Abstract
Objectives
The purpose of this research was to create two state measures of self-compassion based on the Self-Compassion Scale (SCS): an 18-item State Self-Compassion Scale-Long form (SSCS-L) that could be used to measure the six components of self-compassion, and a six-item State Self-Compassion Scale-Short form (SSCS-S) that could be used as a measure of global state self-compassion.
Methods
Study 1 (N = 588) used a community sample to select items for the SSCS-L and SSCS-S. Confirmatory Factor Analyses, Exploratory Structural Equation Modeling (ESEM), and bifactor modeling were used to analyze the factor structure of the SSCS-L and SSCS-S. Predictive validity was assessed by examining associations with positive and negative affect. Study 2 (N = 411) used a student sample to examine the psychometric properties of the SSCS-L and SSCS-S after a self-compassion mindstate induction (SCMI) to determine if its factor structure would remain unchanged after manipulation. Study 3 (N = 139) examined the psychometric properties of the SSCS-S alone.
Results
The SSCS-L had good psychometric properties and SSCS-S was also adequate. A bifactor-ESEM representation (with one global factor and six components) was supported for the SSCS-L, and a single factor was supported for the SSCS-S. Both scales were reliable. Psychometric properties were unchanged after the experimental manipulation of self-compassion. A total state self-compassion score and subscale scores were associated with positive and negative affect in the expected directions.
Conclusions
The SSCS-L and SSCS-S appear to be valid measures of state self-compassion.
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References
Asparouhov, T., Muthén, B., & Morin, A. J. S. (2015). Bayesian structural equation modeling with cross-loadings and residual covariances: Comments on Stromeyer et al. Journal of Management, 41, 1561–1577.
Bandalos, D. L. (2014). Relative performance of categorical diagonally weighted least squares and robust maximum likelihood estimation. Structural Equation Modeling: A Multidisciplinary Journal, 21(1), 102–116.
Blackie, R. A., & Kocovski, N. L. (2018). Examining the relationships among self-compassion, social anxiety, and post-event processing. Psychological Reports, 121(4), 669–689.
Breines, J. G., & Chen, S. (2012). Self-compassion increases self-improvement motivation. Personality and Social Psychology Bulletin, 38(9), 1133–1143.
Brenner, R. E., Heath, P. J., Vogel, D. L., & Credé, M. (2017). Two is more valid than one: Examining the factor structure of the Self-Compassion Scale (SCS). Journal of Counseling Psychology, 64(6), 696–707.
Browne, M. W. (2001). An overview of analytic rotation in exploratory factor analysis. Multivariate Behavioral Research, 36(1), 111–150.
Brunner, M., Nagy, G., & Wilhelm, O. (2012). A tutorial on hierarchically structured constructs. Journal of Personality, 80(4), 796–846.
Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s mechanical turk: A new source of inexpensive, yet high-quality data? Perspectives on Psychological Science, 6(1), 3–5.
Burisch, M. (1997). Test length and validity revisited. European Journal of Personality, 11(4), 303–315.
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd) Hillsdale, NJ: Erlbaum.
Coroiu, A., Kwakkenbos, L., Moran, C., Thombs, B., Albani, C., Bourkas, S., Zenger, M., Brahler, E., & Korner, A. (2018). Structural validation of the Self-Compassion Scale with a German general population sample. PLoS One, 13, e0190771.
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.
Crawford, J. R., & Henry, J. D. (2004). The positive and negative affect schedule (PANAS): Construct validity, measurement properties and normative data in a large non-clinical sample. British Journal of Clinical Psychology, 43(3), 245–265.
Danner, D., Treiber, L., & Bosnjak, M. (2019). Development and psychometric evaluation of a short version of the Time Perspective Inventory. European Journal of Psychological Assessment, 35, 172–181.
Delaney, M. C. (2018). Caring for the caregivers: Evaluation of the effect of an eight-week pilot Mindful Self-Compassion (MSC) training program on nurses’ compassion fatigue and resilience. PLoS One, 13(11), e0207261.
Dreisoerner, A., Junker, N. M., & van Dick, R. (2020). The relationship among the components of self-compassion: A pilot study using a compassionate writing intervention to enhance self-kindness, common humanity, and mindfulness. Journal of Happiness Studies. Advance online publication. https://doi.org/10.1007/s10902-019-00217-4
Ferrari, M., Hunt, C., Harrysunker, A., Abbott, M. J., Beath, A. P., & Einstein, D. A. (2019). Self-compassion interventions and psychosocial outcomes: A meta-analysis of RCTs. Mindfulness, 10(8), 1455–1473.
Finlay-Jones, A., Xie, Q., Huang, X., Ma, X., & Guo, X. (2017). A pilot study of the 8-week Mindful Self-Compassion training program in a Chinese community sample. Mindfulness, 9(3), 993–1002.
Finney, S. J., & DiStefano, C. (2013). Non-normal and categorical data in structural equation modeling. In G.R. Hancock & R.O. Mueller (Eds.), Structural equation modeling: A second course (pp. 439–492). Charlotte, NC: Information Age Publishing.
Friis, A. M., Johnson, M. H., Cutfield, R. G., & Consedine, N. S. (2016). Kindness matters: a randomized controlled trial of a Mindful Self-Compassion intervention improves depression, distress, and HbA1c among patients with diabetes. Diabetes Care, 39(11), 1963–1971.
Germer, C., & Neff, K. (2019). Teaching the mindful self-compassion program: A guide for professionals. New York: Guilford.
Gilbert, P., Catarino, F., Duarte, C., Matos, M., Kolts, R., Stubbs, J., Ceresatto, L., Duarte, J., Pinto-Gouveia, J., & Basran, J. (2017). The development of compassionate engagement and action scales for self and others. Journal of Compassionate Health Care, 4(4), 1–24.
Gosling, S. D., Rentfrow, P. J., & Swann Jr., W. B. (2003). A very brief measure of the Big-Five personality domains. Journal of Research in Personality, 37(6), 504–528.
Gu, J., Baer, R., Cavanagh, K., Kuyken, W., & Strauss, C. (2019). Development and psychometric properties of the Sussex-Oxford compassion scales (SOCS). Assessment, 27(1), 3–20.
Hollis-Walker, L., & Colosimo, K. (2011). Mindfulness, self-compassion, and happiness in non-meditators: A theoretical and empirical examination. Personality and Individual Differences, 50, 222–227.
Kenny, D. A., Kaniskan, B., & McCoach, D. B. (2015). The performance of RMSEA in models with small degrees of freedom. Sociological Methods & Research, 44(3), 486–507.
Kirschner, H., Kuyken, W., Wright, K., Roberts, H., Brejcha, C., & Karl, A. (2019). Soothing your heart and feeling connected: A new experimental paradigm to study the benefits of self-compassion. Clinical Psychological Science, 7(3), 545–565.
Kline, R. B. (2015). Principles and practice of structural equation modeling. New York: Guilford.
Konrath, S., Meier, B. P., & Bushman, B. J. (2018). Development and validation of the single item Trait Empathy Scale (SITES). Journal of Research in Personality, 73, 111–122.
Körner, A., Coroiu, A., Copeland, L., Gomez-Garibello, C., Albani, C., Zenger, M., & Brähler, E. (2015). The role of self-compassion in buffering symptoms of depression in the general population. PLoS One, 10(10), e0136598.
Lavender, J. M., Tull, M. T., DiLillo, D., Messman-Moore, T., & Gratz, K. L. (2017). Development and validation of a state-based measure of emotion dysregulation: The State Difficulties in Emotion Regulation Scale (S-DERS). Assessment, 24(2), 197–209.
Leary, M. R., Tate, E. B., Adams, C. E., Allen, A. B., & Hancock, J. (2007). Self-compassion and reactions to unpleasant self-relevant events: The implications of treating oneself kindly. Journal of Personality and Social Psychology, 92, 887–904.
López, A., Sanderman, R., Smink, A., Zhang, Y., van Sonderen, E., Ranchor, A., & Schroevers, M. J. (2015). A reconsideration of the Self-Compassion Scale’s total score: self-compassion versus self-criticism. PLoS One, 10(7), e0132940.
MacBeth, A., & Gumley, A. (2012). Exploring compassion: A meta-analysis of the association between self-compassion and psychopathology. Clinical Psychology Review, 32, 545–552.
Marchetti, I., Mor, N., Chiorri, C., & Koster, E. H. (2018). The brief state rumination inventory (BSRI): validation and psychometric evaluation. Cognitive Therapy and Research, 42(4), 447–460.
Marsh, H. W., Hau, K. T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11(3), 320–341.
Marsh, H. W., Hau, K. T., & Grayson, D. (2005). Goodness of fit evaluation. In A. Maydeu-Olivares & J. McArdle (Eds.), Contemporary psychometrics (pp. 275–340). London: Psychology Press.
Marsh, H. W., Martin, A. J., & Jackson, S. (2010). Introducing a short version of the physical self description questionnaire: new strategies, short-form evaluative criteria, and applications of factor analyses. Journal of Sport and Exercise Psychology, 32(4), 438–482.
Marsh, H. W., Morin, A. J., Parker, P. D., & Kaur, G. (2014). Exploratory structural equation modeling: An integration of the best features of exploratory and confirmatory factor analysis. Annual Review of Clinical Psychology, 10, 85–110.
McDonald, R. P. (1970). The theoretical foundations of principal factor analysis, canonical factor analysis, and alpha factor analysis. British Journal of Mathematical and Statistical Psychology, 23(1), 1–21.
Medvedev, O. N., Krägeloh, C. U., Narayanan, A., & Siegert, R. J. (2017). Measuring mindfulness: applying generalizability theory to distinguish between state and trait. Mindfulness, 8(4), 1036–1046.
Morin, A. J. S., Marsh, H. W., & Nagengast, B. (2013). Exploratory structural equation modeling. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 395-436). Information Age.
Morin, A. J. S., Arens, A. K., & Marsh, H. W. (2016). A bifactor exploratory structural equation modeling framework for the identification of distinct sources of construct-relevant psychometric multidimensionality. Structural Equation Modeling, 23, 116–139.
Morin, A. J. S., Myers, N. D., & Lee, S. (2020). Modern factor analytic techniques: Bifactor models, exploratory structural equation modeling (ESEM) and bifactor-ESEM. In G. Tenenbaum, & Eklund, R.C. (Eds.), Handbook of sport psychology (4th ed.; pp. 1044-1073). Hoboken, New Jersey: Wiley.
Muris, P., Otgaar, H., & Petrocchi, N. (2016). Protection as the mirror image of psychopathology: Further critical notes on the Self-Compassion Scale. Mindfulness, 7(3), 787–790.
Murray, A. L., & Johnson, W. (2013). The limitations of model fit in comparing the bi-factor versus higher-order models of human cognitive ability structure. Intelligence, 41(5), 407–422.
Muthén, B., & Kaplan, D. (1985). A comparison of some methodologies for the factor analysis of non-normal Likert variables. British Journal of Mathematical and Statistical Psychology, 38(2), 171–189.
Muthén, L. K., & Muthén, B. O. (2019). Mplus User's Guide (version 8.3). Los Angeles: Muthén & Muthén.
Neff, K. D. (2003a). The development and validation of a scale to measure self-compassion. Self and Identity, 2, 223–250.
Neff, K. (2003b). Self-compassion: An alternative conceptualization of a healthy attitude toward oneself. Self and Identity, 2, 85–101.
Neff, K. D. (2016). The Self-Compassion Scale is a valid and theoretically coherent measure of self-compassion. Mindfulness, 7, 264–274.
Neff, K. D., & Dahm, K. A. (2014). Self-compassion: What it is, what it does, and how it relates to mindfulness. In M. D. Robinson, B. P. Meier & B. D. Ostafin (Eds.) Handbook of mindfulness and self-regulation (pp. 121-137). New York: Springer.
Neff, K. D., & Germer, C. K. (2013). A pilot study and randomized controlled trial of the Mindful Self-Compassion program. Journal of Clinical Psychology, 69(1), 28–44.
Neff, K. D., Rude, S. S., & Kirkpatrick, K. (2007). An examination of self-compassion in relation to positive psychological functioning and personality traits. Journal of Research in Personality, 41, 908–916.
Neff, K. D., Long, P., Knox, M. C., Davidson, O., Kuchar, A., Costigan, A., Williamson, Z., Rohleder, N., Tóth-Király, I., & Breines, J. (2018a). 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.
Neff, K. D., Tóth-Király, I., & Colosimo, K. (2018b). Self-compassion is best measured as a global construct and is overlapping with but distinct from neuroticism: A response to Pfattheicher, Geiger, Hartung, Weiss, and Schindler (2017). European Journal of Personality, 32(4), 371–392.
Neff, K. D., Tóth-Király, I., Yarnell, L., Arimitsu, K., Castilho, P., Ghorbani, N., Guo, H. X., Hirsch, J. K., Hupfeld, J., Hutz, C. S., Kotsou, I., Lee, W. K., Montero-Marin, J., Sirois, F. M., de Souza, L. K., Svendsen, J. L., Wilkinson, R. B., & Mantios, M. (2019). Examining the factor structure of the Self-Compassion Scale using exploratory SEM bifactor analysis in 20 diverse samples: Support for use of a total score and six subscale scores. Psychological Assessment, 31, 27–45.
Neff, K. D., Bluth, K., Tóth-Király, I., Davidson, O., Knox, M. C., Williamson, Z., & Costigan, A. (2020). Development and validation of the Self-Compassion Scale for Youth. Journal of Personality Assessment. Advance online publication. https://doi.org/10.1080/00223891.2020.1729774.
Nunnally, J. (1978). Psychometric methods. New York: McGraw-Hill.
Odou, N., & Brinker, J. (2014). Exploring the relationship between rumination, self-compassion, and mood. Self and Identity, 13(4), 449–459.
Pennebaker, J. W. (1997). Writing about emotional experiences as a therapeutic process. Psychological Science, 8(3), 162–166.
Perreira, T. A., Morin, A. J., Hebert, M., Gillet, N., Houle, S. A., & Berta, W. (2018). The short form of the Workplace Affective Commitment Multidimensional Questionnaire (WACMQ-S): A bifactor-ESEM approach among healthcare professionals. Journal of Vocational Behavior, 106, 62–83.
Phillips, W. J. (2019). Self-compassion mindsets: The components of the Self-Compassion Scale operate as a balanced system within individuals. Current Psychology. Advance online publication. https://doi.org/10.1007/s12144-019-00452-1.
Pommier, E., Neff, K. D., & Tóth-Király, I. (2020). The development and validation of the Compassion Scale. Assessment, 27(1), 21–39.
Reise, S. P. (2012). The rediscovery of bifactor measurement models. Multivariate Behavioral Research, 47(5), 667–696.
Reise, S. P., Bonifay, W. E., & Haviland, M. G. (2013). Scoring and modeling psychological measures in the presence of multidimensionality. Journal of Personality Assessment, 95(2), 129–140.
Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016). Applying bifactor statistical indices in the evaluation of psychological measures. Journal of Personality Assessment, 98(3), 223–237.
Smith, G. T., McCarthy, D. M., & Anderson, K. G. (2000). On the sins of short-form development. Psychological Assessment, 12(1), 102.
Tóth-Király, I. & Neff, K. D. (2020). Is self-compassion universal? Support for the measurement invariance of the Self-Compassion Scale across populations. Assessment. Advance online publication. https://doi.org/10.1177/1073191120926232.
Tóth-Király, I., Bőthe, B., & Orosz, G. (2017). Exploratory structural equation modeling analysis of the Self-Compassion Scale. Mindfulness, 8(4), 881–892.
Tóth-Király, I., Morin, A. J., Bőthe, B., Orosz, G., & Rigó, A. (2018). Investigating the multidimensionality of need fulfillment: A bifactor exploratory structural equation modeling representation. Structural Equation Modeling, 25(2), 267–286.
Truong, Q. C., Krägeloh, C. U., Siegert, R. J., Landon, J., & Medvedev, O. N. (2020). Applying generalizability theory to differentiate between trait and state in the Five Facet Mindfulness Questionnaire (FFMQ). Mindfulness, 11, 953-963.
Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: the PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070.
Zessin, U., Dickhäuser, O., & Garbade, S. (2015). The relationship between self-compassion and well-being: A meta-analysis. Applied Psychology. Health and Well-Being, 7, 340–364.
Funding
The second author was supported by a Horizon Postdoctoral Fellowship from Concordia University and by funding from the Social Sciences and Humanities Research Council of Canada (435-2018-0368).
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KN conceptualized and designed the studies and wrote the majority of the manuscript. ITK conducted and wrote up all statistical analyses. MK created the SCMI used in the study and assisted in writing the manuscript. AK and OD were primarily responsible for collecting study data and also assisted in study design.
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This research was approved by the University of Texas at Austin. Informed consent was obtained from all study participants. The procedures used in this study adhere to the tenets of the Declaration of Helsinki.
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Neff, K.D., Tóth-Király, I., Knox, M.C. et al. The Development and Validation of the State Self-Compassion Scale (Long- and Short Form). Mindfulness 12, 121–140 (2021). https://doi.org/10.1007/s12671-020-01505-4
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DOI: https://doi.org/10.1007/s12671-020-01505-4