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A validation study of the self-compassion scale-short form (SCS-SF) with ant colony optimization in a Turkish sample

The general purpose of this studyis to validatethe Turkish version of the
 short form of Self- Compassion Scale by Ant Colony Optimization. For this
 purpose, data were collected from two different samples. Sample-1 (N=398)
 and Sample-2 (N=233) consist of young and middle-aged adults. Short form was
 created by selecting the most suitable items for unidimensional, two-factor
 correlated, six-factor correlated, six-factor higher-order, bifactor- CFA
 and bifactor-ESEM factor structures over Sample-1, and Confirmatory Factor
 Analysis and omega reliability findings were obtained. After the
 determination of the bifactor-ESEM with Sample-1 as the best factor
 structure, the model data fits and reliability indices of the relevant
 factor structure were cross-validatedon Sample-2. Strict measurement
 invariance was establishedbetween age groups. The results indicate that
 the SCS-SF developed in this studyis a valid and reliable measurement tool
 with a bifactor-ESEM structure with 12 items, 6 specific factors, and a
 general factor.