Personality computing: New frontiers in personality assessment

LV Phan, JF Rauthmann - Social and personality psychology …, 2021 - Wiley Online Library
Personality Computing (PC) is a burgeoning field at the intersection of personality and
computer science that seeks to extract personality‐relevant information (eg, on Big Five trait …

Digital health data-driven approaches to understand human behavior

LA Marsch - Neuropsychopharmacology, 2021 - nature.com
Advances in digital technologies and data analytics have created unparalleled opportunities
to assess and modify health behavior and thus accelerate the ability of science to …

Predicting personality from patterns of behavior collected with smartphones

C Stachl, Q Au, R Schoedel… - Proceedings of the …, 2020 - National Acad Sciences
Smartphones enjoy high adoption rates around the globe. Rarely more than an arm's length
away, these sensor-rich devices can easily be repurposed to collect rich and extensive …

Is well-being associated with the quantity and quality of social interactions?

J Sun, K Harris, S Vazire - Journal of personality and social …, 2020 - psycnet.apa.org
Social relationships are often touted as critical for well-being. However, the vast majority of
studies on social relationships have relied on self-report measures of both social …

How personality and policy predict pandemic behavior: Understanding sheltering-in-place in 54 countries at the onset of COVID-19.

FM Götz, A Gvirtz, AD Galinsky… - American …, 2021 - psycnet.apa.org
The spread of COVID-19 within any given country or community at the onset of the pandemic
depended in part on the sheltering-in-place rate of its citizens. The pandemic led us to revisit …

[HTML][HTML] Why do people purchase virtual goods? A uses and gratification (U&G) theory perspective

P Kaur, A Dhir, S Chen, A Malibari, M Almotairi - Telematics and Informatics, 2020 - Elsevier
Few literature studies have investigated the relationships between different uses and
gratifications (U&Gs) of mobile instant messaging (MIM) apps, continuation, and purchase …

Personality research and assessment in the era of machine learning

C Stachl, F Pargent, S Hilbert… - European Journal …, 2020 - journals.sagepub.com
The increasing availability of high–dimensional, fine–grained data about human behaviour,
gathered from mobile sensing studies and in the form of digital footprints, is poised to …

Well-being in social interactions: Examining personality-situation dynamics in face-to-face and computer-mediated communication.

L Kroencke, GM Harari, MD Back… - Journal of Personality …, 2023 - psycnet.apa.org
Decades of research show that people's social lives are linked to their well-being. Yet,
research on the relationship between social interactions and well-being has been largely …

Best practices in supervised machine learning: A tutorial for psychologists

F Pargent, R Schoedel, C Stachl - Advances in Methods and …, 2023 - journals.sagepub.com
Supervised machine learning (ML) is becoming an influential analytical method in
psychology and other social sciences. However, theoretical ML concepts and predictive …

[HTML][HTML] Evaluation of changes in depression, anxiety, and social anxiety using smartphone sensor features: longitudinal cohort study

J Meyerhoff, T Liu, KP Kording, LH Ungar… - Journal of medical …, 2021 - jmir.org
Background The assessment of behaviors related to mental health typically relies on self-
report data. Networked sensors embedded in smartphones can measure some behaviors …