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The Development of the Difficulties During Meditation Involving Immeasurable Attitudes Scale

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Abstract

The Four Immeasurables Meditations (FIM) are a group of meditations rooted in Buddhism that cultivate pro-social attitudes. Previous studies have reported common difficulties during the practice of the FIM, yet there is no specific measure for those difficulties. The current study intended to develop the Difficulties during Meditation involving Immeasurable Attitudes Scale (DMIAS) to measure two aspects of common difficulties during the FIM practice: lack of concentration (LOC) and lack of pro-social attitudes (LOP). A total of 506 meditation novices were used in four studies. In study 1, exploratory factor analysis (EFA) with the data from a one-time practice of loving-kindness meditation was used to produce the 12-item DMIAS with two independent factors that were positively correlated (LOC and LOP). Studies 2, 3, and 4 validated the DMIAS in one-time practices of loving-kindness meditation, appreciative joy meditation, and compassion meditation, respectively. Across studies 2 to 4, confirmatory factor analyses supported the two-factor structure of the DMIAS, and both LOP and LOC had negative correlations with the other-focused positive emotions generated by the meditations. Although manipulations of the target to be blessed (study 3) and the length of practice (study 4) only had small impacts on the effects of meditation, the pattern of correlations between emotional outcomes and certain factors of the DMIAS was significantly different between the manipulated conditions. In summary, the DMIAS is a useful tool in understanding the difficulties during the FIM practice, and the current study also illustrated how technical details of the FIM influences the effects of the FIM practice.

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References

  • Barnhofer, T., Chittka, T., Nightingale, H., Visser, C., & Crane, C. (2010). State effects of two forms of meditation on prefrontal EEG asymmetry in previously depressed individuals. Mindfulness, 1(1), 21–27.

    Article  Google Scholar 

  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246.

    Article  Google Scholar 

  • Boellinghaus, I., Jones, F. W., & Hutton, J. (2013). Cultivating self-care and compassion in psychological therapists in training: the experience of practicing loving-kindness meditation. Training and Education in Professional Psychology, 7(4), 267–277.

    Article  Google Scholar 

  • Bryant, F. B., & Yarnold, P. R. (1995). Principal components analysis and exploratory and confirmatory factor analysis. In L. G. Grimm & R. R. Yarnold (Eds.), Reading and understanding multivariale statistics (pp. 99–136). Washington, DC: American Psychological Association.

    Google Scholar 

  • Crane, C., Jandric, D., Barnhofer, T., & Williams, J. M. G. (2010). Dispositional mindfulness, meditation, and conditional goal setting. Mindfulness, 1(4), 204–214.

    Article  Google Scholar 

  • Comrey, A. L., & Lee, H. B. (1992). A first course in factor analysis (2nd ed.). Hillsdale: Lawrence Erlbaum Associates.

    Google Scholar 

  • Eid, M., Gollwitzer, M., & Schmitt, M. (2011). Statistik und Forschungsmethoden Lehrbuch. Beltz: Weinheim.

    Google Scholar 

  • Fredrickson, B. L., Tugade, M. M., Waugh, C. E., & Larkin, G. R. (2003). What good are positive emotions in crisis? A prospective study of resilience and emotions following the terrorist attacks on the United States on September 11th, 2001. Journal of Personality and Social Psychology, 84(2), 365-376

  • Frewen, P., Hargraves, H., DePierro, J., D’Andrea, W., & Flodrowski, L. (2016). Meditation Breath Attention Scores (MBAS): development and investigation of an internet-based assessment of focused attention during meditation practice. Psychological Assessment, 28(7), 830–840.

    Article  Google Scholar 

  • Galante, J., Bekkers, M. J., Mitchell, C., & Gallacher, J. (2016). Loving-kindness meditation effects on well-being and altruism: a mixed-methods online RCT. Applied Psychology: Health and Well-Being, 8(3), 322–350.

    PubMed  Google Scholar 

  • Galante, J., Galante, I., Bekkers, M. J., & Gallacher, J. (2014). Effect of kindness-based meditation on health and well-being: a systematic review and meta-analysis. Journal of Consulting and Clinical Psychology, 82(6), 1101–1114.

    Article  Google Scholar 

  • Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55.

    Article  Google Scholar 

  • Hutcherson, C. A., Seppala, E. M., & Gross, J. J. (2015). The neural correlates of social connection. Cognitive, Affective, & Behavioral Neuroscience, 15(1), 1–14.

    Article  Google Scholar 

  • Johnson, D. P., Penn, D. L., Fredrickson, B. L., Kring, A. M., Meyer, P. S., Catalino, L. I., et al. (2011). A pilot study of loving-kindness meditation for the negative symptoms of schizophrenia. Schizophrenia Research, 129(2), 137–140.

    Article  Google Scholar 

  • Kearney, D. J., McManus, C., Malte, C. A., Martinez, M. E., Felleman, B., & Simpson, T. L. (2014). Loving-kindness meditation and the broaden-and-build theory of positive emotions among veterans with posttraumatic stress disorder. Medical Care, 52, S32–S38.

    Article  Google Scholar 

  • Lee, T. M., Leung, M. K., Hou, W. K., Tang, J. C., Yin, J., So, K. F., et al. (2012). Distinct neural activity associated with focused-attention meditation and loving-kindness meditation. PLoS One, 7(8), e40054.

    Article  Google Scholar 

  • Lee, Y. C., Lin, Y. C., Huang, C. L., & Fredrickson, B. L. (2013). The construct and measurement of peace of mind. Journal of Happiness Studies, 14(2), 571–590.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: exploring the question, weighing the merits. Structural Equation Modeling, 9(2), 151–173.

    Article  Google Scholar 

  • Lumma, A. L., Kok, B. E., & Singer, T. (2015). Is meditation always relaxing? Investigating heart rate, heart rate variability, experienced effort and likeability during training of three types of meditation. International Journal of Psychophysiology, 97(1), 38–45.

    Article  Google Scholar 

  • Parks, S., Birtel, M. D., & Crisp, R. J. (2014). Evidence that a brief meditation exercise can reduce prejudice toward homeless people. Social Psychology, 24, 458–465.

    Article  Google Scholar 

  • Royzman, E. B., & Rozin, P. (2006). Limits of symhedonia: the differential role of prior emotional attachment in sympathy and sympathetic joy. Emotion, 6(1), 82–93.

    Article  Google Scholar 

  • Russ, S. L., Maruyama, G., Sease, T. B., & Jellema, S. (2017). Do early experiences matter? Development of an early meditation hindrances scale linked to novice meditators’ intention to persist. Psychology of Consciousness: Theory, Research, and Practice, 4(3), 274–287.

    Google Scholar 

  • Sears, S. R., Kraus, S., Carlough, K., & Treat, E. (2011). Perceived benefits and doubts of participants in a weekly meditation study. Mindfulness, 2(3), 167-174.

  • Singh, N. N., Lancioni, G. E., Medvedev, O. N., Myers, R. E., Chan, J., McPherson, C. L., Jackman, M. M., & Kim, E. (2018). Comparative effectiveness of caregiver training in mindfulness-based positive behavior support (MBPBS) and positive behavior support (PBS) in a randomized controlled trial. Mindfulness. https://doi.org/10.1007/s12671-018-0895-2.

  • Shonin, E., Van Gordon, W., Compare, A., Zangeneh, M., & Griffiths, M. D. (2014). Buddhist-derived loving-kindness and compassion meditation for the treatment of psychopathology: a systematic review. Mindfulness, 6(5), 1161–1180.

    Article  Google Scholar 

  • Sujiva, V. (2007). Loving-kindness meditation. Available from http://enlight.lib.ntu.edu.tw/FULLTEXT/JR-MAG/mag140106.pdf.

    Google Scholar 

  • Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach’s alpha. International Journal of Medical Education, 2, 53–55.

    Article  Google Scholar 

  • Yong, A. G., & Pearce, S. (2013). A beginner’s guide to factor analysis: focusing on exploratory factor analysis. Tutorials in Quantitative Methods for Psychology, 9(2), 79–94.

    Article  Google Scholar 

  • Zeng, X., Chan, V. Y., Liu, X., Oei, T. P., & Leung, F. Y. (2017a). The Four Immeasurables Meditations: differential effects of appreciative joy and compassion meditations on emotions. Mindfulness, 8(4), 949–959.

    Article  Google Scholar 

  • Zeng, X., Chan, V. Y., Oei, T. P., Leung, F. Y., & Liu, X. (2017b). Appreciative joy in Buddhism and positive empathy in psychology: how do they differ? Mindfulness, 8(5), 1184–1194.

    Article  Google Scholar 

  • Zeng, X., Chio, F. H., Oei, T. P., Leung, F. Y., & Liu, X. (2017c). A systematic review of associations between amount of meditation practice and outcomes in interventions using the Four Immeasurables Meditations. Frontiers in Psychology, 8, 141. https://doi.org/10.3389/fpsyg.2017.00141.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zeng, X., Chiu, C., Wang, R., Oei, T., & Leung, F. (2015). The effect of loving-kindness meditation on positive emotions: a meta-analytic review. Frontiers in Psychology, 6, 1693. https://doi.org/10.3389/fpsyg.2015.01693.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zeng, X., Liao, R., Zhang, R., Oei, T. P., Yao, Z., Leung, F. Y., & Liu, X. (2017d). Development of the appreciative joy scale. Mindfulness, 8(2), 286–299.

    Article  Google Scholar 

  • Zeng, X., Wang, R., Oei, T. P., & Leung, F. Y. (2018). Heart of joy: a randomized controlled trail evaluating the effect of an Appreciative Joy Meditation training on subjective well-being and attitudes. Mindfulness. https://doi.org/10.1007/s12671-018-0992-2.

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Acknowledgments

Dr. Oei is now an Emeritus Professor of University of Queensland, Visiting Professor (part time) at James Cook University, Singapore and Guest Professor of Department of Psychology, Nanjing University, China. We would like to thank Jing LV, NienChin LIN, Yan GAO, and other anonymous Buddhist experts for evaluating the items.

Funding

This study was supported by the National Natural Science Foundation of China (Grant No. 71702108).

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Contributions

XZ and LF designed the study, XZ and VC collected and analyzed data, XZ, RW, and OT wrote the article, and all authors discussed the findings.

Corresponding author

Correspondence to Freedom Y. K. Leung.

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Ethical Approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. The procedures were approved by Survey and Behavioural Research Ethics Committee in the Chinese University of Hong Kong. Informed consent was obtained from all individual participants included in the study.

Conflict of Interest

The authors declare that they have no conflict of interest.

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Zeng, X., Wang, R., Chan, V.Y.L. et al. The Development of the Difficulties During Meditation Involving Immeasurable Attitudes Scale. Mindfulness 10, 812–823 (2019). https://doi.org/10.1007/s12671-018-1051-8

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