The impact of physical activity on psychological distress in young people: an analysis of longitudinal data from the Millenium Cohort Study using causal machine learning

Lewis William Paton; Noemi Kreif; Lauren Aylott; Philip Kerrigan; Clau Nader; Lina Gega; Paul Alexander Tiffin

doi:10.1002/jcv2.70035

The impact of physical activity on psychological distress in young people: an analysis of longitudinal data from the Millenium Cohort Study using causal machine learning

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	e70035
Number of pages	9
Journal	JCPP Advances
Early online date	19 Aug 2025
DOIs	https://doi.org/10.1002/jcv2.70035
Publication status	E-pub ahead of print - 19 Aug 2025

Bibliographical note

Access to Document

10.1002/jcv2.70035Licence: CC BY

JCPP Advances - 2025 - Paton - The impact of physical activity on psychological distress in young people An analysis of
© 2025 The Author(s).
Final published version, 365 KBLicence: CC BY

Wellcome Trust : Rapid AI Policy Probing and Observational Research Tool
Tiffin, P. (Principal investigator), Gega, L. (Co-investigator), KREIF, N. (Co-investigator) & Paton, L. (Co-investigator)
22/08/22 → 21/03/23
Project: Research project (funded) › Research

Cite this

@article{117478854be74622b1d85f323997e848,

title = "The impact of physical activity on psychological distress in young people: an analysis of longitudinal data from the Millenium Cohort Study using causal machine learning",

author = "Paton, \{Lewis William\} and Noemi Kreif and Lauren Aylott and Philip Kerrigan and Clau Nader and Lina Gega and Tiffin, \{Paul Alexander\}",

note = "{\textcopyright} 2025 The Author(s). ",

year = "2025",

month = aug,

day = "19",

doi = "10.1002/jcv2.70035",

language = "English",

journal = "JCPP Advances",

issn = "2692-9384",

publisher = "Wiley-Blackwell",

}

TY - JOUR

T1 - The impact of physical activity on psychological distress in young people

T2 - an analysis of longitudinal data from the Millenium Cohort Study using causal machine learning

AU - Paton, Lewis William

AU - Kreif, Noemi

AU - Aylott, Lauren

AU - Kerrigan, Philip

AU - Nader, Clau

AU - Gega, Lina

AU - Tiffin, Paul Alexander

PY - 2025/8/19

Y1 - 2025/8/19

U2 - 10.1002/jcv2.70035

DO - 10.1002/jcv2.70035

M3 - Article

SN - 2692-9384

JO - JCPP Advances

JF - JCPP Advances

M1 - e70035

ER -

The impact of physical activity on psychological distress in young people: an analysis of longitudinal data from the Millenium Cohort Study using causal machine learning

Bibliographical note

Access to Document

Projects

Wellcome Trust : Rapid AI Policy Probing and Observational Research Tool

Cite this