Music Ensemble: a large dataset on musicianship, cognition, and personality in musicians and nonmusicians
The Music Ensemble dataset is a large-scale, cross-national database that provides detailed information about the musical, cognitive, personality, and demographic profiles of young adult musicians and nonmusicians. Data were collected from 1438 participants (aged 18-30) across thirty-five research sites in Europe, North America, South America, and Australia. Participants completed an in-person, in-lab battery of objective tests, including measures of verbal, visuospatial and musical short-term memory, executive functions (updating component), nonverbal reasoning, verbal comprehension, and music perception skills. The battery also included standardized and custom self-report questionnaires assessing music sophistication, music reward, personality traits, socioeconomic status, and demographic characteristics. Music Ensemble was preregistered, and the research protocol followed a standardized procedure across sites. The dataset also includes a large subsample of musicians and nonmusicians that are pair-matched for age, gender, and education (678 pairs). It enables well-powered investigations into the relationship between musical expertise and individual differences in cognition, personality, and demographic variables. It is also suitable for training in statistical and psychometric methods.
Authors
- Florian Worschech (ORCID: https://orcid.org/0000-0001-7185-8870)
- J. Oxenham Andrew
- Kelly Jakubowski (ORCID: https://orcid.org/0000-0002-4954-7117)
- Jed Villanueva (ORCID: https://orcid.org/0000-0002-8421-0368)
- Deniz Başkent (ORCID: https://orcid.org/0000-0002-6560-1451)
- Laurel J. Trainor (ORCID: https://orcid.org/0000-0003-3397-2079)
- Axelle Calcus (ORCID: https://orcid.org/0000-0002-1240-1122)
- Suvi Helinä Saarikallio (ORCID: https://orcid.org/0000-0002-4647-8048)
- Mari H. Tervaniemi (ORCID: https://orcid.org/0000-0002-9651-2929)
- Daniela Sammler (ORCID: https://orcid.org/0000-0001-7458-0229)
- Edoardo Passarotto (ORCID: https://orcid.org/0000-0001-7653-9377)
- Verónica Detlefsen (ORCID: https://orcid.org/0000-0003-3799-5366)
- Fleur L. Bouwer (ORCID: https://orcid.org/0000-0001-7064-7481)
- Noah R. Fram (ORCID: https://orcid.org/0000-0002-0234-9922)
- Ana Zappa (ORCID: https://orcid.org/0000-0003-4427-0988)
- Eleonora Fullone
- André Lee (ORCID: https://orcid.org/0000-0001-6921-7214)
- Graziela Bortz (ORCID: https://orcid.org/0000-0002-7708-8851)
- Rafael Román-Caballero (ORCID: https://orcid.org/0000-0003-0943-6217)
- Alice Poissonnier
- Lucrezia Guiotto Nai Fovino (ORCID: https://orcid.org/0000-0003-2092-2005)
- Pablo Ripollés (ORCID: https://orcid.org/0000-0002-8463-3723)
- Marco Roccato (ORCID: https://orcid.org/0000-0003-3643-2019)
- Swathi Swaminathan (ORCID: https://orcid.org/0000-0003-0940-6448)
- Laura Bishop (ORCID: https://orcid.org/0000-0002-0656-3969)
- Wanda Rubinstein (ORCID: https://orcid.org/0000-0002-2673-6353)
- Christ Billy Aryanto (ORCID: https://orcid.org/0000-0001-6347-2505)
- Neha Rajappa
- Eleanor Harding (ORCID: https://orcid.org/0000-0002-3244-9625)
- Antonio Criscuolo (ORCID: https://orcid.org/0000-0003-3192-441X)
- Anna Fiveash (ORCID: https://orcid.org/0000-0002-5760-7490)
- Francesca Talamini (ORCID: https://orcid.org/0000-0001-6083-0282)
- Hervé Platel (ORCID: https://orcid.org/0000-0003-1576-0398)
- Véronique Drai-Zerbib (ORCID: https://orcid.org/0000-0002-5623-6229)
- Jonathan M. P. Wilbiks (ORCID: https://orcid.org/0000-0002-6882-5215)
- Claudia C. von Bastian (ORCID: https://orcid.org/0000-0002-0667-2460)
- Haakon Hansen (ORCID: https://orcid.org/0000-0003-1400-9615)
- Delphine Dellacherie (ORCID: https://orcid.org/0000-0002-3543-8606)
- Caitlin Fitzpatrick
- Michaela Ritchie
- Julieta Moltrasio (ORCID: https://orcid.org/0000-0002-0759-0563)
- Miriam Lense (ORCID: https://orcid.org/0000-0003-4362-3032)
- Reyna L. Gordon (ORCID: https://orcid.org/0000-0003-1643-6979)
- Jessica P. Michael
- Filippo Gambarota (ORCID: https://orcid.org/0000-0002-6666-1747)
- Anne Danielsen (ORCID: https://orcid.org/0000-0003-1371-1533)
- Tor Endestad (ORCID: https://orcid.org/0000-0002-4403-6887)
- Séverine Samson (ORCID: https://orcid.org/0000-0002-4507-9440)
- Emily A. Wood (ORCID: https://orcid.org/0000-0001-9302-296X)
- Hannah Strauß (ORCID: https://orcid.org/0000-0002-6235-4010)
- Giulio Carraturo (ORCID: https://orcid.org/0000-0002-2886-2564)
- Mathilde Groussard (ORCID: https://orcid.org/0000-0002-6749-8611)
- Victor Cepero-Escribano (ORCID: https://orcid.org/0009-0003-6394-8034)
- Massimo Grassi (ORCID: https://orcid.org/0000-0002-6705-6354)
- Vasiliki Provias
- Bruno Laeng
- César Lima
- Simone Dalla Bella
- Laura Ferreri
- Changlin Liu (ORCID: https://orcid.org/0000-0001-6301-2197)
- Aíssa M. Baldé (ORCID: https://orcid.org/0000-0002-6161-516X)
- Elvira Brattico
- Ragnya-Norasoa Souffiane
- Florian J. Strauch
- Nicholas Tantengco
- Clara Tuske
- Antonia Čerič
- Léo Dairain
- Anne-Isabelle de Parcevaux
- Stefanie Gloggengießer
- Veikka P. Holma
- Maria G. Jol
- Veronica Kandro
- Rosaliina Kelo
- Gangothri S. Ladegam
- Simon P. Limmer
- Langley McEntyre
- Niloufar Najafi
- Jaakko Nokkala
- Ndassi Nzonlang
- Marie-Elisabeth Plasse
- Paula Roncaglia
- Ms Kirsty Hawkins
- Barbara Carretti
- Daniel Mirman
- Peter Vuust
- Assal Habibi
- Kelly L. Whiteford
- Aarushi Kalsi
- Katie Overy
- Paulina d. C. Martín Sánchez
- Anne Caclin
- Marcel Zentner
- Antoni Rodriguez-Fornells
- Frederico C. Assis Leite
- Juliana L. d. B. Fialho
- Renee Timmers
- Jessica Grahn
- Farrah Y.-A. Sa’adullah
- Steffen A. Herff
- Italo R. Rodrigues Menezes
- Oscar Daniel
- E. Glenn Schellenberg
- Maria Gabriela M. Oliveira
- Karla Aguilar
- Daniel Müllensiefen
- Nora R. Serres
- Rachel Thompson
- Petri Toiviainen
- L. Robert Slevc
- Sonja A. Kotz
- Barbara Tillmann
- Lucia Gonzalez Sanchez
- Juliette Fortier
Institutions
- Université Claude Bernard Lyon 1 (FR)
- University of New Brunswick (CA)
- University of Southern California (US)
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Leiden University (NL)
- Western University (CA)
- Centre National de la Recherche Scientifique (FR)
- The University of Sydney (AU)
- University of Minnesota (US)
- Allen Institute for Brain Science (US)
- Université Libre de Bruxelles (BE)
- University Medical Center Groningen (NL)
- University of Helsinki (FI)
- University of Padua (IT)
- Inserm (FR)
- Institut Pasteur (FR)
- École Pratique des Hautes Études (FR)
- Atma Jaya Catholic University of Indonesia (ID)
- University of Groningen (NL)
- Universidad de Granada (ES)
- Université de Bourgogne (FR)
- University of Oslo (NO)
- University of Toronto (CA)
- Durham University (GB)
- Universität Innsbruck (AT)
- Tilburg University (NL)
- Vanderbilt University (US)
- Aarhus University (DK)
- Université Paris Cité (FR)
- Université de Lille (FR)
- National University of General San Martín (AR)
- Universidad de Buenos Aires (AR)
- University of Pavia (IT)
- Université Paris Sciences et Lettres (FR)
- Saint John Regional Hospital (CA)
- TUM Klinikum (DE)
- Maastricht University (NL)
- Max Planck Institute for Empirical Aesthetics (DE)
- Institut d'Investigació Biomédica de Bellvitge (ES)
- VIZJA University (PL)
- Centre de Recherche en Neurosciences de Lyon (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- Centre for Research on Brain Language and Music (CA)
- Hanover University of Music Drama and Media (DE)
- Iscte – Instituto Universitário de Lisboa (PT)
- Royal Academy of Music (DK)
- Centre Hospitalier Universitaire de Caen Normandie (FR)
- Helgeland Museum (NO)
- Instituto de Neurología Cognitiva (AR)
- Max Planck Institute for Human Cognitive and Brain Sciences (DE)
- University of Palermo (AR)
- Cyceron (FR)
- Universidade Cruzeiro do Sul (BR)
- Sydney University Musical Society (AU)
- International Laboratory for Brain, Music and Sound Research (CA)
- Université Bourgogne Europe (FR)
- Goldsmiths University of London (GB)
- University of Bari Aldo Moro (IT)
- New York University (US)
- Western Sydney University (AU)
- University of Maryland, College Park (US)
- Université de Montréal (CA)
- Universidade Estadual Paulista (Unesp) (BR)
- Universidade Federal de São Paulo (BR)
- Vanderbilt University Medical Center (US)
- University of Sheffield (GB)
- University of Jyväskylä (FI)
- McMaster University (CA)
- University of Edinburgh (GB)
- Université de Caen Normandie (FR)
Publication Details
- Journal
- Scientific Data
- Published
- 2026-02-18
- DOI
- https://doi.org/10.1038/s41597-026-06654-0
- Primary Topic
- Neuroscience and Music Perception
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Research Foundation
- Danmarks Grundforskningsfond
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek