Evidence-based decision-making requires access to good and reliable data. In recent years, there has been a tremendous increase of data available to institutions, from internal as well as external sources. With this increase in data and its analytics, new challenges and questions arise. One of the most pertinent of which is the ethics and best…

A customized guide about liberatory design thinking processes that have been tested within college settings to support changes that enhance equity in policies and practices within institutions. This research is based on case studies of several institutions, including focus group interviews with the campus design teams and an analysis of artifacts.…

"Big data" prompts a whole lexicon of terms--data flow; analytics; data mining; data science; smart you name it (cars, houses, cities, wearables, etc.); algorithms; learning analytics; predictive analytics; data aggregation; data dashboards; digital tracks; and big data brokers. New terms are being coined frequently. Are we paying…

Data-informed instructional methods offer tremendous promise for increasing the effectiveness of teaching, learning, and schooling. Yet-to-be-developed data science approaches have the potential to dramatically advance instruction for every student and to enhance learning for people of all ages. Next steps that emerged from a recent National…

The level of educational attainment in the United States is a central focus of public policy. The Obama administration, some states, large national foundations, and other organizations have set near-term goals to increase the number of Americans with college degrees. Achieving these goals is likely to involve a combination of increasing…

Federal education policy in recent years has encouraged state and local education agencies to embrace data use and analysis in decision-making, ranging from policy development and implementation to performance evaluation. The capacity of these agencies to make effective and methodologically sound use of collected data for these purposes remains an…

This handbook is an effort to establish current and consistent terms, definitions, and classification codes to maintain, collect, report, and exchange comparable information about staff. This effort was coordinated by the Council of Chief State School Officers under contract to the National Center for Education Statistics. It represents the best…

In a technologically advanced society, many of the dialogues take place within the "management information system," or as a result of the "hard data" acquired through such a system, rather than in a public forum. The absence of the Hispanic American from that type of systems dialogue can and does place unnecessary disadvantages on Hispanic…

This handbook is designed to help state and local vocational education evaluators and persons using evaluation results by presenting strategies and procedures for improved use of vocational education evaluation results. It is divided into five sections, followed by a glossary and annotated bibliographies. Chapter 1 contains an overview of the…

This paper on identifying education outcomes for students with disabilities proposes a framework for applying an outcome-based approach throughout the education system, by looking at the needs of the three major levels of the system (local, state, and national); defining different uses for the term "outcome" in order to achieve consensus…

In Part H of Public Law 99-457, the Federal Government agrees to provide modest financial resources to aid the states in planning and developing comprehensive, multidisciplinary, coordinated services for young children with handicaps and their families, and presents mandates for reforms in the service delivery system. This paper identifies the…

A proposal has been made that calls for the development and use of training indicators to improve planning for vocational education and training (VET) in Australia. The idea behind the proposal is to develop indicators to inform policymakers and providers in Australia about changes in the nature of training demand flowing from demographic changes…