Resource Library

A collection of materials to facilitate the development of responsible research and researcher assessment policies and practices. For DORA produced resources, use the filter below or go to DORA Reports.

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Tools
For: Researchers
2026
This resource is a guide designed to help applicants prepare a Narrative CV for STEM postdoctoral research positions. It draws on insights from Principal Investigators and panel members at the University of Cambridge who have reviewed such CVs as part of the Narrative CV study which assessed their impact in recruitment. The guide includes examples…
Cover page of a report titled “A Practical Guide to Implementing Responsible Research Assessment at Research Funding Organizations.” The design features a blue gradient overlay on a blurred background image of a meeting scene, including hands holding a pen over documents and seated figures. The title appears prominently in large white serif text, with the subtitle in smaller white text below. At the top right, the date “May 2026” is displayed. The bottom section includes licensing information (Creative Commons Attribution-Noncommercial CC BY-NC) and logos for DORA, the Global Research Council, and Science Europe, indicating collaboration in developing the Guide.
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Funders
2026
"A Practical Guide to Implementing Responsible Research Assessment at Research Funding Organizations" provides action-oriented guidance, resources, and illustrative examples, for research funding organizations (RFOs) who are looking to shape and deliver responsible research assessment (RRA) practices.
Cover page of a reference sheet from “Implementing Responsible Research Assessment at RFOs: A Practical Guide.” The design features a blue geometric header with the title in bold white text and the DORA logo on the right. Below, several paragraphs explain the purpose of the guide, emphasizing responsible research assessment, limitations of traditional metrics, and principles such as holistic evaluation, quality over quantity, and equity. A section highlights four chapters using color-coded boxes: introduction and rationale, key activities, key moments in the funding lifecycle, and interconnections with research systems. The bottom section includes the DORA logo, a brief organizational description, a QR code and link to download the full guide, contact information, and logos for the Global Research Council and Science Europe indicating collaboration in creating the Practical Guide.
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Funders
2026
“Implementing Responsible Research Assessment at RFOs: Quick-Reference Sheets from the Practical Guide” is a set of concise, action-oriented resources designed to support RFOs to engage with RRA and catalyze action. The one-page Reference Sheets provide a highly distilled summary of each section of the full Practical Guide for Research Funding Organizations, covering: Introduction to the Guide…
Cover page of an informational brief titled “Implementing Responsible Research Assessment at Research Funding Organizations: Informational Brief for Funding Program Teams.” The top half shows an overhead view of a group working around a wooden table with a laptop displaying charts, printed reports, notebooks, a tablet, and coffee cups. The lower half features a black background with the title in large white text and the DORA logo to the right. Below, a short paragraph explains that the brief summarizes key considerations and actions for funding program staff. At the bottom, a blue box includes a QR code and a link to download the full guide, alongside logos for the Global Research Council and Science Europe indicating collaboration in creating the Guide.
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Funders
2026
“Implementing Responsible Research Assessment at RFOs: Informational Briefs from the Practical Guide” is a set of three tailored resources designed to support key audiences of the Guide to engage with RRA and catalyze action. These briefs are inspired by and complement the full Practical Guide to Implementing Responsible Research Assessment at Research Funding Organizations. The three…
Cover of the Informational Brief on the Landscape of RRA.
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Research institutes
2025
This is part of DORA’s toolkit of resources to support academic institutions that are improving their policies and practices. Find other resources in the toolkit here. “Implementing Responsible Research Assessment at RPOs: Informational Briefs from the Practical Guide” is a set of three tailored resources designed to support diverse audiences connected to Research Performing Organizations (RPOs)…
Image showing the one-pager that is an introduction to the Practical Guide.
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Research institutes
2025
This is part of DORA’s toolkit of resources to support academic institutions that are improving their policies and practices. Find other resources in the toolkit here. “Implementing Responsible Research Assessment at RPOs: Quick-Reference Sheets from the Practical Guide” is a set of concise, action-oriented resources designed to support Research Performing Organizations (RPOs) in adopting and advancing…
Advocacy resourcesPolicies and guidanceTools
DORA-produced
For: Research institutes
2025
"A Practical Guide to Implementing Responsible Research Assessment at Research Performing Organizations" provides action-oriented guidance, resources, and illustrative examples, for research performing organizations (RPOs) who are looking to shape and deliver responsible research assessment (RRA) practices. This includes RPOs who are looking to create an RRA strategy, organizations wanting to reform existing practices, and organizations simply wanting to take steps towards more holistic and inclusive approaches to research assessment.
Advocacy resourcesTools
For: FundersProfessional societiesResearch institutesResearchers
2025
These short educational videos in animated and talking head formats provide an introduction to the h-index, a commonly used scholarly metric for assessing authors’ publication output and citation impact. The videos explain how the h-index is calculated, how it is used to assess researchers, and its key limitations. They highlight important considerations, such as disciplinary…
The title above the image is quantative methods in research evaluation citations indicators, altmetrics and AI and the image shows a yound woman at a computer surrounded by digital screens with data graphics on them
Advocacy resourcesInitiativesTools
For: FundersJournals and publishersResearch institutes
This book critically analyses the value of citation data, altmetrics, and artificial intelligence to support the research evaluation of articles, scholars, departments, universities, countries, and funders. It introduces and discusses indicators that can support research evaluation and analyses their strengths and weaknesses as well as the generic strengths and weaknesses of the use of indicators…
Tools
For: Research institutes
2023
This worksheet was created as a guide for academic institutions and departments to aid in modernization of their promotion, tenure, and review processes. It lays out a set of values that institutions can take into consideration during evaluations, and offers considerations, activities or outputs that may be associated with each value, and behavioral indicators that…
A one page tool that describes the six ways that entries are characterized in the Reformscape dataset. 1. Institution type. 2. Scope. 3. Populations. 4. Career decision. 5. Type of assessment reform. 6. Stages of reform.
Policies and guidanceTools
DORA-produced
For: Research institutes
2024
A one page tool that describes the six ways that entries are characterized in the Reformscape dataset. 1. Institution type. 2. Scope. 3. Populations. 4. Career decision. 5. Type of assessment reform. 6. Stages of reform. Part of "Rethinking research assessment" series.
Good practicesInitiativesTools
For: FundersProfessional societiesResearch institutes
2024
The Young Universities for the Future of Europe (YUFE) Transforming R&I through Europe-Wide Knowledge Transfer (YUFERING) project is a comprehensive initiative aimed at transforming Research and Innovation (R&I) practices across Europe by facilitating widespread knowledge transfer. It seeks to bridge the gap between researchers, innovators, and stakeholders by promoting collaboration and communication through existing networks…
Tools
For: FundersProfessional societies
2024
The Peer Exchange Platform for Narrative-style CVs (PEP-CV) is a free and open resource for everyone in research and innovation to add to existing guidance on narrative CVs. As a not-for-profit initiative, the PEP-CV platform is a collaborative effort among funders, institutions, and researchers that fosters a culture of collaboration, mutual learning, and expands national…
Tools
DORA-produced
For: Research institutes
2024
This small, letter-sized poster (A4 paper) describes how you can use Reformscape to explore examples of responsible research assessment and help visualize what changes in policy toward responsible research assessment look like. This poster provides nine possible situations in which Reformscape can provide information, and describes five groups who might want to use Reformscape. DORA.…
ideas for ncv optimization
Tools
DORA-produced
For: FundersResearch institutes
2024
This one-page tip sheet is a part of the short report Using Narrative CVs: Identifying shared objectives and monitoring effectiveness. In February 2022, DORA organized the online workshop series “Using Narrative CVs: Identifying shared objectives and monitoring effectiveness” in partnership with FORGEN CoP, Science Foundation Ireland, the Swiss National Science Foundation, UK Research and Innovation,…
Good practicesTools
For: FundersResearch institutesResearchers
In 2022 Trinity College Dublin launched The Researcher Impact Framework (RIF), a tool designed to help researchers understand and communicate the impact of their work in four key areas: Knowledge generation Development of others and collaborations Contribution to the research community Addressing broader societal challenges The RIF originated from Trinity College Dublin’s Research Impact Pilot…
Good practicesPolicies and guidanceTools
2023
This report by the United Nations Educational, Scientific and Cultural Organization (UNESCO) about open science at the global level reports a growing but uneven adoption of open science practices across regions and disciplines. Persistent gaps in socio-economic, technological, and digital aspects hinder progress, with disparities in access to funding, skills, and tools impeding the realization…
Tools
For: FundersJournals and publishers
2022
The International Development Research Centre (IDRC) in Canada developed a tool called Research Quality Plus (RQ+) to assess and improve quality of research . The three tenets of RQ+ approach are: identify contexts of research, quality is multi-dimensional, and use of rubrics for systematic and empirical appraisal. RQ+ Approach has five major applications: Priority Setting:…
Tools
For: Journals and publishersResearch institutes
2022
Preprints are an essential tool for accelerating scientific discovery as they provide early and free access to new findings. Since the COVID-19 pandemic, the usage of preprints have surged on a worldwide level and its availability allows discussion and assessment to be carried over to a wider community. However public participation is very low and…
Tools
For: FundersJournals and publishersResearch institutes
2022
The Research Quality Committee at Neuroscience Research Australia (NeuRA) has developed a new tool to assess and improve scientific research quality and reproducibility: Quality Output Checklist and Content Assessment (QuOCCA) The QuOCCA was designed after extensive research and feedback from external experts and researchers. The QuOCCA was specifically created to assess a broad spectrum of…
Advocacy resourcesTools
DORA-produced
For: Research institutes
This is part of DORA’s toolkit of resources to support academic institutions that are improving their policies and practices. Find the other resources in the toolkit here. Building Blocks for Impact is a one-pager that outlines and illustrates the wide variety of academic achievements and outcomes that could be considered “impactful”. This model visualizes “impact” on…
Advocacy resourcesTools
DORA-produced
For: Research institutes
This is part of DORA’s toolkit of resources to support academic institutions that are improving their policies and practices. Find the other resources in the toolkit here. Debiasing Committee Composition and Deliberative Processes is a one-page brief that identifies strategies for including more perspectives and reducing biases in the evaluation processes for hiring, promotion, tenure, and…
Advocacy resourcesTools
DORA-produced
For: Research institutes
This is part of DORA’s toolkit of resources to support academic institutions that are improving their policies and practices. Find the other resources in the toolkit here. With thanks to volunteers in the DORA community, most resources in the workshop kit are also available in Spanish. See below. This kit is intended to equip organizers…
Tools
For: FundersResearch institutes
The Dutch Research Council (NWO) developed a toolkit to support responsible assessment practices for reviewers and committee members . The toolkit includes videos and factsheets with suggested steps to help evaluators recognize implicit biases and strive for inclusive assessment principles and practices, such as: For Written Assessments: Look critically at how your ideal image influences your…
Position papersTools
For: FundersResearch institutes
2021
This is a report that describes mechanisms and approaches to improve and incentivize the recording, the evaluation, and the recognition of contributions to Open Scholarship practice. It presents a digital resource called the Openness Profile (OP) and describes how the OP can help address existing gaps in the assessment of open science. Developed by consultants…