Work

Co-Designing AI Interventions: A Participatory Approach Using System Mapping and Theory of Change Modelling

Year: 2025

Type: book-chapter

Abstract: In a workshop setting, Participatory Systems Mapping and Theory of Change modelling were employed for the purpose of analysing clinical workflows and assessing the integration of an AI-based prediction system. These methods aimed to visualise challenges, systemic dependencies and causal pathways in clinical practice using visual maps, while actively incorporating the insights and expertise of healthcare professionals. The results demonstrate that these methodologies are valuable for the analysis of complex clinical processes and illustrating intervention impacts. While map complexity and limited space posed challenges during face-to-face collaboration, the approach provided actionable perspectives for aligning AI interventions with practical needs in healthcare settings.

Source: Studies in health technology and informatics

DOI: 10.3233/shti250356

Authors: Tabea Rambach, Christophe Kunze

Institution: Furtwangen University

Language: English

Topic: Complex Systems and Decision Making

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

SDG: Good health and well-being

Open Access status: hybrid

OpenAlex ID: W4410448069

FWCI: 3.143

Cites:

Cited by: 1

Related to: 10