In today's digital world, higher education institutions collect and use more data than ever. However, institutional silos create barriers for stakeholders who need data for daily operations and strategy. This article presents a vision of a unified, collaborative future for data governance and actionable steps stakeholders can take.

There are nearly 1 million credentials in the United States that students and workers can take advantage of, but how information about these credentials is collected and communicated is oftentimes inconsistent and hard to access. In February, we invited a group of postsecondary and workforce development experts to consider how policymakers can…

Purpose: The critical incident technique (CIT) is widely used in many disciplines; however, scholars have acknowledged challenges associated with analyzing qualitative data when using this technique. Therefore, the purpose of this article is to address the data analysis issues that have been raised by introducing some different contemporary ways…

The Digital Equity Act (DEA), a provision within the Infrastructure Investment and Jobs Act (Public Law 117-58), includes a historic federal investment to promote digital equity, literacy, and inclusion. In particular, the State Digital Equity Capacity Grant Program will award nearly $1.5 billion in federal funds to states to support the…

High-quality, stable child care and early education (CCEE) can have lasting, positive impacts on children. However, the challenges of recruiting, strengthening, and retaining the CCEE workforce are well documented. CCEE educators typically have low levels of formal education and compensation; limited opportunities for education, training, and…

"The State of Career Technical Education: Credentials of Value" report draws on a 2024 national scan of state practices, a 50-state survey, and interviews with state leaders to gather insights and strategies for improving the identification, validation, incentivization, and data collection related to credentials that support learners'…

This is the third in a series of annual reports about teacher shortages in Michigan that the state legislature requested in December 2020 (2020 PA 316). Although the state data on this topic is limited, these analyses still help to paint a picture of teacher shortages across Michigan, assist policymakers to target policies and programs in ways…

Workforce planning is prevalent and recognized as a good strategic practice in many organizations. However, business students may have little experience with workforce planning or workforce analytics. The purpose of this article is to present a workforce planning exercise for use in a face-to-face or online classroom setting. In this exercise,…

As new technology reshapes workplaces and jobs across North America, the United States, Mexico, and Canada need to reinvent the ways that they educate, train, and re-skill their workforces. With Mexico and Canada now the United States' two largest economic partners, more than ever the three countries need to work together to effectively and…

Responsible Operations is intended to help chart library community engagement with data science, machine learning, and artificial intelligence (AI) and was developed in partnership with an advisory group and a landscape group comprised of more than 70 librarians and professionals from universities, libraries, museums, archives, and other…

Opportunity America received a grant from Lumina Foundation to conduct a national research study of community colleges' credit and noncredit occupational education programs and their relationships with employers. Opportunity America contracted with Wilder Research to manage data collection and analysis for the study. The purpose of this study was…

Investing in community college workforce training is a central part of the Biden administration's agenda for improving the lives of American families. Now more than ever, as the nation's economy enters a post-pandemic period of significant organizational and technological change, community colleges are well-situated to help millions of low-income…

The Center on Enhancing Early Learning Outcomes' (CEELO) mission is to strengthen the capacity of State Education Agencies and state Early Learning Agencies to lead sustained improvements in early learning opportunities and outcomes. These agencies have authority to establish and implement policies, administer funding and provide oversight for…

Graduate medical education (GME) is critical to the career development of individual physicians, to the functioning of many teaching institutions, and to the production of our physician workforce. However, recent reports have called for substantial reform of GME. The current lack of established GME outcome measures limits our ability to assess the…

Given that work-based learning (WBL) can -- and should be -- a key driver of student career readiness in these efforts, it is essential that all states have a robust work-based learning continuum of experiences and exposure that spans K-16. WBL is an essential element of career and technical education (CTE), and ExcelinEd's CTE Playbook series…