IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-42540-8.html
   My bibliography  Save this article

A canonical trajectory of executive function maturation from adolescence to adulthood

Author

Listed:
  • Brenden Tervo-Clemmens

    (University of Minnesota
    University of Minnesota
    University of Pittsburgh)

  • Finnegan J. Calabro

    (University of Pittsburgh
    University of Pittsburgh)

  • Ashley C. Parr

    (University of Pittsburgh)

  • Jennifer Fedor

    (University of Pittsburgh
    University of Pittsburgh)

  • William Foran

    (University of Pittsburgh)

  • Beatriz Luna

    (University of Pittsburgh
    University of Pittsburgh
    University of Pittsburgh)

Abstract

Theories of human neurobehavioral development suggest executive functions mature from childhood through adolescence, underlying adolescent risk-taking and the emergence of psychopathology. Investigations with relatively small datasets or narrow subsets of measures have identified general executive function development, but the specific maturational timing and independence of potential executive function subcomponents remain unknown. Integrating four independent datasets (N = 10,766; 8–35 years old) with twenty-three measures from seventeen tasks, we provide a precise charting, multi-assessment investigation, and replication of executive function development from adolescence to adulthood. Across assessments and datasets, executive functions follow a canonical non-linear trajectory, with rapid and statistically significant development in late childhood to mid-adolescence (10–15 years old), before stabilizing to adult-levels in late adolescence (18–20 years old). Age effects are well captured by domain-general processes that generate reproducible developmental templates across assessments and datasets. Results provide a canonical trajectory of executive function maturation that demarcates the boundaries of adolescence and can be integrated into future studies.

Suggested Citation

  • Brenden Tervo-Clemmens & Finnegan J. Calabro & Ashley C. Parr & Jennifer Fedor & William Foran & Beatriz Luna, 2023. "A canonical trajectory of executive function maturation from adolescence to adulthood," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-42540-8
    DOI: 10.1038/s41467-023-42540-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-42540-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-42540-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Frank Dudbridge, 2013. "Power and Predictive Accuracy of Polygenic Risk Scores," PLOS Genetics, Public Library of Science, vol. 9(3), pages 1-17, March.
    2. Kaja Z. LeWinn & Margaret A. Sheridan & Katherine M. Keyes & Ava Hamilton & Katie A. McLaughlin, 2017. "Sample composition alters associations between age and brain structure," Nature Communications, Nature, vol. 8(1), pages 1-14, December.
    3. Joseph Henrich & Steve J. Heine & Ara Norenzayan, 2010. "The Weirdest People in the World?," RatSWD Working Papers 139, German Data Forum (RatSWD).
    4. Simon N. Wood, 2013. "On p-values for smooth components of an extended generalized additive model," Biometrika, Biometrika Trust, vol. 100(1), pages 221-228.
    5. Scott Marek & Brenden Tervo-Clemmens & Finnegan J. Calabro & David F. Montez & Benjamin P. Kay & Alexander S. Hatoum & Meghan Rose Donohue & William Foran & Ryland L. Miller & Timothy J. Hendrickson &, 2022. "Reproducible brain-wide association studies require thousands of individuals," Nature, Nature, vol. 603(7902), pages 654-660, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hind Dib‐slamani & Gilles Grolleau & Naoufel Mzoughi, 2021. "Is theft considered less severe when the victim is a foreign company?," Post-Print hal-03340844, HAL.
    2. Shi, Yun & Cui, Xiangyu & Zhou, Xunyu, 2020. "Beta and Coskewness Pricing: Perspective from Probability Weighting," SocArXiv 5rqhv, Center for Open Science.
    3. Stephen L. Cheung & Agnieszka Tymula & Xueting Wang, 2022. "Present bias for monetary and dietary rewards," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1202-1233, September.
    4. Plante, Charles & Lassoued, Rim & Phillips, Peter W.B., 2017. "The Social Determinants of Cognitive Bias: The Effects of Low Capability on Decision Making in a Framing Experiment," SocArXiv u62cx, Center for Open Science.
    5. John A. List, 2024. "Optimally generate policy-based evidence before scaling," Nature, Nature, vol. 626(7999), pages 491-499, February.
    6. Nicolas Jacquemet & Adam Zylbersztejn, 2014. "What drives failure to maximize payoffs in the lab? A test of the inequality aversion hypothesis," Review of Economic Design, Springer;Society for Economic Design, vol. 18(4), pages 243-264, December.
    7. Dai, Zhixin & Zheng, Jiwei & Zizzo, Daniel John, 2024. "Theories of reasoning and focal point play with a matched non-student sample," China Economic Review, Elsevier, vol. 83(C).
    8. Jenny C Su & Chi-Yue Chiu & Wei-Fang Lin & Shigehiro Oishi, 2016. "Social Monitoring Matters for Deterring Social Deviance in Stable but Not Mobile Socio-Ecological Contexts," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-13, November.
    9. Goran Calic & Moren Lévesque & Anton Shevchenko, 2024. "On why women-owned businesses take more time to secure microloans," Small Business Economics, Springer, vol. 63(3), pages 917-938, October.
    10. Sirola, Nina, 2023. "Going beyond the call of duty under conditions of economic threat: Integrating life history and temporal dilemma perspectives," Organizational Behavior and Human Decision Processes, Elsevier, vol. 179(C).
    11. Holli-Anne Passmore & Ying Yang & Sarena Sabine, 2022. "An Extended Replication Study of the Well-Being Intervention, the Noticing Nature Intervention (NNI)," Journal of Happiness Studies, Springer, vol. 23(6), pages 2663-2683, August.
    12. Mitchell, Brittany L. & Hansell, Narelle K. & McAloney, Kerrie & Martin, Nicholas G. & Wright, Margaret J. & Renteria, Miguel E. & Grasby, Katrina L., 2022. "Polygenic influences associated with adolescent cognitive skills," Intelligence, Elsevier, vol. 94(C).
    13. Pamela Jakiela & Edward Miguel & Vera Velde, 2015. "You’ve earned it: estimating the impact of human capital on social preferences," Experimental Economics, Springer;Economic Science Association, vol. 18(3), pages 385-407, September.
    14. Epton, Tracy & Ghio, Daniela & Ballard, Lisa M. & Allen, Sarah F. & Kassianos, Angelos P. & Hewitt, Rachael & Swainston, Katherine & Fynn, Wendy Irene & Rowland, Vickie & Westbrook, Juliette & Jenkins, 2022. "Interventions to promote physical distancing behaviour during infectious disease pandemics or epidemics: A systematic review," Social Science & Medicine, Elsevier, vol. 303(C).
    15. Matthew Rosenblatt & Link Tejavibulya & Rongtao Jiang & Stephanie Noble & Dustin Scheinost, 2024. "Data leakage inflates prediction performance in connectome-based machine learning models," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    16. Leon D. Lotter & Amin Saberi & Justine Y. Hansen & Bratislav Misic & Casey Paquola & Gareth J. Barker & Arun L. W. Bokde & Sylvane Desrivières & Herta Flor & Antoine Grigis & Hugh Garavan & Penny Gowl, 2024. "Regional patterns of human cortex development correlate with underlying neurobiology," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    17. El Harbi, Sana & Bekir, Insaf & Grolleau, Gilles & Sutan, Angela, 2015. "Efficiency, equality, positionality: What do people maximize? Experimental vs. hypothetical evidence from Tunisia," Journal of Economic Psychology, Elsevier, vol. 47(C), pages 77-84.
    18. Jorge Sinval & M. Joseph Sirgy & Dong-Jin Lee & João Marôco, 2020. "The Quality of Work Life Scale: Validity Evidence from Brazil and Portugal," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(5), pages 1323-1351, November.
    19. Cornand, Camille & Hubert, Paul, 2020. "On the external validity of experimental inflation forecasts: A comparison with five categories of field expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 110(C).
    20. Steger, Diana & Schroeders, Ulrich & Wilhelm, Oliver, 2019. "On the dimensionality of crystallized intelligence: A smartphone-based assessment," Intelligence, Elsevier, vol. 72(C), pages 76-85.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-42540-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.