Integration of knowledge and technology in the co-production of AI-based solutions for the healthcare sector

Purpose This article aims to explain how organizations create and integrate medical knowledge to develop AI-based medical solutions. The study resulted from a discussion on value co-production with digital technologies and the capabilities needed for it. Design/methodology/approach The study explores the case of value co-production with the digitalization of traditional medical stethoscopes. It considers integrated resources to create AI-based medical solutions, actors engaged in co-production and activities related mainly to knowledge embodiment. Findings This article presents operand and operant resources integration when AI is implemented in innovative medical solutions. Furthermore, it shows which activities are undertaken for value co-production and what roles actors from various fields play in resource integration. Originality/value Our article discusses the integration of knowledge and the role of knowledge embodiment among resource integration in value co-production when working on AI.

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Institutions

Publication Details

Journal
Central European Management Journal
Published
2025-02-20
DOI
https://doi.org/10.1108/cemj-03-2024-0090
Citations
2
Primary Topic
Service and Product Innovation
Type
article
Field-Weighted Citation Impact
4.15
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article

Integration of knowledge and technology in the co-production of AI-based solutions for the healthcare sector

Piotr Gaczek, Grzegorz Leszczyński, Jędrzej Kociński, Marek Zieliński
2 citations
Central European Management Journal
Service and Product Innovation
4.15
article

Integration of knowledge and technology in the co-production of AI-based solutions for the healthcare sector

Piotr Gaczek, Grzegorz Leszczyński, Jędrzej Kociński, Marek Zieliński
article en
2 citations

Abstract

Purpose This article aims to explain how organizations create and integrate medical knowledge to develop AI-based medical solutions. The study resulted from a discussion on value co-production with digital technologies and the capabilities needed for it. Design/methodology/approach The study explores the case of value co-production with the digitalization of traditional medical stethoscopes. It considers integrated resources to create AI-based medical solutions, actors engaged in co-production and activities related mainly to knowledge embodiment. Findings This article presents operand and operant resources integration when AI is implemented in innovative medical solutions. Furthermore, it shows which activities are undertaken for value co-production and what roles actors from various fields play in resource integration. Originality/value Our article discusses the integration of knowledge and the role of knowledge embodiment among resource integration in value co-production when working on AI.

Central European Management JournalVol. 33(3)
Poznań University of Economics and Business (PL), Collegium Da Vinci (PL), Adam Mickiewicz University in Poznań (PL)
Openalex Percentile: Top 8%
Service and Product Innovation
4.15
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Integration of knowledge and technology in the co-production of AI-based solutions for the healthcare sector — Piotr Gaczek, Grzegorz Leszczyński, et al. · Central European Management Journal (2025) | TGRS Research Map | TGRS