Skip to main content

Research Repository

Advanced Search

Estimating the reproducibility of psychological science

Aarts, Alexander A.; Anderson, Joanna E.; Anderson, Christopher J.; Attridge, Peter R.; Attwood, Angela; Axt, Jordan; Babel, Molly; Bahn?k, ?t?p?n; Baranski, Erica; Barnett-Cowan, Michael; Bartmess, Elizabeth; Beer, Jennifer; Bell, Raoul; Bentley, Heather; Beyan, Leah; Binion, Grace; Borsboom, Denny; Bosch, Annick; Bosco, Frank A.; Bowman, Sara D.; Brandt, Mark J.; Braswell, Erin; Brohmer, Hilmar; Brown, Benjamin T.; Brown, Kristina; Br?ning, Jovita; Calhoun-Sauls, Ann; Callahan, Shannon P.; Chagnon, Elizabeth; Chandler, Jesse; Chartier, Christopher R.; Cheung, Felix; Christopherson, Cody D.; Cillessen, Linda; Clay, Russ; Cleary, Hayley; Cloud, Mark D.; Cohn, Michael; Cohoon, Johanna; Columbus, Simon; Cordes, Andreas; Costantini, Giulio; Alvarez, Leslie D.Cramblet; Cremata, Ed; Crusius, Jan; DeCoster, Jamie; DeGaetano, Michelle A.; Penna, Nicol?s Delia; Den Bezemer, Bobby; Deserno, Marie K.; Devitt, Olivia; Dewitte, Laura; Dobolyi, David G.; Dodson, Geneva T.; Donnellan, M. Brent; Dono...

Authors

Alexander A. Aarts

Joanna E. Anderson

Christopher J. Anderson

Peter R. Attridge

Angela Attwood

Jordan Axt

Molly Babel

�t?p�n Bahn�k

Erica Baranski

Michael Barnett-Cowan

Elizabeth Bartmess

Jennifer Beer

Raoul Bell

Heather Bentley

Leah Beyan

Grace Binion

Denny Borsboom

Annick Bosch

Frank A. Bosco

Sara D. Bowman

Mark J. Brandt

Erin Braswell

Hilmar Brohmer

Benjamin T. Brown

Kristina Brown

Jovita Br�ning

Ann Calhoun-Sauls

Shannon P. Callahan

Elizabeth Chagnon

Jesse Chandler

Christopher R. Chartier

Felix Cheung

Cody D. Christopherson

Linda Cillessen

Russ Clay

Hayley Cleary

Mark D. Cloud

Michael Cohn

Johanna Cohoon

Simon Columbus

Andreas Cordes

Giulio Costantini

Leslie D.Cramblet Alvarez

Ed Cremata

Jan Crusius

Jamie DeCoster

Michelle A. DeGaetano

Nicol�s Delia Penna

Bobby Den Bezemer

Marie K. Deserno

Olivia Devitt

Laura Dewitte

David G. Dobolyi

Geneva T. Dodson

M. Brent Donnellan

Ryan Donohue

Rebecca A. Dore

Angela Dorrough

Anna Dreber

Michelle Dugas

Elizabeth W. Dunn

Kayleigh Easey

Sylvia Eboigbe

Casey Eggleston

Jo Embley

Sacha Epskamp

Timothy M. Errington

Vivien Estel

Frank J. Farach

Jenelle Feather

Anna Fedor

Bel�n Fern�ndez-Castilla

Susann Fiedler

James G. Field

Stanka A. Fitneva

Taru Flagan

Amanda L. Forest

Eskil Forsell

Joshua D. Foster

Michael C. Frank

Rebecca S. Frazier

Heather Fuchs

Philip Gable

Jeff Galak

Elisa Maria Galliani

Anup Gampa

Sara Garcia

Douglas Gazarian

Elizabeth Gilbert

Roger Giner-Sorolla

Andreas Gl�ckner

Lars Goellner

Jin X. Goh

Rebecca Goldberg

Patrick T. Goodboum

Shauna Gordon-McKeon

Bryan Gorges

Jessie Gorges

Justin Goss

Jesse Graham

James A. Grange

Jeremy Gray

Chris Hartgerink

Joshua Hartshorne

Fred Hasselman

Timothy Hayes

Emma Heikensten

Felix Henninger

John Hodsoll

Taylor Holubar

Gea Hoogendoorn

Denise J. Humphries

Cathy O.-Y. Hung

Nathali Immelman

Vanessa C. Irsik

Georg Jahn

Frank J�kel

Mark Jekel

Magnus Johannesson

Larissa G. Johnson

David J. Johnson

Kate M. Johnson

William J Johnston

Kai Jonas

Jennifer A. Joy-Gaba

Heather Barry Kappes

Kim Kelso

Mallory C. Kidwell

Seyung Kyung Kim

Matthew Kirkhart

Bennett Kleinberg

Goran Kne�evi?

Matthew Kirkhart

Bennett Kleinberg

Goran Kne�evi?

Franziska Maria Kolorz

Jolanda J. Kossakowski

Robert Wilhelm Krause

Job Krijnen

Tim Kuhlmann

Yoram K. Kunkels

Megan M. Kyc

Calvin K. Lai

Aamar Laique

Dani�l Lakens

Kristen A. Lane

Bethany Lassetter

Ljiljna B. Lazarevi?

Etienne P. LeBel

Key Jung Lee

Minha Lee

Kristi Lemm

Carmel A. Levitan

Melissa Lewis

Lin Lin

Stephanie Lin

Matthias Lippold

Darren Loureiro

Ilse Luteijn

Sean Mackinnon

Heather N. Mainard

Dennise C. Marigold

Daniel P. Martin

Tyler Martinez

E.J. Masicampo

Josh Matacotta

Maya Mathur

Michael May

Nicole Mechin

Pranjal Mehta

Johannes Meixner

Alissa Melinger

Jeremy K. Miller

Mallorie Miller

Katherine Moore

Marcus M�schl

Matt Motyl

Stephanie M. M�ller

Marcus Munafo

Koen I. Neijenhuijs

Taylor Nervi

Gandalf Nicolas

Gustav Nilsonne

Brian A. Nosek

Mich�le B. Nuijten

Catherine Olsson

Colleen Osborne

Lutz Ostkamp

Misha Pavel

Ian S. Penton-Voak

Olivia Perna

Cyril Pernet

Marco Perugini

R. Nathan Pipitone

Michael Pitts

Franziska Plessow

Jason M. Prenoveau

Rima-Maria Rahal

Kate A. Ratliff

David Reinhard

Frank Renkewitz

Ashley A Ricker

Anastasia Rigney

Andrew M. Rivers

Mark Roebke

Abraham M, Rutchick

Robert S. Ryan

Onur Sahin

Anondah Saide

Gillian M Sandstrom

David Santos

Rebecca Saxe

Rene Schlegelmilch

Kathleen Schmidt

Sabine Scholz

Larissa Seibel

Dylan Faulkner Selterman

Samuel Shaki

William B. Simpson

H. Colleen Sinclair

Jeanine Skorinko

Agnieszka Slowik

Joel S. Snyder

Courtney Soderberg

Carina Sonnleitner

Nick Spencer

Jeffrey R. Spies

Sara Steegen

Stefan Stieger

Nina Stieger

Gavin B. Sullivan

Thomas Talhelm

Megan Tapia

Anniek te Dorsthorst

Manuela Thomae

Sara L. Thomas

Pia Tio

Frits Traets

Steve Tsang

Francis Tuerlinckx

Paul Turchan

Milan Val�ek

Anna E. van 't Veer

Robbie Van Aert

Marcel van Assen

Riet van Bork

Matthijs van de Ven

Don van den Bergh

Marije van der Hulst

Roel van Dooren

Johnny van Doorn

Daan R. van Renswoude

Hedderik van Rijn

Wolf Vanpaemel

Alejandro V�squez Echeverr�a

Melissa Vazquez

Natalia Velez

Marieke Vermue

Mark Verschoor

Michelangelo Vianello

Martin Michelangelo

Gina Vuu

Eric-Jan Wagenmakers

Joanneke Weerdmeester

Ashlee Welsh

Erin C. Westgate

Joeri Wissink

Michael Wood

Andy Woods

Emily Wright

Sining Wu

Marcel Zeelenberg

Kellylynn Zuni



Abstract

Reproducibility is a defining feature of science, but the extent to which it characterizes current research is unknown. We conducted replications of 100 experimental and correlational studies published in three psychology journals using high-powered designs and original materials when available. Replication effects were half the magnitude of original effects, representing a substantial decline. Ninety-seven percent of original studies had statistically significant results. Thirty-six percent of replications had statistically significant results; 47% of original effect sizes were in the 95% confidence interval of the replication effect size; 39% of effects were subjectively rated to have replicated the original result; and if no bias in original results is assumed, combining original and replication results left 68% with statistically significant effects. Correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams.

Citation

Aarts, A. A., Anderson, J. E., Anderson, C. J., Attridge, P. R., Attwood, A., Axt, J., …Zuni, K. (2015). Estimating the reproducibility of psychological science. Science, 349(6251), https://doi.org/10.1126/science.aac4716

Journal Article Type Article
Acceptance Date Jul 28, 2015
Publication Date Aug 28, 2015
Deposit Date Sep 23, 2022
Journal Science
Print ISSN 0036-8075
Electronic ISSN 1095-9203
Publisher American Association for the Advancement of Science
Peer Reviewed Peer Reviewed
Volume 349
Issue 6251
DOI https://doi.org/10.1126/science.aac4716
Keywords Multidisciplinary
Public URL https://uwe-repository.worktribe.com/output/10003850
Publisher URL https://www.science.org/doi/10.1126/science.aac4716