Data for individual trials included in systematic reviews may be available in multiple sources. For example, a single trial might be reported in 2 journal articles and 3 conference abstracts. Because of differences across sources, source selection can influence the results of systematic reviews. We used our experience in the Multiple Data Sources…

The diversity of scholars, teachers, and practitioners in the Scholarship ofTeaching and Learning (Soll) is a strength but also makes it a complex field to understand and navigate, and perhaps even more complex to contribute to, despite its youth. Beyond the ongoing efforts to define and theorize the field, So TL needs a rigorous inventory taking…

This article describes a 6-week module course called Just Google It! that the author developed and teaches each fall semester. Students who take the course explore personal data collection by private companies, search algorithms, identify implicit bias in the results, and learn the best recommended privacy and security practices. At the end of the…

Although there have been calls for many years for Extension professionals to use secondary data in their work, finding appropriate data online can still be a challenge. With the multitude of data sources available online, it can be helpful to use the concept of developing a community portrait as the context for becoming proficient at locating…

This teaching note describes the design and implementation of an activity in a 90-minute teaching session that was developed to introduce a diverse cohort of first-year criminology and sociology students to the use of documents as sources of data. This approach was contextualized in real-world research through scaffolded, student-centered tasks…

Internet-based nutrition education is becoming an important tool in serving the rural, low-income community, yet the task of creating such programming can be daunting. The authors describe the key resources used in developing an Internet-based nutrition education program for those participating in Supplemental Nutrition Assistance Program…

In recent years, education data have become both more easily accessible and more important than ever to decisions about K-12 policies and practice. Under the "Every Student Succeeds Act" (ESSA), states are required to publish data on how students, including English Learners (ELs), are performing in areas such as reading, math, and…

The National Center for Education Statistics (NCES) Education Demographic and Geographic Estimates (EDGE) program develops geographic data to help policymakers, program administrators, and the public understand relationships between educational institutions and the communities they serve. One of the commonly used geographic data items is the NCES…

Smartphone ownership among college-aged Americans is high and growing, and many students own more than one mobile device. Such devices are increasingly incorporated into the academic lives of students, and the era of "bring your own everything" presents new opportunities and challenges for higher education. Mobile data collection is the…

Researchers recommend that policymakers use data from multiple sources when making decisions that have high-stakes consequences (Herman, Baker, & Linn, 2004; Linn, 2007; Stone & Lane, 2003). For this reason, a fair but rigorous teacher-effectiveness rating process relies on evidence collected from different sources (Goe, Bell, & Little, 2008;…

Gathering evidence on the outcomes of any professional learning experience can be a challenging and complicated task. It involves consideration of a wide variety of perceptual and contextual issues, some obvious to education leaders and others not. Those who want to succeed in this process may find the following points helpful: (1) Always begin…

This article describes the process and role frontline access and public service staff play in needs assessment and evaluation of user services, specifically in understanding the voice of the customer. Information includes how the University of Arizona Libraries have incorporated daily data collection into the strategic planning process, resources…

Article VIII of Louisiana's Constitution authorizes the Board of Regents (BoR) to develop a master plan for higher education in Louisiana. This Master Plan provides a broad vision for the State's higher education system and acknowledges its interdependence with the economy and its many contributions towards better lives for Louisiana's citizenry.…

It is tempting to assume that we know what our parents, our community, and our employees want from our schools. It is comforting to think that we know what they support. It is also dangerous. This article encourages school systems to let go of assumptions and to start asking the important questions that will lead school boards and administrators…

How should scarce resources available to produce metadata be deployed to support discovery in different contexts? How might metadata harvesting be exploited to support new interfaces and enhanced navigation among related resources in digital libraries? This article starts a conversation between metadata providers and service builders by describing…