@article{ART003155563},
author={Soonwoo Daniel Chang and Park, Mun Su},
title={Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling},
journal={The Journal of Transdisciplinary Studies},
issn={2586-5439},
year={2024},
volume={8},
number={3},
pages={245-262}
TY - JOUR
AU - Soonwoo Daniel Chang
AU - Park, Mun Su
TI - Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling
JO - The Journal of Transdisciplinary Studies
PY - 2024
VL - 8
IS - 3
PB - The Society for Transdisciplinary Studies
SP - 245
EP - 262
SN - 2586-5439
AB - This study investigates the success factors of technology transfer and commercialization by analyzing journal abstracts through a semi-su pervised keyword topic modeling approach. Leveraging predefined topics and keywords based on prior research, it identifies key factors influencing technology transfer and commercialization within South Korea. The results highlight the persistent significance of company features, while CEO characteristics and business skills appear less impactful. Notably, collaboration factors were initially prominent but diminished over time, whereas technology and innovation features and government-led ini tiatives exhibited a distinctive “W”-shaped trend in importance. The findings suggest that, to bolster public technology transfer and commerci alization, the South Korean government should prioritize enhancing busi ness processes and knowledge management within public research institutes. Consistent with Chang (2022), the study calls for more qual itative improvements in patent performance, which could be achieved by fostering an environment supported by innovation-focused policies, strategic frameworks, and enhanced TTO activities. Future research is encouraged to employ validation methods, such as expert interviews, to refine topic interpretations and enhance data quality by broadening data sources.
KW - KeyATM;Success factors;Technology commercialization;Technology transfer;Topic modeling
DO -
UR -
ER -
Soonwoo Daniel Chang and Park, Mun Su. (2024). Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling. The Journal of Transdisciplinary Studies, 8(3), 245-262.
Soonwoo Daniel Chang and Park, Mun Su. 2024, "Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling", The Journal of Transdisciplinary Studies, vol.8, no.3 pp.245-262.
Soonwoo Daniel Chang, Park, Mun Su "Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling" The Journal of Transdisciplinary Studies 8.3 pp.245-262 (2024) : 245.
Soonwoo Daniel Chang, Park, Mun Su. Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling. 2024; 8(3), 245-262.
Soonwoo Daniel Chang and Park, Mun Su. "Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling" The Journal of Transdisciplinary Studies 8, no.3 (2024) : 245-262.
Soonwoo Daniel Chang; Park, Mun Su. Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling. The Journal of Transdisciplinary Studies, 8(3), 245-262.
Soonwoo Daniel Chang; Park, Mun Su. Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling. The Journal of Transdisciplinary Studies. 2024; 8(3) 245-262.
Soonwoo Daniel Chang, Park, Mun Su. Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling. 2024; 8(3), 245-262.
Soonwoo Daniel Chang and Park, Mun Su. "Understanding Technology Transfer and Commercialization Success Factors Using Keyword-Assisted Topic Modeling" The Journal of Transdisciplinary Studies 8, no.3 (2024) : 245-262.
