Testing Measurement Invariance of the Moral Foundations Questionnaire Across 27 Countries

First Published December 31, 2018 Research Article Find in PubMed

Authors

1
 
University of Oregon, Eugene, OR, USA

by this author
, 1
 
University of Oregon, Eugene, OR, USA
by this author
First Published Online: December 31, 2018

It has become clear that there are multiple “moralities”: diverse bases that guide people’s judgments of right and wrong. The widely known Moral Foundations Theory stipulates that there are at least five such moralities, measurable via questionnaire, and tends to assume that these distinct foundations are rooted deep in humanity’s evolutionary past. Were this true, we should find that the structure of five foundations is cross-culturally generalizable. Such assumptions are best tested in a diverse range of global populations with no built-in Western bias. Here, we test the measurement invariance of the short-form Moral Foundations Questionnaire across 27 countries spanning the five largest continents. We find that it is difficult to specify Moral Foundations Questionnaire items in a quantitative five-factor model that will converge nonproblematically across a wide variety of populations.

Bou Malham, P., Saucier, G. (2014). Measurement invariance of social axioms in 23 countries. Journal of Cross-Cultural Psychology, 45, 1046-1060.
Google Scholar | SAGE Journals | ISI
Central Intelligence Agency . (2012). The world factbook. Retrieved from https://www.cia.gov/library/publications/the-world-factbook/rankorder/2119rank.html
Google Scholar
Davies, C., Sibley, C., Liu, J. (2014). Confirmatory factor analysis of the Moral Foundations Questionnaire: Independent scale validation in a New Zealand sample. Social Psychology, 45, 431-436.
Google Scholar | Crossref
Davis, D. E., Rice, K., Van Tongeren, D. R., Hook, J. N., DeBlaere, C., Worthington, E. L., Choe, E. (2016). The moral foundations hypothesis does not replicate well in Black samples. Journal of Personality and Social Psychology, 110(4), e23.
Google Scholar | Crossref | Medline
Gilligan, C. (1977). In a different voice: Women’s conceptions of the self and morality. Harvard Educational Review, 47, 481-517.
Google Scholar | Crossref | ISI
Graham, J., Haidt, J., Koleva, S., Motyl, M., Iyer, R., Wojcik, S., Ditto, P. (2013). Moral foundations theory: The pragmatic validity of moral pluralism. Advances in Experimental Social Psychology, 47, 55-130.
Google Scholar | Crossref | ISI
Graham, J., Nosek, B., Haidt, J., Iyer, R., Koleva, S., Ditto, P. (2011). Mapping the moral domain. Journal of Personality and Social Psychology, 101, 366-385.
Google Scholar | Crossref | Medline | ISI
Haidt, J., Graham, J. (2009). Planet of the Durkheimians, where community, authority, and sacredness are foundations of morality. In Jost, J., Kay, A. C., Thorisdottir, H. (Eds.), Social and psychological bases of ideology and system justification (pp. 371-401). New York, NY: Oxford University Press.
Google Scholar | Crossref
Haidt, J., Joseph, C. (2007). The moral mind: How 5 sets of innate intuitions guide the development of many culture-specific virtues, and perhaps even modules. In Carruthers, P., Laurence, S., Stich, S. (Eds.), The innate mind: Vol. 3. Foundations and the future (3rd ed., pp. 367-391). New York, NY: Oxford University Press.
Google Scholar
Henrich, J., Heine, S., Norenzayan, A. (2010). The weirdest people in the world. Behavioral and Brain Sciences, 33, 61-83.
Google Scholar | Crossref | Medline | ISI
Hu, L., Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55.
Google Scholar | Crossref | ISI
Kohlberg, L. (1971). From is to ought: How to commit the naturalistic fallacy and get away with it in the study of moral development. In Mischel, L. (Ed.), Cognitive development and epistemology (pp. 151-284). New York, NY: Academic Press.
Google Scholar | Crossref
Leung, K., Bond, M. H., de Carrasquel, S. R., Muñoz, C., Hernández, M., Murakami, F., . . . Singelis, T. M. (2002). Social axioms: The search for universal dimensions of general beliefs about how the world functions. Journal of Cross-Cultural Psychology, 33, 286-302.
Google Scholar | SAGE Journals | ISI
Métayer, S., Pahlavan, F. (2014). Validation of the Moral Foundations Questionnaire in French. Revue Internationale de Psychologie Sociale, 27, 79-107.
Google Scholar
Muthén, L. K., Muthén, B. O. (2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
Google Scholar
Nilsson, A., Erlandsson, A. (2015). The Moral Foundations taxonomy: Structural validity and relation to political ideology in Sweden. Personality and Individual Differences, 76, 28-32.
Google Scholar | Crossref
Saucier, G., Kenner, J., Iurino, K., Bou Malham, P., Chen, Z., Thalmayer, A. G., . . . Altschul, C. Cross-cultural differences in a global “Survey of World Views.” (2015). Journal of Cross-Cultural Psychology, 46, 53-70.
Google Scholar | SAGE Journals | ISI
Shweder, R., Much, N., Mahapatra, M., Park, L. (1997). The big three of morality (autonomy, community, and divinity), and the “big three” explanations of suffering. In Brandit, A., Rozin, P. (Eds.), Morality and health (pp. 119-169). New York, NY: Routledge.
Google Scholar
Thalmayer, A., Saucier, G. (2014). The Questionnaire Big Six in 26 nations: Developing cross-culturally applicable Big Six, Big Five, and Big Two Inventories. European Journal of Personality, 28, 482-496. doi:10.1002/per.1969
Google Scholar | SAGE Journals | ISI
Van Leeuwen, F., Park, J. H., Koenig, B. L., Graham, J. (2012). Regional variation in pathogen prevalence predicts endorsement of group-focused moral concerns. Evolution and Human Behavior, 33, 429-437.
Google Scholar | Crossref | ISI
Wiggins, J. S. (1973). Personality and prediction: Principles of personality assessment. Reading, MA: Addison-Wesley.
Google Scholar
Yilmaz, O., Harma, M., Bahçekapili, H. G., Cesur, S. (2016). Validation of the moral foundations questionnaire in Turkey and its relation to cultural schemas of individualism and collectivism. Personality and Individual Differences, 99, 149-154.
Google Scholar | Crossref

Access content

To read the fulltext, please use one of the options below to sign in or purchase access.
  • Access Options

    My Account

    Welcome
    You do not have access to this content.

    Chinese Institutions / 中国用户

    Click the button below for the full-text content

    请点击以下获取该全文

    Institutional Login

    Purchase Content

    24 hours online access to download content

    Added to Cart

    Cart is full

    There is currently no price available for this item in your region.

    Research off-campus without worrying about access issues. Find out about Lean Library here


Purchase

ASM-article-ppv for GBP29.00
ASM-article-ppv for $37.50
Single Issue 24 hour E-access for GBP154.79
Single Issue 24 hour E-access for $198.44