GR Quotient is a multidimensional researcher evaluation system built for the real world. Rigorous, transparent and designed to reflect what research actually contributes.
Publication Impact
Evaluates the breadth and reach of a researcher's published work: h-index, total citations, publication count and i10-index across the scholarly record.
Citation Velocity
Field-weighted citation impact and momentum, measuring how a researcher's recent work is accelerating relative to their field and capturing rising influence rather than lifetime totals alone.
Development Goal Alignment
UN Sustainable Development Goal alignment and open-access reach, rewarding research that addresses the world's most critical challenges and shares its findings openly.
Innovation
Authored and edited books, breadth of research funding, collaboration diversity and the range of output types, capturing contribution that goes beyond standard publications.
Peer Recognition
A researcher's standing within the GR Connect research community. Every verified researcher currently shares a common community baseline, keeping the overall score anchored in demonstrated research contribution.
Not a metric.
A system.
GR Quotient is a composite researcher evaluation framework that produces a single, interpretable score from 0 to 100, measuring what research actually contributes across five independently weighted dimensions.
Think of it as a credibility signal for research. One number, five explainable dimensions.
Research contribution takes many forms. A researcher who publishes foundational work in a specialised field, one who builds bridges between disciplines and one who translates findings into real-world applications. Each creates genuine value in a different way. Measuring all of them with a single number has always been an incomplete approach.
Built for fairness.
Built for clarity.
GR Quotient does not replace traditional metrics. It contextualises them. Every measure it uses is independently justified, context-aware and designed to diminish in value the more you try to manipulate it.
Transparent by design
Every researcher can see the breakdown behind their own score, including each pillar and the inputs that shaped it, so a number is never handed down without context.
Multi-dimensional, not reductive
GR Quotient does not collapse everything into citations. Five independent pillars capture what research actually contributes across output, impact, reach, innovation and community.
Momentum, not just milestones
The score rewards current trajectory, including recent citation velocity, field-weighted impact and topic growth, so researchers on the rise are recognised for momentum, not only lifetime volume.
Open-data foundation
Built on open, standardised bibliometric and scholarly data rather than self-reported profiles or paywalled indexes, so the same objective rules apply to every researcher.
Five pillars.
One honest number.
GR Quotient evaluates every researcher across five dimensions of genuine contribution. Each pillar is independently scored and weighted. Together, they form the most complete picture of research value ever built into a single score.
Publication Impact
Evaluates the breadth and reach of a researcher's published work: h-index, total citations, publication count and i10-index across the scholarly record.
Citation Velocity
Field-weighted citation impact and momentum, measuring how a researcher's recent work is accelerating relative to their field and capturing rising influence rather than lifetime totals alone.
Development Goal Alignment
UN Sustainable Development Goal alignment and open-access reach, rewarding research that addresses the world's most critical challenges and shares its findings openly.
Innovation
Authored and edited books, breadth of research funding, collaboration diversity and the range of output types, capturing contribution that goes beyond standard publications.
Peer Recognition
A researcher's standing within the GR Connect research community. Every verified researcher currently shares a common community baseline, keeping the overall score anchored in demonstrated research contribution.
No score without an explanation.
Every researcher who receives a GR Quotient score can see exactly how it was calculated. Not a summary. Not a rounded number. The full breakdown, covering every pillar and the inputs behind your number.
What you can always see
Your pillar scores
Pillar 1 through Pillar 5, each scored out of 100.
Your raw inputs
The underlying bibliometric numbers behind your scores, so you can see exactly what shaped them.
Your researcher band
Where your score places you on the GR scale, from Emerging to Esteemed.
Your score history
Every score ever computed for your profile, with the date and the scoring version used.
Every GR Quotient score is deterministic. Given the same inputs and the same scoring version, the formula always produces the same result. If you disagree with a score, you can review the inputs behind it and raise any data issue with the GR team.
Researchers deserve better tools.
The way we evaluate research shapes what research gets funded, which researchers get hired and who gets to participate in global knowledge creation.
For researchers
A credible, portable reputation signal that travels beyond your immediate field and institution. Something you can point to that tells the full story of your contribution.
For seekers
A trusted framework for discovering the right expert, not the most famous one, but the most relevant, qualified and genuinely accomplished one for a specific need.
For institutions
A rigorous, manipulation-resistant evaluation tool that supplements traditional review processes with objective bibliometric intelligence.
For the ecosystem
A system designed to reward genuine contribution, because the research world is better when evaluation reflects substance.
Everything you've been wondering.
How is my GR Quotient calculated?
+Your score is computed from five independently weighted pillars using open bibliometric and scholarly data. Each pillar is scored on its own, then combined into a single result from 0 to 100.
How often is the score updated?
+Your score is calculated when you connect your researcher profile, and is refreshed periodically as new bibliometric data becomes available.
What if I think my score is wrong?
+Every score is deterministic. The same inputs and the same scoring version always produce the same result. You can review the pillar scores and the inputs behind your own score, and if you spot a data error, contact the GR team and we'll investigate.
Is it free to view my score?
+Yes. GR Quotient is open to every researcher with a linked researcher profile. No subscription required to view your score.
Does it work for early-career researchers?
+Yes. Because the pillars reward recent momentum, such as citation velocity, field-weighted impact and topic growth, and not just lifetime volume, early-career researchers are recognised for the trajectory of their work, not only its total size.