Hubert's multi-rater kappa revisited

There is a frequent need to measure the degree of agreement among R observers who independently classify n subjects within K nominal or ordinal categories. The most popular methods are usually kappa-type measurements. When R = 2, Cohen's kappa coefficient (weighted or not) is well known. When defined in the ordinal case while assuming quadratic weights, Cohen's kappa has the advantage of coinciding with the intraclass and concordance correlation coefficients. When R > 2, there are more discrepancies because the definition of the kappa coefficient depends on how the phrase ‘an agreement has occurred’ is interpreted. In this paper, Hubert's interpretation, that ‘an agreement occurs if and only if all raters agree on the categorization of an object’, is used, which leads to Hubert's (nominal) and Schuster and Smith's (ordinal) kappa coefficients. Formulae for the large-sample variances for the estimators of all these coefficients are given, allowing the latter to illustrate the different ways of carrying out inference and, with the use of simulation, to select the optimal procedure. In addition, it is shown that Schuster and Smith's kappa coefficient coincides with the intraclass and concordance correlation coefficients if the first coefficient is also defined assuming quadratic weights.     

Sympathy as knowledge of the other in need: An investigation into the roles of need for closure and the moral foundations on sympathy toward immigrants

Although sympathy is a powerful other-focused motivation, not all individuals will experience sympathy when it is appropriate. Immigrants, as a disadvantaged out-group, are especially in need of sympathy and, given the tensions of the immigration debate, are at-risk for low sympathy. Indeed, past research has found that sympathy is less likely to be experienced toward disliked out-groups. In the current research, we investigated the role of need for closure (NFC), or the general desire for epistemic certainty, on the experience of sympathy toward immigrants in Italy, a nation where the immigration debate is becoming increasingly fractious. Consistent with past research on the roles of NFC and the binding moral foundations (i.e., a concern for the well-being of groups) on prejudice toward out-groups, we propose that individuals with a high NFC, and who endorsed the binding moral foundations (i.e., a concern for the well-being of groups), would be particularly likely to have decreased sympathy toward immigrants in Italy. In line with past research and our hypotheses, in three studies we found that the binding foundations mediated the NFC effect on decreased sympathy toward immigrants in Italy. Conceptually, these individuals can strongly adopt traditional cultural norms as a way to acquire stable knowledge; this can make sympathy toward immigrants less likely, as they both stand outside “traditional” morality, as well can threaten the stability of natives’ knowledge.     

Effect of autonomy support and dialogic learning on school children’s physical activity and sport

This study applies an intervention based on autonomy support through dialogic learning to examine effects on motivation and the promotion of physical activity and sport involvement during schoolchildren’s leisure time. One hundred and two primary school students, aged 11–13 years, participated (M = 10.93, SD = 0.75). The sample was divided into two groups: an experimental group (49 students) and a control group (53 students). A quasi-experimental study was conducted in physical education classes over the course of 9 months. Assessments of autonomy support from teachers, family, and peers; basic psychological needs; self-determined motivation in physical education and during leisure time; planned behavior variables; physical activity intention; and estimated and actual physical exercise behavior time were included in the model. Following the intervention, the results revealed that greater autonomy support by the teacher, the family and peers, satisfaction of the basic psychological needs, self-determined motivation during physical education class and during free time, greater perceived control, favorable attitude and intention to engage in physical activity contributed to the explanation of student physical activity involvement. These results suggest that when students receive extensive social support from diverse social agents that essential precursors to physical activity are strengthened and contribute to increased motivation and actual physical activity involvement. Efforts to promote effective communications with students and other pedagogical efforts, such as providing dialogic learning opportunities, should be considered in order to strengthen physical activity motivation and involvement in students.