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Mindfulness

Gepubliceerd in:

20-07-2020 | ORIGINAL PAPER

Looking Beyond the Value of Individual Facets of Mindfulness: a Person-Centered Examination of Mindfulness

Auteurs: Lei Zhu, Jun Wang, Maya J. Schroevers

Gepubliceerd in: Mindfulness | Uitgave 10/2020

Abstract

Objectives

This study aimed to (1) examine profiles of mindfulness in a large cohort from the general population by disentangling the level and shape effects of mindfulness, (2) identify the demographic predictors (i.e., age, gender, and educational level) of mindfulness profile membership, and (3) examine associations of mindfulness profiles with psychological outcomes (including both positive and negative indicators) and coping strategies (including positive reappraisal and rumination).

Methods

This cross-sectional observational study included a large representative group of 1727 people from the general Dutch population. To separate the level and shape effects of mindfulness, the bifactor exploratory structural equation modeling (B-ESEM) and latent profile analyses (LPA) were performed. The factor scores of the B-ESEM were used as indicators of LPA.

Results

Using a combination of B-ESEM and LPA, we identified three profiles that differed on global levels and configurations of mindfulness: profile 1 “average mindfulness” (78.4%), profile 2 “low to average mindfulness” (16.2%), and profile 3 “high non-judgmentally aware” (5.4%). These profiles differed significantly on age, gender, and educational level, with people in profile 3 being older, male, and lower educated. Compared with the other two profiles, people in profile 3 reported the best psychological outcomes and coping strategies.

Conclusions

Findings provide evidence for the importance of looking at profiles of mindfulness in future observational and intervention studies. Research is needed to test the feasibility and effectiveness of more personalized mindfulness interventions, tailored to specific profiles of mindfulness.

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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. https://doi.org/10.1177/1073191105283504.CrossRefPubMed

Baer, R. A., Smith, G. T., Lykins, E., Button, D., Krietemeyer, J., Sauer, S., Walsh, E., Duggan, D., & Williams, J. M. G. (2008). Construct validity of the five facet mindfulness questionnaire in meditating and nonmeditating samples. Assessment, 15(3), 329–342. https://doi.org/10.1177/1073191107313003.CrossRefPubMed

Bishop, S. R. (2004). Mindfulness: a proposed operational definition. Clinical Psychology: Science and Practice, 11(3), 230–241. https://doi.org/10.1093/clipsy/bph077.CrossRef

Bolck, A., Croon, M., & Hagenaars, J. (2004). Estimating latent structure models with categorical variables: one-step versus three-step estimators. Political Analysis, 12(1), 3–27. https://doi.org/10.1093/pan/mph001.CrossRef

Bränström, R., Duncan, L. G., & Moskowitz, J. T. (2011). The association between dispositional mindfulness, psychological well-being, and perceived health in a Swedish population-based sample. British Journal of Health Psychology, 16(2), 300–316. https://doi.org/10.1348/135910710X501683.CrossRefPubMedPubMedCentral

Bravo, A. J., Boothe, L. G., & Pearson, M. R. (2016). Getting personal with mindfulness: a latent profile analysis of mindfulness and psychological outcomes. Mindfulness, 7(2), 420–432. https://doi.org/10.1007/s12671-015-0459-7.CrossRef

Bravo, A. J., Pearson, M. R., & Kelley, M. L. (2018). Mindfulness and psychological health outcomes: a latent profile analysis among military personnel and college students. Mindfulness, 9(1), 258–270. https://doi.org/10.1007/s12671-017-0771-5.CrossRefPubMed

Brown, D. B., Bravo, A. J., Roos, C. R., & Pearson, M. R. (2015). Five facets of mindfulness and psychological health: evaluating a psychological model of the mechanisms of mindfulness. Mindfulness, 6(5), 1021–1032. https://doi.org/10.1007/s12671-014-0349-4.CrossRefPubMed

Fernandez, A. C., Wood, M. D., Stein, L. A. R., & Rossi, J. S. (2010). Measuring mindfulness and examining its relationship with alcohol use and negative consequences. Psychology of Addictive Behaviors, 24(4), 608–616. https://doi.org/10.1037/a0021742.CrossRefPubMedPubMedCentral

Fogarty, F. A., Lu, L. M., Sollers, J. J., Krivoschekov, S. G., Booth, R. J., & Consedine, N. S. (2015). Why it pays to be mindful: trait mindfulness predicts physiological recovery from emotional stress and greater differentiation among negative emotions. Mindfulness, 6(2), 175–185. https://doi.org/10.1007/s12671-013-0242-6.CrossRef

Ford, C. G., Wilson, J. M., Altman, N., Strough, J., & Shook, N. J. (2020). Profiles of mindfulness across adulthood. Mindfulness, 11(6), 1557–1569. https://doi.org/10.1007/s12671-020-01372-z.CrossRef

Fox, J., & Weisberg, S. (2018). An R companion to applied regression. Sage.

Garnefski, N., & Kraaij, V. (2007). The cognitive emotion regulation questionnaire. European Journal of Psychological Assessment, 23(3), 141–149. https://doi.org/10.1027/1015-5759.23.3.141.CrossRef

Garnefski, N., Kraaij, V., & Spinhoven, P. (2001). Negative life events, cognitive emotion regulation and emotional problems. Personality and Individual Differences, 30(8), 1311–1327. https://doi.org/10.1016/S0191-8869(00)00113-6.CrossRef

Gu, J., Karl, A., Baer, R., Strauss, C., Barnhofer, T., & Crane, C. (2020). Latent profile analysis of the five facet mindfulness questionnaire in a sample with a history of recurrent depression. Assessment, 27(1), 149–163. https://doi.org/10.1177/1073191117715114.CrossRefPubMed

Hallquist, M., & Wiley, J. (2014). MplusAutomation: automating Mplus model estimation and interpretation. In R package version 0.6-3.

Hanley, A. W., & Garland, E. L. (2014). Dispositional mindfulness co-varies with self-reported positive reappraisal. Personality and Individual Differences, 66, 146–152. https://doi.org/10.1016/j.paid.2014.03.014.CrossRefPubMedPubMedCentral

Hohaus, L. C., & Spark, J. (2013). Getting better with age: do mindfulness & psychological well-being improve in old age? European Psychiatry, 28, 1. https://doi.org/10.1016/s0924-9338(13)77295-x.CrossRef

Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.CrossRef

Josefsson, T., Larsman, P., Broberg, A. G., & Lundh, L. G. (2011). Self-reported mindfulness mediates the relation between meditation experience and psychological well-being. Mindfulness, 2(1), 49–58. https://doi.org/10.1007/s12671-011-0042-9.CrossRef

Kabat-Zinn, J. (2009). Wherever you go, there you are: mindfulness meditation in everyday life. Hachette Books.

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. https://doi.org/10.1016/j.cpr.2011.04.006.CrossRefPubMedPubMedCentral

Kenny, D. A., Kaniskan, B., & McCoach, D. B. (2015). The performance of RMSEA in models with small degrees of freedom. Sociological Methods & Research, 44(3), 486–507. https://doi.org/10.1177/0049124114543236.CrossRef

Kimmes, J. G., Durtschi, J. A., & Fincham, F. D. (2017). Perception in romantic relationships: a latent profile analysis of trait mindfulness in relation to attachment and attributions. Mindfulness, 8(5), 1328–1338. https://doi.org/10.1007/s12671-017-0708-z.CrossRef

Lam, K. F. Y., Lim, H. A., Kua, E. H., Griva, K., & Mahendran, R. (2018). Mindfulness and cancer patients’ emotional states: a latent profile analysis among newly diagnosed cancer patients. Mindfulness, 9(2), 521–533. https://doi.org/10.1007/s12671-017-0794-y.CrossRef

Lumley, T. (2006). Mitools: tools for multiple imputation of missing data. http://cran.rproject.org/package=mitools.

Mahoney, C. T., Segal, D. L., & Coolidge, F. L. (2015). Anxiety sensitivity, experiential avoidance, and mindfulness among younger and older adults: age differences in risk factors for anxiety symptoms. The International Journal of Aging and Human Development, 81(4), 217–240. https://doi.org/10.1177/0091415015621309.CrossRefPubMed

Morin, A. J. S., Arens, A. K., & Marsh, H. W. (2016). A bifactor exploratory structural equation modeling framework for the identification of distinct sources of construct-relevant psychometric multidimensionality. Structural Equation Modeling: A Multidisciplinary Journal, 23(1), 116–139. https://doi.org/10.1080/10705511.2014.961800.CrossRef

Muthén, L. K., & Muthen, B. (2017). Mplus user’s guide: statistical analysis with latent variables, user’s guide. Muthén & Muthén.

Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 535–569. https://doi.org/10.1080/10705510701575396.CrossRef

Pearson, M. R., Brown, D. B., Bravo, A. J., & Witkiewitz, K. (2015a). 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. https://doi.org/10.1007/s12671-014-0300-8.CrossRef

Pearson, M. R., Lawless, A. K., Brown, D. B., & Bravo, A. J. (2015b). Mindfulness and emotional outcomes: identifying subgroups of college students using latent profile analysis. Personality and Individual Differences, 76, 33–38. https://doi.org/10.1016/j.paid.2014.11.009.CrossRefPubMedPubMedCentral

Peeters, F., Ponds, R., Boon-Vermeeren, M. T. G., Hoorweg, M., Kraan, H., & Meertens, L. (1999). Handleiding bij de Nederlandse vertaling van de positive and negative affect schedule (PANAS). Maastricht: Universiteit Maastricht, Vakgroep Psychiatrie En Neuropsychologie.

Perestelo-Perez, L., Barraca, J., Peñate, W., Rivero-Santana, A., & Alvarez-Perez, Y. (2017). Mindfulness-based interventions for the treatment of depressive rumination: systematic review and meta-analysis. International Journal of Clinical and Health Psychology, 17(3), 282–295. https://doi.org/10.1016/j.ijchp.2017.07.004.CrossRefPubMedPubMedCentral

Prakash, R. S., Hussain, M. A., & Schirda, B. (2015). The role of emotion regulation and cognitive control in the association between mindfulness disposition and stress. Psychology and Aging, 30(1), 160–171. https://doi.org/10.1037/a0038544.CrossRefPubMed

Querstret, D., & Cropley, M. (2013). Assessing treatments used to reduce rumination and/or worry: a systematic review. Clinical Psychology Review, 33(8), 996–1009. https://doi.org/10.1016/j.cpr.2013.08.004.CrossRefPubMed

Radloff, L. S. (1977). The CES-D scale: a self-report depression scale for research in the general population. Applied Psychological Measurement, 1(3), 385–401. https://doi.org/10.1177/014662167700100306.CrossRef

Robitzsch, A., Grund, S., & Henke, T. (2016). Miceadds: some additional multiple imputation functions, especially for mice. http://cran.r-project.org/package=miceadds.

Roos, C. R., Pearson, M. R., & Brown, D. B. (2015). Drinking motives mediate the negative associations between mindfulness facets and alcohol outcomes among college students. Psychology of Addictive Behaviors, 29(1), 176–183. https://doi.org/10.1037/a0038529.CrossRefPubMed

Sahdra, B. K., Ciarrochi, J., Parker, P. D., Basarkod, G., Bradshaw, E. L., & Baer, R. (2017). Are people mindful in different ways? Disentangling the quantity and quality of mindfulness in latent profiles and exploring their links to mental health and life effectiveness. European Journal of Personality, 31(4), 347–365. https://doi.org/10.1002/per.2108.CrossRef

Schroevers, M. J., & Brandsma, R. (2010). Is learning mindfulness associated with improved affect after mindfulness-based cognitive therapy? British Journal of Psychology, 101(1), 95–107. https://doi.org/10.1348/000712609X424195.CrossRefPubMed

Shook, N. J., Delaney, R. K., Strough, J., Wilson, J. M., Sevi, B., & Altman, N. (2019). Playing it safe: dispositional mindfulness partially accounts for age differences in health and safety risk-taking propensity. Current Psychology, 1–11. https://doi.org/10.1007/s12144-019-0137-3.

Team, C. (2017). R: a language and environment for statistical computing. R Foundation for Statistical Computing. http://www.r-project.org/.

Teper, R., Segal, Z. V., & Inzlicht, M. (2013). Inside the mindful mind: how mindfulness enhances emotion regulation through improvements in executive control. Current Directions in Psychological Science, 22(6), 449–454. https://doi.org/10.1177/0963721413495869.CrossRef

Trapnell, P. D., & Campbell, J. D. (1999). Private self-consciousness and the five-factor model of personality: distinguishing rumination from reflection. Journal of Personality and Social Psychology, 76(2), 284–304. https://doi.org/10.1037/0022-3514.76.2.284.CrossRefPubMed

Vermunt, J. K. (2010). Latent class modeling with covariates: two improved three-step approaches. Political Analysis, 18(4), 450–469. https://doi.org/10.1093/pan/mpq025.CrossRef

Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: the PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063.CrossRefPubMed

Titel: Looking Beyond the Value of Individual Facets of Mindfulness: a Person-Centered Examination of Mindfulness
Auteurs: Lei Zhu
Jun Wang
Maya J. Schroevers
Publicatiedatum: 20-07-2020
Uitgeverij: Springer US
Gepubliceerd in: Mindfulness / Uitgave 10/2020
Print ISSN: 1868-8527
Elektronisch ISSN: 1868-8535
DOI: https://doi.org/10.1007/s12671-020-01452-0

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Abstract

Objectives

Methods

Results

Conclusions

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