7 papers
Anchored Exploration in Product Evolution: A Phylogenetic Network Framework for Semiconductor Designs
Huy Nguyen, Dawoon Jeong
We develop a product phylogenetic network framework for examining anchored exploration. Using 102,465 semiconductor products grouped into 45,996 design families, we distinguish acc…
Punctuated Equilibrium in Technological Capabilities: Commercial Selection and the Predictability of Frontier Advances
Kenzi M'Hamdi, Dawoon Jeong
Evolutionary accounts of technological change connect new technical opportunities with economic selection. Using approximately 1.74 million electronic-component product records, we…
Mapping AI Economic Complexity
Daeun Moon, Yeokyung Hwang, Junseok Hwang +1
Green economic complexity provides a generalizable framework for examining countries' productive capabilities in a defined product set. We apply this framework to AI-enabling goods…
Mapping Innovation Networks: A Network-Based Approach to Actor Heterogeneity in National Innovation Systems
Dawoon Jeong, Taewon Kang, Saerom Si +2
The Triple Helix model has provided a foundational framework for analyzing National Innovation Systems by highlighting the roles of universities, industries, and government researc…
Unraveling Human Capital Complexity: Economic Complexity Analysis of Occupations and Skills
Soohyoung Lee, Dawoon Jeong, Jeong-Dong Lee
This study investigates the structural embeddedness of skills in the division of labor. Drawing on O*NET data covering 120 skills across 872 U.S. occupations, we identify three ski…
Automation Will Set Occupational Mobility Free: Structural Changes in the Occupation Network
Soohyoung Lee, Dawoon Jeong, Jeong-Dong Lee
Occupational mobility is an emergent strategy to cope with technological unemployment by facilitating efficient labor redeployment. However, previous studies analyzing networks sho…
Dominant Design Prediction with Phylogenetic Networks
Youwei He, Jeong-Dong Lee, Dawoon Jeong +2
This study proposes an effective method to predict technology development from an evolutionary perspective. Product evolution is the result of technological evolution and market se…