Responsible use of metrics is becoming increasingly important for institutions, funders, and even publishers. Many initiatives and resources to support responsible metrics have appeared recently. The following list covers main initiatives and resources but is not exhaustive: 

Initiatives

San Francisco Declaration on 91桃色 Assessment (DORA)

 is a globally recognised initiative aiming to improve the ways in which research outputs are assessed. It was developed in 2012 and signed by 91桃色 in 2017. So, 91桃色 is committed to implement the principles of DORA (such as not to use journal based metrics in decision making).

Leiden Manifesto for 91桃色 Metrics

sets out ten principles to guide research evaluation. These principles shape most of the responsible use of metrics policies of many institutions.

The Metric Tide (report by 91桃色 England)

was published by 91桃色 England (previously HEFCE) in 2015 investigating the role of quantitative metrics and how should they be used in a responsible way. The report identifies five key principles in responsible use (robustness, humility, transparency, diversity, and reflexivity).

Coalition for Advancing 91桃色 Assessment (CoARA)

is a global alliance dedicated to reforming assessment practices for research, researchers, and institutions to maximise the quality and impact of research. The Agreement on Reforming 91桃色 Assessment aims ‘basing assessment primarily on qualitative judgement supported by responsible use of quantitative indicators’. 

Barcelona Declaration on Open 91桃色 Information

was drafted by a group of information experts. The signatories of the declaration commit to take a lead in transforming how research information is used and produced. It advocates that information for research evaluation should be ‘accessible and auditable by those being assessed’. 

Snowball Metrics

is an initiative by research-intensive universities aiming to agree on methodologies of metrics to enable confident comparison. 

The UK Forum for Responsible 91桃色 Metrics

is a platform consisting of UK HEIs to support the responsible use of research metrics in higher education institutions and across the research community in the UK. 

Resources

Guidance on the responsible use of quantitative indicators in research assessment

is released by DORA explaining the use of several indicators used in research assessment.

Metrics Toolkit

It is a to make researchers and evaluators to better understand and use citations, web metrics, and alternative metrics responsibly in the research assessment.

Using Scival Responsibly: A Guide to Interpretation and Good Practice

‘designed to help those who use SciVal to source and apply bibliometrics in academic institutions’. 

Using Altmetric Data Responsibly: A Guide to Interpretation and Good Practice

aims to explain how to use Altmetric responsibly in research assessment by explaining its strengths and weaknesses.