There is no single agreed-upon definition of data literacy because expectations of what it means to be data literate varies across contexts. The lack of agreement on a definition of data literacy across contexts is therefore necessary. However, definitions are important. Definitions embody our understanding of concepts and are the foundation for…

For a few decades, map skills stay at the forefront of not only geographers' and geographic educators' research interest. To identify what has already been accomplished, where the research currently stands and where the potential for future studies lies, a review of the literature was carried out. Specifically, this comprehensive synthesis of map…

This AERA Open special topic concerns the large emerging research area of education data science (EDS). In a narrow sense, EDS applies statistics and computational techniques to educational phenomena and questions. In a broader sense, it is an umbrella for a fleet of new computational techniques being used to identify new forms of data, measures,…

We examine the American landscape of higher education quantitative research concerning how gender and sex demographic information is collected. We use a directed content analysis to examine the prevalence and operationalization of gender and sex among widely used higher education survey instruments. Our findings illuminate a seemingly haphazard…

The author argues for an epidemiology data base (which looks at cognitive, aptitude, family condition, school condition, and personal characteristic variables) as a strategy for research with learning disabled (LD) adolescents and young adults. An operational definition, advantages, and problems of this type of research strategy are outlined. A…

Criteria used in the equating process proposed in the literature are reviewed. The discussion begins by examining how equating is defined. The controversy over the best criterion, the utility of some, and whether a criterion is needed at all means that much work needs to be done in this area. (SLD)

Describes skin conductance measurement as a physiological procedure to obtain information on onset, duration, intensity, and completion of private physiological responses to parts of films or media products. The mechanics of the technique, how measurements are recorded and analyzed, and types of skin conductance research literature are discussed.…

Seven articles discuss aspects of transaction log analysis, including introduction and definitions; history and development; components of an ideal logging facility; research methodologies; applications to a variety of library functions; practical and logical limits of the methodology; and future developments needed to enhance successful use of…

Dropout rates for American Indians and Alaska Natives (AI/AN) are higher than those of other racial/ethnic groups, but the overall or national AI/AN dropout rate is not known. In an attempt to generate a national rate, data were collected from 26 state departments of education, the Bureau of Indian Affairs (BIA), and tribally controlled schools;…

Child care quality is not a single dimension, but rather a multidimensional characteristic of programs that support the family in its child-rearing role and programs in which children thrive developmentally, socially, cognitively, physically, and emotionally. At the regulatory and accreditation level, approaches to quality focus on group size,…

The 'rural' definitions applied by the Federal Government, especially by two data-gathering agencies, the Bureau of the Census and the Office of Management and Budget (OMB), emphasize different dimensions of the concept, and delineate the rural-urban continuum in different ways. This report discusses the inconsistency of curent "rural"…

The objectives of the state-of-the-art paper, second in a series on farming systems research (FSR) in the Third World, are to: (1) review the literature on farming systems; (2) evaluate farming systems research in international institutes and in national agricultural research systems in the Third World; and (3) recommend what can be done to…

Accurate data on the number of students who transfer from two-year colleges to senior colleges are not available because the ways of counting transfers vary greatly from system to system and state to state. While most studies define transfer students as those who have taken courses at a community college and subsequently enroll at a senior…

A study examined the extent of the deficit of data concerning allied health fields supply and requirements to determine the kinds of data and studies needed to improve the data base for health and allied health education. At present, data deficits exist in the areas of allied health occupations labor supply and requirements, future health needs,…

This report, which is based primarily on figures released by the Organisation for Economic Cooperation and Development (OECD), reviews the indicators available for international comparisons of vocational education and training (VET) to clarify the following issues: the kinds of comparability problems that exit, their extent and severity, their…