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What Is Measured by Self-report Measures of Mindfulness?: Conceptual and Measurement Issues

  • Sungjin ImEmail author
Chapter
Part of the Mindfulness in Behavioral Health book series (MIBH)

Abstract

Over the past decades, there has been growing research interest in mindfulness. This chapter aims to address the four issues with regard to the measurement of mindfulness. First, it will review various conceptualizations and facets of mindfulness that have been proposed in the literature. In particular, this review will introduce how mindfulness has been conceptualized in traditional Buddhist texts and will examine secular conceptualizations proposed by contemporary Western scholars. Second, the chapter will review eleven self-report instruments of mindfulness available in the literature and will present how the identified facets of mindfulness map onto these instruments. Previous research found that the correlations between mindfulness measures vary widely from weak to strong, indicating their lack of concurrent validity. Since no established referent of mindfulness exists yet, the review will focus on linking key mindfulness facets identified in theoretical sources with mindfulness components specified in the instruments. Third, the chapter will evaluate the psychometric properties and provide general guidelines for the use of these mindfulness measures. Finally, the chapter will address three important issues regarding the assessment of mindfulness: measurement utility of mindfulness questionnaires, types of mindfulness, and implications for future research.

Keywords

Measurement Mindfulness Assessment Behavioral health Psychological assessment 

References

  1. Baer, R. (2016). Assessment of mindfulness and closely related constructs: Introduction to the special issue. Psychological Assessment.Google Scholar
  2. Baer, R. A. (2003). Mindfulness training as a clinical intervention: A conceptual and empirical review. Clinical Psychology: Science and Practice, 10(2), 125–143.Google Scholar
  3. Baer, R. A., Samuel, D. B., & Lykins, E. L. (2010). Differential item functioning on the Five Facet Mindfulness Questionnaire is minimal in demographically matched meditators and nonmeditators. Assessment, 1073191110392498.Google Scholar
  4. 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.CrossRefPubMedGoogle Scholar
  5. 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(1), 27–45. doi: 10.1177/1073191105283504.CrossRefPubMedGoogle Scholar
  6. Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173.CrossRefPubMedGoogle Scholar
  7. Baum, C., Kuyken, W., Bohus, M., Heidenreich, T., Michalak, J., & Steil, R. (2010). The psychometric properties of the Kentucky Inventory of Mindfulness Skills in clinical populations. Assessment, 17(2), 220–229.CrossRefPubMedGoogle Scholar
  8. Belzer, F., Schmidt, S., Lucius-Hoene, G., Schneider, J. F., Orellana-Rios, C. L., & Sauer, S. (2013). Challenging the construct validity of mindfulness assessment—A cognitive interview study of the Freiburg mindfulness inventory. Mindfulness, 4(1), 33–44.CrossRefGoogle Scholar
  9. Bergomi, C., Tschacher, W., & Kupper, Z. (2013). Measuring mindfulness: First steps towards the development of a comprehensive mindfulness scale. Mindfulness, 4(1), 18–32.CrossRefGoogle Scholar
  10. Biegel, G. M., Brown, K. W., Shapiro, S. L., & Schubert, C. M. (2009). Mindfulness-based stress reduction for the treatment of adolescent psychiatric outpatients: A randomized clinical trial. Journal of Consulting and Clinical Psychology, 77(5), 855.CrossRefPubMedGoogle Scholar
  11. 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(3), 230–241.Google Scholar
  12. Bodhi, B. (1984). The noble eightfold path—The way to the end of suffering. The Wheel Publication.Google Scholar
  13. Bodhi, B. (2010). The noble eightfold path: The way to the end of suffering. Kandy: Buddhist Publication Society.Google Scholar
  14. Bodner, T. E., & Langer, E. J. (2001). Individual differences in mindfulness: The Mindfulness/Mindlessness Scale. Paper presented at the 13th annual American Psychological Society Conference, Toronto, Ontario, Canada.Google Scholar
  15. Brefczynski-Lewis, J. A., Lutz, A., Schaefer, H., Levinson, D., & Davidson, R. (2007). Neural correlates of attentional expertise in long-term meditation practitioners. Proceedings of the National Academy of Sciences, 104(27), 11483–11488.CrossRefGoogle Scholar
  16. 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.CrossRefPubMedGoogle Scholar
  17. 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(1), 11–34.Google Scholar
  18. Buddhadāsa, B., & Santikaro, B. (1988). Ānāpānasati: Mindfulness with Breathing; Unveiling the Secrets of Life; a Manual for Serious Beginners. Dhamma Study-Practice Group.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(2), 204–223.CrossRefPubMedGoogle Scholar
  20. Carlson, L. E., & Brown, K. W. (2005). Validation of the Mindful Attention Awareness Scale in a cancer population. Journal of Psychosomatic Research, 58(1), 29–33.CrossRefPubMedGoogle 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(4), 451–455.CrossRefPubMedGoogle Scholar
  22. Christopher, M. S., Christopher, V., & Charoensuk, S. (2009). Assessing “Western” mindfulness among Thai Theravāda Buddhist Monks. Mental Health, Religion and Culture, 12(3), 303–314.CrossRefGoogle Scholar
  23. Creswell, J. D., Irwin, M. R., Burklund, L. J., Lieberman, M. D., Arevalo, J. M., Ma, J., et al. (2012). Mindfulness-based stress reduction training reduces loneliness and pro-inflammatory gene expression in older adults: a small randomized controlled trial. Brain, Behavior, and Immunity, 26(7), 1095–1101.CrossRefPubMedPubMedCentralGoogle Scholar
  24. Curtiss, J., & Klemanski, D. H. (2014). Factor analysis of the five facet mindfulness questionnaire in a heterogeneous clinical sample. Journal of Psychopathology and Behavioral Assessment, 36(4), 683–694.CrossRefGoogle Scholar
  25. Davidson, R. J. (2010). Empirical explorations of mindfulness: Conceptual and methodological conundrums.Google Scholar
  26. 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 and Behavioral Assessment, 29(3), 177–190.CrossRefGoogle Scholar
  27. Feldman, G., Hayes, A. M., Kumar, S. M., Kamholz, B., Greeson, J. M., & Laurenceau, J. P. (2005). Assessing mindfulness in the context of emotion regulation: The revised cognitive and affective mindfulness scale (CAMS-R). Paper presented at the annual convention of the Association for Behavioral and Cognitive Therapies, Washington, DC.Google Scholar
  28. Glas, C. A., & Verhelst, N. D. (1995). Testing the Rasch models (pp. 69–95).Berlin: Springer.Google Scholar
  29. Grossman, P. (2008). On measuring mindfulness in psychosomatic and psychological research. Journal of Psychosomatic Research, 64(4), 405–408.CrossRefPubMedGoogle Scholar
  30. Grossman, P. (2011). Defining mindfulness by how poorly I think I pay attention during everyday awareness and other intractable problems for psychology’s (re) invention of mindfulness: Comment on Brown et al. (2011).Google Scholar
  31. Gunaratana, B. (2011). Mindfulness in plain English. New York: Simon and Schuster.Google Scholar
  32. Haigh, E. A., Moore, M. T., Kashdan, T. B., & Fresco, D. M. (2011). Examination of the factor structure and concurrent validity of the Langer Mindfulness/Mindlessness Scale. Assessment, 18(1), 11–26.CrossRefPubMedGoogle Scholar
  33. 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(3), 255–262.Google Scholar
  34. Hayes, S. C., Strosahl, K. D., & Wilson, K. G. (1999). Acceptance and commitment therapy. New York: Guilford Press.Google Scholar
  35. Kabat-Zinn, J. (1982). An outpatient program in behavioral medicine for chronic pain patients based on the practice of mindfulness meditation: Theoretical considerations and preliminary results. General Hospital Psychiatry, 4(1), 33–47.CrossRefPubMedGoogle Scholar
  36. Kabat-Zinn, J. (1994). Wherever you go, there you are: Mindfulness meditation in everyday life. New York, NY: Hyperion.Google Scholar
  37. Keng, S.-L., Smoski, M. J., & Robins, C. J. (2011). Effects of mindfulness on psychological health: A review of empirical studies. Clinical Psychology Review, 31(6), 1041–1056.CrossRefPubMedPubMedCentralGoogle Scholar
  38. Khoury, B., Lecomte, T., Fortin, G., Masse, M., Therien, P., Bouchard, V., et al. (2013). Mindfulness-based therapy: A comprehensive meta-analysis. Clinical Psychology Review, 33(6), 763–771.CrossRefPubMedGoogle Scholar
  39. Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: Guilford Publications.Google Scholar
  40. Kohls, N., Sauer, S., & Walach, H. (2009). Facets of mindfulness—Results of an online study investigating the Freiburg mindfulness inventory. Personality and Individual Differences, 46(2), 224–230.CrossRefGoogle Scholar
  41. Kopinak, J. K. (1999). The use of triangulation in a study of refugee well-being. Quality & Quantity, 33(2), 169–183.CrossRefGoogle Scholar
  42. Kruger, J., & Dunning, D. (1999). Unskilled and unaware of it: how difficulties in recognizing one’s own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77(6), 1121.CrossRefPubMedGoogle Scholar
  43. Langer, E. J. (1989). Mindfulness. Addison-Wesley/Addison Wesley Longman.Google Scholar
  44. Langer, E. J., & Moldoveanu, M. (2000). The construct of mindfulness. Journal of Social Issues, 56(1), 1–9.CrossRefGoogle Scholar
  45. Langner, R., & Eickhoff, S. B. (2013). Sustaining attention to simple tasks: A meta-analytic review of the neural mechanisms of vigilant attention. Psychological Bulletin, 139(4), 870.CrossRefPubMedGoogle Scholar
  46. Lau, M. A., 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(12), 1445–1467.CrossRefPubMedGoogle Scholar
  47. Linehan, M. (1993). Cognitive-behavioral treatment of borderline personality disorder. New York: Guilford press.Google Scholar
  48. MacKillop, J., & Anderson, E. J. (2007). Further psychometric validation of the mindful attention awareness scale (MAAS). Journal of Psychopathology and Behavioral Assessment, 29(4), 289–293.CrossRefGoogle Scholar
  49. Reavley, N., & Pallant, J. F. (2009). Development of a scale to assess the meditation experience. Personality and Individual Differences, 47(6), 547–552.CrossRefGoogle Scholar
  50. Regehr, C., Glancy, D., & Pitts, A. (2013). Interventions to reduce stress in university students: A review and meta-analysis. Journal of Affective Disorders, 148(1), 1–11.CrossRefPubMedGoogle Scholar
  51. Sauer, S., Walach, H., Schmidt, S., Hinterberger, T., Lynch, S., Büssing, A., et al. (2013). Assessment of mindfulness: Review on state of the art. Mindfulness, 4(1), 3–17.CrossRefGoogle Scholar
  52. Segal, Z. V., Williams, J., & Teasdale, J. D. (2002). Mindfulness-based cognitive therapy for depression: A new approach to relapse prevention: New York: Guilford Press.Google Scholar
  53. Skipper, T., O’Donovan, A., Conlon, E., & Clough, B. (2015). An examination of the factor structure of the Effects of Meditation scale. Personality and Individual Differences, 86, 57–62.CrossRefGoogle Scholar
  54. Solloway, S. G., & Fisher, W. P. (2007). Mindfulness practice: A Rasch variable construct innovation. Journal of Applied Measurement, 8(4), 359.PubMedGoogle Scholar
  55. Steves, J. (1992). Applied multivariate statistics for the social science. New Jersey: Hillsdale.Google Scholar
  56. Ströhle, G., Heidenreich, T., Michalak, J., & Nachtigall, C. (2006). Empirische Erfassung der Achtsamkeit (Unpublished master’s thesis). Universität Jena, Jena.Google Scholar
  57. Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). New Jersey: Pearson.Google Scholar
  58. Thera, N. (2014). The heart of Buddhist meditation: The Buddha’s way of mindfulness: Weiser Books.Google Scholar
  59. Van Dam, N. T., Earleywine, M., & Borders, A. (2010). Measuring mindfulness? An item response theory analysis of the Mindful Attention Awareness Scale. Personality and Individual Differences, 49(7), 805–810.CrossRefGoogle Scholar
  60. Van Dam, N. T., Earleywine, M., & Danoff-Burg, S. (2009). Differential item function across meditators and non-meditators on the Five Facet Mindfulness Questionnaire. Personality and Individual Differences, 47(5), 516–521.CrossRefGoogle Scholar
  61. 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.CrossRefGoogle Scholar
  62. Walshe, M. (1995). The long discourses of the Buddha: A translation of the Digha Nikaya (teachings of the Buddha). Boston, USA: Wisdom Publications.Google Scholar

Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  1. 1.University of NevadaRenoUSA

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