Data-informed decision-making in teachers' practice, now recommended by different teacher inquiry models and policy documents, implies deep practice change for many teachers. However, not much is known about how teachers perceive the different steps that analytics-informed teacher inquiry entails. This paper presents the results of a study into…

Does empirical evidence or ideology most influence homeschooling policy? It depends. Where empirical research and social experience abound, regulations seem less restrictive but where there is less data or experience policies seem more restrictive and ideologically driven. By comparing Europe and the United States with a look at South Africa,…

There are marked racial and ethnic disparities in diagnosis and services for individuals on the autism spectrum, yet race and ethnicity are underreported and underexamined in autism research. The current study examines the reporting of race and ethnicity and the inclusion of participants across racial and ethnic groups in studies included in a…

Despite increasing pressure for policy and practice to adopt a more evidence-based approach, transferring evidence into use remains a stubborn challenge. This is largely due to a number of researcher-derived and user-derived barriers at play within institutions, organisations and systems that constrain active engagement with evidence. This paper…

International large-scale assessments such as PISA or PIAAC have started to provide public or scientific use files for log data; that is, events, event-related attributes and timestamps of test-takers' interactions with the assessment system. Log data and the process indicators derived from it can be used for many purposes. However, the intended…

This chapter describes how any campus can use collaborative professional integration and three "data buckets" (pre-college, during-college, and post-college buckets) to disaggregate assessment evidence, interpret findings contextually, and focus attention on realistic actions to improve student performance in the areas of leverage over…

Asian American and Pacific Islander (AAPI) communities are growing at a faster rate than any other racial group in the United States. The opportunity to address significant inequities impacting this community is hiding in our country's postsecondary data. Collections of data at the U.S. Department of Education and our institutions of higher…

Reading proficiency is fundamental to school success. However, up to 50% of students with reading disabilities are not making adequate progress. Students who demonstrate persistent and severe reading difficulties require increasingly intensive instruction individualized to meet their instructional needs Individualizing instruction with…

The increasing datafication of teachers' work and schooling practices as evidenced through various metrics of student testing and school improvement measures have continued to grow unabated across many OECD Countries. Such practices have been fuelled by global competition for league tables such as the Programme for International Student Assessment…

In the final month of 2024, a Newsweek article celebrated an apparent victory in the Lone Star State: "Texas' Teachers Are More Diverse Than California's." In Washington, D.C., the press was slightly more subdued, but still proud: "Teacher diversity is slowing down, but D.C, offers a bright spot." These and many other headlines…

Recent research on implementation and effects demonstrates the important difference comprehensive and aligned principal pipelines can make in districts and schools. The implementation studies analyzed in depth how school districts can strategically put in place policies, processes, and infrastructures to strengthen school leadership. Research on…

This case study evaluated the impact of science, technology, engineering, and mathematics initiatives in improving educational outcomes in the United Kingdom. Using secondary data in the form of official datasets approved by the national pupil database, Year 7 cohort was longitudinally followed from the beginning of Key Stage 3 till the end of Key…

Despite wanting to make data-informed decisions, the educational system is experiencing the common problem of being data rich yet information poor. Educators have data, often a plethora of data; however, the system struggles to turn that data into effective action. Rising out of information poverty requires three shifts. First, the educational…

Purpose: The purpose of this article is to examine the data conversation moves enacted by leaders and to bridge organizational leadership for equity and data-informed decision making to practice. I argue that data discussion moves with the purpose of improving equity and learning must reflect core tenets of organizational leadership for…

An increasingly complex and demanding research landscape has seen university libraries rapidly evolve their services. While research data management, bibliometrics, and research impact services have predominantly featured in the literature to date, the full scope of support libraries are currently providing to their institutions is unknown. This…