회
분류:
과학기술정책학

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A meta-frontier analysis of the impact of CEO education on the performance of software startups | 한국혁신학회지 2025 | AskLaw | 애스크로 AI