Skip to main content
Journal cover image

Cognitive and noncognitive predictors of success.

Publication ,  Journal Article
Duckworth, AL; Quirk, A; Gallop, R; Hoyle, RH; Kelly, DR; Matthews, MD
Published in: Proceedings of the National Academy of Sciences of the United States of America
November 2019

When predicting success, how important are personal attributes other than cognitive ability? To address this question, we capitalized on a full decade of prospective, longitudinal data from n = 11,258 cadets entering training at the US Military Academy at West Point. Prior to training, cognitive ability was negatively correlated with both physical ability and grit. Cognitive ability emerged as the strongest predictor of academic and military grades, but noncognitive attributes were more prognostic of other achievement outcomes, including successful completion of initiation training and 4-y graduation. We conclude that noncognitive aspects of human capital deserve greater attention from both scientists and practitioners interested in predicting real-world success.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

November 2019

Volume

116

Issue

47

Start / End Page

23499 / 23504

Related Subject Headings

  • Young Adult
  • Students
  • Prospective Studies
  • Physical Endurance
  • Motivation
  • Military Personnel
  • Male
  • Longitudinal Studies
  • Intelligence
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Duckworth, A. L., Quirk, A., Gallop, R., Hoyle, R. H., Kelly, D. R., & Matthews, M. D. (2019). Cognitive and noncognitive predictors of success. Proceedings of the National Academy of Sciences of the United States of America, 116(47), 23499–23504. https://doi.org/10.1073/pnas.1910510116
Duckworth, Angela L., Abigail Quirk, Robert Gallop, Rick H. Hoyle, Dennis R. Kelly, and Michael D. Matthews. “Cognitive and noncognitive predictors of success.Proceedings of the National Academy of Sciences of the United States of America 116, no. 47 (November 2019): 23499–504. https://doi.org/10.1073/pnas.1910510116.
Duckworth AL, Quirk A, Gallop R, Hoyle RH, Kelly DR, Matthews MD. Cognitive and noncognitive predictors of success. Proceedings of the National Academy of Sciences of the United States of America. 2019 Nov;116(47):23499–504.
Duckworth, Angela L., et al. “Cognitive and noncognitive predictors of success.Proceedings of the National Academy of Sciences of the United States of America, vol. 116, no. 47, Nov. 2019, pp. 23499–504. Epmc, doi:10.1073/pnas.1910510116.
Duckworth AL, Quirk A, Gallop R, Hoyle RH, Kelly DR, Matthews MD. Cognitive and noncognitive predictors of success. Proceedings of the National Academy of Sciences of the United States of America. 2019 Nov;116(47):23499–23504.
Journal cover image

Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

November 2019

Volume

116

Issue

47

Start / End Page

23499 / 23504

Related Subject Headings

  • Young Adult
  • Students
  • Prospective Studies
  • Physical Endurance
  • Motivation
  • Military Personnel
  • Male
  • Longitudinal Studies
  • Intelligence
  • Humans