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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 …
links between mobile phone use and mental health from a psychological or behavioral …
Best practices in supervised machine learning: A tutorial for psychologists
Supervised machine learning (ML) is becoming an influential analytical method in
psychology and other social sciences. However, theoretical ML concepts and predictive …
psychology and other social sciences. However, theoretical ML concepts and predictive …
Predicting personality from patterns of behavior collected with smartphones
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 …
away, these sensor-rich devices can easily be repurposed to collect rich and extensive …
Well-being in social interactions: Examining personality-situation dynamics in face-to-face and computer-mediated communication.
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 …
research on the relationship between social interactions and well-being has been largely …
Sensing sociability: Individual differences in young adults' conversation, calling, texting, and app use behaviors in daily life.
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 …
we know relatively little about how much social behavior people engage in during a typical …
Assessing personality states: What to consider when constructing personality state measures
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 …
have become a more and more common tool in the psychologist's toolbox. However, and …
Personality research and assessment in the era of machine learning
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 …
gathered from mobile sensing studies and in the form of digital footprints, is poised to …
[HTML][HTML] Identifying indicators of smartphone addiction through user-app interaction
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 ty**, carried …
physical interactions with the interface. Typical events are taps, scrolling and ty**, carried …
Personality and problematic smartphone use: A facet-level analysis using the Five Factor Model and HEXACO frameworks
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 …
functioning in terms of productivity, social relationships, physical health, or emotional well …
[HTML][HTML] Are travellers willing to adopt MaaS? Exploring attitudinal and personality factors in the case of Madrid, Spain
Abstract Mobility as a Service (MaaS) is expected to significantly change our mobility
patterns. However, it is still not clear who will accept this new mobility paradigm and how it …
patterns. However, it is still not clear who will accept this new mobility paradigm and how it …