In two studies, we examine the relationship between self-reported everyday activities and SWB, while allowing individuals to express their activities freely by allowing open-ended responses that were then analyzed with state-of-the-art (transformers-based) Natural Language Processing.
We show that using a recent break-through in artificial intelligence –transformers–, psychological assessments from text-responses can approach theoretical upper limits in accuracy, converging with standard psychological rating scales..
Measuring psych constructs with words analyzed with AI...
We develop an approach using open-ended questions in which the responses are analyzed using natural language processing.
We developed the Harmony in Life Scale (HILS) emphasizing psychological balance and flexibility in life.
Conceptualizing and measuring well-being...
My Open Science Framework Profile.
We explore how affective profiles systematically relate to psychological well-being and harmony in life.
This article outlines a potential synergy between sustainability and well-being research.