Despite increasing calls to build equitable data infrastructures, the education field has yet to have a shared guideline around equitable education data management and stewardship. To address this gap, we propose one framework from the data governance literature: the FAIR (Findable, Accessible, Interoperable, Reusable) data management principles…

Purpose: This paper establishes the attitude of Australian livestock farmers toward the use of mobile applications (apps) in farmer extension, training and on-farm decision making. It also determines levels of technology adoption of smartphones and agriculture app use, as well as identifies factors that may influence app adoption. Methodology: A…

This report provides actionable recommendations based on real-world case studies that libraries can apply to help make their own collaborations successful and sustainable. The report shares experiences from the Texas Data Repository, Portage Network, and Data Curation Network to illuminate the challenges, opportunities, and considerations of…

The OCLC Research report "Library Collaboration as a Strategic Choice: Evaluating Options for Acquiring Capacity" explores library collaboration as a key strategy for academic libraries in acquiring needed capacity, but also contextualizes it as one sourcing approach among a range of options available to libraries. The decision for…

In 2024, state legislators introduced hundreds of bills that would affect data collection, access, and use across early education, K-12, postsecondary, and the workforce. As in 2023, legislators continued to introduce and enact legislation governing cross-agency data systems. These policies are the most important step toward making statewide…

People providing services to schools, teachers, and students want to know whether these services are effective. With that knowledge, a project director can expand services that work well and adjust implementation of activities that are not working as expected. When finding that an innovative strategy benefits students, a project director might…

The phrase "data-driven" has been used with increasing frequency in the college access and success field in recent years. However, as with many frequently used phrases, its importance can get lost or written off as a buzzword. Being data-driven revolves around decisions being shaped by information and evidence rather than hunches, gut…

Analysis of student-level data to inform policy and promote student success is a core function of executive higher education agencies. Postsecondary data systems have expanded their collection of data elements for use by policymakers, institutional staff, and the general public. State coordinating and governing boards use these data systems for…

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…

For educator preparation programs (EPPs) to produce effective teachers, they must engage in a process of continuous improvement using timely, high-quality information about the performance of their respective graduates in the classroom as measured by student outcomes. While states have the capacity to provide this information through their…

Data-driven decisions have become an important aspect of supply chain management. Demand planners are tasked with analyzing volumes of data that are being collected at a torrential pace from myriad sources in order to translate them into actionable business intelligence. In particular, demand volatilities and planning are vital for effective and…

With advances in research, technology, and assessments, and with a focused effort, the U.S. education system can lead the world in becoming a data-driven enterprise. This publication provides leaders from business, philanthropy, and education with background on data issues; describes challenges that must be overcome; and makes recommendations for…

The past few decades have witnessed a global enforcement of "governance by data" in education policy, including a significant increase of assessments and quantified evaluation. Within this context, this article focuses particularly on the intensifying evolvement of new (digital) information technologies and "mediated"…

When Education Secretary Arne Duncan announced the Race to the Top program in 2009, he added two success factors to the plate of school districts, which are traditionally measured by students' high school success in math, reading and science: (1) college enrollment rates; and (2) credit accumulation. The American Recovery and Reinvestment Act of…

There was a time when school districts showed little interest in storing or backing up their data to remote servers. Nothing seemed less secure than handing off data to someone else. But in the last few years the buzz around cloud storage has grown louder, and the idea that data backup could be provided as a service has begun to gain traction in…