Mindfulness

, Volume 4, Issue 1, pp 18–32 | Cite as

Measuring Mindfulness: First Steps Towards the Development of a Comprehensive Mindfulness Scale

Original Paper

Abstract

The present study describes the development of and results obtained from the first version of a new mindfulness scale: the Comprehensive Inventory of Mindfulness Experiences beta (CHIME-β). The aim of the present analysis was to investigate two relevant open questions in mindfulness assessment: (1) the coverage of aspects of mindfulness and (2) the type of interrelationships among these aspects. A review of the aspects of mindfulness assessed by eight currently available mindfulness questionnaires led to the identification of nine aspects of mindfulness. The CHIME-β was constructed in order to cover each of these aspects in a balanced way. Initially, principal component and confirmatory factor analyses, as well as reliability and validity analyses, were performed in the entire sample (n = 313) of individuals from the general population and mindfulness-based stress reduction (MBSR) groups. The factor structure that emerged from this analysis was further investigated in meditation-trained individuals (n = 144) who had just completed an MBSR intervention. Results suggested a four-factor structure underlying the nine aspects proposed. The relationship between these mindfulness factors appears to be influenced by the degree of meditation experience. In fact, the mindfulness factors showed a greater interconnectedness among mediation-trained participants. Finally, data suggest that a non-avoidant stance plays a central role in mindfulness, while the capacity to put inner experiences into words may be related to mindfulness rather than a component of the construct.

Keywords

Mindfulness Questionnaire Self-report Assessment 

References

  1. Acock, A. C. (2005). Working with missing values. Journal of Marriage and Family, 67, 1012–1028.CrossRefGoogle Scholar
  2. Baer, R. (Ed.). (2010). Assessing mindfulness and acceptance processes in clients: Illuminating the theory and practice of change. Oakland: Context Press/New Harbinger.Google Scholar
  3. Baer, R. A., Smith, G. T., & Allen, K. B. (2004). Assessment of mindfulness by self-report: the Kentucky inventory of mindfulness skills. Assessment, 11, 191–206.PubMedCrossRefGoogle Scholar
  4. Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13, 27–45.PubMedCrossRefGoogle Scholar
  5. Bandalos, D. L., & Finney, S. J. (2001). Item parceling issues in structural equation modeling (pp. 269–296). In G. A. Marcoulides, & R. E. Schumacker (Eds.), New developments and techniques in structural equation modeling (pp. 269–296). Hillsdale, NJ: Erlbaum.Google Scholar
  6. Bergomi, C. (2007). Achtsamkeit, buddhistische Meditation und psychische Gesundheit (Unpublished master’s thesis). Psychology Department, University of Bern, Switzerland. Retrieved from http://www.upd.unibe.ch/research/papers/Liz_Bergomi.pdf.
  7. Berking, M., & Znoj, H. (2008). Entwicklung und Validierung eines Fragebogens zur standardisierten Selbsteinschätzung emotionaler Kompetenzen (SEK-27). Zeitschrift für Psychiatrie, Psychologie und Psychotherapie, 56, 141–152.CrossRefGoogle Scholar
  8. Berking, M., Wupperman, P., Reichardt, A., Pejic, T., Dippel, A., & Znoj, H. (2008). General emotion-regulation skills as a treatment target in psychotherapy. Behavior Research and Therapy, 46, 1230–1237.CrossRefGoogle Scholar
  9. Bishop, S. R., Lau, M., Shapiro, S., Carlson, L., Anderson, N. D., Carmody, J., et al. (2004). Mindfulness: a proposed operational definition. Clinical Psychology: Science and Practice, 11, 230–241.CrossRefGoogle Scholar
  10. Brown, T. A. (2006). Confirmatory factor analysis for applied research. New York: Guilford.Google Scholar
  11. 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, 822–848.PubMedCrossRefGoogle Scholar
  12. Brown, K. W., & Ryan, R. M. (2004). Perils and promises in defining and measuring mindfulness: observations from experience. Journal of Clinical Psychology, Science & Practice, 11, 242–248.CrossRefGoogle Scholar
  13. Brown, K. W., Ryan, R. M., & Creswell, J. D. (2007). Mindfulness: theoretical foundations and evidence for its salutary effects. Psychological Inquiry, 18, 211–237.CrossRefGoogle Scholar
  14. Brown, K. W., West, A. M., Loverich, T. M., & Biegel, G. M. (2011). Assessing adolescent mindfulness: Validation of an adapted mindful attention awareness scale in adolescent normative and psychiatric populations. Psychological Assessment, in press: Epub ahead of print retrieved May 10, 2011, doi: 10.1037/a0021338.
  15. Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park: Sage.Google Scholar
  16. Buchheld, N., Grossman, P., & Walach, H. (2001). Measuring mindfulness in insight meditation (Vipassana) and meditation-based psychotherapy: the development of the Freiburg Mindfulness Inventory (FMI). Journal for Meditation and Meditation Research, 1, 11–34.Google Scholar
  17. Burg, J., & Michalak, J. (2010). Assessing mindfulness: Is there an alternative to questionnaires? Talk given at the XL European Association for Behavioural and Cognitive Therapies Congress, Milan, Italy.Google Scholar
  18. Cardaciotto, L. (2005). Assessing mindfulness: The development of a bi-dimensional measure of awareness and acceptance. Unpublished doctoral dissertation, Drexel University, Philadelphia.Google Scholar
  19. Cardaciotto, L., Herbert, J. D., Forman, E. M., Moitra, E., & Farrow, V. (2008). The assessment of present-moment awareness and acceptance: the Philadelphia mindfulness scale. Assessment, 15, 204–223.PubMedCrossRefGoogle Scholar
  20. Cattell, R. B. (1974). Radial item parcel factoring vs. item factoring in defining personality structure in questionnaires: theory and experimental checks. Australian Journal of Psychology, 26, 103–119.CrossRefGoogle Scholar
  21. 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). British Journal of Clinical Psychology, 47, 451–455.PubMedCrossRefGoogle Scholar
  22. Christopher, M. S., Charoensuk, S., Gilbert, B. D., Neary, T. J., & Pearce, K. L. (2009). Mindfulness in Thailand and the United States: a case of apples versus oranges? Journal of Clinical Psychology, 65, 590–612.PubMedCrossRefGoogle Scholar
  23. Coffey, K. A., & Hartman, M. (2008). Mechanisms of action in the inverse relationship between mindfulness and psychological distress. Complementary Health Practice Review, 13, 79–91.Google Scholar
  24. Collins, S. E., Chwala, N., Hsu, S. H., Grow, J., Otto, J. M., & Marlatt, G. A. (2009). Language-based measures of mindfulness: initial validity and clinical utility. Psychology of Addictive Behaviors, 23, 743–749.PubMedCrossRefGoogle Scholar
  25. Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis, Practical Assessment, Research & Evaluation: A Pear-reviewed Electronic Journal, 10, 1–9. Retrieved from http://pareonline.net/pdf/v10n7.pdf.
  26. Cudeck, R., & Browne, M. W. (1983). Cross-validation of covariance structures. Multivariate Behavioral Research, 18, 147–167.CrossRefGoogle Scholar
  27. 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, 166–171.CrossRefGoogle Scholar
  28. Dobkin, P. L. (2008). Mindfulness-based stress reduction: what processes are at work? Complementary Therapies in Clinical Practice, 14, 8–16.PubMedCrossRefGoogle Scholar
  29. Everitt, B. S. (2002). The Cambridge Dictionary of Statistics, 2nd Edition, CUP.Google Scholar
  30. Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272–299.CrossRefGoogle Scholar
  31. Feldman, G. C., Hayes, A. M., Kumar, S. M., Greeson, J. G., & 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 and Behavioral Assessment, 29, 177–190.CrossRefGoogle Scholar
  32. Franke, G. H. (2000). Brief symptom inventory (BSI). Göttingen: Beltz.Google Scholar
  33. Frewen, P. A., Evans, El M., Maraj, N., Dozois, D. J. A., & Partridge, K. (2008). Letting go: mindfulness and negative automatic thinking. Cognitive Therapy and Research, 32, 758–774.CrossRefGoogle Scholar
  34. Gosling, S. D., Vazire, S., Srivastava, S., & John, O. P. (2004). Should we trust web-based studies? A comparative analysis of six preconceptions about Internet questionnaires. American Psychologist, 59, 93–104.PubMedCrossRefGoogle Scholar
  35. Graham, J. W. (2009). Missing data analysis: making it work in the real world. Annual Review of Psychology, 60, 549–576.PubMedCrossRefGoogle Scholar
  36. Greco, L. A., Baer, R. A., & Smith, G. T. (2011). Assessing mindfulness in children and adolescents: Development and validation of the child and adolescent mindfulness measure (CAMM). Psychological Assessment, in press: Epub ahead of print retrieved May 10, 2011, doi: 10.1037/a0022819.
  37. Grossman, P., Niemann, L., Schmidt, S., & Walach, H. (2004). Mindfulness-based stress reduction and health benefits: a meta-analysis. Journal of Psychosomatic Research, 57, 35–43.PubMedCrossRefGoogle Scholar
  38. Gunaratana, B. H. (2002). Mindfulness in plain English. Somerville: Wisdom.Google Scholar
  39. Hayes, A. M., & Feldman, G. (2004). Clarifying the construct of mindfulness in the context of emotion regulation and the process of change in therapy. Clinical Psychology: Science and Practice, 11, 255–262.CrossRefGoogle Scholar
  40. Hayes, S. C., & Wilson, K. G. (2003). Mindfulness: method and process. Clinical Psychology: Science and Practice, 10, 161–165.CrossRefGoogle Scholar
  41. Hayes, S. C., Wilson, K. G., Gifford, E. V., Follette, V. M., & Strosahl, K. D. (1996). Experiential avoidance and behavioral disorders: a functional dimensional approach to diagnosis and treatment. Journal of Consulting and Clinical Psychology, 64, 1152–1168.PubMedCrossRefGoogle Scholar
  42. Heidenreich, T., Zarbock, G., Ströhle, G., & Michalak, J. (September, 2011). The German version of the five-facet mindfulness questionnnaire (FFMQ): Psychometric properties and relationship with the Schema Mode Inventory. Talk given at the 41st European Association for Behavioural and Cognitive Therapies Congress, Reykjavík, Iceland.Google Scholar
  43. 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, 169–183.PubMedCrossRefGoogle Scholar
  44. Hough, L. M., & Schneider, R. J. (1995). Personality traits, taxonomies, and applications in organizations. In K. R. Murphy (Ed.), Individuals and behavior in organizations (pp. 31–88). San Francisco: Jossey-Bass.Google Scholar
  45. John, O. P., & Benet-Martinez, V. (2000). Measurement: reliability, construct validation, and scale construction. In H. T. Reis &C. M. Judd (Eds.), Handbook of research methods in social and personality psychology (pp. 339–369). New York: Cambridge.Google Scholar
  46. Jolliffe, I. T. (2002). Principal component analysis, Springer series in statistics (2nd ed.). New York: Springer.Google Scholar
  47. Jöreskog, K. G. (1999). How large can a standardized coefficient be? Lincolnwood, IL: Scientific Software International. Available at www.ssicentral.com.
  48. Kabat-Zinn, J. (1990). Full catastrophe living: using the wisdom of your body and mind to face stress, pain, and illness. New York: Dell.Google Scholar
  49. Kabat-Zinn, J. (1994). Wherever you go, there you are: mindfulness meditation in everyday life. New York: Hyperion.Google Scholar
  50. Kline, R. B. (2005). Principles and practice of structural equation modeling. New York: Guilford.Google Scholar
  51. Lau, M., Bishop, S. R., Segal, Z. V., Buis, T., Anderson, N. D., Carlson, L., et al. (2006). The Toronto mindfulness scale: development and validation. Journal of Clinical Psychology, 62, 1445–1467.PubMedCrossRefGoogle Scholar
  52. Leary, M. R., & Tate, E. B. (2007). The multi-faceted nature of mindfulness. Psychological Inquiry, 18(4), 251–255. doi:10.1080/10478400701598355.CrossRefGoogle Scholar
  53. Leigh, J., Bowen, S., & Marlatt, G. A. (2005). Spirituality, mindfulness and substance abuse. Addict Behavior, 30, 1335–1341.CrossRefGoogle Scholar
  54. Linehan, M. M. (1993). Cognitive behavioral therapy of borderline personality disorder. New York: Guilford.Google Scholar
  55. MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4, 84–99.CrossRefGoogle Scholar
  56. Malinowski, P. (2008). Mindfulness as psychological dimension: concepts and applications. Irish Journal of Psychology, 29, 153–164.CrossRefGoogle Scholar
  57. 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 danger in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11, 320–341.CrossRefGoogle Scholar
  58. Marsh, H. W., Hau, K. T., & Grayson, D. (2005). Goodness of fit evaluation in structural equation modeling. In Maydeu-Olivares, A. & McArdle, J. (Eds.), Contemporary Psychometrics: A festschrift to Roderick P. McDonald (pp. 275–340). Mahwah, NJ: Lawrence Erlbaum Associates, Inc.Google Scholar
  59. O’Connor, B. P. (2000). SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test. Behavior Research Methods, Instruments, & Computers, 32, 396–402.CrossRefGoogle Scholar
  60. Park, H. S., Dailey, R., & Lemus, D. (2002). The use of exploratory factor analysis and principal components analysis in communication research. Human Communication Research, 28, 562–577.CrossRefGoogle Scholar
  61. Ryff, C. D., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69, 719–727.PubMedCrossRefGoogle Scholar
  62. Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8, 23–76.Google Scholar
  63. Segal, Z. V., Williams, J. M. G., & Teasdale, J. D. (2002). Mindfulness-based cognitive therapy for depression: a new approach to preventing relapse. New York: Guilford.Google Scholar
  64. Shapiro, S. L., Carlson, L., Astin, J., & Freedman, B. (2006). Mechanisms of mindfulness. Journal of Clinical Psychology, 72, 373–36.Google Scholar
  65. Shigaki, C. L., Glass, B., & Schopp, L. H. (2006). Mindfulness-based stress reduction in medical settings. Journal of Clinical Psychology in Medical Settings, 13, 209–216.CrossRefGoogle Scholar
  66. Smith, G. T., & McCarthy, D. M. (1995). Methodological considerations in the refinement of clinical assessment instruments. Psychological Assessment, 7, 300–308.CrossRefGoogle Scholar
  67. Smith, G. T., Fischer, S., & Fister, S. M. (2003). Incremental validity principles in test construction. Psychological Assessment, 15, 467–477.PubMedCrossRefGoogle Scholar
  68. Teasdale, J. D. (1999). Metacognition, mindfulness and modification of mood disorders. Clinical Psychology & Psychotherapy, 5, 146–155.CrossRefGoogle Scholar
  69. Teasdale, J. D., Segal, Z. V., & Williams, J. M. G. (1995). How does cognitive therapy prevent relapse and why should attentional control (mindfulness) training help? Behaviour Research and Therapy, 33, 25–39.PubMedCrossRefGoogle Scholar
  70. Thompson, B. L., & Waltz, J. (2007). Everyday mindfulness and mindfulness meditation: overlapping constructs or not? Personality and Individual Differences, 43, 1875–1885.CrossRefGoogle Scholar
  71. Tomarken, A. J., & Waller, N. G. (2005). Structural equation modeling: strengths, limitations, and misconceptions. Annual Review of Clinical Psychology, 1, 31–65.PubMedCrossRefGoogle Scholar
  72. Walach, H., Buchheld, N., Buttenmüller, V., Kleinknecht, N., & Schmidt, S. (2006). Measuring mindfulness—the Freiburg Mindfulness Inventory (FMI). Personality and Individual Differences, 40, 1543–1555.CrossRefGoogle Scholar
  73. West, S. G., Finch, J. F., & Curran, P. J. (1995). Structural equation models with nonnormal variables. In R. H. Hoyle (Ed.), Structural equation modeling: concepts, issues, and applications (pp. 57–75). Thousand Oaks: Sage.Google Scholar
  74. Zwick, W. R., & Velicer, W. F. (1986). Factors influencing five rules for determining the number of components to retain. Psychological Bulletin, 99, 432–442.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2012

Authors and Affiliations

  • Claudia Bergomi
    • 1
  • Wolfgang Tschacher
    • 1
  • Zeno Kupper
    • 1
  1. 1.University Hospital of Psychiatry, Department of PsychotherapyUniversity of BernBernSwitzerland

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