创新生态系统中的动态角色和时间演化：以量子技术为例

IF 13.3 1区管理学 Q1 BUSINESS

Technological Forecasting and Social Change Pub Date : 2025-07-14 DOI:10.1016/j.techfore.2025.124281

Saeed Roshani

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引用次数: 0

摘要

量子技术正在成为计算、通信、医疗保健和材料科学领域创新的变革性驱动力。然而，量子技术创新生态系统中参与者的角色和动态仍未得到充分探索，特别是在跨学科和全球互联的背景下。现有框架往往扮演静态角色，忽视了快速演变的生态系统中行动者的流动性和时间演变。本研究通过使用先进的文献计量分析、基于蒸馏器的主题建模和网络分析，调查2000年至2024年的量子技术创新生态系统，解决了这一差距。该研究确定了五个动态角色：核心锚定者、跨网络集成商、适应性探索者、外围参与者和新兴参与者，揭示了参与者在响应技术变革和合作机会方面的适应性。研究结果为政策制定者和行业领导者提供了可操作的见解，以增强生态系统的弹性，支持新兴贡献者，并促进跨学科合作。通过提供一个动态的、基于角色的框架，本研究不仅推进了创新生态系统理论，而且为分析和管理复杂的跨学科技术领域提供了一个可扩展的工具。

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Dynamic roles and temporal evolution in innovation ecosystems: A case study of quantum technologies

Quantum technologies are emerging as transformative drivers of innovation across computing, communications, healthcare, and materials science. However, the roles and dynamics of actors within the quantum technology innovation ecosystem remain underexplored, particularly in interdisciplinary and globally interconnected contexts. Existing frameworks often assume static roles, overlooking the fluidity and temporal evolution of actors in rapidly evolving ecosystems.

This study addresses this gap by investigating the quantum technology innovation ecosystem from 2000 to 2024, using advanced bibliometric analysis, DistilBERT-based topic modeling, and network analysis. The research identifies five dynamic roles: Core Anchors, Cross-Network Integrators, Adaptive Explorers, Peripheral Participants, and Emerging Players, revealing the adaptability of actor contributions in response to technological shifts and collaborative opportunities.

The findings provide actionable insights for policymakers and industry leaders to enhance ecosystem resilience, support emerging contributors, and foster cross-disciplinary collaboration. By offering a dynamic, role-based framework, this research not only advances innovation ecosystem theory but also provides a scalable tool for analyzing and managing complex, interdisciplinary technological domains.

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来源期刊

Technological Forecasting and Social Change Multiple-

CiteScore

21.30

自引率

10.80%

发文量

813

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