Empowering learners with personalised learning approaches? Agency,equity and transparency in the context of learning analytics

Abstract

The emergence of personalised data technologies such as learning analytics is framed as a solution to manage the needs of higher education student populations that are growing ever more diverse and larger in size. However, the current approach to learning analytics presents tensions between increasing student agency in making learning-related decisions and ‘datafying’ students in the process of collecting, analysing and interpreting data. This article presents a study that explores staff and student experience of agency, equity and transparency in existing data practices and expectations towards learning analytics in a UK university. The results show a number of intertwined factors that have contributed to the tensions between enhancing a learner’s control of their studies and, at the same time, diminishing their autonomy as an active agent in the process of learning analytics. This article argues that learner empowerment should not be automatically assumed to have taken place as part of the adoption of learning analytics. Instead, the interwoven power relationships in a complex educational system and the interactions between humans and machines need to be taken into consideration when presenting learning analytics as an equitable process to enhance student agency and educational equity.     

Emotional Behavior Problems,Parent Emotion Socialization,and Gender as Determinants of Teacher–Child Closeness

Research Findings: Drawing from a diverse community sample of 89 children, ages 4–6, their primary caregivers and teachers, this study examined the interplay of child emotional behavior problems, parent emotion socialization practices, and gender in predicting teacher-child closeness. Teachers reported on perceptions of closeness with children. Parents and teachers reported on children’s emotional behavior problems, as indexed by overanxious behavior, overt, and relational aggression. Regression models revealed that higher relational aggression related to closer teacher-child relationships for all children of parents who employed minimization as an emotion socialization practice. Similarly, higher overt aggression related to closer teacher-child relationships for girls who experienced parent minimization. An analogous pattern of results emerged, such that lower parent emotional support buffered girls against the negative effects of higher relational aggression on teacher-child closeness, whereas higher parent emotional support related to lower levels of closeness for these girls. These findings contradict prior research linking supportive emotion socialization practices (e.g., empathy, comforting) to socioemotional competence and unsupportive practices (e.g., minimization, punishment) to poor school adjustment. Practice or Policy: Findings have implications for improving children’s classroom experience by identifying parent emotion socialization and gender as contexts for understanding child emotional behavior problems in relation to teacher-child closeness.     

The stimulus-response overshadowing phenomenon with VI versus FI schedules of reinforcement

Previous research has shown that response rates on a variable interval (VI) schedule of reinforcement decrease if a brief response-produced signal is given prior to reward. One explanation is that the signal overshadows the response because it is a better predictor of reinforcement. The S-R overshadowing effect does not occur with variable ratio (VR) schedules, however. Tarpy, Lea, and Midgley (1983) explained this fact by suggesting that the signal functions to enhance the salience of the temporal interval offset on the VI schedule (a characteristic not possessed by VR schedules), which then overshadows the response. In this experiment, the salience of the temporal interval was enhanced in another way: signaled or unsignaled reward was provided to rats responding on either a VI or fixed interval (FI) reward schedule. As predicted, rates were lowest for animals receiving signaled reinforcement on an FI schedule and highest for those receiving unsignaled reinforcement on a VI schedule.     

The influence of experience on pre-service and novice teachers – the Croatian perspective

This paper researches students’ and teacher trainees’ personal experience of student-centred teaching during their education in grades 1–4 of primary school. The questionnaire comprised 45 statements and was completed by 403 primary school teacher trainees and 535 students (future teachers) at Faculties of Teacher Education in Croatia. The research results show that students do not have sufficient prior experience that they could use as inspiration in their future teaching practice and that in the course of their education they were mainly exposed to traditional approach to teaching. The majority of teacher trainees are aware of the importance of student-centred teaching although they cannot fully give up the control of students and educational process. This research opens up the issue of a paradigm change within the teaching system and education in Croatia as well as the issue of changes within education and professional development of teachers.     

School-level facilitators of inclusive education: the case of Serbia

Relying on Bronfenbrenner’s ecological model, this paper attempts to identify school-level factors that contribute to effective implementation of inclusive education. We also explored how government policy, with emphasis on individual education plans, school teams, Roma assistants and inter-sectorial committees, is implemented at the school level. Qualitative data were collected from various informants (students, parents, teachers, school associates, Roma assistants and local community representatives) in five schools selected on the basis of regional distribution and success in supporting diverse student needs. Two core categories of school-level facilitators were generated: inclusive practices and inclusive culture. Within the first category, which refers to concrete actions and relationships in the school and local community, five themes emerged: individualisation and use of individual education plans; cooperation between teachers and school inclusive education expert team; cooperation with internal and external specialists; cooperation with parents, and cooperation with the local community. The second category, which reflects beliefs, values and implicit school norms, was further divided into five subcategories: willingness for life-long learning; proactive stance; sense of teamwork; sophisticated personal philosophies of development and learning; and acceptance of difference. We concluded that successful schools have developed into professional learning communities. Finally, recommendations for improving relevant practices were provided.     

Parental Identity and Its Relation to Parenting and Psychological Functioning in Middle Age

Objective. This article focuses on identity as a parent in relation to parenting and psychological functioning in middle age. Design. Drawn from the Jyväskylä Longitudinal Study of Personality and Social Development, 162 participants (53% females) with children (age 36), represented the Finnish age-cohort born in 1959. Parental identity was assessed at ages 36, 42, and 50. Results. In both women and men, parental identity achievement increased from age 36 to 42 and remained stable to 50. The level of parental identity achievement was higher in women than in men. Achievement was typical for women and foreclosure for men. Participants’ education, occupational status, and number of offspring were not related to parental identity status. As expected, parental identity achievement was associated with authoritative (indicated by higher nurturance and parental knowledge about the child’s activities) parenting style. No significant associations emerged between parental identity foreclosure and restrictiveness as an indicator of authoritarian parenting style. The diffused men outscored others in parental stress. Achieved parental identity was related to generativity in both genders and to higher psychological and social well-being in men. Conclusions. At present, many parenting programs are targeted to young parents. This study highlighted the importance of a later parenting phase at around age 40, when for many, the children are approaching puberty. Therefore, parenting programs and support should also be designed for middle-aged parents. Specifically men may need additional support for their active consideration and engagement in the fathering role.