Students generate internal feedback by comparing their current knowledge against some reference information. That information might be planned for by teachers -- usually as comments on students' performance -- although most information is accessed by students themselves during task engagement, from their interactions with others, with resources…

There are nearly one million credentials offered in the United States and approximately $1.9 trillion per year spent on education and training. Credential transparency enables stakeholders in learning and job ecosystems to explore and compare credentials in order to make better decisions about the best options for learning, advancement, and…

As institutions of higher education increasingly look to data as evidence to support planning, allocate resources, and inform teaching and pedagogy, ethical considerations regarding learning analytics have evolved from being on the margins to more central in the conversations surrounding institutional uses of student data. After outlining this…

This study examined the relationships between information-seeking behaviors (ISB) of Indonesian academic scientists and their individual and environmental factors in the open access era. A total of 335 scientists from Indonesia's three reputable universities in the field of natural sciences, environmental sciences, engineering, health sciences,…

Analysis of principles knowledge representation in information systems led to the necessity of improving the structuring knowledge. It is caused by the development of software component and new possibilities of information technologies. The article combines methodological aspects of structuring knowledge and effective usage of information…

When attempting to use data to inform practice and policy, the availability, accuracy and relevance of that data are paramount. This article maps the range of users interested in data relating to the UK widening participation (WP) agenda. It explores some challenges associated with identifying, defining, obtaining and using data to inform…

In this essay, disciplinary "convergence" is offered as a construct that references the blurring of disciplinary walls, academic borders and institutional divisions, a construct that can frame conversations about the role of disciplines in addressing today's student needs in higher education. Convergence as a construct allows for a…

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…

Governments recognise that careers guidance, underpinned by accurate labour market information, can help learners make post-secondary education choices that match their interests, aptitudes and abilities, and lead to rewarding employment. For this reason, they have invested in building linked education/employment information systems and other…

It is treated as a truism that teaching well requires "meeting students where they are". Data enable us to know better where that is. Data can improve instructional practice by informing predictions about which pedagogies will be most successful for which students, and it can improve advising practice by informing predictions about which…

The higher education sector today faces an environment unlike any it has seen before. Serving a wide variety of internal and external stakeholders and facing diverse and fast-changing economic, social, and political pressures, universities can benefit from corporate-like approaches such as the use of analytics to inform strategic decision-making…

Higher education insiders trumpet the use of results for improvement as the most important part of the assessment cycle. Yet, at the same time, we acknowledge the rarity of improvement, especially at a program level. What are some reasons the most important phase of assessment occurs so infrequently? To seek answers, we investigated the "Use…

In this article, the authors discuss the use of Federal Reserve Economic Data (FRED) statistics to teach the concept of price elasticity of demand in an introduction to economics course. By using real data in its computation, they argue that instructors can create a value-adding context for illustrating and applying a foundational concept in…

The Privacy Technical Assistance Center (PTAC) has received an increasing number of questions from postsecondary educational institutions (institutions) on the conditions under which federal student financial aid information may be used for program evaluation and research purposes. Numerous federal laws govern access to, disclosure of, and use of…

This brief provides guidance to decision makers in schools, districts, state education departments, and intermediary organizations about ways that cost analyses can help inform their decisions about program choices, budgets, and strategies. It addresses questions about: (1) why cost information matters in education; (2) what cost metrics are…