Data science has maintained its popularity for about 20 years. This study adopts a bottom-up approach to understand what data science is by analyzing the descriptions of courses offered by the data science programs in the United States. Through topic modeling, 14 topics are identified from the current curricula of 56 data science programs. These…

This project assesses the feasibility of creating a voluntary, nationwide data dictionary that can be used to standardize the reporting of postsecondary accountability reporting requirements for the Carl D. Perkins Career and Technical Education Act of 2006 (otherwise known as Perkins IV). Variables, field codes, and programming instructions,…

Presents an "infobase" version of "A Pilot Standard National Course Classification System for Secondary Education" to allow users to browse, search, annotate, print, and export information electronically. This publication is the culmination of a major effort to help establish common terminology, descriptions, and a coding…

Stresses the importance of common understandings of cost definitions and data collection in order to create reliable databases with optimal utility for inter-institutional analysis. Examines definitions of common expenditure categories, discusses cost-accumulation rules governing financial reporting, and explains differences between direct costs…

Recommendations designed to assist states in the creation of meaningful definitions of types of schools and students for use in the Council of Chief State School Officers' Education Data Improvement Project are presented. The Project's goals are to promote and facilitate the reform and refinement of the National Center for Education Statistics'…

Comparison of 19 national data collection programs found significant variability in the disability categories used. Discussion focuses on issues related to improving disability identification in large-scale data collection programs and the effects of these issues on reporting policy-relevant information. (Author/DB)

This manual contains descriptions of all required and optional data elements used by LONESTAR, the computer-based student follow-up and tracking system developed for Texas community colleges. For each element, the following information is provided: (1) element title (i.e., the official name used in all references to the element in tracking system…

Examines sources of national data on child abuse, the number of cases reported, and recent trends. The author addresses the issues of substantiation rates and the various categories of abuse, then provides brief examinations of the characteristics of the victims of abuse and of child fatalities related to maltreatment. (GLR)

The terms, definitions, and procedures used by states in obtaining student counts are investigated as part of the Education Data Improvement Project of the Council of Chief State School Officers. The Project describes state collection of data elements currently contained in the common core of data of the National Center for Education Statistics.…

This handbook was undertaken in response to the needs expressed by the higher education community for a common language--common data categories and definitions--to describe the human resources of postsecondary education institutions, and is intended as a basic guide to help institutions develop analytically useful databases of faculty and staff to…

This is the fourth in a series of reports evaluating the Public Library Statistics (PLS) program, an annual census of public libraries in the United States. The census includes, in addition to a full count of public libraries and their outlets, a variety of statistics about the services provided by and, the financial condition and the staffing…

The Delaware Valley Child Care Council of Philadelphia, Pennsylvania developed a regional planning service to assess the needs for day care services in a five-county region in southeastern Pennsylvania, and to construct a database of day care information that would be periodically updated. This document is the initial report by the regional…

As part of an effort to reduce high school dropout rates in large city school districts, Phi Delta Kappa, the National Association of Secondary School Principals, the Council of Great City Schools, and a group of large city school districts undertook an effort to determine baseline statistics in high schools in large cities by using standardized…

Specific issues to be resolved, prior to including federal programs information on school and school district universe files, are identified and discussed as part of the Education Data Improvement Project of the Council of Chief State School Officers. Goals of this Project are to describe state collection of data elements currently in the common…

As a product of the Early Childhood Subcommittee of the National Education Statistics Agenda Committee of the National Forum on Education Statistics, this report evaluates the types of data needed to assess the status of children in their preschool years, evaluate the impact of their early experiences, and address policy questions related to early…