WEALTH Publications

Peer Reviewed Publications:

Ecological momentary assessment of physical and eating behaviours: The WEALTH feasibility and optimisation study with recommendations for large-scale data collection. Reference: Janek M, Kuhnova J, Cardon G, Van Dyck D, Cimler R, et al. (2025). Ecological momentary assessment of physical and eating behaviours: The WEALTH feasibility and optimisation study with recommendations for large-scale data collection. PLOS ONE 20(2): e0318772. https://doi.org/10.1371/journal.pone.0318772

Three Body-Worn Accelerometers in the French NutriNet-Santé Cohort: Feasibility and Acceptability Study. Reference: Soumaré A, Fezeu LK, Bouchan J, Delestre F, Bellicha A, Cardon G, Donnelly A, Hebestreit A, Touvier M, Oppert JM, Vanhelst J. (2025). Three Body-Worn Accelerometers in the French NutriNet-Santé Cohort: Feasibility and Acceptability Study. JMIR Form Res. 20;9:e76167. https://doi.org/10.2196/76167

External Validation of a Hip-Worn Accelerometry-Based Machine Learning Model for Physical Behavior Classification in Free-Living Conditions. Reference: Swenne, A., Sigcha, L., Hebestreit, A., Bouchan, J., Cimler, R., Cardon, G., Elavsky, S., Fezeu, L. K., Kühnová, J., Oppert, J., Vetrovsky, T., Donnelly, A., Van de Ven, P., Buck, C., and On Behalf of the WEALTH Consortium (2025). External Validation of a Hip-Worn Accelerometry-Based Machine Learning Model for Physical Behavior Classification in Free-Living Conditions. Journal for the Measurement of Physical Behaviour 8, 1, https://doi.org/10.1123/jmpb.2025-0030

Acceptability of Intensive Ambulatory Assessment Combining Four Wearable Sensors and Ecological Momentary Assessment to Assess Physical and Eating Behaviors in Adults: The WEALTH Project. Reference: Bouchan J, Fezeu LK, Vetrovsky T, Elavsky S, Delestre F, De Vylder F, Buck C, Hebestreit A, Harrington J, Hayes G, Donnelly A, Oppert J, Cardon ., and on behalf of the Wealth Consortium. (2026). Acceptability of Intensive Ambulatory Assessment Combining Four Wearable Sensors and Ecological Momentary Assessment to Assess Physical and Eating Behaviors in Adults: The WEALTH Project. Journal for the Measurement of Physical Behaviour 9, 1. https://doi.org/10.1123/jmpb.2025-0025

Standardized Methods for Evaluating Physical and Eating Behaviors: The WEALTH Cross-Sectional Study Protocol. Reference: Hayes G, Buck C, Cardon G, Cimler R, Elavsky S, Fezeu K L, Harrington JM, Kühnová J, Oppert JM, Sigcha L, Van de Ven P, Vetrovsky T, Woods CB, Hebestreit A, Donnelly AE. (2026) Standardized Methods for Evaluating Physical and Eating Behaviors: The WEALTH Cross-Sectional Study Protocol. JMIR Res Protoc 2026;15:e70186 https://doi.org/10.2196/70186

Conference Publications 2023/2024:

Janek M, Kuhnova J, Hebestreit A, Buck C, Cimler R, Cardon G, Oppert J-M, Harrington JM, Donnelly A, Vetrovsky T, Elavsky S. Simultaneous examination of physical and eating behaviours and their context using ecological momentary assessment: The WEALTH pilot study. 22nd Annual Meeting of the International Society for Behavioral Nutrition and Physical Activity (ISBNPA), 14-17 June 2023, Uppsala, Sweden.

Elavsky S, Vetrovsky T, Janek M, Kuhnova J, Cimler R, Hebestreit A, Buck C, Cardon G, Oppert J-M, Fezeu LK, Harrington JM, Donnelly A. Wearable sensor assessment of physical and eating behaviours (WEALTH): The ecological momentary assessment protocol. Society for Ambulatory Assessment (SAA), 5-7 June 2023, Amsterdam, The Netherlands Link to Poster

Buck C, Oppert J-M, Cardon G, Vetrovsky T, Chastin S, Donnelly A. Real-life assessment of physical activity – Insights from the WEALTH European project. 10th International Society for Physical Activity and Health Congress (ISPAH), 28-31 October 2024, Paris, France.

Buck C, Swenne A, Sigcha L, Oppert J-M, Cimler R, Elavsky S, Vetrovsky T, Donnelly A, Hebestreit A. The WEALTH study design for labeled data assessment. 9th International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM) of the International Society for the Measurement of Physical Behaviour (ISMPB), 18-21 June 2024, Rennes, France.

Sigcha L, Swenne A, Hebestreit A, Oppert J-M, Cimler R, Elavsky S, Vetrovsky T, Donnelly A, Buck C, Van de Ven P. Classification of physical behaviours from thigh-worn accelerometry. 9th International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM) of the International Society for the Measurement of Physical Behaviour (ISMPB), 18-21 June 2024, Rennes, France.

Swenne A, Hebestreit A, Sigcha L, Oppert J-M, Cimler R, Elavsky S, Vetrovsky T, Donnelly A, Buck C. Classification of physical behaviours using hip- and wrist-worn accelerometry. 9th International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM) of the International Society for the Measurement of Physical Behaviour (ISMPB), 18-21 June 2024, Rennes, France.

Conference Publications 2025/2026

Bouchan J, Oppert J-M, Fezeu LK, Vetrovsky T, Elavsky S, Hebestreit A, Buck C, Donnelly A, Cardon G. Ecological momentary assessment (EMA) of physical activity: Acceptability in healthy adults.. Society for Ambulatory Assessment (SAA), 26-28 May 2025, Leuven, Belgium Link to Poster

Vetrovsky T, Bouchan J, Janek M, Fezeu LK, Kuhnova J, Elavsky S, Buck C, Hebestreit A, Sigcha L, Donnelly A, Compernolle S, Oppert J-M, Cardon G. Patterns of compliance with ecological momentary assessment in 627 adults from the WEALTH study. Society for Ambulatory Assessment (SAA), 26-28 May 2025, Leuven, Belgium.