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Gepubliceerd in: Mindfulness 5/2020

27-03-2020 | ORIGINAL PAPER

The Cross-cultural Validity of the Five-Facet Mindfulness Questionnaire Across 16 Countries

Auteurs: Johannes A. Karl, Silvia Mariela Méndez Prado, Asmir Gračanin, Paul Verhaeghen, Alexandre Ramos, Satchit Prasun Mandal, Johannes Michalak, Chun-Qing Zhang, Carlos Schmidt, Ulrich S. Tran, Elena Druica, Stian Solem, Andreea Astani, Xinghua Liu, Juan V. Luciano, Mladenka Tkalčić, Josefine L. Lilja, Ingrid Dundas, Samuel Y. S. Wong, Ronald Fischer

Gepubliceerd in: Mindfulness | Uitgave 5/2020

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Abstract

Objectives

The goal of the current study was to investigate the universality of the five-factor model of mindfulness and the measurement equivalence of the Five-Facet Mindfulness Questionnaire (FFMQ).

Methods

The study used FFMQ data from published and unpublished research conducted in 16 countries (total N = 8541). Using CFA, different models, proposed in the literature, were fitted. To test the cross-cultural equivalence of the best fitting model, a multi-group confirmatory factor analysis was used. Further, the equivalence of individual facets of the FFMQ and potential sources of non-equivalence was explored.

Results

The best fitting models in most samples were a five-facet model with a higher-order mindfulness factor and uncorrelated positive and negative item-wording factors and a five-facet model with a correlated facets and uncorrelated positive and negative item-wording factors. These models showed structural equivalence, but did not show metric equivalence (equivalent factor loadings) across cultures. Given this lack of equivalent factor loadings, not even correlations or mean patterns can be compared across cultures. A similar pattern was observed when testing the equivalence of the individual facets; all individual facets failed even tests of metric equivalence. A sample size weighted exploratory factor analysis across cultures indicated that a six-factor solution might provide the best fit across cultures with acting with awareness split into two factors. Finally, both the five- and six-factor solution showed substantially better fit in more individualistic and less tight cultures.

Conclusions

Overall, the FFMQ has conceptual and measurement problems in a cross-cultural context, raising questions about the validity of the current conceptualization of mindfulness across cultures. The results showed that the fit of the FFMQ was substantially better in individualistic cultures that indicate that further data from non-Western cultures is needed to develop a universal conceptualization and measurement of mindfulness.
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Literatuur
go back to reference Astani, A.-I. (2016). Mindfulness and unconditional self-acceptance as protective factors against thin ideal internalization. Annals of A.I. I. Cuza University. Psychology Series, 25(1), 37–46. Astani, A.-I. (2016). Mindfulness and unconditional self-acceptance as protective factors against thin ideal internalization. Annals of A.I. I. Cuza University. Psychology Series, 25(1), 37–46.
go back to reference Bellah, R. N., Madsen, R., Sullivan, W. M., Swidler, A., & Tipton, S. M. (1985). Habits of the heart: individualism and commitment in American life. Berkeley: University of California Press. Bellah, R. N., Madsen, R., Sullivan, W. M., Swidler, A., & Tipton, S. M. (1985). Habits of the heart: individualism and commitment in American life. Berkeley: University of California Press.
go back to reference Druica, E., & Ianole-Calin, R. (2018). Simply clustering. Making new sense in the five facets mindfulness questionnaire. Romanian Statistical Review, 66(1), 61–81. Druica, E., & Ianole-Calin, R. (2018). Simply clustering. Making new sense in the five facets mindfulness questionnaire. Romanian Statistical Review, 66(1), 61–81.
go back to reference Fontaine, J. (2005). Equivalence. In K. Kempf-Leonard (Ed.), Encyclopedia of social measurement (Vol. 1, pp. 803–813).CrossRef Fontaine, J. (2005). Equivalence. In K. Kempf-Leonard (Ed.), Encyclopedia of social measurement (Vol. 1, pp. 803–813).CrossRef
go back to reference Gelfand, M. J., Raver, J. L., Nishii, L., Leslie, L. M., Lun, J., Lim, B. C., Duan, L., Almaliach, A., Ang, S., Arnadottir, J., Aycan, Z., Boehnke, K., Boski, P., Cabecinhas, R., Chan, D., Chhokar, J., D’Amato, A., Ferrer, M., Fischlmayr, I. C., et al. (2011). Differences between tight and loose cultures: A 33-nation study. Science, 332(6033), 1100–1104. https://doi.org/10.1126/science.1197754.CrossRefPubMed Gelfand, M. J., Raver, J. L., Nishii, L., Leslie, L. M., Lun, J., Lim, B. C., Duan, L., Almaliach, A., Ang, S., Arnadottir, J., Aycan, Z., Boehnke, K., Boski, P., Cabecinhas, R., Chan, D., Chhokar, J., D’Amato, A., Ferrer, M., Fischlmayr, I. C., et al. (2011). Differences between tight and loose cultures: A 33-nation study. Science, 332(6033), 1100–1104. https://​doi.​org/​10.​1126/​science.​1197754.CrossRefPubMed
go back to reference Gray, J. A. (2004). Consciousness: creeping up on the hard problem. Oxford: Oxford University Press. Gray, J. A. (2004). Consciousness: creeping up on the hard problem. Oxford: Oxford University Press.
go back to reference Grossman, P. (2011). Defining mindfulness by how poorly I think I pay attention during everyday awareness and other intractable problems for psychology’s (re)invention of mindfulness: comment on Brown et al. (2011). Psychological Assessment, 23(4), 1034–1040. https://doi.org/10.1037/a0022713.CrossRefPubMed Grossman, P. (2011). Defining mindfulness by how poorly I think I pay attention during everyday awareness and other intractable problems for psychology’s (re)invention of mindfulness: comment on Brown et al. (2011). Psychological Assessment, 23(4), 1034–1040. https://​doi.​org/​10.​1037/​a0022713.CrossRefPubMed
go back to reference Hofstede, G. (2001). Culture’s consequences: comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Thousand Oaks: Sage Publications. Hofstede, G. (2001). Culture’s consequences: comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Thousand Oaks: Sage Publications.
go back to reference Kabat-Zinn, J. (1994). Wherever you go, there you are: mindfulness meditation in everyday life. Hyperion. New York, U.S.A Kabat-Zinn, J. (1994). Wherever you go, there you are: mindfulness meditation in everyday life. Hyperion. New York, U.S.A
go back to reference Kucinskas, J. (2018). The mindful elite: mobilizing from the inside out. Oxford: Oxford University Press.CrossRef Kucinskas, J. (2018). The mindful elite: mobilizing from the inside out. Oxford: Oxford University Press.CrossRef
go back to reference Mandal, S. P., Arya, Y. K., & Pandey, R. (2016). Validation of the factor structure of the five facet mindfulness questionnaire. Indian Journal of Health & Wellbeing, 7(1), 61–66. Mandal, S. P., Arya, Y. K., & Pandey, R. (2016). Validation of the factor structure of the five facet mindfulness questionnaire. Indian Journal of Health & Wellbeing, 7(1), 61–66.
go back to reference Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling: A Multidisciplinary Journal, 11(3), 320–341. https://doi.org/10.1207/s15328007sem1103_2. Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling: A Multidisciplinary Journal, 11(3), 320–341. https://​doi.​org/​10.​1207/​s15328007sem1103​_​2.
go back to reference Michalak, J., Zarbock, G., Drews, M., Otto, D., Mertens, D., Ströhle, G., Schwinger, M., Dahme, B., & Heidenreich, T. (2016). Erfassung von achtsamkeit mit der deutschen version des five facet mindfulness questionnaires (FFMQ-D). Zeitschrift Für Gesundheitspsychologie, 24(1), 1–12. https://doi.org/10.1026/0943-8149/a000149.CrossRef Michalak, J., Zarbock, G., Drews, M., Otto, D., Mertens, D., Ströhle, G., Schwinger, M., Dahme, B., & Heidenreich, T. (2016). Erfassung von achtsamkeit mit der deutschen version des five facet mindfulness questionnaires (FFMQ-D). Zeitschrift Für Gesundheitspsychologie, 24(1), 1–12. https://​doi.​org/​10.​1026/​0943-8149/​a000149.CrossRef
go back to reference Minkov, M., Dutt, P., Schachner, M., Morales, O., Sanchez, C., Jandosova, J., Khassenbekov, Y., & Mudd, B. (2017). A revision of Hofstede’s individualism-collectivism dimension: a new national index from a 56-country study. Cross Cultural & Strategic Management, 24(3), 386–404. https://doi.org/10.1108/CCSM-11-2016-0197.CrossRef Minkov, M., Dutt, P., Schachner, M., Morales, O., Sanchez, C., Jandosova, J., Khassenbekov, Y., & Mudd, B. (2017). A revision of Hofstede’s individualism-collectivism dimension: a new national index from a 56-country study. Cross Cultural & Strategic Management, 24(3), 386–404. https://​doi.​org/​10.​1108/​CCSM-11-2016-0197.CrossRef
go back to reference Minkov, M., Bond, M. H., Dutt, P., Schachner, M., Morales, O., Sanchez, C., Jandosova, J., Khassenbekov, Y., & Mudd, B. (2018). A reconsideration of Hofstede’s fifth dimension: new flexibility versus monumentalism data from 54 countries. Cross-Cultural Research, 52(3), 309–333. https://doi.org/10.1177/1069397117727488.CrossRef Minkov, M., Bond, M. H., Dutt, P., Schachner, M., Morales, O., Sanchez, C., Jandosova, J., Khassenbekov, Y., & Mudd, B. (2018). A reconsideration of Hofstede’s fifth dimension: new flexibility versus monumentalism data from 54 countries. Cross-Cultural Research, 52(3), 309–333. https://​doi.​org/​10.​1177/​1069397117727488​.CrossRef
go back to reference Radoń, S. (2014). Validation of the Polish adaptation of the five facet mindfulness questionnaire. Roczniki Psychologiczne/Annals of Psychology, 17(4), 737–760. Radoń, S. (2014). Validation of the Polish adaptation of the five facet mindfulness questionnaire. Roczniki Psychologiczne/Annals of Psychology, 17(4), 737–760.
go back to reference Ramos, A., Rosado, A., Serpa, S., Cangas, A., Gallego, J., & Ramos, L. (2018). Validity evidence of the portuguese version of the five facet mindfulness questionnaire. Revista de Psicología Del Deporte/Journal of Sport Psychology, 27(2), 87–98. Ramos, A., Rosado, A., Serpa, S., Cangas, A., Gallego, J., & Ramos, L. (2018). Validity evidence of the portuguese version of the five facet mindfulness questionnaire. Revista de Psicología Del Deporte/Journal of Sport Psychology, 27(2), 87–98.
go back to reference Rasch, G. (1980). Probabilistic models for some intelligence and attainment tests. Chicago: University of Chicago Press. Rasch, G. (1980). Probabilistic models for some intelligence and attainment tests. Chicago: University of Chicago Press.
go back to reference Rosseel, Y. (2012). {lavaan}: an {R} package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36.CrossRef Rosseel, Y. (2012). {lavaan}: an {R} package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36.CrossRef
go back to reference Triandis, H. C. (1995). Individualism and collectivism. Boulder: Westview Press. Triandis, H. C. (1995). Individualism and collectivism. Boulder: Westview Press.
go back to reference Tucker, L. (1951). A method for synthesis of factor analysis studies. Washington, DC: Department of the Army. Tucker, L. (1951). A method for synthesis of factor analysis studies. Washington, DC: Department of the Army.
go back to reference Wilson, J. (2014). Mindful America: the mutual transformation of Buddhist meditation and American culture. Oxford: Oxford University Press.CrossRef Wilson, J. (2014). Mindful America: the mutual transformation of Buddhist meditation and American culture. Oxford: Oxford University Press.CrossRef
go back to reference Wong, S. Y., Zhang, D., Li, C. C., Yip, B. H., Chan, D. C., Ling, Y., Lo, C. S., Woo, D. M., Sun, Y., Ma, H., Mak, W. W., Gao, T., Lee, T. M., & Wing, Y. (2017). Comparing the effects of mindfulness-based cognitive therapy and sleep psycho-education with exercise on chronic insomnia: a randomised controlled trial. Psychotherapy and Psychosomatics, 86(4), 241–253. https://doi.org/10.1159/000470847.CrossRefPubMed Wong, S. Y., Zhang, D., Li, C. C., Yip, B. H., Chan, D. C., Ling, Y., Lo, C. S., Woo, D. M., Sun, Y., Ma, H., Mak, W. W., Gao, T., Lee, T. M., & Wing, Y. (2017). Comparing the effects of mindfulness-based cognitive therapy and sleep psycho-education with exercise on chronic insomnia: a randomised controlled trial. Psychotherapy and Psychosomatics, 86(4), 241–253. https://​doi.​org/​10.​1159/​000470847.CrossRefPubMed
Metagegevens
Titel
The Cross-cultural Validity of the Five-Facet Mindfulness Questionnaire Across 16 Countries
Auteurs
Johannes A. Karl
Silvia Mariela Méndez Prado
Asmir Gračanin
Paul Verhaeghen
Alexandre Ramos
Satchit Prasun Mandal
Johannes Michalak
Chun-Qing Zhang
Carlos Schmidt
Ulrich S. Tran
Elena Druica
Stian Solem
Andreea Astani
Xinghua Liu
Juan V. Luciano
Mladenka Tkalčić
Josefine L. Lilja
Ingrid Dundas
Samuel Y. S. Wong
Ronald Fischer
Publicatiedatum
27-03-2020
Uitgeverij
Springer US
Gepubliceerd in
Mindfulness / Uitgave 5/2020
Print ISSN: 1868-8527
Elektronisch ISSN: 1868-8535
DOI
https://doi.org/10.1007/s12671-020-01333-6

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