# Latent profiles of psychological wellbeing and psychological resources in Türkiye: tolerance, patience, compassion satisfaction, psychological flexibility

## TL;DR

This study identifies three distinct psychological wellbeing profiles in Türkiye based on traits like tolerance and patience, and finds that higher wellbeing is linked to being female, married, and highly educated.

## Contribution

The study introduces a novel application of latent profile analysis to psychological wellbeing in a Turkish context, revealing distinct subgroups and their demographic associations.

## Key findings

- Three psychological wellbeing profiles were identified: high, moderate, and low.
- Higher wellbeing was associated with being female, married, and having higher education.
- Psychological resources showed moderate positive correlations across all indicators.

## Abstract

The aim of this study is to identify psychological wellbeing profiles based on the variables of tolerance, patience, compassion satisfaction, and psychological flexibility within the context of Türkiye sample, and to examine whether these profiles differ across demographic subgroups.

The study was conducted with N = 513 voluntary participants living in Türkiye.

Data were collected using the Patience Scale, Compassion Satisfaction Scale, Tolerance Scale, Psychological Flexibility Scale, and Psychological Well-Being Scale. The construct validity of the scales was tested through confirmatory factor analysis (CFA), and the fit indices were found to be at acceptable levels. Internal consistency was confirmed using Cronbach’s alpha coefficients. Latent profile analysis (LPA) was used to identify distinct psychological profiles. The relationship between participant profiles and socio-demographic variables was examined using the chi-square test.

Considering parsimony and theoretical interpretability, a three-cluster solution was selected as the final model. The profiles corresponded to high, moderate, and low levels across all indicators and were labeled as “High,” “Moderate,” and “Low Psychological Well-Being and Psychological Resources.” Correlations among the variables were generally found to be moderately positive. After considering demographic variables, it was found that profiles with higher psychological wellbeing and psychological resources were associated with being female, married, and having a high level of education.

Overall, the findings suggest that psychological wellbeing in Türkiye sample can be better understood through heterogeneous subgroups and provide insights for the design of culturally sensitive interventions and programs.