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Frontiers in Psychology|August 11, 2015
Sharing feelings online: studying emotional well-being via automated text analysis of Facebook postsMichele Settanni, Davide MarengoAssessment|December 31, 2025
Detecting Suicidal Ideation in Adolescence Using Self-Reported Emotional and Behavioral Patterns: Comparing Machine Learning and Large Language Model PredictionsDavide Marengo, Claudio LongobardiHeliyon|July 18, 2024
Examining the Postdictive Validity of Self-Report Big Five Personality Traits with Objective Recordings of Online Behaviors: A Ten-Year Retrospective Study Using Facebook Page LikesDavide Marengo, Michele SettanniData in Brief|March 4, 2022
Dataset on individual differences in self-reported personality and inferred emotional expression in profile pictures of Italian Facebook usersDavide Marengo, Michele Settanni, Christian MontagMemory (Hove, England)|September 25, 2025
Testing order effects in autobiographical memory researchIgor Sotgiu, Stefania Consonni, Davide MarengoJournal of Personality|September 2, 2025
Inferring Personality From Social Media Activity Using Large Language Models: Cross-Model Agreement, Temporal Stability, and Convergent Validity With Self-ReportsDavide Marengo, Christian Montag, Michele SettanniCyberpsychology, Behavior and Social Networking|April 7, 2018
Predicting Individual Characteristics from Digital Traces on Social Media: A Meta-AnalysisMichele Settanni, Danny Azucar, Davide MarengoAddictive Behaviors|November 10, 2019
The interplay between neuroticism, extraversion, and social media addiction in young adult Facebook users: Testing the mediating role of online activity using objective dataDavide Marengo, Ilaria Poletti, Michele SettanniAddictive Behaviors|May 14, 2025
Leveraging social media and large language models for scalable alcohol risk assessment: Examining validity with AUDIT-C and post recency effectsDavide Marengo, Francesco Quilghini, Michele SettanniPsychiatry Research|March 5, 2019
"Development and preliminary validation of an image-based instrument to assess depressive symptoms"Davide Marengo, Michele Settanni, Fabrizia GiannottaPageof 5