Boosting trust in research
Research integrity issues are one the central themes posing a challenge for scholarly communications in the coming years.
Through Dimensions Research Integrity, we provide a quick and accurate way to assess the trustworthiness of research to improve reproducibility and integrity.
Using a combination of Natural Language Processing and machine learning, we extract key information from the full text of papers to provide customized reports and dashboards that enable verifiability, falsifiability and reproducibility of research.
Safeguarding research integrity
The scientific community produces a staggering body of work each year. Yet 50-85% of published research is unreproducible.
The effects of questionable scientific veracity and the spreading of mis- or disinformation erode trust in research.
Trust markers offer a quick and accurate way to assess the trustworthiness of research.
Our Products
Dimensions Research Integrity Dataset on GBQ
Verify research integrity and practices, with Trust Marker analysis
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Dimensions Research Integrity Report
Promote responsible and transparent research practices at your university
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Who we support
Reviewing over 33 million research publications, we provide unparalleled data-driven insights into the quality of scientific communication.
Publishers
Scale integrity checks on authors and data compliance to preserve reputation and reduce retractions. Compare practices against policies and similar publishers.
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Government & Funders
Understand how policy translates to practice. Measure fiscal efficacy. Monitor the implementation and uptake of good science indicators
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Institutions
Improve research reporting quality, increase funding opportunities and protect reputation. Identify local practices needing attention and intervene before publication.
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