Use of university students' educational data for learning analytics has spurred a debate about whether and how to provide students with agency regarding data collection and use. A concern is that students opting out of learning analytics may skew predictive models, in particular if certain student populations disproportionately opt out and biases…

The article seeks to refine two central concepts in scholarly accounts of national policy responses to international data: 'selectivity' and 'instrumentalisation'. It does so by broadening, firstly, the empirical focus of research to include forms of international data other than the performance data of global learning metrics and international…

The global COVID-19 pandemic has severely hit the lives of the people of Nepal. The country witnessed two phases of lockdown over 10 months from March 2020 until August 2021. I completed my PhD data collection in Nepal through February to April 2021, when the pandemic's risk was naturally lowered. My research explores local value systems of…

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 author of this article describes a new undergraduate course where students use Python programming for macroeconomic data analysis and modeling. Students develop basic familiarity with dynamic optimization and simulating linear dynamic models, basic stochastic processes, real business cycle models, and New Keynesian business cycle models.…

In the last decade education has experienced a shift from privatization to commercialization. This paper argues that the commercialization of education has evolved more recently as a result of artificially intelligent corporate players, enabling forms of insights sales called 'Dark Advertising'. It unpacks how Dark Advertising are profiting from…

Recently, there has been a demand for increased educational technology usage in the university classroom, despite expanded access and implementation there has been little attention paid to student data privacy concerns. Our work is one institution's response to addressing the data privacy gap by creating a comprehensive review process for…

Schools that employ evidence-based multi-tiered system of supports (MTSS) frameworks, like Positive Behavioral Interventions and Supports (PBIS), invest in core system, data, and practice features to support students, families, and educators. A strong framework enables settings to enhance and adjust their implementation to meet the needs of all…

To promote understanding of and interest in working with data among diverse student populations, we developed and studied a high school mathematics curriculum module that examines income inequality in the United States. Designed as a multi-week set of applied data investigations, the module supports student analyses of income inequality using U.S.…

Recent racial injustice has prompted school counselors to reexamine how their practices contribute to injustice. Many school counselors seek to engage in antiracism and advocacy. Multitiered systems of support (MTSS) strategies include data utilization, systemic collaboration, and multilevel practices within a school building. This article…

The purpose of the study is to enumerate the representations in high school geometry, to narrow the focus to the most common ones, and to describe how the common representations are coordinated. To achieve this purpose, I analyzed several sections of a popular geometry textbook using thematic analysis, semiotics, and a pragmatic approach to…

Mental health organizations that serve youth are under pressure to adopt measurement-based care (MBC), defined as the continuous collection of client-report data used to support clinical decision making as part of standard care. However, few frameworks exist to help leadership ascertain how to select an MBC approach for a clinical setting. This…

This report examines out-of-school suspension data from the Civil Rights Data Collection (CRDC) from the 2011-12 school year through 2017-18, tracking trends over time and differences in suspension rates of students based on their race and ethnicity, school level, and disability status. Data is presented at national and state levels, and because…

Across the United States performance expectations of principal supervisors are shifting from a focus on compliance to a focus on instructional leadership development. The problem addressed in this study was that principal supervisors were applying feedback and coaching approaches inconsistently as they addressed school principals' growth as…

The positions of the school board and superintendent have been in place for years and in that time not only have the dynamics of education changed, but the societal structures have also evolved. This quantitative study examined the relationships that exist between the school board's engagement in training and professional development and their…