February 2025
Innovation studies
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February 2025
Innovation studies
February 2025
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3 Reads
Telecommunications Policy
January 2025
December 2024
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18 Reads
The frameworks that explore scientific and technological evolution suggest that discoveries and inventions are intrinsic processes, while the wealth of knowledge accumulated over time enables researchers to make further advancements, echoing Newton's sentiment of "standing on the shoulders of giants." Despite the exponential growth in new scientific and technical knowledge, the consolidation-disruption (D) index suggests a concerning decline in the disruptiveness of papers and patents. "Exaptation" a concept borrowed from biological evolution, is now recognized as a pivotal yet often neglected mechanism in technological evolution. Significant technologies often do not emerge out of thin air but rather result from the application of existing technologies in other domains. For instance, bird feathers initially served as waterproofing and insulation before enabling flight, and microwave ovens originated from radar magnetrons. Exaptation, acknowledged as the catalyst for "innovation beyond intention" signifies a cross-field evolutionary process that is driven by functional shifts in pre-existing knowledge, technology, or artifacts. In this study, we introduce the concept of exaptation value, deliberately excluding serendipity. Our analysis reveals that, despite a declining trend in the disruptiveness of innovation, there is an increasing trend in the application of cross-domain knowledge within the innovation process over time. We also explore the impact of technology exaptation on innovation disruptiveness and discuss how leveraging technology adaptability enhances innovation's disruptive potential.
December 2024
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28 Reads
Journal of Evolutionary Economics
Technological speciation is a crucial concept for understanding the emergence of new technologies, describing how existing technologies adapt to novel application domains in response to emerging market needs. Prior research has primarily utilized case-centered qualitative approaches. While some quantitative studies have been conducted, they have not fully captured the complexity of technological speciation, with the methodologies used for observation also falling short. This study aims to enhance previous discussions by rigorously validating the process of technological speciation, focusing on Levinthal (1998) through empirical evidence, and uncovering the managerial strategic implications observable in the speciation process of emerging technologies. This study emphasizes products as intermediaries between markets and technologies, developing indicators based on the similarity between antecedent and descendant technologies, considering the path dependency of technology, and applying these to actual product data. It hypothesizes that significant changes at the inception of these indicators mark the beginning of technological speciation. Analysis reveals that new technologies emerge through an adaptive process, systematically addressing needs through trial and error, with shifts in needs serving as the catalyst. This aligns with detailed discussions in existing qualitative studies on the technological speciation process. This study proposes an analytical method for examining technological speciation by exploring the interaction between markets and technologies from an evolutionary perspective, using product data as a mediator. Additionally, the study highlights the importance for companies aiming to enter new markets of accurately identifying new needs, exploring adjacent technologies, and adopting iterative, small-scale productization strategies to navigate the adaptation process effectively.
November 2024
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58 Reads
Occupational mobility is an emergent strategy to cope with technological unemployment by facilitating efficient labor redeployment. However, previous studies analyzing networks show that the boundaries to smooth mobility are constrained by a fragmented structure in the occupation network. In this study, positing that this structure will significantly change due to automation, we propose the skill automation view, which asserts that automation substitutes for skills, not for occupations, and simulate a scenario of skill automation drawing on percolation theory. We sequentially remove skills from the occupation-skill bipartite network and investigate the structural changes in the projected occupation network. The results show that the accumulation of small changes (the emergence of bridges between occupations due to skill automation) triggers significant structural changes in the occupation network. The structural changes accelerate as the components integrate into a new giant component. This result suggests that automation mitigates the bottlenecks to smooth occupational mobility.
August 2024
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3 Reads
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3 Citations
Science and Public Policy
The current geopolitical instability has driven global policy frameworks to prioritize economic security. This shift has intensified the debate on technology sovereignty among developed countries, due to concerns over supply chain disruptions and competition for future technologies. However, equating technology sovereignty with techno-nationalism should be avoided. Techno-nationalism can lead to unrealistic goals of domestically possessing all necessary technologies, resulting in protectionism. Given the complex and interconnected nature of technological development, no single country can control all component technologies. This study proposes a concept of collaborative technology sovereignty, promoting openness in technology development and acquisition. Policies should focus on creating systems for sharing technologies with like-minded countries while securing critical technologies. Lessons from existing policies are essential for expanding this collaborative approach and establishing strategies for collaborative technology sovereignty.
July 2024
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21 Reads
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1 Citation
Science and Public Policy
This special issue explores the vulnerabilities of national innovation systems (NIS) which were exposed by the COVID-19 pandemic and the subsequent policy responses. New technologies and solutions were needed such as new drugs, medical equipment, and treatments, and new innovative institutions, organizations, and capabilities were needed to respond quickly, develop, and offset the acute demand. While some policy responses were effective, others fell short or were completely absent. The phenomenon provided a unique opportunity to uncover how governments and industry sought to mitigate the negative impacts and to prepare for future crises by building more resilient NIS. The five articles included in this special issue identify some of the vulnerabilities of NIS, suggesting that greater research on the resilience of NIS is needed if we were to weather future crises more effectively. Subsequent policy implications for innovation systems are drawn to address the vulnerabilities highlighted.
July 2024
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21 Reads
In the ever-evolving landscape of technology, product innovation thrives on replacing outdated technologies with groundbreaking ones or through the ingenious recombination of existing technologies. Our study embarks on a revolutionary journey by genetically representing products, extracting their chromosomal data, and constructing a comprehensive phylogenetic network of automobiles. We delve deep into the technological features that shape innovation, pinpointing the ancestral roots of products and mapping out intricate product-family triangles. By leveraging the similarities within these triangles, we introduce a pioneering "Product Disruption Index"-inspired by the CD index (Funk and Owen-Smith, 2017)-to quantify a product's disruptiveness. Our approach is rigorously validated against the scientifically recognized trend of decreasing disruptiveness over time (Park et al., 2023) and through compelling case studies. Our statistical analysis reveals a fascinating insight: disruptive product innovations often stem from minor, yet crucial, modifications.
May 2024
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23 Reads
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1 Citation
Industrial and Corporate Change
This study investigates the dynamics of diversity within photovoltaic technology by considering the spatial information of technological change. We introduce a phylogenetic tree methodology using an evolutionary perspective for validation at the level of technology genes and functional modules. Our findings show that the photovoltaic technology phylogenetic tree fully describes the technological and industrial histories of photovoltaics. Furthermore, the results imply that diversity is necessary for the evolutionary mechanism to operate and technology integration is the correct direction to pursue.
... Achieving this goal through a techno-nationalist approach would be highly inefficient, as well as practically unfeasible. Hence, misinterpreting technological sovereignty as techno-nationalism leads to the development of closed research and innovation policies, which inherently fail to ensure the objective of technological sovereignty (Lee et al., 2024). ...
August 2024
Science and Public Policy
... Современные исследования демонстрируют значительные различия в уровнях инновационного развития между государствами, однако в ряде случаев наблюдается сходство в моделях, институтах, механизмах этого развития, а также в субъектнообъектных аспектах инновационной деятельности (Maliphol et al., 2024). Это подчеркивает актуальность изучения данных проблем, обусловленную наличием множества стран, предоставляющих обширный материал для анализа предпосылок, факторов и условий реализации инновационной политики (Kurpayanidi, 2021). ...
July 2024
Science and Public Policy
... Phylogenetic networks in biology and products are distinctly different, requiring speculating on the sequence in which species evolved. In the realm of product evolution, phylogenetic networks are employed to examine the technology life cycle, product lineages, and technology dynamics, etc. Lee et al., 2023;Jeong and Lee, 2024;Park et al., 2024). In previous literature, Lee et al. (2022) utilized phylogenetic network analysis on smartphone product data to explain the evolutionary process of smartphones and predict future product types. ...
May 2024
Industrial and Corporate Change
... Common analysis methods of the TLC include: the S-curve mathematical model method, the TLC diagram method, the patent index method, and the relative growth rate method. Among them, the S-curve mathematical model method is based on the S-shaped growth curve in biology and the technology life cycle theory, and it has a solid theoretical foundation [37]. The technology life cycle theory is the theory used to analyze and predict the development process and status of technologies. ...
March 2024
Technovation
... On the other hand, skills represent production processes and are sector-agnostic. Skills may be viewed as the smallest units of analysis in characterising the labour market (see also [22]), and the "skill perspective" remains valid even if occupations change (for instance, because of technological transformation). Namely, a certain skill can be used in different sectors, which is why it is a piece of fundamental information for labour market governance as it enables leveraging professional retraining from one sector to another [23]. ...
December 2023
Baltic Journal of Economics
... To address these questions, we analyze the lifecycles of 5, 071 firms for which we could match their patenting activities (extracted from the USPTO dataset) with their financial information (extracted from the Orbis dataset). We include three classes of features: financial features, technological features (i.e., features based on the characteristics of a firm's granted patents (Wu et al., 2023;Xu et al., 2024)), and network-based features (i.e., features extracted from the bipartite networks that connect the firms with their primary technologies (Pugliese et al., 2019;Straccamore et al., 2022;Kim et al., 2023)). By employing ensemble learning algorithms, we leverage these features to predict the top-performing firms in the growth of three key financial variables: the number of employees, turnover, and net income. ...
July 2023
Scientometrics
... The rest of the elasticity parameters follow Okorie and Wesseh (2024) while other model parameters are calibrated from the Nigerian SAM data. The dynamic recursive CGE modelling approach is somewhat different from the SAM multiplier analysis approach employed in Yeo et al. (2023) and Yeo and Jung (2024). Particularly for digitaization, the SAM multiplier approach requires that the SAM data explicitly incorporates the digitalization of capital assets and the flows information of these assets within the economy. ...
April 2023
Technological and Economic Development of Economy
... Path dependency within the lineage, P (L(Z i,t i )) , is conceptualized as the average similarity from an origin to the product under consideration. This average similarity metric evaluates the central tendency within a product's lineage, offering insights into the product's evolutionary trajectory (Lee et al. 2023). ...
March 2023
Journal of Evolutionary Economics
... Для этого требуются серьёзные исследования в области непрерывного образования и его институционального обеспечения [17]. особенности соПряжения высшего образования и сферы труда в условиях структурных Преобразований отечественной системы высшего образования В результате повышения динамики изменений сферы труда, изменения специфики труда различных категорий работников и особенностей различных видов деятельности в дополнение к существующей проблеме амортизации нематериальных активов, всё более актуальной становится тема амортизации профессиональных умений и навыков, прежде всего специалистов с высшим образованием, которая существенно усложняет решение проблемы сопряжения системы высшего образования и сферы труда [20]. ...
June 2022
Foresight-Russia
... Further, the country boasts a 4.93% GERD almost five times higher than the recommended benchmark. The government's close collaboration with the private sector, particularly in electronics and semiconductors, has been key to its success (Hemmert, 2007;Lee et al., 2023). ...
December 2022
Asian Journal of Technology Innovation