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How to Generate Research Impact: A Framework and Checklist for Impact-Aware Information Systems Research
https://aisel.aisnet.org/cais/vol58/iss1/89
Expanding the Scope of IS Research Impact: A Framework and Guidelines for researchers to plan, deliver, measure, and communicate research impact across academia, business, and society, while considering the research context.
DOI: 10.17705/…
AI will reorganise science. Will research remain a human enterprise? A coevolutionary AI loop of "epistemic autophagy" may emerge where machine-generated studies are increasingly judged by AI evaluators and then used to train future models…
New Responsible Research with AI (RRAI) framework, an extension of the Responsible Research and Innovation #RRI tradition; 3 mechanisms of divergence between private and social returns, 4 principles that operate at different levels of the …
Theorizing societal impact of research. A theory of change for societal impact of research with explicated assumptions
https://academic.oup.com/rev/article-pdf/doi/10.1093/reseval/rvag043/70293478/rvag043.pdf
https://doi.org/10.1093/reseva…
A Conceptual Framework for Outcome-Based Impact Assessment of Responsible Management Education (PRME) effectiveness across educational, career, organisational, and societal dimensions.
https://osf.io/preprints/socarxiv/wr2as_v1
Preparing Business Professionals for AI-Enabled Future: An Outline for AI for Business Competency Framework for business schools for new educational offerings, enabling graduates in the development, deployment, and use of AI solutions in b…
The decline of research productivity? Hindering factors, remedies and the role of open science. A lens to understand the mechanisms affecting research productivity, and the conditions under which they operate.
https://doi.org/10.1080/1043…
Societal Impact Demands-Resources-Meaning (SI-DRM) framework: explaining how well-intentioned initiatives may unintentionally undermine faculty capacity
3 Pathways:
I Role demand overload
II Meaning-driven overinvestment
III Resource-buffe…
Judges matter more than papers in post-publication research assessment; judge-related effects account for substantially more variance in ratings than the evaluated papers, demonstrating the necessity of noise audits in high-stakes scientif…
Stanford Digital Economy Lab / July 13, 2026
“We Must Act Now”: Sixteen Nobel Laureates Join Leading Economists and AI Researchers in Call to Prepare for AI’s Economic Transformation
https://digitaleconomy.stanford.edu/news/wemustactnow/
h…
New tools drive scientific discovery: evidence from all nobel-prize and major non-nobel breakthroughs.
Wonderful long views on the science system: For example the 10 most common methods and tools used to make discoveries in each field, 190…
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