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The Mental Health Ecosystem: Extending Symptom Networks With Risk and Protective Factors
Frontiers in Psychiatry, 2021 Inspired by modeling approaches from the ecosystems literature, in this paper, we expand the network approach to psychopathology with risk and protective factors to arrive at an integrated analysis of resilience.
Gabriela Lunansky +7 more
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Humor appreciation can be predicted with machine learning techniques
Scientific Reports, 2023 Humor research is supposed to predict whether something is funny. According to its theories and observations, amusement should be predictable based on a wide variety of variables.
Hannes Rosenbusch, Thomas Visser
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Psych, 2021 A large body of research suggests that during learning motor skills, focusing on environmental effects of the movement (external focus) generally leads to better performance than focusing on one’s own body (internal focus).
Svetlana Wähnert, Gisela Müller-Plath
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Linking of Rasch-Scaled Tests: Consequences of Limited Item Pools and Model Misfit
Frontiers in Psychology, 2021 In the context of item response theory (IRT), linking the scales of two measurement points is a prerequisite to examine a change in competence over time.
Luise Fischer +5 more
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Conditional permutation importance revisited
BMC Bioinformatics, 2020 Background Random forest based variable importance measures have become popular tools for assessing the contributions of the predictor variables in a fitted random forest.
Dries Debeer, Carolin Strobl
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Quantifying agent impacts on contact sequences in social interactions
Scientific Reports, 2022 Human social behavior plays a crucial role in how pathogens like SARS-CoV-2 or fake news spread in a population. Social interactions determine the contact network among individuals, while spreading, requiring individual-to-individual transmission, takes ...
Mark M. Dekker +5 more
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Bayesian Tests of Two Proportions: A Tutorial With R and JASP
Methodology, 2022 The need for a comparison between two proportions (sometimes called an A/B test) often arises in business, psychology, and the analysis of clinical trial data.
Tabea Hoffmann +2 more
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Bayesian Inference in Numerical Cognition: A Tutorial Using JASP
Journal of Numerical Cognition, 2020 Researchers in numerical cognition rely on hypothesis testing and parameter estimation to evaluate the evidential value of data. Though there has been increased interest in Bayesian statistics as an alternative to the classical, frequentist approach to ...
Thomas J. Faulkenberry +2 more
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Computers and Education Open, 2022 Group awareness tools that implicitly guide users by presenting information about intangible cognitive (e.g., knowledge) and emotional (e.g., friendliness) group aspects have different effects in educational online collaboration.
Lisa Ollesch +2 more
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Psych, 2021 [U25] is a German online-peer-counseling service for adolescents with suicidal ideation, who typically do not seek or receive adequate counseling. We conducted an online survey in order to compare persons who receive online counseling by [U25] compared ...
Maren Weiss +3 more
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