This article provides postsecondary leaders with a way to quickly develop a more thorough understanding of higher education accountability. It describes the complexity of the broader higher education accountability environment and then maps the seven accountability silos: assessment, accreditation, institutional research, institutional…

Sustainability has become increasingly important to research and practice. In order to determine impacts, identify improvement potential and to disclose efforts towards sustainability, an organization needs appropriate reporting. Thus, sustainability reporting has become a topic of broader interest, for example, to assess own situations, enable…

In institutional research, modern data mining approaches are seldom considered to address predictive analytics problems. The goal of this paper is to highlight the advantages of tree-based machine learning algorithms over classic (logistic) regression methods for data-informed decision making in higher education problems, and stress the success of…

This chapter provides a taxonomy of student veterans in the form of a codebook to assist in institutional data collection and analysis.

This concluding chapter reflects on the established and evolving body of transfer research and offers future directions for institutional research and higher education scholarship around transfer.

This chapter utilizes the duties and functions of institutional research to outline the skills needed by institutional research professionals in an evolving digital institution. The concept of future-proofing, explained and considered in this context, encourages professionals to develop skills for the present with the future needs of data-informed…

This chapter builds on prior chapters and focuses on higher education trends on the horizon and the resulting impact on external reporting for institutional researchers. Three practical recommendations and examples for institutional researchers are also presented.

This chapter discusses how understanding differences between National Guard members, reservists, active duty personnel, and veterans in higher education can better inform institutional evidence-based decision-making to support military-connected individuals' college access and success.

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…

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…

The purpose of this study is to understand the extent to which Acker's (1990) concept of gendered organizations frames extant scholarship and to explore the implications of using this framework to address gender inequities in organizational life, and particularly in academe. Through a systematic analysis of articles, we found that while Acker's…

This 60-Second survey (Appendix A) was a partnership between the American Council on Education (ACE) and AACRAO. Colleges and universities have invested in the use of data analytics to improve student outcomes, close attainment gaps, and improve organizational performance. As environmental conditions continue to evolve, the pressure to do so in…

This chapter frames the discussion regarding the importance of measuring co-curricular learning and the role of the IR office.

The need for data-informed decisions is not limited to national policy, state systems, or senior leadership of postsecondary institutions. Decisions that impact the achievement of higher education missions are also made by students, faculty, frontline staff, and program administrators--all of who deserve data and information to support their…

Employing an archival research approach, this study explores the formation of Florida International University (FIU) in Miami, Florida. As one of the few institutions to open its doors with a specific mission to promote greater international understanding, this study explores diasporic migration and community formation in efforts to challenge the…