Key dimension of fairness in the literature review by discipline (n=213)
Research field | Fairness dimension | Specific attribute | Volume of articles by specific attributes |
Computational sciences (n=68) | Transparency Impartiality Inclusion | Interpretability/explainability Accountability Provenance Implementation Completeness Patient and family engagement | + + + + + + + + + + + + + |
Medicine (n=43) | Transparency Impartiality Inclusion | Interpretability/explainability Accountability Provenance Implementation Completeness Patient and family engagement | + + + + + + + + + + + + + + + |
Social sciences (n=73) | Transparency Impartiality Inclusion | Interpretability/explainability Accountability Provenance Implementation Completeness Patient and family engagement | + + + + + + + + + + + + + + + + + + |
Interdisciplinary research teams (n=29) | Transparency Impartiality Inclusion | Interpretability/explainability Accountability Provenance Implementation Completeness Patient and family engagement | + + + + + + + + + + + + + + |
++++The majority of the literature reviewed in this field.
+++Several peer reviewed articles (five or more).
++A small number of peer reviewed articles (less than five).
+Little or no known literature (two or less).