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Gepubliceerd in: Mindfulness 6/2020

01-04-2020 | ORIGINAL PAPER

The Use of Latent Profiles to Explore the Multi-dimensionality of Self-compassion

Auteurs: Sarah Ullrich-French, Anne E. Cox

Gepubliceerd in: Mindfulness | Uitgave 6/2020

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Abstract

Objectives

Self-compassion is a multi-dimensional construct; however, little is known about the multi-dimensionality because a composite self-compassion score is typically used. The purpose of this study was to explore profiles of the self-compassion dimensions using latent profile analysis.

Methods

Three healthy, independent samples completed assessments of self-compassion and psychological inflexibility (sample 1 N = 419), perceived stress (sample 2 N = 384), or perceived stress, anxiety, and depression (sample 3 N = 509).

Results

Similar profile patterns emerged across three independent samples. Profile differences in composite self-compassion revealed different underlying dimensional patterns that resulted in similar composite self-compassion scores. In addition, some profiles with different composite scores had similar levels of psychological inflexibility or perceived stress.

Conclusions

Although there is general support for the use of a composite score representing the relative balance of self-compassion, limitations to representing self-compassion with a single score are highlighted. Key limitations are clarity of what a composite score captures, specific mechanisms underlying the construct, and targeted intervention implications.
Literatuur
go back to reference Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using Mplus. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 329–341. Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using Mplus. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 329–341.
go back to reference Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. New York: John Wiley & Sons. Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. New York: John Wiley & Sons.
go back to reference Costa, J., Marôco, J., Pinto-Gouveia, J., Ferreira, C., & Castilho, P. (2016). Validation of the psychometric properties of the Self-Compassion Scale. Testing the factorial validity and factorial invariance of the measure among borderline personality disorder, anxiety disorder, eating disorder and general populations. Clinical Psychology & Psychotherapy, 23, 460–468. https://doi.org/10.1002/cpp.1974.CrossRef Costa, J., Marôco, J., Pinto-Gouveia, J., Ferreira, C., & Castilho, P. (2016). Validation of the psychometric properties of the Self-Compassion Scale. Testing the factorial validity and factorial invariance of the measure among borderline personality disorder, anxiety disorder, eating disorder and general populations. Clinical Psychology & Psychotherapy, 23, 460–468. https://​doi.​org/​10.​1002/​cpp.​1974.CrossRef
go back to reference Gilbert, P. (2005). Compassion: conceptualisations, research and use in psychotherapy. London: Routledge. Gilbert, P. (2005). Compassion: conceptualisations, research and use in psychotherapy. London: Routledge.
go back to reference Gilbert, P. (2009). The compassionate mind: A new approach to life's challenges. London: Constable & Robinson. Gilbert, P. (2009). The compassionate mind: A new approach to life's challenges. London: Constable & Robinson.
go back to reference Gilbert, P., & Irons, C. (2005). Focused therapies and compassionate mind training for shame and self-attacking. In P. Gilbert (Ed.), Compassion: Conceptualizations, research and use in psychotherapy (pp. 263–325). London: Routledge. Gilbert, P., & Irons, C. (2005). Focused therapies and compassionate mind training for shame and self-attacking. In P. Gilbert (Ed.), Compassion: Conceptualizations, research and use in psychotherapy (pp. 263–325). London: Routledge.
go back to reference Marsh, H. W., Ludtke, O., Trautweign, U., & Morin, A. J. S. (2009). Classical latent profile analysis of academic self-concept dimensions: synergy of person- and variable-centered approaches to theoretical models of self-concept. Structural Equation Modeling: A Multidisciplinary Journal, 16, 191–225. https://doi.org/10.1080/10705510902751010.CrossRef Marsh, H. W., Ludtke, O., Trautweign, U., & Morin, A. J. S. (2009). Classical latent profile analysis of academic self-concept dimensions: synergy of person- and variable-centered approaches to theoretical models of self-concept. Structural Equation Modeling: A Multidisciplinary Journal, 16, 191–225. https://​doi.​org/​10.​1080/​1070551090275101​0.CrossRef
go back to reference Morin, A. J. S., & Wang, J. C. K. (2016). A gentle introduction to mixture modeling using physical fitness data. In N. Ntoumanis, & N. Myers (Eds.), An introduction to intermediate and advanced statistical analyses for sport and exercise scientists (pp. 183–210). London: Wiley. Morin, A. J. S., & Wang, J. C. K. (2016). A gentle introduction to mixture modeling using physical fitness data. In N. Ntoumanis, & N. Myers (Eds.), An introduction to intermediate and advanced statistical analyses for sport and exercise scientists (pp. 183–210). London: Wiley.
go back to reference Muthen, B. O. (2001). Latent variable mixture modeling. In G. Marcoulides & R. Schumacker (Eds.), New developments and techniques in structure equation modeling (pp. 1–33). Mahwah, NJ: Lawrence Erlbaum Associates, Inc. Muthen, B. O. (2001). Latent variable mixture modeling. In G. Marcoulides & R. Schumacker (Eds.), New developments and techniques in structure equation modeling (pp. 1–33). Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
go back to reference Neff, K. D., & Germer, C. (2017). Self-compassion and psychological well-being. In E.M. Seppala, E. Simon-Thomas, S.L. Brown, C.D. Cameron, & J. Doty (Eds.) Oxford handbook of compassion science. New York: Oxford University Press. Neff, K. D., & Germer, C. (2017). Self-compassion and psychological well-being. In E.M. Seppala, E. Simon-Thomas, S.L. Brown, C.D. Cameron, & J. Doty (Eds.) Oxford handbook of compassion science. New York: Oxford University Press.
go back to reference Neff, K. D., Long, P., Knox, M., Davidson, O., Kuchar, A., Costigan, A., Williamson, Z., Rohleder, N., Tóth-Király, I., & Breines, J. (2018). The forest and the trees: examining the association of self-compassion and its positive and negative components with psychological functioning. Self and Identity, 17, 627–645. https://doi.org/10.1080/15298868.2018.1436587.CrossRef Neff, K. D., Long, P., Knox, M., Davidson, O., Kuchar, A., Costigan, A., Williamson, Z., Rohleder, N., Tóth-Király, I., & Breines, J. (2018). The forest and the trees: examining the association of self-compassion and its positive and negative components with psychological functioning. Self and Identity, 17, 627–645. https://​doi.​org/​10.​1080/​15298868.​2018.​1436587.CrossRef
go back to reference Neff, K. D., Tóth-Király, I., Yarnell, L. M., Arimitsu, K., Castilho, P., Ghorbani, N., Guo, H. X., Jameson, H. K., Hupfeld, J., Hutz, C. S., Kotsou, I., Kyeong, W. L., Marin, J. M., Sirois, F. M., Souza, L. K., Svendsen, L. J., Wilkinson, R. B., & Mantzios, M. (2019). Examining the factor structure of the Self-Compassion Scale in 20 diverse samples: Support for use of a total score and six subscale scores. Psychological Assessment, 31, 27–45. https://doi.org/10.1037/pas0000629.CrossRefPubMed Neff, K. D., Tóth-Király, I., Yarnell, L. M., Arimitsu, K., Castilho, P., Ghorbani, N., Guo, H. X., Jameson, H. K., Hupfeld, J., Hutz, C. S., Kotsou, I., Kyeong, W. L., Marin, J. M., Sirois, F. M., Souza, L. K., Svendsen, L. J., Wilkinson, R. B., & Mantzios, M. (2019). Examining the factor structure of the Self-Compassion Scale in 20 diverse samples: Support for use of a total score and six subscale scores. Psychological Assessment, 31, 27–45. https://​doi.​org/​10.​1037/​pas0000629.CrossRefPubMed
go back to reference Paulhus, D. L. (1991). Measurement and control of response bias. In J. P. Robinson, P. R. Shaver, & L. S. Wrightsman (Eds.), Measurement of personality and social psychological attitudes (pp. 17–59). San Diego: Academic Press. Paulhus, D. L. (1991). Measurement and control of response bias. In J. P. Robinson, P. R. Shaver, & L. S. Wrightsman (Eds.), Measurement of personality and social psychological attitudes (pp. 17–59). San Diego: Academic Press.
go back to reference Rockcliff, H., Gilbert, P., McEwan, K., Lightman, S., & Glover, D. (2008). A pilot exploration of heart rate variability and salivary cortisol responses to compassion-focused imagery. Clinical Neuropsychiatry, 5, 132–139. Rockcliff, H., Gilbert, P., McEwan, K., Lightman, S., & Glover, D. (2008). A pilot exploration of heart rate variability and salivary cortisol responses to compassion-focused imagery. Clinical Neuropsychiatry, 5, 132–139.
go back to reference Vermunt, J. K., & Magidson, J. (2002). Latent class cluster analysis. In J. A. Hagenaars & A. L. McCutcheon (Eds.) Applied latent class analysis (pp. 89–106). Cambridge, England: Cambridge University Press. Vermunt, J. K., & Magidson, J. (2002). Latent class cluster analysis. In J. A. Hagenaars & A. L. McCutcheon (Eds.) Applied latent class analysis (pp. 89–106). Cambridge, England: Cambridge University Press.
Metagegevens
Titel
The Use of Latent Profiles to Explore the Multi-dimensionality of Self-compassion
Auteurs
Sarah Ullrich-French
Anne E. Cox
Publicatiedatum
01-04-2020
Uitgeverij
Springer US
Gepubliceerd in
Mindfulness / Uitgave 6/2020
Print ISSN: 1868-8527
Elektronisch ISSN: 1868-8535
DOI
https://doi.org/10.1007/s12671-020-01365-y

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