Evidence map›Paper›PMID 39869812›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Alternative models of funding curiosity-driven research.

Gerd Gigerenzer, Colin Allen, Stefan Gaillard, Robert L Goldstone, Julia Haaf, William R Holmes, Yoshihisa Kashima, Benjamin Motz, Sebastian Musslick, Angelika Stefan

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Dialogues about the practice of science.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Gerd GigerenzerMax Planck Institute for Human Development, Berlin 14195, Germany.ORCID 0000-0002-6163-5419
Colin AllenDepartment of Philosophy, University of California, Santa Barbara, CA 93106.
Stefan GaillardInstitute for Science in Society, Radboud University, Nijmegen 6500 HC, Netherlands.ORCID 0000-0003-1956-7325
Robert L GoldstoneDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405.ORCID 0000-0001-8357-8358
Julia HaafDepartment of Psychological Methods, Statistics and Evaluation, University of Potsdam, Potsdam 14476, Germany.ORCID 0000-0001-5122-706X
William R HolmesCognitive Science Program, Indiana University, Bloomington, IN 47405.
Yoshihisa KashimaMelbourne School of Psychological Sciences, The University of Melbourne, Melbourne, VIC 3010, Australia.ORCID 0000-0003-3627-3273
Benjamin MotzDepartment of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405.ORCID 0000-0002-0379-2184
Sebastian MusslickDepartment of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, RI 02912.ORCID 0000-0002-8896-639X
Angelika StefanDepartment of Psychology, University of Liverpool, Liverpool L69 7ZA, United Kingdom.ORCID 0000-0003-3382-4746

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Funding of curiosity-driven science is the lifeblood of scientific and technological innovation. Various models of funding allocation became institutionalized in the 20th century, shaping the present landscape of research funding. There are numerous reasons for scientists to be dissatisfied with current funding schemes, including the imbalance between funding for curiosity-driven and mission-directed research, regional and country disparities, path-dependency of who gets funded, gender and race disparities, low inter-reviewer reliability, and the trade-off between the effort and time spent on writing or reviewing proposals and doing research. We discuss possible alternative models for dealing with these issues. These alternatives include incremental changes such as placing more weight on the proposals or on the investigators and representative composition of panel members, along with deeper reforms such as distributed or concentrated funding and partial lotteries in response to low inter-reviewer reliability. We also consider radical alternatives to current funding schemes: the removal of political governance and the introduction of international competitive applications to a World Research Council alongside national funding sources. There is likely no single best way to fund curiosity-driven research; we examine arguments for and against the possibility of systematically evaluating alternative models empirically.

Indexed as

curiosity-driven researchmetasciencescience funding

Identifiers

PMID39869812
PMCPMC11804678

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.