Psychometric properties and validation of the Swedish Five Facet Mindfulness Questionnaire in a clinical and non‐clinical sample among meditators and non‐meditators
Open accessAbstract
Over a period of 15 years several attempts to conceptualize mindfulness have been presented and revised, but there is still no clear or agreed‐upon definition. The use of mindfulness‐based interventions has increased in clinical and research settings the last couple of years, including in Sweden. As a clinician it is crucial to know if a treatment works through the theoretically postulated mechanisms of change. Mindfulness is a concept that is difficult to measure. The overall aim of the current project was to examine the psychometric properties of the Swedish version of the Five Facet Mindfulness Questionnaire (FFMQ_SWE) using three different studies. To test the construct validity of the FFMQ_SWE a hierarchal confirmatory factor analysis was performed in a meditating non‐clinical sample, to examine if all the five facets would load on an overall mindfulness construct. Psychometric properties of the instrument were examined in a non‐clinical and a clinical sample, and discriminative relationships with other variables were analysed. The convergent validity was examined by analysing the correlations between FFMQ_SWE and Hospital Anxiety and Depression Scale, Sense of Coherence and Difficulties in Emotion Regulation Scale. Test‐retest reliability was tested by distributing FFMQ_SWE at two occasions. The hierarchal confirmatory factor analysis showed good fit in a population of meditators. The FFMQ_SWE showed good convergent validity and test‐retest reliability in both clinical and non‐clinical populations. In sum, the Swedish version of the FFMQ showed good psychometric properties and can be a useful instrument as an evaluation of treatment effects in both health care settings and research settings.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The FFMQ has shown measurement non-invariance in the form of scalar non-invariance between clinical and non-clinical samples and metric non-invariance between meditators and non-meditators.
“The FFMQ has shown measurement non-invariance in the form of scalar non-invariance (different intercepts) between clinical and non-clinical samples [28] and metric non-invariance (different loadings) between meditators and non-meditators [29].”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Hospital Anxiety and Depression Scale
Zigmond, A. S., & Snaith, R. P. (1983) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1983.tb09716.x · Cited by 47,139 · see citing works
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cheung, G. W., & Rensvold, R. B. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_5 · Cited by 16,280 · see citing works
Depression and quality of life in older persons: A review
Sivertsen, H., Bjørkløf, G. H., Engedal, K., Selbæk, G., & Helvik, A.-S. (2015) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000437299 · Cited by 14,152 · see citing works
The benefits of being present: Mindfulness and its role in psychological well-being
Brown, K. W., & Ryan, R. M. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.822 · Cited by 13,448 · see citing works
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 · cited 8× · see citing works
“One of the well-studied and reliable measures of mindfulness is the Five Facet Mindfulness Questionnaire (FFMQ) (Aguado, Luciano, Cebolla, SerranoBlanco, Soler & Garc ıa-Campayo, 2015; Baer et al., 2006; Lilja, Frodi-Lundgren, Johansson et al., 2011).”
BackgroundMethodInfluential(2008) · Medical Entomology and Zoology · Cited by 7,477 · see citing works
Species Richness of Parasite Assemblages: Evolution and Patterns
Poulin, R. (1997) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.28.1.341 · Cited by 3,500 · 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
Herrmann, C. (1997) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(96)00216-4 · Cited by 2,885 · see citing works
Assessment of Mindfulness by Self-Report: The Kentucky Inventory of Mindfulness Skills
Baer, R. A., Smith, G. T., & Allen, K. B. (2004) · Assessment · doi:10.1177/1073191104268029 · Cited by 2,298 · see citing works
Making Sense of Factor Analysis
Pett, M., Lackey, N., & Sullivan, J. (2003) · doi:10.4135/9781412984898 · Cited by 2,168 · see citing works
Gu, J., Strauss, C., Bond, R., & Cavanagh, K. (2015) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.01.006 · Cited by 1,712 · see citing works
Feldman, G., Hayes, A., Kumar, S., Greeson, J., & Laurenceau, J.-P. (2007) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-006-9035-8 · Cited by 1,630 · see citing works
Bayesian structural equation modeling: A more flexible representation of substantive theory
Muthén, B., & Asparouhov, T. (2012) · Psychological Methods · doi:10.1037/a0026802 · Cited by 1,562 · see citing works
Validity of Antonovsky’s sense of coherence scale: a systematic review
Eriksson, M., & Lindström, B. (2005) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2003.018085 · Cited by 1,542 · see citing works
The Toronto Mindfulness Scale: Development and validation
Lau, M. A., Bishop, S. R., Segal, Z. V., Buis, T., Anderson, N. D., Carlson, L., Shapiro, S., Carmody, J., Abbey, S., & Devins, G. (2006) · Journal of Clinical Psychology · doi:10.1002/jclp.20326 · Cited by 1,456 · see citing works
Mindfulness-Based Cognitive Therapy for Depression: A New Approach to Preventing Relapse
Hodo, D. W. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.7.1257 · Cited by 1,405 · see citing works
Bjureberg, J., Ljótsson, B., Tull, M. T., Hedman, E., Sahlin, H., Lundh, L.-G., Bjärehed, J., DiLillo, D., Messman-Moore, T., Gumpert, C. H., et al. (2016) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-015-9514-x · Cited by 1,081 · see citing works
The Assessment of Present-Moment Awareness and Acceptance: The Philadelphia Mindfulness Scale
Cardaciotto, L., Herbert, J. D., Forman, E. M., Moitra, E., & Farrow, V. (2008) · Assessment · doi:10.1177/1073191107311467 · Cited by 940 · see citing works
Fresco, D. M., Moore, M. T., van Dulmen, M. H. M., Segal, Z. V., Ma, S. H., Teasdale, J. D., & Williams, J. M. G. (2007) · Behavior Therapy · doi:10.1016/j.beth.2006.08.003 · Cited by 810 · see citing works
Kiken, L. G., Garland, E. L., Bluth, K., Palsson, O. S., & Gaylord, S. A. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2014.12.044 · Cited by 717 · see citing works
Hospital anxiety and depression scale (had): Some psychometric data for a swedish sample
Lisspers, J., Nygren, A., & Söderman, E. (1997) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1997.tb10164.x · Cited by 706 · see citing works
Cultivating mindfulness: effects on well‐being
Shapiro, S. L., Oman, D., Thoresen, C. E., Plante, T. G., & Flinders, T. (2008) · Journal of Clinical Psychology · doi:10.1002/jclp.20491 · Cited by 699 · see citing works
Chadwick, P., Hember, M., Symes, J., Peters, E., Kuipers, E., & Dagnan, D. (2008) · British Journal of Clinical Psychology · doi:10.1348/014466508x314891 · Cited by 517 · see citing works
Coffey, K. A., Hartman, M., & Fredrickson, B. L. (2010) · Mindfulness · doi:10.1007/s12671-010-0033-2 · Cited by 428 · see citing works
Mindfulness, spirituality, and health-related symptoms
Carmody, J., Reed, G., Kristeller, J., & Merriam, P. (2008) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2007.06.015 · Cited by 394 · see citing works
Park, T., Reilly-Spong, M., & Gross, C. R. (2013) · Quality of Life Research · doi:10.1007/s11136-013-0395-8 · Cited by 370 · see citing works
Cebolla, A., García-Palacios, A., Soler, J., Guillen, V., Baños, R., & Botella, C. (2012) · The European Journal of Psychiatry · doi:10.4321/s0213-61632012000200005 · Cited by 263 · see citing works
Buddhism and acceptance and commitment therapy
Hayes, S. C. (2002) · Cognitive and Behavioral Practice · doi:10.1016/s1077-7229(02)80041-4 · Cited by 196 · see citing works
Shahar, B., Britton, W. B., Sbarra, D. A., Figueredo, A. J., & Bootzin, R. R. (2010) · International Journal of Cognitive Therapy · doi:10.1521/ijct.2010.3.4.402 · Cited by 185 · see citing works
Lilja, J. L., Lundh, L.-G., Josefsson, T., & Falkenström, F. (2013) · Mindfulness · doi:10.1007/s12671-012-0111-8 · Cited by 167 · see citing works
Self-citationVeehof, M. M., ten Klooster, P. M., Taal, E., Westerhof, G. J., & Bohlmeijer, E. T. (2011) · Clinical Rheumatology · doi:10.1007/s10067-011-1690-9 · Cited by 158 · see citing works
Quantitative Psychological Research: The Complete Student's Companion
Clark-Carter, D. D. (2004) · Cited by 151 · see citing works
Pearson, M. R., Lawless, A. K., Brown, D. B., & Bravo, A. J. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2014.11.009 · Cited by 140 · see citing works
Five facets mindfulness questionnaire—reliability and factor structure: a Swedish version
Lilja, J. L., Frodi-Lundgren, A., Hanse, J. J., Josefsson, T., Lundh, L.-G., Sköld, C., Hansen, E., & Broberg, A. G. (2011) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2011.580367 · Cited by 140 · see citing works
Self-citationAguado, J., Luciano, J. V., Cebolla, A., Serrano-Blanco, A., Soler, J., & García-Campayo, J. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00404 · Cited by 137 · see citing works
Haigh, E. A. P., Moore, M., Kashdan, T. B., & Fresco, D. M. (2010) · Assessment · doi:10.1177/1073191110386342 · Cited by 128 · see citing works
Studying mindfulness in experienced meditators: A quasi-experimental approach
Falkenström, F. (2009) · Personality and Individual Differences · doi:10.1016/j.paid.2009.10.022 · Cited by 125 · see citing works
Self-citationBravo, A. J., Boothe, L. G., & Pearson, M. R. (2015) · Mindfulness · doi:10.1007/s12671-015-0459-7 · Cited by 111 · see citing works
Dam, N. T. V., Hobkirk, A. L., Danoff‐Burg, S., & Earleywine, M. (2012) · Assessment · doi:10.1177/1073191112438743 · Cited by 95 · see citing works
The Five Factor Mindfulness Questionnaire in Norway
Dundas, I., Vøllestad, J., Binder, P., & Sivertsen, B. (2013) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12044 · Cited by 77 · see citing works
Do different scales measure the same construct? Three Sense of Coherence scales: Table 1
Olsson, M. O., Gassne, J., & Hansson, K. (2008) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2007.063420 · Cited by 50 · see citing works
Jensen, C. G., Krogh, S. C., Westphael, G., & Hjordt, L. V. (2018) · Psychological Assessment · doi:10.1037/pas0000667 · Cited by 28 · see citing works
Lilja, J. L., Zelleroth, C., Axberg, U., & Norlander, T. (2016) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12302 · Cited by 12 · see citing works
Self-citation
Flagged first, then by citations
1 of the 45 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- 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, 11– 34.
- Byrne, B. M. (2010). Structural equation modelling with AMOS: basic concepts, applications, and programming (2nd edn). New York: Routledge.
- Kline, RB. (2005). Principles and practice of structural equation modelling (2nd edn). New York: Guilford Press.
Cited by
Sorted by citations
Sundström, F. T., Lavefjord, A., Buhrman, M., & McCracken, L. M. (2023) · The Journal of Pain · doi:10.1016/j.jpain.2022.11.010 · Cited by 40 · see citing works
Fong, T. C. T., Wan, A. H. Y., Wong, V. P. Y., & Ho, R. T. H. (2021) · Health and Quality of Life Outcomes · doi:10.1186/s12955-021-01692-1 · Cited by 37 · see citing works
“The FFMQ has shown measurement non-invariance in the form of scalar noninvariance (different intercepts) between clinical and non-clinical samples [28] and metric non-invariance (different loadings) between meditators and non-meditators [29].”
BackgroundWalach, H., Sauer, S., Kohls, N., Rose, N., & Schmidt, S. (2025) · BMC Psychology · doi:10.1186/s40359-025-03671-3 · Cited by 6 · see citing works
The role of mindfulness in improving quality of life among student-athletes: a pilot mediation study
Johles, L., Molander, P., & Lundqvist, C. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1479584 · Cited by 4 · see citing works
Södermark, M. (2023) · Linköping University medical dissertations · doi:10.3384/9789180753692 · Cited by 1 · see citing works
Mindfulness Process Questionnaire (MPQ)
Erisman, S. M. (2025) · Springer eBooks · doi:10.1007/978-3-031-47219-0_39 · Cited by 1 · see citing works
Mindfulness as a predictor of professional development amongst faculty members in Saudi universities
القايدي, ع. ح. (2025) · Cogent Education · doi:10.1080/2331186x.2025.2580082 · Cited by 1 · see citing works
Mindfulness-Based Well-Being Interventions in Organizations and the COVID-19 Pandemic
Şahin, S. (2021) · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · doi:10.4018/978-1-7998-8682-2.ch013 · Cited by 1 · see citing works
Mindfulness Process Questionnaire (MPQ)
Erisman, S. M. (2022) · Springer eBooks · doi:10.1007/978-3-030-77644-2_39-1
مستويات اليقظة العقلية لدى طلبة الكليات الإنسانية وعلاقتها بمستوى أدائهم الأكاديمي
Alomari, H. (2024) · Dirasat Human and Social Sciences · doi:10.35516/hum.v51i5.4126
Fong, T. C. T., Wan, A. H. Y., Wong, V. P. Y., & Ho, R. T. H. (2021) · Figshare · doi:10.6084/m9.figshare.13889218
Fong, T. C. T., Wan, A. H. Y., Wong, V. P. Y., & Ho, R. T. H. (2021) · Figshare · doi:10.6084/m9.figshare.13889215
Fong, T. C. T., Wan, A. H. Y., Wong, V. P. Y., & Ho, R. T. H. (2021) · Figshare · doi:10.6084/m9.figshare.13889212
- Authors
- Lilja, J. L., Falkenström, F., Zelleroth, C., Jacobson, E., Risberg, S., Nissling, L., & Weineland, S.
- Affiliations
- Region Västra Götaland (SE)
- Linköping University (SE)
- Gothenburg Sweden
- University of Gothenburg (SE)
- Bäckefors Sweden
- Corresponding author
- Lilja, Josefine L.
- Venue
- Scandinavian Journal of Psychology
- Publisher
- Wiley
- Published
- 2019-12-27
- Volume
- 61
- Issue
- 3
- Pages
- 369-379
- ISSN
- 0036-5564 (ISSN-L)
- 1467-9450
- PMC
- PMC7318620
- OpenAlex
- W2998573499
- Cited by
- 14
- References
- 45
- Citations by year
- 2025: 4 · 2024: 1 · 2023: 1 · 2022: 2 · 2021: 5 · 2019: 1
- FWCI
- 2.34
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Scandinavian Journal of Psychology (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DiVA (Linkoping University) (submittedVersion, other-oa)
- Funders
- Research and Development Primary Health Care, Gothenburg and Sodra Bohuslan
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Health › Religion, Spirituality, and Psychology
- Keywords
- Five Facet Mindfulness Questionnaire, Swedish version, mindfulness measurement, psychometric validation, construct validity, convergent validity, test-retest reliability, meditators, clinical samples, non-clinical sample, mechanisms of change, mindfulness-based interventions, anxiety and depression, sense of coherence, emotion regulation
- MeSH terms
- Adult, Factor Analysis, Statistical, Female, Humans, Male, Psychometrics, Surveys and Questionnaires, Sweden, Reproducibility of Results, Cognitive Behavioral Therapy, Mindfulness
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review