Predicting individual differences in digital alcohol intervention effectiveness through multimodal data.

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Title: Predicting individual differences in digital alcohol intervention effectiveness through multimodal data.
Authors: Fuchs M; Centre for Digital Health Interventions, Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland., Boyd ZM; Department of Mathematics, Brigham Young University, Provo, UT, USA., Schwarze A; Office of Artificial Intelligence Policy, Utah Department of Commerce, Salt Lake City, UT, USA., Cosme D; Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA.; Annenberg Public Policy Center, University of Pennsylvania, Philadelphia, PA, USA., Stanoi O; Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA., Kang Y; Department of Psychology, Rutgers, The State University of New Jersey, New Jersey, NJ, USA., Kowatsch T; Centre for Digital Health Interventions, Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland.; Centre for Digital Health Interventions, Institute for Implementation Science in Health Care, University of Zürich, Zürich, Switzerland.; Centre for Digital Health Interventions, School of Medicine, University of St. Gallen, St. Gallen, Switzerland., Wangenheim FV; Centre for Digital Health Interventions, Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland., Bassett DS; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.; Department of Electrical & Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA.; Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA.; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.; Department of Physics & Astronomy, University of Pennsylvania, PA, Philadelphia, USA.; The Santa Fe Institute, Santa Fe, NM, USA., Ochsner KN; Department of Psychology, Columbia University, New York City, NY, USA., Lydon-Staley DM; Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA.; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA., Falk EB; Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA, USA.; Annenberg Public Policy Center, University of Pennsylvania, Philadelphia, PA, USA.; Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA.; Penn Center for Science, Sustainability, and the Media, University of Pennsylvania, Philadelphia, PA, USA.; Wharton Marketing Department, University of Pennsylvania, Philadelphia, PA, USA.; Wharton Operations, Information and Decisions Department, University of Pennsylvania, Philadelphia, PA, USA., Mucha PJ; Department of Mathematics, Dartmouth College, Hanover, NH, USA., Jovanova M; Centre for Digital Health Interventions, Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland. mia.jovanova@mtec.ethz.ch.; Centre for Digital Health Interventions, School of Medicine, University of St. Gallen, St. Gallen, Switzerland. mia.jovanova@mtec.ethz.ch.
Source: NPJ digital medicine [NPJ Digit Med] 2026 Jan 27; Vol. 9 (1), pp. 170. Date of Electronic Publication: 2026 Jan 27.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2398-6352
DOI:10.1038/s41746-026-02356-4