This issue of Research Library Issues looks at the critical role and participation of libraries and librarians in supporting the data science revolution. The articles contained in this issue are: (1) Data Literacy as a Pathway to Data Science at Georgia Tech (Catherine Murray-Rust, with Ameet Doshi, Jay Forrest, Ximin Mi, and Alison Valk); (2) New…

The purpose of this monograph is to give readers a practical and theoretical foundation in learning analytics in higher education, including an understanding of the challenges and incentives that are present in the institution, in the individual, and in the technologies themselves. Among questions that are explored and answered are: (1) What are…

This issue of "Assessment Update" presents the following articles: (1) What Makes a Performance Indicator an Equity-Driven, High-Performance Indicator? (Marilee Bresciani Ludvik); (2) Editor's Notes: The Leadership Imperatives for Assessment Excellence: Imperative #1, Making Assessment Excellence a Strategic Institutional Priority…

"Research Library Issues" ("RLI") focuses on current and emerging topics that are strategically important to research libraries. The articles explore issues, share information, pose critical questions, and provide examples. This issue includes the following articles: (1) Business Intelligence and Data Visualization with Tableau…

The "IDRA Newsletter" serves as a vehicle for communication with educators, school board members, decision-makers, parents, and the general public concerning the educational needs of all children across the United States. The focus of this issue is "Data for Actionable Knowledge." Contents include: (1) Office for Civil Rights…

Educators and experts alike have come to a growing realization that academic factors alone do not tell the whole story of what it means to successfully navigate the educational system through high school and into higher education or the workplace. This national report from "Education Week" investigates the role that student engagement…

Peer selection based on the similarity of a couple of institutional parameters, by itself, is insufficient. Several other considerations, including clarity of purpose, alignment of institutional information to that purpose, identification of appropriate statistical procedures, review of preliminary peer sets, and the application of additional…

This issue of "Assessment Update" presents the following articles: (1) Expanding Assessment Perspectives: The Importance of Student Leadership in Student Learning Outcomes Assessment (Abraham J. Lauer and Jamie R. Korin); (2) Empowering Faculty and Students with Assessment Data (Jane M. Souza); (3) Including Faculty in Accreditation…

This discussion constructs a survey data quality strategy for institutional researchers in higher education in light of total survey error theory. It starts with describing the characteristics of institutional research and identifying the gaps in literature regarding survey data quality issues in institutional research and then introduces the…

This issue of "Assessment Update" presents the following articles: (1) Expectations for Assessment Reports: A Descriptive Analysis (Keston H. Fulcher, Matthew Swain, and Chris D. Orem); (2) Editor's Notes: A Surprising Reaction (Trudy W. Banta); (3) Getting SMART with Assessment: ACTION Steps to Institutional Effectiveness (Eric Daffron…

Data mining provides both systematic and systemic ways to detect patterns of student engagement among students at hundreds of institutions. Using traditional statistical techniques alone, the task would be significantly difficult--if not impossible--considering the size and complexity in both data and analytical approaches necessary for this…

Using data from Achieving the Dream: Community Colleges Count, this issue of "Data Notes" investigates the number of attempts it takes students to complete all developmental education courses to which they are referred. Subsequent gateway course completion and overall persistence are also examined. Three-year outcomes were analyzed and…

This issue of "Assessment Update" presents the following articles: (1) Mission Accomplished! The Development of a Competence-based E-portfolio Assessment Model (Shelley Schuurman, Scott Berlin, Jamie Langlois, and Julie Guevara); (2) The Third Rail of Assessment--Dangerous but Powerful (Dale L. Mort); (3) Video Killed the Radio…

"Data Notes" is a bimonthly publication that examines data to illuminate the challenges facing Achieving the Dream colleges and to chart their progress over time. Gateway courses generally include the first college-level English and math courses students are required to take. Increasing the number of students who attempt gateway classes…

Using data from Achieving the Dream: Community Colleges Count, this issue of "Data Notes" highlights some of the differences that exist between states. In addition to Achieving the Dream data, this report includes data from the U.S. Department of Education's Integrated Postsecondary Education Data System (IPEDS) for the 2008-09 academic year to…