Accelerometer-derived movement phenotypes and adolescent mental health in pediatric obesity: A causal machine-learning study

Siyu Pan, Peng Wang, Fabian Herold, Matthew Heath, Edmund Wei Jian Lee, Effie Lai-Chong Law, Cassandra J. Lowe, André Werneck, Markus Gerber, David Moreau, Myrto Mavilidi, Fred Paas, Mats Hallgren, Xia Xu, Liye Zou

Open source

DOI
10.1016/j.ijchp.2026.100704
Published
2026-04
Container
International Journal of Clinical and Health Psychology
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.ijchp.2026.100704,
  title = {Accelerometer-derived movement phenotypes and adolescent mental health in pediatric obesity: A causal machine-learning study},
  author = {Siyu Pan and Peng Wang and Fabian Herold and Matthew Heath and Edmund Wei Jian Lee and Effie Lai-Chong Law and Cassandra J. Lowe and André Werneck and Markus Gerber and David Moreau and Myrto Mavilidi and Fred Paas and Mats Hallgren and Xia Xu and Liye Zou},
  year = {2026},
  journal = {International Journal of Clinical and Health Psychology},
  doi = {10.1016/j.ijchp.2026.100704},
  url = {https://doi.org/10.1016/j.ijchp.2026.100704}
}

RIS

TY  - JOUR
TI  - Accelerometer-derived movement phenotypes and adolescent mental health in pediatric obesity: A causal machine-learning study
AU  - Siyu Pan
AU  - Peng Wang
AU  - Fabian Herold
AU  - Matthew Heath
AU  - Edmund Wei Jian Lee
AU  - Effie Lai-Chong Law
AU  - Cassandra J. Lowe
AU  - André Werneck
AU  - Markus Gerber
AU  - David Moreau
AU  - Myrto Mavilidi
AU  - Fred Paas
AU  - Mats Hallgren
AU  - Xia Xu
AU  - Liye Zou
PY  - 2026
JO  - International Journal of Clinical and Health Psychology
DO  - 10.1016/j.ijchp.2026.100704
UR  - https://doi.org/10.1016/j.ijchp.2026.100704
ER  - 

APA

Pan, S., Wang, P., Herold, F., Heath, M., Lee, E. W. J., Law, E. L., Lowe, C. J., Werneck, A., Gerber, M., Moreau, D., Mavilidi, M., Paas, F., Hallgren, M., Xu, X., & Zou, L. (2026). Accelerometer-derived movement phenotypes and adolescent mental health in pediatric obesity: A causal machine-learning study. International Journal of Clinical and Health Psychology. https://doi.org/10.1016/j.ijchp.2026.100704

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