Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire.
Moral foundations theory posits five moral foundations, however 5-factor models provide poor fit to the data. Here, in five studies, each with large samples (total N = 11,496), we construct and replicate a well-fitting model of the Moral Foundations Questionnaire (MFQ). In study 1 (N = 2,271) we tes...
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oai:doaj.org-article:aab83a65f19e4c0e8928c6225c7af0bc2021-12-02T20:13:33ZRemapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire.1932-620310.1371/journal.pone.0258910https://doaj.org/article/aab83a65f19e4c0e8928c6225c7af0bc2021-01-01T00:00:00Zhttps://doi.org/10.1371/journal.pone.0258910https://doaj.org/toc/1932-6203Moral foundations theory posits five moral foundations, however 5-factor models provide poor fit to the data. Here, in five studies, each with large samples (total N = 11,496), we construct and replicate a well-fitting model of the Moral Foundations Questionnaire (MFQ). In study 1 (N = 2,271) we tested previously theorised models, confirming none provide adequate fit. We then developed a well-fitting model of the MFQ. In this model, the fairness/reciprocity and harm/care foundations were preserved intact. The binding foundations, however, divided into five, rather than the original three foundations. Purity/sanctity split into independent foundations of purity and sanctity. Similarly, Ingroup/loyalty divided into independent factors of loyalty to clan and loyalty to country. Authority/respect was re-focussed on hierarchy, losing one item to the new sanctity foundation and another into loyalty to country. In addition to these 7 foundations, higher-level factors of binding and individualizing were supported, along with a general/acquiescence factor. Finally, a "moral tilt" factor corresponding to coordinated left-leaning vs. right-leaning moral patterns was supported. We validated the model in four additional studies, testing replication of the 7-foundation model in data including from US, Australia, and China (total N = 9,225). The model replicated with good fit found in all four samples. These findings demonstrate the first well-fitting replicable model of the MFQ. They also highlight the importance of modelling measurement structure, and reveal important additional foundations, and structure (binding, individualizing, tilt) above the foundations.Michael ZakharinTimothy C BatesPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 16, Iss 10, p e0258910 (2021) |
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Medicine R Science Q Michael Zakharin Timothy C Bates Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
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Moral foundations theory posits five moral foundations, however 5-factor models provide poor fit to the data. Here, in five studies, each with large samples (total N = 11,496), we construct and replicate a well-fitting model of the Moral Foundations Questionnaire (MFQ). In study 1 (N = 2,271) we tested previously theorised models, confirming none provide adequate fit. We then developed a well-fitting model of the MFQ. In this model, the fairness/reciprocity and harm/care foundations were preserved intact. The binding foundations, however, divided into five, rather than the original three foundations. Purity/sanctity split into independent foundations of purity and sanctity. Similarly, Ingroup/loyalty divided into independent factors of loyalty to clan and loyalty to country. Authority/respect was re-focussed on hierarchy, losing one item to the new sanctity foundation and another into loyalty to country. In addition to these 7 foundations, higher-level factors of binding and individualizing were supported, along with a general/acquiescence factor. Finally, a "moral tilt" factor corresponding to coordinated left-leaning vs. right-leaning moral patterns was supported. We validated the model in four additional studies, testing replication of the 7-foundation model in data including from US, Australia, and China (total N = 9,225). The model replicated with good fit found in all four samples. These findings demonstrate the first well-fitting replicable model of the MFQ. They also highlight the importance of modelling measurement structure, and reveal important additional foundations, and structure (binding, individualizing, tilt) above the foundations. |
format |
article |
author |
Michael Zakharin Timothy C Bates |
author_facet |
Michael Zakharin Timothy C Bates |
author_sort |
Michael Zakharin |
title |
Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
title_short |
Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
title_full |
Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
title_fullStr |
Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
title_full_unstemmed |
Remapping the foundations of morality: Well-fitting structural model of the Moral Foundations Questionnaire. |
title_sort |
remapping the foundations of morality: well-fitting structural model of the moral foundations questionnaire. |
publisher |
Public Library of Science (PLoS) |
publishDate |
2021 |
url |
https://doaj.org/article/aab83a65f19e4c0e8928c6225c7af0bc |
work_keys_str_mv |
AT michaelzakharin remappingthefoundationsofmoralitywellfittingstructuralmodelofthemoralfoundationsquestionnaire AT timothycbates remappingthefoundationsofmoralitywellfittingstructuralmodelofthemoralfoundationsquestionnaire |
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