[HTML][HTML] Mobile phone use and mental health. A review of the research that takes a psychological perspective on exposure

S Thomée - International journal of environmental research and …, 2018 - mdpi.com
The purpose of this study was to carry out a review of observational studies that consider
links between mobile phone use and mental health from a psychological or behavioral …

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 …

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 …

Assessing personality states: What to consider when constructing personality state measures

KT Horstmann, M Ziegler - European Journal of Personality, 2020 - journals.sagepub.com
Repeated assessments of personality states in daily diary or experience sampling studies
have become a more and more common tool in the psychologist's toolbox. However, and …

Sensing sociability: Individual differences in young adults' conversation, calling, texting, and app use behaviors in daily life.

GM Harari, SR Müller, C Stachl, R Wang… - Journal of personality …, 2020 - psycnet.apa.org
Sociability as a disposition describes a tendency to affiliate with others (vs. be alone). Yet,
we know relatively little about how much social behavior people engage in during a typical …

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 …

Personality and problematic smartphone use: A facet-level analysis using the Five Factor Model and HEXACO frameworks

S Horwood, J Anglim - Computers in Human Behavior, 2018 - Elsevier
Problematic smartphone use can be defined as compulsive use that leads to impaired daily
functioning in terms of productivity, social relationships, physical health, or emotional well …

[HTML][HTML] Identifying indicators of smartphone addiction through user-app interaction

B Noë, LD Turner, DEJ Linden, SM Allen… - Computers in human …, 2019 - Elsevier
We introduce a new approach to monitoring the activity of smartphone users based on their
physical interactions with the interface. Typical events are taps, scrolling and typing, carried …

A new agenda for personality psychology in the digital age?

C Montag, JD Elhai - Personality and Individual Differences, 2019 - Elsevier
The present paper hypothesizes how research in personality psychology will change with
the recent emergence of the Internet of Things (IoT). In a society, where humankind is …