Epistemic trust as a mechanism for ethics integration: failure modes and design principles from 70 moral imagination workshops

Bottom-up responsible innovation initiatives aim to empower technology development teams to engage in ethical reflection, yet such interventions frequently fail to achieve practitioner engagement. This paper proposes epistemic trust -- the degree to which practitioners regard an intervention, its facilitators, and its content as credible -- as a conceptual model linking intervention design to engagement. Drawing on philosophical work on testimony and practice-based qualitative analysis of over 70 moral imagination workshops with engineering teams between 2019 and 2025, we identify five dimensions of epistemic trust (Relevance, Inclusivity, Agency, Authority, and Alignment) and present a typology of 24 failure modes that arise when these dimensions are inadequately addressed. We derive nine design principles for cultivating epistemic trust, grounded in our operationalization of moral imagination through technomoral scenarios and structured deliberation. Our findings contribute to the literature on collaborative socio-technical integration by specifying the conditions of uptake that existing frameworks leave undertheorized.

Authors

Institutions

Publication Details

Journal
Journal of Responsible Innovation
Published
2026-11-11
DOI
https://doi.org/10.1080/23299460.2026.2743406
Citations
1
Primary Topic
Innovation, Technology, and Society
Type
article
Field-Weighted Citation Impact
5.53
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Epistemic trust as a mechanism for ethics integration: failure modes and design principles from 70 moral imagination workshops

Ben Zevenbergen, Susan B. Rubin, Geoff Keeling, Amanda McCroskery et al.
1 citations
Journal of Responsible Innovation
Innovation, Technology, and Society
5.53
article

Epistemic trust as a mechanism for ethics integration: failure modes and design principles from 70 moral imagination workshops

Ben Zevenbergen, Susan B. Rubin, Geoff Keeling, Amanda McCroskery, Kyle Pedersen, Benjamin Lange, Carmen Heringer
article en
1 citations

Abstract

Bottom-up responsible innovation initiatives aim to empower technology development teams to engage in ethical reflection, yet such interventions frequently fail to achieve practitioner engagement. This paper proposes epistemic trust -- the degree to which practitioners regard an intervention, its facilitators, and its content as credible -- as a conceptual model linking intervention design to engagement. Drawing on philosophical work on testimony and practice-based qualitative analysis of over 70 moral imagination workshops with engineering teams between 2019 and 2025, we identify five dimensions of epistemic trust (Relevance, Inclusivity, Agency, Authority, and Alignment) and present a typology of 24 failure modes that arise when these dimensions are inadequately addressed. We derive nine design principles for cultivating epistemic trust, grounded in our operationalization of moral imagination through technomoral scenarios and structured deliberation. Our findings contribute to the literature on collaborative socio-technical integration by specifying the conditions of uptake that existing frameworks leave undertheorized.

Journal of Responsible InnovationVol. 13(1)
Google (United States) (US), Google DeepMind (United Kingdom) (GB), Munich Center for Machine Learning (DE), Ludwig-Maximilians-Universität München (DE)
Openalex Percentile: Top 10%
Innovation, Technology, and Society
5.53
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon