Open science has become an important part of contemporary science, and some open science practices (such as data sharing) have been prominent aspects of Educational Data Mining (EDM) since the start of the field. There have been recent pushes for EDM to more fully embrace the range of open science practices that are seen in other fields. In this…

The Nebraska Statewide Workforce & Educational Reporting System (NSWERS) is a state longitudinal data system (SLDS) that coordinates data sharing, processing, and dissemination efforts across the Nebraska public school systems, Nebraska community colleges, the University of Nebraska system, the Nebraska Department of Labor, and other statewide…

The efficacy of health professions education (HPE) is more and more reliant on leveraging new technologies as they emerge. The nascent "Web 3.0" is shifting us away from traditional centralized architectures for capture and storage of information, and aims to decentralize and distribute it. Blockchain has received a large amount of…

Undergraduate research experiences are key to preparing STEM students for a range of careers and graduate programs, and to impacting retention in STEM. Providing undergraduate research experiences can be challenging for institutions due to the high cost associated with equipment and reagents, lab space, and research mentors. In this study, we…

It is widely assumed that researchers must normally secure informed consent from participants if research is to be ethical. But what exactly are people being asked to consent to? Most obviously, it is to supplying, or providing access to, data; but are they also agreeing that this data can be used in any way relevant to the research, or do they…

Secondary data analysis can benefit researchers of advanced academics by providing large sample sizes and a variety of data on multiple topics. However, using secondary data comes with unique challenges. This article will outline how gifted education researchers can find, access, and use secondary data. Data are available on children from birth to…

Across diverse sectors of the economy, standardized processes and shared tools have allowed professionals to manage complexity at enormous scale. Too often, schools lack the kind of access to timely information and predictable processes that are taken for granted in other work settings, especially when considering what happens in educators' direct…

This report represents another installment in our Learning and Employment Records (LERs) series, where we explored the unique challenges and opportunities that learners encounter when familiarizing themselves with LER technology. As the paradigm shifts towards skills-based hiring and career advancement gains momentum, it becomes imperative for…

Public data and accountability are key to an inclusive economic recovery. We need data on how different workers and businesses are faring in the recovery, so we can hold policymakers accountable to equitable outcomes for those most impacted. Disparities and inequities in skills training programs can only be eliminated if there is high-quality…

Determining whether a state's young people are on track for a life of opportunity is a difficult task for governors and state leaders. States can be both awash in data and unable to easily access and use that data to inform policy. State longitudinal data systems that meaningfully connect workforce, higher education, K-12, and early childhood…

In 1974, Congress passed legislation known as the "Family Educational Rights and Privacy Act" or FERPA, in response to "the growing evidence of the abuse of student records across the nation." The law was written to protect the confidentiality of information held in a student's records. With the introduction of technology in…

"The Virginia Plan for Higher Education" articulates the objective that the Commonwealth will be the best-educated state by 2030. To achieve this objective, Virginia not only must increase educational-attainment rates, but also close the gaps in the differing rates of attainment that exist across its population and its regions. The…

States invest heavily in education, providing funding either directly or in the form of financial aid from preschool through college, with positive outcomes from those impacting nearly every other area of public policy, particularly the workforce. To understand and assess results, states collect and analyze information about these investments at…

While college costs have risen significantly in the past few decades, some of those cost increases can be partially mitigated by financial aid for low-income families. But many low- and moderate-income families vastly overestimate the cost of college, leading them to assume that enrolling their children in college, particularly a four-year school,…

California has long been a national and global leader in developing and maintaining quality higher education options, as well as in providing financial aid and consumer protections for Californians who access that education. However, although California's colleges and the state government do collect, receive, and report a great deal of data, these…