Evidence mapPaperPMID 41608136Full record

ArticlePNAS nexus2026

A megastudy of behavioral interventions to catalyze public, political, and financial climate advocacy.

Danielle Goldwert, Sara M Constantino, Yash Patel, Anandita Sabherwal, Christoph Semken, Cameron Brick, Anna Castiglione, Ramit Debnath, Kimberly C Doell, Rachit Dubey and 44 more

Abstract read
In one paragraph

Article in PNAS nexus, 2026. 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. 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

54 authors.

Danielle GoldwertDepartment of Psychology, New York University, New York, NY 10003, USA.ORCID https://orcid.org/0000-0003-3179-9276
Sara M ConstantinoDepartment of Environmental Social Sciences, Stanford University, Stanford, CA 94305, USA.ORCID https://orcid.org/0000-0001-5533-5885
Yash PatelDepartment of Environmental Social Sciences, Stanford University, Stanford, CA 94305, USA.ORCID https://orcid.org/0000-0002-3971-1876
Anandita SabherwalAndlinger Center for Energy and the Environment, Princeton University, Princeton, NJ 08540, USA.ORCID https://orcid.org/0000-0001-8825-6251
Christoph SemkenDepartment of Environmental Social Sciences, Stanford University, Stanford, CA 94305, USA.ORCID https://orcid.org/0000-0001-9608-2853
Cameron BrickDepartment of Psychology, University of Amsterdam, Amsterdam 1001 NK, The Netherlands.ORCID https://orcid.org/0000-0002-7174-8193
Anna CastiglioneDepartment of Psychology and Cognitive Science, University of Trento, Trento 38068, Italy.
Ramit DebnathCollective Intelligence and Design Group, University of Cambridge, Cambridge CB3 0DS, United Kingdom.ORCID https://orcid.org/0000-0003-0727-5683
Kimberly C DoellCentre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz 78464, Germany.ORCID https://orcid.org/0000-0002-0043-9609
Rachit DubeyDepartment of Computer Science, Princeton University, Princeton, NJ 08540, USA.ORCID https://orcid.org/0000-0001-8216-1999
Ke FangDepartment of Psychology, Stanford University, Stanford, CA 94305, USA.
Matthew H GoldbergYale Program on Climate Change Communication, Yale University, New Haven, CT 06511, USA.ORCID https://orcid.org/0000-0003-1267-7839
Wei Ji MaDepartment of Psychology and Center for Neural Science, New York University, New York, NY 10003, USA.ORCID https://orcid.org/0000-0002-9835-9083
Kristian S NielsenDepartment of Management, Society and Communication, Copenhagen Business School, Frederiksberg 2000, Denmark.ORCID https://orcid.org/0000-0002-8395-4007
Steve RathjeDepartment of Psychology, New York University, New York, NY 10012, USA.
Claudia R SchneiderSchool of Psychology, Speech and Hearing, University of Canterbury, Christchurch 8140, New Zealand.ORCID https://orcid.org/0000-0002-6612-5186
Michael SheldrickGlobal Policy and Government Affairs, Global Citizen, New York, NY 11213, USA.
Ganga ShreedharDepartment of Psychological and Behavioural Science, London School of Economics and Political Science, London WC2A 2HD, United Kingdom.ORCID https://orcid.org/0000-0003-2517-2485
Sander van der LindenDepartment of Psychology, University of Cambridge, Cambridge CB5 8DR, United Kingdom.ORCID https://orcid.org/0000-0002-0269-1744
Janquel AcevedoSchool of Psychology, The University of Queensland, Brisbane 4072, Australia.ORCID https://orcid.org/0000-0001-5018-6446
Raihan AlamRady School of Management, University of California, San Diego, La Jolla, CA 92093, USA.ORCID https://orcid.org/0000-0002-0095-909X
Mélusine Boon-FalleurDepartment of Sociology, Center for Research on Social Inequalities, Sciences Po Paris, Paris 75007, France.ORCID https://orcid.org/0000-0003-2360-2162
Ondrej BuchelInstitute for Sociology of Slovak Academy of Sciences, Bratislava 81364, Slovakia.ORCID https://orcid.org/0000-0002-0139-5513
Xinghui ChenSchool of Business, University of Wisconsin-Platteville, Platteville, WI 53818, USA.ORCID https://orcid.org/0000-0001-9350-677X
Patricia W ChengDepartment of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA.ORCID https://orcid.org/0000-0001-5047-5467
Adrien FabreCentre International de Recherche sur l'Environnement et le Développement (CIRED), Centre National de la Recherche Scientifique (CNRS), Nogent-sur-Marne 94130, France.ORCID https://orcid.org/0000-0001-5245-7772
Matthew FeinbergRotman School of Management, University of Toronto, Toronto, Canada M6G2Y7.ORCID https://orcid.org/0000-0001-8626-1620
Joris FreseDepartment of Political and Social Sciences, European University Institute, Fiesole 50014, Italy.ORCID https://orcid.org/0000-0002-5871-997X
Kylie FullerDepartment of Sociology, New York University, New York, NY 10003, USA.ORCID https://orcid.org/0009-0002-1688-494X
Marvin HelferichCompetence Center Energy Policy and Energy Markets, Fraunhofer Institute for Systems and Innovation Research ISI, Karlsruhe 76133, Germany.ORCID https://orcid.org/0000-0003-0253-3559
Jaroslaw KantorowiczInstitute of Security and Global Affairs, Leiden University, The Hague 2511 DP, The Netherlands.ORCID https://orcid.org/0000-0002-1186-5427
Elena Kantorowicz-ReznichenkoErasmus School of Law, Erasmus University Rotterdam, Rotterdam 3000 DR, The Netherlands.ORCID https://orcid.org/0000-0001-8128-7290
Allen KimDepartment of Political Science, Columbia University, New York, NY 10025, USA.
Joan J H KimDepartment of Psychology, Northeastern University, Boston, MA 02115, USA.
Junho LeeDepartment of Psychology, Northeastern University, Boston, MA 02115, USA.ORCID https://orcid.org/0000-0001-8246-3057
Artur MarchewkaLaboratory of Brain Imaging, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw 02093, Poland.ORCID https://orcid.org/0000-0002-1982-3299
Matto MildenbergerDepartment of Political Science, University of California, Santa Barbara, Santa Barbara, CA 93106, USA.ORCID https://orcid.org/0000-0001-5784-435X
Adam PearsonDepartment of Psychological Science, Pomona College, Claremont, CA 91106, USA.ORCID https://orcid.org/0000-0002-3460-4035
John-Henry PezzutoRady School of Management, University of California, San Diego, La Jolla, CA 92093, USA.
Veronica PizziolDepartment of Economics, University of Bologna, Bologna 40126, Italy.ORCID https://orcid.org/0000-0002-9032-8506
Marjorie ProkoschDepartment of Psychology, Rochester Institute of Technology, Rochester, NY 14623, USA.ORCID https://orcid.org/0000-0003-3569-3794
John ProtzkoPsychological Science, Central Connecticut State University, New Britain, CT 06053, USA.ORCID https://orcid.org/0000-0001-5710-8635
Guilherme A RamosSaunders College of Business, Rochester Institute of Technology, Rochester, NY 14623, USA.ORCID https://orcid.org/0000-0003-3519-3861
Willow RoseDepartment of Psychology, Rochester Institute of Technology, Rochester, NY 14623, USA.ORCID https://orcid.org/0009-0008-7448-3267
David K ShermanPsychological and Brain Sciences, UCSB, Santa Barbara, CA 93106, USA.ORCID https://orcid.org/0000-0003-4423-862X
Emma SwansonDepartment of Political Science, Columbia University, New York, NY 10027, USA.
Stylianos SyropoulosThe Schiller Institute for Integrated Science and Society, Boston College, Boston, MA 02467, USA.ORCID https://orcid.org/0000-0001-5622-1417
Alessandro TavoniDepartment of Economics, University of Bologna, Bologna 40126, Italy.ORCID https://orcid.org/0000-0002-2057-5720
Maximilian H ThielDepartment of Psychology, Saarland University, Saarbrücken 66111, Germany.
Leaf Van BovenDepartment of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309, USA.ORCID https://orcid.org/0000-0003-4187-8779
Robb WillerDepartment of Sociology, Stanford University, Stanford, CA 94305, USA.ORCID https://orcid.org/0000-0003-3404-6472
Tao YangCameron School of Business, University of North Carolina Wilmington, Wilmington, NC 28403, USA.ORCID https://orcid.org/0000-0003-0992-1992
Dominika ZarembaLaboratory of Brain Imaging, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw 02093, Poland.ORCID https://orcid.org/0000-0001-7146-7925
Madalina VlasceanuDepartment of Environmental Social Sciences, Stanford University, Stanford, CA 94305, USA.ORCID https://orcid.org/0000-0003-2138-1968

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Addressing climate change depends on large-scale system changes, which require public advocacy. Here, we identified and tested 17 expert-crowdsourced theory-informed behavioral interventions designed to promote public, political, and financial advocacy in a large quota-matched sample of US residents (

Indexed as

advocacyclimate changecollective actioninterventionsmegastudy

Identifiers

PMID41608136
PMCPMC12836310

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.