Abstract
The current study reports Rasch analysis conducted to enhance the psychometric properties of the Kentucky Inventory of Mindfulness Skills (KIMS), the widely used 39-item multidimensional measure of four mindfulness traits including the following: Observing, Describing, Act with Awareness, and Accept Non-judgmentally. While this instrument has generally robust psychometric properties, the ability of its subscales to precisely discriminate between trait levels and the functioning of individual items, have not been rigorously investigated. We subjected the responses of 287 participants to Rasch analysis and found that the Rasch model fits KIMS subscales after minor modifications that involved rescoring one item, removing misfitting items, and combining locally dependent items into subtests. Precision of the KIMS can be improved substantially by using the proposed 34-item version of the instrument together with the ordinal-to-interval conversion tables presented here, without any need to modify the original response format. These findings can be useful for clinicians applying mindfulness-based interventions and researchers investigating neurophysiological and psychological correlates of trait mindfulness.
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References
Andrich, D., Sheridan, B., & Luo, G. (2009). RUMM 2030. Perth: RUMM Laboratory.
Baer, R. (2003). Mindfulness training as a clinical intervention: a conceptual and empirical review. Clinical Psychology: Science and Practice, 10(2), 125–142.
Baer, R. A., Smith, G. T., & Allen, K. B. (2004). Assessment of mindfulness by self-report: the Kentucky Inventory of Mindfulness Skills. Assessment, 11(3), 191–206.
Baer, R., Smith, G., Hopkins, J., Krietemeyer, J., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13(1), 27–45.
Baum, C., Kuyken, W., Bohus, M., Heidenreich, T., Michalak, J., & Steil, R. (2010). The psychometric properties of the Kentucky Inventory of the Mindfulness Skills in clinical populations. Assessment, 17(2), 220–229.
Bennett, K, Dorjee, D (2015). The impact of a mindfulness-based stress reduction course (MBSR) on well-being and academic attainment of sixth-form students. Mindfulness. doi:10.1007/s12671-015-0430-7
Bishop, S. R., Lau, M., Shapiro, S., Carlson, L., Anderson, N. D., Carmody, J., & Devins, G. (2006). Mindfulness: a proposed operational definition. Clinical Psychology: Science and Practice, 11(3), 230–241.
Brogden, H. E. (1977). The Rasch model, the law of comparative judgment and additive conjoint measurement. Psychometrika, 42(4), 631–634.
Brown, K. W., & Kasser, T. (2005). Are psychological and ecological well-being compatible? The role of values, mindfulness, and lifestyle. Social Indicators Research, 74(2), 349–368.
Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84(4), 822–848.
Brown, K. W., Ryan, R. M., & Creswell, J. D. (2007). Mindfulness: theoretical foundations and evidence for its salutary effects. Psychological Inquiry, 18(4), 211–237.
Buchheld, N., Grossman, P., & Walach, H. (2001). Measuring mindfulness in insight meditation (vipassana) and meditation-based psychotherapy: the development of the Freiburg Mindfulness Inventory (PMI). Journal for Meditation and Meditation Research, 1, 11–34.
Chadwick, P., Hember, M., Symes, J., Peters, E., Kuipers, E., & Dagnan, D. (2008). Responding mindfully to unpleasant thoughts and images: reliability and validity of the Southampton Mindfulness Questionnaire (SMQ). The British Journal of Clinical Psychology, 47(4), 451–455.
Chambers, R., Gullone, E., & Allen, N. B. (2009). Mindfulness emotion regulation: an integrative review. Clinical Psychology Review, 29(6), 560–572.
Chiesa, A., & Serretti, A. (2010). A systematic review of neurobiological and clinical features of mindfulness meditations. Psychological Medicine, 40(8), 1239–1252.
Christopher, M. S., & Gilbert, B. D. (2010). Incremental validity of components of mindfulness in the prediction of satisfaction with life and depression. Current Psychology, 29(1), 10–23.
Dimidjian, S., & Linehan, M. M. (2003). Defining an agenda for future research on the clinical application of mindfulness practice. Clinical Psychology: Science and Practice, 10(2), 166–171.
Feldman, G., Hayes, A., Kumar, S., Greeson, J., & Laurenceau, J.-P. (2007). Mindfulness and emotion regulation: the development and initial validation of the Cognitive and Affective Mindfulness Scale-Revised (CAMS-R). Journal of Psychopathology & Behavioral Assessment, 29(3), 177–190.
Fisher, W. (1992). Reliability statistics. Rasch Measurement Transactions, 6(3), 238.
Frewen, P. A., Evans, E. M., Maraj, N., Dozois, D. J. A., & Partridge, K. (2008). Letting go: mindfulness and negative automatic thinking. Cognitive Therapy & Research, 32(6), 758–774.
Goh, HE, Marais, I, Ireland, MJ (2015). A Rasch model analysis of the Mindful Attention Awareness Scale. Assesment. doi:10.1177/1073191115607043
Hayes, S. C., Strosahl, K., & Wilson, K. G. (1999). Acceptance and commitment therapy: an experiential approach to behavior change. New York: Guilford Press.
Hayes, S. C., Follette, V. M., & Linehan, M. M. (Eds.). (2004). Mindfulness and acceptance: expanding cognitive-behavioral tradition. New York: The Guilford Press.
Hofmann, S. G., Sawyer, A. T., Witt, A. A., & Oh, D. (2010). The effect of mindfulness-based therapy on anxiety and depression: a meta-analytic review. Journal of Consulting and Clinical Psychology, 78(2), 169–183.
Inchausti, F., Prieto, G., & Delgado, A. R. (2014). Rasch analysis of the Spanish version of the Mindful Attention Awareness Scale (MAAS) in a clinical sample. Revista de Psiquiatría y Salud Mental, 7(1), 32–41.
Josefsson, T., Lindwall, M., & Broberg, A. G. (2014). The effects of a short-term mindfulness based intervention on self-reported mindfulness, decentering, executive attention, psychological health, and coping style: examining unique mindfulness effects and mediators. Mindfulness, 5(1), 18–35.
Kabat-Zinn, J. (1982). An outpatient program in behavioural medicine for chronic pain patients based on the practice of mindfulness meditation: theoretical considerations and preliminary results. General Hospital Psychiatry, 4(1), 33–47.
Kabat-Zinn, J. (1990). Full catastrophe living: using the wisdom of your body and mind to face stress, pain and illness. New York, USA: Delacorte.
Kabat-Zinn, J. (1994). Wherever you go, there you are: mindfulness meditation in everyday life. New York, USA: Hyperion.
Linacre, J. M. (1994). Sample size and item calibration stability. Rasch Measurement Transactions, 7, 328.
Linehan, M. M. (1993a). Cognitive-behavioural treatment of borderline personality disorder. New York, USA: Guilford Press.
Linehan, M. M. (1993b). Skills training manual for treating borderline personality disorder. New York, USA: Guilford Press.
Lyvers, M., Makin, C., Toms, E., Thorberg, F. A., & Samios, C. (2014). Trait mindfulness in relation to emotional self-regulation and executive function. Mindfulness, 5(6), 619–625.
Marais, I., & Andrich, D. (2008). Effects of varying magnitude and patterns of response dependence in the unidimensional Rasch model. Journal of Applied Measurement, 9(2), 105–124.
Medvedev, ON, Siegert, RJ, Feng, XJ, Billington, DR, Jang, JY, Krägeloh, CU (2015). Measuring trait mindfulness: how to improve the precision of the Mindful Attention Awareness Scale using a Rasch model. Mindfulness. doi:10.1007/s12671-015-0454-z
Olendzki, A. (Ed.). (2005). The roots of mindfulness. New York, USA: Guilford.
Park, T., Reilly-Spong, M., & Gross, C. R. (2013). Mindfulness: a systematic review of instruments to measure an emergent patient-reported outcome (PRO). Quality of Life Research, 22(10), 2639–2659.
Pearson, M. R., Brown, D. B., Bravo, A. J., & Witkiewitz, K. (2015). Staying in the moment and finding purpose: the associations of trait mindfulness, decentering, and purpose in life with depressive symptoms, anxiety symptoms, and alcohol-related problems. Mindfulness, 6(3), 645–653.
Rasch, G. (1960). Probabilistic models for some intelligence and attainment test. Copenhagen: Danish Institute for Educational Research.
Rasch, G. (1961). On general laws and the meaning of measurement in psychology. In Symposium conducted at the meeting of the Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability. Berkeley, California: University of California Press.
Sauer, S., Ziegler, M., Danay, E., Ives, J., & Kohls, N. (2013). Specific objectivity of mindfulness—a Rasch analysis of the Freiburg Mindfulness Inventory. Mindfulness, 4(1), 45–54.
Segal, Z. V., Williams, J. M. G., & Teasdale, J. D. (2002). Mindfulness based cognitive therapy for depression. New York, USA: Guilford Press.
Segal, Z. V., Williams, J. M. G., & Teasdale, J. D. (2013). Mindfulness-based cognitive therapy for depression (2nd ed.). New York: Guilford Press.
Siegert, R. J., Tennant, A., & Turner-Stokes, L. (2010). Rasch analysis of the Beck Depression Inventory-II in a neurological rehabilitation sample. Disability and Rehabilitation, 32(1), 8–17.
Smith, E. V. (2002). Detecting and evaluation the impact of multidimensionality using item fit statistics and principal component analysis of residuals. Journal of Applied Measurement, 3, 205–231.
Statistics New Zealand. (2013). Census ethnic group profiles. Wellington: New Zealand Government.
Tennant, A., & Conaghan, P. G. (2007). The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis & Rheumatism, 57(8), 1358–1362.
Visted, E., Vøllestad, J., Nielsen, M. B., & Nielsen, G. H. (2015). The impact of group-based mindfulness training on self-reported mindfulness: a systematic review and meta-analysis. Mindfulness, 6(3), 501–522.
Wainer, H., & Kiely, G. (1987). Item clusters and computerized adaptive testing: a case for testlets. Journal of Educational Measurement, 24(3), 185–201.
Walach, H., Buchheld, N., Buttenmüller, V., Kleinknecht, N., & Schmidt, S. (2006). Measuring mindfulness—the Freiburg Mindfulness Inventory (FMI). Personality and Individual Differences, 40(8), 1543–1555.
Wilson, M. (2005). Constructing measures. Mahwah, NJ: LEA.
Wright, B. D., & Stone, M. H. (1979). Best test design. Chicago, USA: MESA Press.
Zoogman, S., Goldberg, S. B., Hoyt, W. T., & Miller, L. (2015). Mindfulness interventions with youth: a meta-analysis. Mindfulness, 6(2), 290–302.
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This study is a part of a doctoral work of the first author funded by the Vice-Chancellor’s Scholarship of the Auckland University of Technology.
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We declare that we have no conflicts of interest in connection with this paper. The study was conducted in compliance with the guidelines of the authors’ university ethics committee.
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Medvedev, O.N., Siegert, R.J., Kersten, P. et al. Rasch Analysis of the Kentucky Inventory of Mindfulness Skills. Mindfulness 7, 466–478 (2016). https://doi.org/10.1007/s12671-015-0475-7
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DOI: https://doi.org/10.1007/s12671-015-0475-7