基于对经典文本分析的技术创新的元理论
Xuan Wei1, Ranran Liu2, Wei Chen3
1School of Statistics and Mathematics, Shandong University of Finance and Economics, Jinan, 250000, China.
Heliyon
|June 9, 2023
概括
本研究对技术创新的元理论进行了分类,确定了八种核心类型. 它分析了它们之间的关系,并提出了一个综合框架,以澄清该领域和指导未来的研究.
科学领域:
- 创新研究 研究 创新研究
- 管理科学 管理科学
- 科学社会学科学社会学
背景情况:
- 技术创新是一个复杂的领域,具有不同的理论观点.
- 现有文学揭示了技术创新元理论中的"概念林".
- 需要对这些元理论进行明确的分类和理解.
研究的目的:
- 基于开创性作品的技术创新元理论进行分类.
- 分析这些元理论之间的关系 (进化,物化,混).
- 开发一个综合框架来理解技术创新的元理论.
主要方法:
- 科学度分析了3,862个高质量的文学作品 (1900年代-2020年代).
- 提取和分析了105个经典文本 (1930年代-2010年代).
- 定性数据分析和主题建模.
主要成果:
- 开发了八个技术创新元理论的类型学:基于绩效,基于资源,基于知识,基于能力,基于网络,基于技术创新系统,双重创新和动态可持续性观点.
- 分析揭示了这些元理论之间的进化,物化和混乱.
- 提出了一个技术创新元理论的综合框架.
结论:
- 开发的类型学和综合框架为技术创新元理论提供了更清晰的理解.
- 这种元理论分析有助于测量,理论构建和理论与实践之间的桥梁,从而有利于未来的研究.
- 澄清概念格局可以提高创新理论的实际应用.
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