Over 50% of biomedical research goes unpublished1

We're helping scientists shine a light on dark data.

What is dark data?

Dark data refers to the vast amount of unpublished research — particularly studies with negative or inconclusive results — that never make it into journals or databases.

These hidden findings create blind spots in science, leading to duplicated efforts, skewed evidence bases, and missed opportunities to learn from what didn't work.

The Null Hypothesis Initiative

The Null Hypothesis Initiative is a global initiative helping researchers publish rigorous null or negative results in leading biomedical journals and pre-print servers.

Powered by the Null Compass, the Null Hypothesis Initiative shines light on dark data to improve transparency, reduce waste, and strengthen the scientific record.

Are my negative results publishable?

Chances are, your negative or null findings are publishable—and we can help. In under 5 minutes, the Null Compass can review your research, suggest the best path to publication, and draft a sample abstract to get you started. You'll also go in the draw to win a microgrant to help share your work with the world.

Answer Questions

Answer a few quick questions about your research. No jargon, no hassle.

Multi-choice + free text, <5 mins

Get Your Reading

The Compass will analyse your responses and suggest a smart path to publication.

AI-powered analysis & recommendations

Put It Out There!

Submit your DOI and be considered for a microgrant to amplify your work.

Up to $500 monthly microgrants

For Researchers

You've already done the work — now make it count. Use the Null Compass to classify and frame your study, and get recommendations for how and where to publish. Make your science count and contribute to a more complete evidence base.

Try the Compass

Institutions and Funders

Every funded study is a learning opportunity. Help your researchers and grantees share all outcomes — not just the positive ones. Encourage use of the Compass to strengthen open science across your organisation.

Partner With Us

Publishers and Journals

Give researchers confidence that their null findings matter. Signal that your journal is open to negative results, collaborate on new submission pathways, or explore how the Compass classification can support editorial standards.

Get In Touch

References:

1 Emma C. Bowers, Jimena Stephenson, Melissa Furlong, Kenneth S. Ramos, Scope and financial impact of unpublished data and unused samples among U.S. academic and government researchers, iScience, Volume 26, Issue 7, 2023, 107166, ISSN 2589-0042, https://doi.org/10.1016/j.isci.2023.107166

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