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…

The Education Insights Center produced a series of reports culminating in recommendations for the structure and governance of a preschool through higher education and into the workforce (known as a P20W data system). This brief follows up on that series, with a focus on data quality; the brief was informed by the author's experience using…

Data quality has become a pressing issue for many campuses in recent years, as colleges struggle to extract timely, accurate, and consistent information from ever-proliferating institutional data sources in order to meet strategic decision-making and accountability demands. In this mixed methods study, a survey and semi-structured interviews were…

To whom should higher education institutions provide data, and what is the impact of transparency on institutions?

A long overdue, much needed transformation is underway in the higher education system. It started a decade ago, when federal and state policy­makers first began to collect data on what students earn after pursuing a postsecondary education. But new data are fundamentally differ­ent. Unlike broad-based national statistics, such as how much someone…

The contemporary English policy discourse in higher education of "Putting Students at the Heart of the System" has led to an increasing use of managing by performance "smart-data" reinforcing a consumer-led representation of students as "partners" in the "business of learning" within the academy. This…

Talk about analytics seems to be everywhere. Everyone is talking about analytics. Yet even with all the talk, many in higher education have questions about--and objections to--using analytics in colleges and universities. In this article, the author explores the use of analytics in, and all around, higher education. (Contains 1 note.)

As educational attainment grows increasingly more essential to individual and societal prosperity and simultaneously more expensive, policymakers' appetite for evidence of the return on the investment in a college education has swelled and they increasingly want to equip prospective college students and their families with concrete information…

Over the past decade, the federal investment in higher education has grown, the public demand for a postsecondary degree has risen, and skepticism about the value and meaning of the degree has increased. This confluence has prompted a more intense federal interest in having clear and comparable information about colleges and universities available…

Accountability in the private and public sectors of society has received significant attention in both research and practice, partly because of its importance, but also because it is challenging to define, measure and implement. The nature of accountability is complex, ambiguous and highly context-dependent. As related to postsecondary education…

As community colleges receive attention focused on their role in addressing postsecondary needs, they are subject to varying levels of accountability, which necessitates the development of strategic approaches to leading institutions. Burke (2005) recognizes three accountability perspectives that higher education institutions must consider:…

Accountability pressures in higher education are not new; they are part of an enduring public policy discourse about the costs and benefits, both individual and social, of higher education. What is relatively new, however, is the prominent place that issues of accountability now occupy on the nation's higher education agenda. There is an important…

Our current educational environment is subject to persistent calls for accountability, evidence-based practice, and data use for improvement, which largely take the form of performance metrics (PMs). This rapid proliferation of PMs has profoundly influenced the ways in which scholars and practitioners think about their own practices and the larger…

The strength of leaders' identification with education accountability language framed by Conceptual Metaphor (Lakoff & Johnson, 2002) was evaluated across California PreK-12 and Higher Education groups. Survey and short-answer data from 549 California college deans, college presidents, PreK-12 superintendents, and PreK-12 school principals…

As educators, government officials, and foundations leaders have embraced the agenda of dramatically increasing college success and credential completion, they have come to understand the need for better data on student outcomes to guide the improvement efforts of institutions, systems, and states. The data on degree completion and other final…