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Publication Detailed Description
Individual dynamic capabilities and artificial intelligence in health operations: Exploration of innovation diffusion
Journal Title
Intelligence-Based Medicine
Year (definitive publication)
2025
Language
English
Country
United States of America
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Abstract
This research investigates the integration of individual dynamic capabilities (IDC), artificial intelligence (AI), and the Technology Acceptance Model (TAM) within health operations to evaluate their role in fostering innovation diffusion in healthcare. A convergent, multifaceted research approach encompassing quantitative and qualitative methodologies was employed, commencing with a systematic review of the extant literature. This was then complemented by the execution of focus group sessions involving 21 participants. The main objective of this sequential exploratory design was to synthesize existing research present an empirical validation of real-world case studies, and assess AI deployment challenges that influence operational efficiency and service quality in healthcare organizations. The findings underscore the importance of IDC in advancing healthcare practices by driving cross-functional adaptation, facilitating AI implementation, and ensuring smooth operational transformation in line with healthcare standards and best practices. The findings offer valuable insights for operational and executive-level decision-makers aiming to optimize health operations by integrating IDC and AI technologies, enhancing patient care, service quality, and innovative health solutions.
Acknowledgements
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Keywords
Health operations,Individual dynamic capabilities,Artificial intelligence,Technology acceptance model,Innovation diffusion,Healthcare quality
Fields of Science and Technology Classification
- Computer and Information Sciences - Natural Sciences
- Clinical Medicine - Medical and Health Sciences
- Health Sciences - Medical and Health Sciences
- Other Medical Sciences - Medical and Health Sciences
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