Multidimensional Healthy Adult Scale: Development and validation of a measurement tool to understand how the Healthy Adult works in a Turkish population

Healthy Adult (HA), a key schema therapy construct, represents the individual's 'healthy' state, characterized by balancing personal and others' needs within a realistic perspective. We developed the Multidimensional Healthy Adult Scale to explore how various dimensions of the HA contribute to different aspects of well-being and tested its factor structure and psychometric properties. Data were collected from 472 participants (24.1% male, 75.5% female) between the ages of 18 and 60. The items of the scale were generated based on a qualitative study conducted in Türkiye. Data were analyzed using Confirmatory Factor Analysis and Structural Equation Modeling in Lavaan, which demonstrated a strong fit for the measurement and predictive models. The Bond, Balance, and Battle factors, along with the overarching HA, showed good fit. Low Balance scores were associated with higher psychopathology and negative affect, while high Battle scores were associated with greater life satisfaction and positive affect. Although Bond correlated positively with Balance and Battle, high Bond scores, when controlling for the others, were linked to increased psychopathology and negative affect. These results provide evidence for a multidimensional structure of the HA. Further validation of the scale and clarification of Bond's role is needed for clinical insights.

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Journal
PLoS ONE
Published
2026-03-09
DOI
https://doi.org/10.1371/journal.pone.0343996
Primary Topic
Psychological Well-being and Life Satisfaction
Type
article
Field-Weighted Citation Impact
0.00

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article

Multidimensional Healthy Adult Scale: Development and validation of a measurement tool to understand how the Healthy Adult works in a Turkish population

Eva Billen, Duygu Yakın, Raoul P. P. P. Grasman, Arnoud Arntz
PLoS ONE
Psychological Well-being and Life Satisfaction
article

Multidimensional Healthy Adult Scale: Development and validation of a measurement tool to understand how the Healthy Adult works in a Turkish population

Eva Billen, Duygu Yakın, Raoul P. P. P. Grasman, Arnoud Arntz
article en

Abstract

Healthy Adult (HA), a key schema therapy construct, represents the individual's 'healthy' state, characterized by balancing personal and others' needs within a realistic perspective. We developed the Multidimensional Healthy Adult Scale to explore how various dimensions of the HA contribute to different aspects of well-being and tested its factor structure and psychometric properties. Data were collected from 472 participants (24.1% male, 75.5% female) between the ages of 18 and 60. The items of the scale were generated based on a qualitative study conducted in Türkiye. Data were analyzed using Confirmatory Factor Analysis and Structural Equation Modeling in Lavaan, which demonstrated a strong fit for the measurement and predictive models. The Bond, Balance, and Battle factors, along with the overarching HA, showed good fit. Low Balance scores were associated with higher psychopathology and negative affect, while high Battle scores were associated with greater life satisfaction and positive affect. Although Bond correlated positively with Balance and Battle, high Bond scores, when controlling for the others, were linked to increased psychopathology and negative affect. These results provide evidence for a multidimensional structure of the HA. Further validation of the scale and clarification of Bond's role is needed for clinical insights.

PLoS ONEVol. 21(3)
Amsterdam University of Applied Sciences (NL), University of Amsterdam (NL)
Türkiye Bilimsel ve Teknolojik Araştırma Kurumu
Openalex Percentile: Top 39%
Psychological Well-being and Life Satisfaction
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Multidimensional Healthy Adult Scale: Development and validation of a measurement tool to understand how the Healthy Adult works in a Turkish population — Eva Billen, Duygu Yakın, et al. · PLoS ONE (2026) | TGRS Research Map | TGRS