Many postsecondary datasets collect gender data in ways that are not inclusive of all students. Many trans* students, those who identify as trans women, trans men, genderqueer, among other gender identities, are excluded when surveys collect gender data using only two categories. The American Bar Association recently became the first sector of…

There is growing interest in how to better prepare K-12 students to work with data. In this article, we assert that these discussions of teaching and learning must attend to the human dimensions of data work. Specifically, we draw from several established lines of research to argue that practices involving the creation and manipulation of data are…

One ethnoracial reporting category perplexes higher education researchers: "race and ethnicity unknown." Using the Integrated Postsecondary Education Data System (IPEDS), we constructed a 28-year panel of 4,401 institutions. We find that the for-profit sector ranges from 5% to 18% "race unknown" students. In addition, almost…

The advent of online platforms such as Amazon's Mechanical Turk (MTurk) has expanded considerably researchers' options for collecting research data. Many researchers, however, express understandable skepticism of the viability of using platforms such as MTurk. In this article, we provide a background on the use of MTurk as a mechanism for…

School-based evaluations of interventions are increasingly common in education research. Ideally, the results of these evaluations are used to make evidence-based policy decisions for students. However, it is difficult to make generalizations from these evaluations because the types of schools included in the studies are typically not selected…

Outside the immediate classroom setting, efforts within other school spaces also can shape school climate, address inequality, and affect student performance. Nevertheless, in this respect there has been little research on school-based extracurricular groups focused on issues of social inclusion and justice. An exception to this lack of focus has…

Researcher-practitioner partnerships have gained increasing prominence within education in recent years, yet scholarship on partnerships and tools to guide partnerships' work remain in their infancy. Drawing on our own work in a partnership as well as analysis of abstracts for the 41 partnerships funded by the Institute of Education Sciences and…

Commentaries regarding appropriate methods for researching professional development have been a frequent topic in recent issues of "Educational Researcher" as well as other venues. In this article, the authors extend this discussion by observing that randomized trials of specific professional development programs have not enhanced our…

Data-driven decision making has become increasingly important in education. Policymakers require educators to use data to inform practice. Although the policy emphasis is growing, what has not increased is attention to building human capacity around data use. Educators need to gain data literacy skills to inform practice. Although some…

This article examines issues faced by scholarly societies that are developing and sustaining online paper repositories. It is based on the AERA Conference on Online Paper Repositories, which focused on fundamental issues of policy and procedure important to the operations of online working paper repositories. The report and recommendations address…

This article describes some of the conceptual and methodological issues that arise when researchers use teacher logs to measure classroom instruction. Data and examples come from the Study of Instructional Improvement, which used teacher logs to study patterns of literacy instruction in schools implementing three comprehensive school reforms. Over…

The most important impact of the Baseline study on vocational education has been on the Congress. Recommendations in the Baseline reports have been written into the vocational education provisions of various pieces of federal educational legislation. (Author/AM)

To investigate the process through which the educational research community can become more vibrant and cohesive, the authors of this article ask: How can the numerous networks that constitute the field of educational research be analyzed in an effort to understand and influence the pattern through which knowledge of educational phenomena are…

Educational research has been excessively atheoretical and has not produced an accumulating body of systematically observed empirical facts. Much of the best work has been reductionist, partly because it has been rooted in paradigms of the behavioral sciences and partly because of the fragmentation of the community of professional researchers.…

In education research, a polar distinction is frequently made to describe and produce different kinds of research: "quantitative" versus "qualitative." In this article, the authors argue against that polarization and the associated polarization of the "subjective" and the "objective," and they question the attribution of generalizability to only…