Choosing prediction over explanation in psychology: Lessons from machine learning
T Yarkoni, J Westfall - Perspectives on Psychological …, 2017 - journals.sagepub.com
Psychology has historically been concerned, first and foremost, with explaining the causal
mechanisms that give rise to behavior. Randomized, tightly controlled experiments are …
mechanisms that give rise to behavior. Randomized, tightly controlled experiments are …
Effects of compassion meditation on a psychological model of charitable donation.
Compassion is critical for societal wellbeing. Yet, it remains unclear how specific thoughts
and feelings motivate compassionate behavior, and we lack a scientific understanding of …
and feelings motivate compassionate behavior, and we lack a scientific understanding of …
Who is prejudiced, and toward whom? The big five traits and generalized prejudice
JT Crawford, MJ Brandt - Personality and Social Psychology …, 2019 - journals.sagepub.com
Meta-analyses show that low levels of Openness and Agreeableness correlate with
generalized prejudice. However, previous studies narrowly assessed prejudice toward low …
generalized prejudice. However, previous studies narrowly assessed prejudice toward low …
[HTML][HTML] Assortative preferences for personality and online dating apps: Individuals prefer profiles similar to themselves on agreeableness, openness, and extraversion
Introduction Established couples tend to have similar personalities (ie, assortative mating);
however, the mechanism for this effect is unclear. Individuals may initially be attracted to …
however, the mechanism for this effect is unclear. Individuals may initially be attracted to …
Long-term consistency in chimpanzee consolation behaviour reflects empathetic personalities
In contrast to a wealth of human studies, little is known about the ontogeny and consistency
of empathy-related capacities in other species. Consolation—post-conflict affiliation from …
of empathy-related capacities in other species. Consolation—post-conflict affiliation from …
The interaction of facial expression and donor-recipient eye contact in donation intentions: based on the intensity of emotion
Z Tong, M Yi, W Feng, Y Yu, D Liu, J Zhang - Frontiers in Psychology, 2021 - frontiersin.org
Both happy and sad facial expressions of recipients are frequently used in charity
advertisements. However, the relative effectiveness of these two types of facial expressions …
advertisements. However, the relative effectiveness of these two types of facial expressions …
Impact of personality traits on small charitable donations: The role of altruism and attitude towards an advertisement
Given the serious humanitarian crises encountered by the modern world, it is more crucial
than ever to build a society based on solidarity, compassion, empathy, and a sense of …
than ever to build a society based on solidarity, compassion, empathy, and a sense of …
We are what we watch: movie plots predict the personalities of their fans
How do features of movie content relate to the psychological makeup of the audiences they
attract? We study this question by employing advanced analytical tools to a new rich dataset …
attract? We study this question by employing advanced analytical tools to a new rich dataset …
Toward a neuroscience of compassion
YK Ashar, JR Andrews-Hanna, S Dimidjian… - Positive …, 2016 - books.google.com
Compassion is regarded as a central virtue by many cultures and value systems. It is an
essential ingredient of healthy interactions with others at every scale, from the everyday …
essential ingredient of healthy interactions with others at every scale, from the everyday …
Machine learning meets partner matching: Predicting the future relationship quality based on personality traits
I Großmann, A Hottung, A Krohn-Grimberghe - PloS one, 2019 - journals.plos.org
To what extent is it possible to use machine learning to predict the outcome of a relationship,
based on the personality of both partners? In the present study, relationship satisfaction …
based on the personality of both partners? In the present study, relationship satisfaction …