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This paper explores the significance of schools' data infrastructures as a site of institutional power and (re)configuration. Using 'infrastructure studies' as a theoretical framework and drawing on in-depth studies of three contrasting Australian secondary schools, the paper takes a holistic look at schools' data infrastructures. In contrast to the notion of the 'platformatised' school, the paper details the ad hoc and compromised ways that these school data infrastructures have developed -- highlighting a number of underlying sociotechnical conditions that lead to an ongoing process of data infrastructuring. These include issues of limited technical interoperability and differences between educational requirements and commercially-led designs. Also apparent is the disjuncture between the imagined benefits of institutional data use and the ongoing maintenance and repair required to make the infrastructures function. Taking an institutional perspective, the paper explores why digital technologies continue to complicate (rather than simplify) school processes and practices.

This paper considers the subjectivation of students in light of the increasing amounts of digital data that are now being produced within schools. Taking a lead from critical data studies and the sociology of numbers, the paper draws on staff interviews in three Australian secondary schools to explore the various types of student data being generated, and the forms of student subjectivities that result. In particular, the paper contrasts the 'holistic' possibilities that some school leaders and administrators ascribe to data in terms of expanding the capacity to 'know' students, against the limited ways that data is actually being used within the schools. Most notably, the paper details how digital data appears to be configured within schools' official data procedures and practices to build student subjectivities and position students in narrow terms of performance and attendance. The paper also highlights how teachers make practical use of these limited data 'profiles' in a relational manner -- as a way of stimulating dialogue with students to know them better, rather than a source of precise calculation. In this sense, the paper considers how 'data' might be reframed in educational discourse as a practical starting-point for teacher inquiry and professional judgment rather than an imagined source of all-encompassing knowledge.

This paper explores the significance of schools' data infrastructures as a site of institutional power and (re)configuration. Using 'infrastructure studies' as a theoretical framework and drawing on in-depth studies of three contrasting Australian secondary schools, the paper takes a holistic look at schools' data infrastructures. In contrast to the notion of the 'platformatised' school, the paper details the ad hoc and compromised ways that these school data infrastructures have developed – highlighting a number of underlying sociotechnical conditions that lead to an ongoing process of data infrastructuring. These include issues of limited technical interoperability and differences between educational requirements and commercially-led designs. Also apparent is the disjuncture between the imagined benefits of institutional data use and the ongoing maintenance and repair required to make the infrastructures function. Taking an institutional perspective, the paper explores why digital technologies continue to complicate (rather than simplify) school processes and practices. [ABSTRACT FROM AUTHOR]

Contemporary schooling is seen to be altering significantly in light of a combined 'digitisation' and 'datafication' of key processes. This paper examines the nature and conditions of the datafied school by exploring how a relatively prosaic and longstanding school metric (student attendance data) is being produced and used in digital form. Drawing on empirical data taken from in-depth qualitative studies in three contrasting Australian secondary schools, the paper considers 'anticipatory', 'analytical' and 'administrative' aspects of how digitally-mediated attendance data is produced, used and imagined by school staff. Our findings foreground a number of constraints, compromises and inconsistencies that are usually glossed-over in enthusiasms for 'data-driven' education. It is argued that these findings highlight the messy realities of schools' current relationships with digital data, and the broader logics of school datafications. [ABSTRACT FROM AUTHOR]