This book critically analyses the value of citation data, altmetrics, and artificial intelligence to support…
Advocacy resources
Exploring researchers’ views on metrics and research impact: Internal report
This internal report for the University of Waikato investigates researchers’ perspectives on metrics and their…
BEYOND LIMITS: New Ways to Reinvent Higher Education
This document from UNESCO is a roadmap for higher education, prepared for the “3rd World…
Promotion & Tenure: Aligning incentives with institutional values and open science
This repository contains resources for faculty and academic units that are working to transform how…
INORMS Initiatives: More Than Our Rank and SCOPE Framework for Research Evaluation
The More Than Our Rank scheme and SCOPE Framework for Research Evaluation, launched by the…
The Future of Research Evaluation: A Synthesis of Current Debates and Developments
There is a growing recognition that current evaluation metrics often fail to capture the breadth…
Rethinking Research Assessment: Building Blocks for Impact
This is part of DORA’s toolkit of resources to support academic institutions that are improving…
Rethinking Research Assessment: Debiasing Committee Composition and Deliberative Processes
This is part of DORA’s toolkit of resources to support academic institutions that are improving…
SPACE rubric workbook and workshop kit
This is part of DORA’s toolkit of resources to support academic institutions that are improving…
Why Does Research Assessment Need Systems Thinking?
Ruth Schmidt and colleagues explain how systems thinking can advance responsible research assessment. In an…