Schooling in Australia has become subject to increased processes of data-based governance. This article draws upon the insights of an experienced teacher, 'Meriam', who, having taught more than 34-years over almost a 50-year span, reflected upon the nature of such changes. Utilising theorising in relation to datafication processes and…

We live in a data-driven world. The voluminous scale of data gathered can lead to diminished consciousness of ethics whilst economic interests are prioritised. Across recent decades education has come to be heavily data driven and datafied. We have witnessed the dehumanising and increased labour impacts of school datafication. In search for…

Speculative reform jumps the gun on notions of data-driven reform, requiring administrators to anticipate and act to ensure problems (and the data that would show them) do not materialize. Speculative reforms are incapable of delivering the outcomes they promise, as they are fueled by a fear of the future that their reforms do not extinguish. In…

In June 2019, Minnesota State set a critical goal: By 2030, eliminate the educational equity gaps at each of the 30 colleges and 7 universities that comprise the system. To achieve the goal of Equity 2030, and empower actors at every level of Minnesota State, system and campus leaders need to fully embrace data democratization. Without access to…

In April 2022, HB22-1255, "Concerning Measures to Improve Postsecondary Education Outcomes for Students with Disabilities" was signed into law by Governor Jared Polis. This is the first statewide report to include data on students with disabilities (SWDs). Colorado colleges and universities needed to develop processes and procedures to…

The level of information technology is increasing, and technology is developed. University English teaching has also changed under its influence. Different from the traditional teaching in the past, more and more students adopt the mode of "Internet + Smartphone" to learn English. This paper proposes a teaching mode evaluation method in…

This paper investigates changes in the promissory visions articulated in education reforms around the world. We use structural topic modeling to inductively analyze the content of 9,268 reforms from 215 countries and territories during the period 1970-2018 using the World Education Reform Database. Our findings reveal a decline in traditional…

When writing about transformation in higher education (HE) in South Africa, it is quite popular to mention the fall of apartheid, and perhaps also 1994, as a starting point for significant change. I, myself, have made this mistake (see Bernard, 2015). However, the recent #FeesMustFall protests highlighted that many approaches to transformation…

The University of Wisconsin-La Crosse (UWL), as a public comprehensive regional university of approximately 10,500 students, utilized National Survey of Student Engagement (NSSE) data regarding advising to jumpstart several key advancements that have yielded positive improvements as indicated in the most recent NSSE assessment data. Despite strong…

The System Transformation for Equitable Preschools (STEP Forward with Data) Framework was developed to help preschool systems leaders understand where in the preschool system there may be inequities in how children and families are accessing, being supported by, and experiencing the system. The Framework offers preschool systems leaders a pathway…

Inspired by the SAGE 2YC project, we, the authors, examined course outcome data by demographics, which led to engagement of faculty across campus. Although our introductory-level geology course had one of the highest "C or better" rates in the institution, when we examined course success by demographics, significant racial inequities…

The rapid development of big data technology has attracted a variety of sectors, including tertiary education. The purpose of this paper is to construct a precision teaching mode based on big data technology in order to improve teaching quality and further promote education and teaching reform. The proposed mode, based on the theory of precision…

The Aurora Institute has released state policy recommendations to enable our education system to transition from an industrial age "one-size-fits-all" model, to a future-focused model that supports education innovation, student agency, builds knowledge, and prioritizes mastery of skills and knowledge over seat time. The six identified…

This qualitative case study was conducted to understand the experiences of Ten faculty participants at a private, not for profit, 4-year degree granting, high research institution located in the Northeast, who needed to change from in person instruction to remote teaching due to COVID-19 during Spring 2020, as they prepared to protect student…

This work studied an institution's experiences with acceleration and placement reform in English coursework as changes in these measures affected student persistence, completion, and subject mastery in English composition. Through assessing student learning outcomes after placement reform and acceleration, this study compared students' success…