, Volume 11, Issue 1, pp 75–85 | Cite as

Investigating Moderators of Compassion Meditation Training in a Community Sample

  • Philippe R. GoldinEmail author
  • Hooria Jazaieri


There is increasing interest in third-wave interventions that incorporate contemplative practices. Mindfulness and compassion meditation training programs have shown great promise. In the spirit of precision health, a refined understanding of participant features that identify who will and will not benefit from specific types of contemplative training is an important endeavor. Here, we examined three domains of baseline moderators (demographic, affect, and well-being variables) of the effect of compassion cultivation training (CCT) on improvements in three forms of fear of compassion (for self, for others, and being the recipient of compassion from others) and also on self-compassion. Results indicate that, at baseline, greater frequency of suppression of emotion expression and perceived stress, as well as lesser cognitive reappraisal self-efficacy and mindfulness skills, significantly moderated the effect of CCT (vs. a wait list control group) on reducing fear of compassion for self. We did not identify significant moderators of CCT effects on fear of compassion for others and being the recipient of compassion from others, or self-compassion. Pinpointing individual participant features that predict CCT-related increases in compassion will help optimize treatment matching and sequencing of treatment programs.


Moderators Prediction Compassion Meditation Training Self-compassion Mindfulness 


Author Contributions

PG co-designed the study, conducted the data analyses, and co-wrote the manuscript. HJ co-designed the study, executed the study, and co-wrote the manuscript. Both authors approved the final version of the manuscript for submission.


This research was supported by a Fetzer grant awarded to Philippe Goldin as well as funding provided from Stanford University’s Center for Compassion and Altruism Research and Education (CCARE).

Compliance with Ethical Standards

The research study was approved by the ethics committee at Stanford University, prior to participant recruitment.

Conflict of Interest

The authors declare that they have no conflict of interest.

Human and Animal Rights

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional research committee and with the 1964 Helsinki declaration and its later amendments.

Informed Consent

Informed consent was obtained from all individual participants prior to their inclusion in the study.


  1. Allen, A. B., Goldwasser, E. R., & Leary, M. R. (2012). Self-compassion and well-being among older adults. Self and Identity, 11, 428–453. Scholar
  2. Arch, J. J., Landy, L. N., & Brown, K. W. (2016). Predictors and moderators of biopsychological social stress responses following brief self-compassion meditation training. Psychoneuroendocrinology, 69, 35–40. 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. Scholar
  4. Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24, 385–396.CrossRefGoogle Scholar
  5. Cordon, S. L., Brown, K. W., & Gibson, P. R. (2009). The role of mindfulness-based stress reduction on perceived stress: preliminary evidence for the moderating role of attachment style. Journal of Cognitive Psychotherapy, 23, 258–269. Scholar
  6. Creswell, J. D., Pacilio, L. E., Lindsay, E. K., & Brown, K. W. (2014). Brief mindfulness meditation training alters psychological and neuroendocrine responses to social evaluative stress. Psychoneuroendocrinology, 44, 1–12. Scholar
  7. de Vibe, M., Solhaug, I., Tyssen, R., Friborg, O., Rosenvinge, J. H., Sørlie, T., et al. (2015). Does personality moderate the effects of mindfulness training for medical and psychology students? Mindfulness, 6, 281–289. Scholar
  8. Fredrickson, B. L., Cohn, M., Coffey, K. A., Pek, J., & Finkel, S. A. (2008). Open hearts build lives: positive emotions, induced through loving-kindness meditation, build consequential personal resources. Journal of Personality and Social Psychology, 95, 1045–1062. Scholar
  9. Gallegos, A. M., Hoerger, M., Talbot, N. L., Moynihan, J. A., & Duberstein, P. R. (2013). Emotional benefits of mindfulness-based stress reduction in older adults: the moderating roles of age and depressive symptom severity. Aging & Mental Health, 17, 823–829. Scholar
  10. Gawrysiak, M. J., Leong, S. H., Grassetti, S. N., Wai, M., Shorey, R. C., & Baime, M. J. (2016). Dimensions of distress tolerance and the moderating effects on mindfulness-based stress reduction. Anxiety, Stress, & Coping, 29, 552–560. Scholar
  11. Gilbert, P. (2009). Introducing compassion-focused therapy. Advances in Psychiatric Treatment, 15, 199–208. Scholar
  12. Gilbert, P. (2010). Compassion focused therapy: distinctive features. London: Routledge.CrossRefGoogle Scholar
  13. Gilbert, P., & Procter, S. (2006). Compassionate mind training for people with high shame and self-criticism: overview and pilot study of a group therapy approach. Clinical Psychology and Psychotherapy, 13, 353–379. Scholar
  14. Gilbert, P., McEwan, K., Matos, M., & Rivis, A. (2010). Fears of compassion: development of three self-report measures. Psychology and Psychotherapy: Theory, Research and Practice, 84, 239–255. Scholar
  15. Goldin, P. R., & Jazaieri, H. (2017). Scientific investigations of compassion cultivation training. In J. R. Doty & E. Seppälä (Eds.), Handbook on compassion science. New York: Oxford University Press.Google Scholar
  16. Goldin, P. R., Manber-Ball, T., Werner, K., Heimberg, R., & Gross, J. J. (2009). Neural mechanisms of cognitive reappraisal of negative self-beliefs in social anxiety disorder. Biological Psychiatry, 66, 1091–1099. Scholar
  17. Goldin, P. R., Ziv, M., Jazaieri, H., Werner, K., Kraemer, H., Heimberg, R. G., & Gross, J. J. (2012). Cognitive reappraisal self-efficacy mediates the effects of individual cognitive-behavioral therapy for social anxiety disorder. Journal of Consulting and Clinical Psychology, 80, 1034–1040. Scholar
  18. Gross, J. J., & John, O. P. (2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well being. Journal of Personality and Social Psychology, 85, 248–362. Scholar
  19. Gross, J. J., & Thompson, R. A. (2007). Emotion regulation: conceptual foundations. In J. J. Gross (Ed.), Handbook of emotion regulation (pp. 3–24). New York: Guilford Press.Google Scholar
  20. Hayes, A. F. (2012). My macros and code for SPSS and SAS. Retrieved from
  21. Homan, K. J., & Tylka, T. L. (2015). Self-compassion moderates body comparison and appearance self-worth’s inverse relationships with body appreciation. Body Image, 15, 1–7. Scholar
  22. Jazaieri, H., Jinpa, T. G., McGonigal, K. M., Rosenberg, E., Finkelstein, J., Simon-Thomas, E., Cullen, M., Doty, J. R., Gross, J. J., & Goldin, P. R. (2013). Enhancing compassion: a randomized controlled trial of a compassion cultivation training program. Journal of Happiness Studies, 14, 1113–1126. Scholar
  23. Jazaieri, H., McGonigal, K. M., Jinpa, T. G., Doty, J. R., Gross, J. J., & Goldin, P. R. (2014). A randomized controlled trial of compassion cultivation training: effects on mindfulness, affect, and emotion regulation. Motivation and Emotion, 38, 23–35. Scholar
  24. Jazaieri, H., Lee, I. A., McGonigal, K. M., Jinpa, T., Doty, J. R., Gross, J. J., & Goldin, P. R. (2016). A wandering mind is a less caring mind: a daily diary study during compassion cultivation training. Journal of Positive Psychology, 11, 37–50. Scholar
  25. Jazaieri, H., McGonigal, K. M., Lee, I. A., Jinpa, T., Doty, J. R., Gross, J. J., & Goldin, P. R. (in press). Altering the trajectory of affect and affect regulation: the impact of compassion training. Mindfulness. Scholar
  26. Jinpa, T. L., & Weiss, L. (2013). Compassion cultivation training (CCT). In T. Singer & M. Boltz (Eds.), Compassion: bridging practice and science. Leipzig: Max Planck Institute for Human Cognitive and Brain Sciences.Google Scholar
  27. Jinpa, T. (2016). A fearless heart: How the courage to be compassionate can transform our lives. Avery.Google Scholar
  28. 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, 33–47. Scholar
  29. Kabat-Zinn, J. (1990). Full catastrophe living: using the wisdom of your body and mind to face stress, pain, and illness. New York, NY: Dell Publishing.Google Scholar
  30. Kazdin, A. E. (2003). Research design in clinical psychology (4th ed.). Boston: Allyn and Bacon.Google Scholar
  31. Khoury, B., Sharma, M., Rush, S. E., & Fournier, C. (2015). Mindfulness-based stress reduction for healthy individuals: a meta-analysis. Journal of Psychosomatic Research, 78, 519–528. Scholar
  32. Kyeong, L. W. (2013). Self-compassion as a moderator of the relationship between academic burn-out and psychological health in Korean cyber university students. Personality and Individual Differences, 54, 899–902. Scholar
  33. Leary, M. R., Tate, E. B., Adams, C. E., Batts Allen, A., & 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. Scholar
  34. Marshall, S. L., Parker, P. D., Ciarrochi, J., Sahdra, B., Jackson, C. J., & Heaven, P. C. (2015). Self-compassion protects against the negative effects of low self-esteem: a longitudinal study in a large adolescent sample. Personality and Individual Differences, 74, 116–121. Scholar
  35. Neff, K. D. (2003). The development and validation of a scale to measure self-compassion. Self and Identity, 2, 223–250. Scholar
  36. Neff, K. D. (2011). Self-compassion, self-esteem, and well-being. Social and Personality Psychology Compass, 5, 1–12. Scholar
  37. 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, 28–44. Scholar
  38. Neff, K. D., & Vonk, R. (2009). Self-compassion versus global self-esteem: Two different ways of relating to oneself. Journal of Personality, 77, 23–50. Scholar
  39. Ozawa-de Silva, B. R., Dodson-Lavelle, B., Raison, C. L., Negi, L. T., Silva, B. R. O., & Phil, D. (2012). Compassion and ethics: scientific and practical approaches to the cultivation of compassion as a foundation for ethical subjectivity and well-being. Journal of Healthcare, Science and the Humanities, 2, 145–161.Google Scholar
  40. Pace, T. W., Negi, L. T., Adame, D. D., Cole, S. P., Sivilli, T. I., Brown, T. D., et al. (2009). Effect of compassion meditation on neuroendocrine, innate immune and behavioral responses to psychosocial stress. Psychoneuroendocrinology, 34, 87–98. Scholar
  41. Rojiani, R., Santoyo, J. F., Rahrig, H., Roth, H. D., & Britton, W. B. (2017). Women benefit more than men in response to college-based meditation training. Frontiers in Psychology, 8, 1–11. Scholar
  42. Rosenberg, M. (1965). Society and the adolescent self-image. Princeton, NJ: Princeton University Press.CrossRefGoogle Scholar
  43. Sass, S. M., Berenbaum, H., & Abrams, E. M. (2013). Discomfort with emotion moderates distress reduction in a brief mindfulness intervention. International Journal of Behavioral Consultation and Therapy, 7, 24–27. Scholar
  44. Schafer, J. L., & Graham, J. W. (2002). Missing data: our view of the state of the art. Psychological Methods, 7, 147–177. Scholar
  45. Shapiro, S. L., & Jazaieri, H. (2015). Mindfulness-based stress reduction for healthy stressed adults. In K. W. Brown, D. Creswell, & R. Ryan (Eds.), Handbook of mindfulness: theory and research (pp. 269–282). New York: Guilford Press.Google Scholar
  46. Shapiro, S. L., Brown, K. W., Toresen, C., & Plante, T. G. (2010). The role of mindfulness-based stress reduction on perceived stress: preliminary evidence for the moderating role of attachment style. Journal of Clinical Psychology, 67, 267–277. Scholar
  47. Terry, M. L., Leary, M. R., & Mehta, S. (2013). Self-compassion as a buffer against homesickness, depression, and dissatisfaction in the transition to college. Self and Identity, 12, 278–290. Scholar
  48. Weissman, S., & Weissman, R. (1996). Meditation, compassion and lovingkindness. An approach to vipassana practice. York Beach: Weiser.Google Scholar
  49. Zoogman, S., Goldberg, S. B., Hoyt, W. T., & Miller, L. (2015). Mindfulness interventions with youth: a meta-analysis. Mindfulness, 6, 290–302. Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2017

Authors and Affiliations

  1. 1.Betty Irene Moore School of NursingUniversity of California, DavisSacramentoUSA
  2. 2.Department of PsychologyUniversity of California, BerkeleyBerkeleyUSA

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