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Journal Article
Multivariate Analysis of Covariance on Characteristics Influencing Technological and Managerial Barriers of Technology Startups
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- Authors
- Geonil Ko, Namjae Cho
- Issue Date
- 2024-02
- Citation
- Journal of Information Technology Applications & Management, v.31, no.1, pp.27-43
- ISSN
- 1598-6284
- Publisher
- 한국데이터전략학회
- Language
- English
- Type
- Journal Article
- Abstract
- This study investigated technological and managerial barriers in technology startups through a survey of 151 companies, yielding 118 responses (78.1% response rate). Factor and multivariate analyses identified two distinct barriers: technological and managerial. Reliability analysis validated the measurement tool. Using MANCOVA, 12 hypotheses were tested, incorporating six independent variables. Results revealed significant disparities in technological and managerial barriers based on establishment type, commercialization goals, growth stage, and commercialization stage, with 5 hypotheses supported. This study highlights the crucial role of these variables in understanding barriers within technology-based startups.
- KSP Keywords
- Analysis of covariance, Growth stage, Measurement tools, Multivariate analyses, Multivariate analysis, Response rate, independent variables, reliability analysis