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Future-Making From Afar: Digital Twins in Medicine.
Elisa Elhadj1, Maiju Tanninen2, Ine Van Hoyweghen1
1Centre for Sociological Research, KU Leuven, Leuven, Belgium.
Sociology of Health & Illness
|June 20, 2026
Summary
Digital twins in medicine promise healthcare revolution but face slow integration. This study finds a gap between envisioned futures and clinical reality, placing adjustment burdens on clinicians.
Area of Science:
- Digital Health Technologies
- Medical Informatics
- Sociology of Technology
Background:
- Digital twins are presented as revolutionary healthcare tools.
- Clinical integration of digital twins is progressing slowly.
- Existing research often overlooks the human actors and their visions behind these technologies.
Purpose of the Study:
- To investigate the visions of the In Silico medicine community regarding digital twins.
- To analyze the gap between the intended possibilities of digital twins and their practical implementation.
- To understand how the distance between developers and clinical settings impacts digital twin integration.
Main Methods:
- Multi-sited fieldwork was conducted.
- The study focused on the In Silico medicine community.
- Analysis traced the embedded ideas and logics shaping future visions.
Main Results:
- A friction exists between narrowed visions of medicine/clinicians and the expansive potential of digital twins.
- Digital twins are developed distant from clinical practices.
- The field navigates this distance through training, placing adjustment burdens on clinicians.
Conclusions:
- "Future-making from afar" constrains and enables specific engagements with digital twins.
- Understanding this distance is key to demystifying digital twins in medicine.
- The study reflects on the types of futures promoted by the digital twin field.
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