Improvements in Mindfulness Facets Mediate the Alleviation of Burnout Dimensions
Open accessAbstract
Objectives: While interventions using mindfulness have been effective in treating burnout, the mechanisms of change need more research. This study investigated which of five mindfulness facets (observing, describing, acting with awareness, non-judging, and non-reacting) mediated the intervention effects on three burnout dimensions (exhaustion, cynicism, and reduced professional efficacy) during an 8-week mindfulness-, acceptance-, and value-based (MAV) intervention and a 10-month follow-up. Methods: The participants were a heterogeneous sample of employees suffering from burnout ( n = 202, 80% women, mean age = 47.5 years). Latent change score modeling was conducted for each combination of the mindfulness facets and the burnout dimensions. Confidence intervals were calculated for the coefficients in the models. Results: The modeling results showed that mindfulness improvement during the intervention mediated burnout alleviation during both the intervention and the 10-month follow-up. A large spread of mindfulness facets mediated changes in all the burnout dimensions during the intervention (all for cynicism, all except describing for exhaustion, and all except observing for reduced professional efficacy). The improvement in non-judging skills mediated the reductions in all burnout dimensions during the follow-up. For exhaustion, it was the only significant mediator during the follow-up, whereas for cynicism and reduced professional efficacy, describing and observing were additional mediators. Conclusions: Improving mindfulness facets using a MAV intervention had significant long-term effects on burnout in this study. Non-judging is possibly the most important mindfulness facet to improve in burnout interventions, given that it mediated the changes in all burnout dimensions during both the intervention and 10-month follow-up.
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Changes in different psychological flexibility skills may predict changes in different kinds of distress.
“These results suggest that changes in different psychological flexibility skills may predict changes in different kind of distress, which is congruent with Gallego, McHugh, Villatte, and Lappalainen (2020) and Kinnunen, Puolakanaho, Tolvanen, Mäkikangas, and Lappalainen (2020), who found that different aspects of mindfulness and psychological inflexibility may be related to different psychological”
From The effectiveness of a five-session workshop on the distress of international students in Finland – a pilot study. (2023) · cites this paper as Kinnunen, Puolakanaho, Tolvanen, Mäkikangas, and Lappalainen (2020)
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Cites
Using Self-Report Assessment Methods to Explore Facets of Mindfulness
Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006) · Assessment · doi:10.1177/1073191105283504 · Cited by 7,511 · see citing works
Baer, R. A., Smith, G. T., Lykins, E., Button, D., Krietemeyer, J., Sauer, S., Walsh, E., Duggan, D., & Williams, J. M. G. (2008) · Assessment · doi:10.1177/1073191107313003 · Cited by 2,930 · see citing works
Latent Variable Modeling of Differences and Changes with Longitudinal Data
McArdle, J. J. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163612 · Cited by 1,952 · see citing works
Common methods bias: does common methods variance really bias results?
Doty, D. H., & Glick, W. H. (1998) · Organizational Research Methods · doi:10.1177/109442819814002 · Cited by 1,380 · see citing works
The Future of Intervention Science: Process-Based Therapy
Hofmann, S. G., & Hayes, S. C. (2019) · Clinical Psychological Science · doi:10.1177/2167702618772296 · Cited by 888 · see citing works
Roeser, R. W., Schonert-Reichl, K. A., Jha, A., Cullen, M., Wallace, L., Wilensky, R., Oberle, E., Thomson, K., Taylor, C., & Harrison, J. (2013) · Journal of Educational Psychology · doi:10.1037/a0032093 · Cited by 795 · see citing works
Acceptance and Commitment Therapy as a Unified Model of Behavior Change
Hayes, S. C., Pistorello, J., & Levin, M. E. (2012) · The Counseling Psychologist · doi:10.1177/0011000012460836 · Cited by 718 · see citing works
Systematic Review of Mindfulness Practice for Reducing Job Burnout
Luken, M., & Sammons, A. (2016) · American Journal of Occupational Therapy · doi:10.5014/ajot.2016.016956 · Cited by 250 · see citing works
Lloyd, J., Bond, F. W., & Flaxman, P. E. (2013) · Work & Stress · doi:10.1080/02678373.2013.782157 · Cited by 175 · see citing works
Querstret, D., Cropley, M., & Fife-Schaw, C. (2018) · Mindfulness · doi:10.1007/s12671-018-0925-0 · Cited by 103 · see citing works
A psychological flexibility -based intervention for Burnout:A randomized controlled trial
Puolakanaho, A., Tolvanen, A., Kinnunen, S. M., & Lappalainen, R. (2020) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2019.11.007 · Cited by 82 · see citing works
Self-citationChanges in Facets of Mindfulness Predict Stress and Anger Outcomes for Police Officers
Bergman, A. L., Christopher, M. S., & Bowen, S. (2016) · Mindfulness · doi:10.1007/s12671-016-0522-z · Cited by 70 · see citing works
Flagged first, then by citations
Research works printed but not linked: 22
- Ahola, K., Toppinen-Tanner, S., & Seppänen, J. (2017). Interventions to alleviate burnout symptoms and to support return to work among employees with burnout: systematic review and meta-analysis. Burnout Research, 4, 1-11. https://doi.org/10.1016/j.burn.2017.02. 001. · DOI
- Crane, R. S., Brewer, J., Feldman, C., Kabat-Zinn, J., Santorelli, S., Williams, J. M. G., & Kuyken, W. (2017). What defines mindfulness-based programs? The warp and the weft. Psychological Medicine, 47(6), 990-999. https://doi.org/10.1017/ S0033291716003317. · DOI · Paper page
- Fletcher, L., & Hayes, S. C. (2005). Relational frame theory, acceptance and commitment therapy, and a functional analytic definition of mindfulness. Journal of Rational-Emotive & Cognitive-Behavior Therapy, 23(4), 315-336. https://doi.org/10.1007/s10942-005- 0017-7. · DOI
- Hayes, S. C., & Hofmann, S. G. (2017). The third wave of cognitive behavioral therapy and the rise of process-based care. World Psychiatry, 16(3), 245-246. https://doi.org/10.1002/wps.20442. · DOI · Paper page
- Heeren, A., Deplus, S., Peschard, V., Nef, F., Kotsou, I., Dierickx, C., Mondillon, L., Robinaugh, D. J., & Philippot, P. (2015). Does change in self-reported mindfulness mediate the clinical benefits of mindfulness training? A controlled study using the French transla- tion of the Five Facet Mindfulness Questionnaire. Mindfulness, 6(3), 553-559. https://doi.org/10.1007/s12671-014-0287-1. · DOI
- Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covari- ance structure analysis: conventional criteria versus new alterna- tives. Structural Equation Modeling, 6(1), 1-55. https://doi.org/10. 1080/10705519909540118. · DOI · Paper page
- Iancu, A. E., Rusu, A., Măroiu, C., Păcurar, R., & Maricuțoiu, L. P. (2018). The effectiveness of interventions aimed at reducing teacher burnout: a meta-analysis. Educational Psychology Review, 30(2), 373-396. https://doi.org/10.1007/s10648-017-9420-8. · DOI · Paper page
- Kriakous, S. A., Elliott, K. A., & Owen, R. (2019). Coping, mindfulness, stress, and burnout among forensic health care professionals. Journal of Forensic Psychology Research and Practice, 19(2), 128-146. https://doi.org/10.1080/24732850.2018.1556545. · DOI
- Leiter, M. P., Bakker, A. B., & Maslach, C. (2014). Burnout at work: a psychological perspective. East Sussex: Psychology Press.
- 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. https://doi. org/10.1207/S15328007SEM0902_1. · DOI · Paper page
- Mäkikangas, A., & Kinnunen, U. (2016). The person-oriented approach to burnout: a systematic review. Burnout Research, 3, 11-23. https://doi.org/10.1016/j.burn.2015.12.002. · DOI
- McArdle, J. J., & Hamagami, F. (2001). Latent difference score structural models for linear dynamic analyses with incomplete longitudinal data. In L. M. Collins & A. G. Sayer (Eds.), Decade of behavior. New methods for the analysis of change (pp. 139-175). Washington, DC: American Psychological Association. https://doi.org/10.1037/ 10409-005. · DOI
- Morse, G., Salyers, M. P., Rollins, A. L., Monroe-DeVita, M., & Pfahler, C. (2012). Burnout in mental health services: a review of the prob- lem and its remediation. Administration and Policy in Mental Health and Mental Health Services Research, 39(5), 341-352. https://doi. org/10.1007/s10488-011-0352-1. · DOI
- Muthén, L. K., & Muthén, B. O. (2017). Mplus user's guide (8th ed.). Los Angeles: Muthén & Muthén.
- Ozbilir, T., Day, A., & Catano, V. M. (2015). Perfectionism at work: an investigation of adaptive and maladaptive perfectionism in the workplace among Canadian and Turkish employees. Applied Psychology, 64(1), 252-280. https://doi.org/10.1111/apps.12032. · DOI
- Querstret, D., Cropley, M., & Fife-Schaw, C. (2016). Internet-based in- structor-led mindfulness for work-related rumination, fatigue, and sleep: assessing facets of mindfulness as mechanisms of change. A randomized waitlist control trial. Journal of Occupational Health Psychology, 22(2), 153-169. https://doi.org/10.1037/ocp0000028. · DOI
- Salmela-Aro, K., Rantanen, J., Hyvönen, K., Tilleman, K., & Feldt, T. (2011). Bergen Burnout Inventory: reliability and validity among Finnish and Estonian managers. International Archives of Occupational and Environmental Health, 84(6), 635-645. https:// doi.org/10.1007/s00420-010-0594-3. · DOI
- Taylor, N. Z., & Millear, P. M. R. (2016). The contribution of mindful- ness to predicting burnout in the workplace. Personality and Individual Differences, 89, 123-128. https://doi.org/10.1016/j.paid. 2015.10.005. · DOI
- Warr, P. (2012). How to think about and measure psychological well- being. In R. R. Sinclair, M. Wang, & L. E. Tetrick (Eds.), Research methods in occupational health psychology: measurement, design, and data analysis (pp. 76-90). Abingdon: Routledge.
- Waters, C. S., Frude, N., Flaxman, P. E., & Boyd, J. (2018). Acceptance and commitment therapy (ACT) for clinically distressed health care workers: waitlist-controlled evaluation of an ACT workshop in a routine practice setting. The British Journal of Clinical Psychology, 57(1), 82-98. https://doi.org/10.1111/bjc.12155. · DOI · Paper page
- Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: an evalu- ation of power, bias, and solution propriety. Educational and Psychological Measurement, 73(6), 913-934. https://doi.org/10. 1177/0013164413495237. · DOI · Paper page
- Yang, S., Meredith, P., & Khan, A. (2017). Is mindfulness associated with stress and burnout among mental health professionals in Singapore? Psychology, Health & Medicine, 22(6), 673-679. https://doi.org/10.1080/13548506.2016.1220595. · DOI
Cited by
Sorted by citations
Towey-Swift, K. D., Lauvrud, C., & Whittington, R. (2023) · Journal of Mental Health · doi:10.1080/09638237.2021.2022628 · Cited by 60 · see citing works
“In further analysis of Puolakanaho et al.’s (2020) data, Kinnunen et al. (2020) demonstrated improving mindfulness facets, specifically non-judging, mediated the improvement in burnout dimensions.”
BackgroundPirbaglou, M., El Morr, C., Ahmad, F., & Ritvo, P. (2025) · JMIR Mental Health · doi:10.2196/65853 · Cited by 6 · see citing works
“In addition, among previous evaluations of specific mindfulness facets as mediating mechanisms of MBIs [21-23, 44 ], our research The mediation models in this study demonstrated good fit, in accordance with fit indices guidelines, and accounted for between 43.1% and 62.9% of variation in study…”
InfluentialZainal, N. H., & Newman, M. G. (2024) · European Psychiatry · doi:10.1192/j.eurpsy.2024.1750 · Cited by 3 · see citing works
“Only two of the 11 prior trials implemented this recommendation [14, 36].”
BackgroundBrandolin, F., Lappalainen, P., Gorinelli, S., Muotka, J., Räsänen, P., & Lappalainen, R. (2023) · British Journal of Guidance & Counselling · doi:10.1080/03069885.2023.2165636 · Cited by 3 · see citing works
Self-citation
- Authors
- Kinnunen, S. M., Puolakanaho, A., Tolvanen, A., Mäkikangas, A., & Lappalainen, R.
- Affiliations
- University of Jyväskylä (FI)
- Tampere University (FI)
- Corresponding author
- Kinnunen, Sanna M.
- Venue
- Mindfulness
- Published
- 2020-08-27
- Volume
- 11
- Issue
- 12
- Pages
- 2779-2792
- ISSN
- 1868-8527 (ISSN-L)
- 1868-8535
- OpenAlex
- W3082897782
- Cited by
- 25
- References
- 12
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 7 · 2023: 3 · 2022: 4 · 2021: 4
- FWCI
- 1.09
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Mindfulness (publishedVersion, cc-by)
- Jyväskylä University Digital Archive (University of Jyväskylä) (submittedVersion, cc-by)
- Tampere University Institutional Repository (Tampere University) (submittedVersion, cc-by)
- Funders
- Finnish Social Insurance Institution
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Burnout
- Keywords
- mindfulness facets, burnout, non-judgment, acceptance and commitment therapy, occupational exhaustion, cynicism, mechanisms of change, employee well-being, long-term follow-up
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