Governments around the world propose to improve urban life by creating smart cities filled with sensors and other digital technologies that would collect large amounts of data about citizens and their activities. Ideally, smart cities would use the information they gather to enhance the urban environment and improve the quality of life of their…

The Education Insights Center produced a series of reports culminating in recommendations for the structure and governance of a preschool through higher education and into the workforce (known as a P20W data system). This brief follows up on that series, with a focus on data quality; the brief was informed by the author's experience using…

Imagine a student using an intelligent tutoring system. A researcher records the correctness and time of each of your attempts at solving a math problem, nothing more. With no names, no birth dates, no connections to the school, you would think it impossible to track the answers back to the class. Yet, class sections have been identified with no…

Higher education is a key driver of economic mobility and future growth in California. Yet there is much unknown about how students advance from K-12 schools to postsecondary education and into the workforce--and where they falter. This lack of knowledge stems from the fragmented nature of California's education data and inhibits informed decision…

British Columbia (BC) has experienced a significant teacher shortage for years. While every region of the province is impacted, rural and remote communities have experienced a worsening shortage especially during the pandemic. Additionally, there is a critical shortage of specialist teachers across the province. This Education Brief outlines five…

Big Data can radically transform education by enabling personalized learning, deep student modeling, and true longitudinal studies that compare changes across classrooms, regions, and years. With these promises, however, come risks to individual privacy and educational validity, along with deep policy and ethical issues. Education is largely a…

According to researchers at the University of Southern California (Washington Post, 2011), the world's storage capacity for digital data increased from 0.2 billion gigabytes in 1986 to 276 billion gigabytes by 2007 (at the same time analogue storage capacity increased from 2.6 to 18.9 billion gigabytes). This huge growth is often seen in…

This article examines the case of Catch Me Excel (CeMeE), an electronic feedback system developed to facilitate video, image and written feedback in the workplace to educators about pedagogical-related outcomes. It comprises a sophisticated, technological feedback system of which the resultant data can be used to enhance classroom, schools and…

The New Media Consortium (NMC) and the National Institute for Staff and Organizational Development (NISOD), with the generous support of Dell and Intel, have jointly released the "Technology Outlook for Community, Technical, and Junior Colleges 2013-2018: An NMC Horizon Project Sector Analysis." This report applies the process developed…

The "Technology Outlook for STEM+ Education 2012-2017" reflects a collaborative effort between the New Media Consortium (NMC), the Centro Superior para la Enseñanza Virtual (CSEV), Departamento de Ingeniería Eléctrica, Electrónica y de Control at the Universidad Nacional de Educación a Distancia (UNED), and the Institute of Electrical…

A plan for a long term tracking system for handicapped children (birth to 5 years old) in Illinois is considered. The plan, based on agreements among five state agencies, could be used in a variety of ways, including for direct client care, statistical recordkeeping, and service evaluation. Advantages of an interactive system are identified, and…

This paper describes the organization, implementation, and outcomes of a joint effort between the Regional Laboratory for Educational Improvement of the Northeast and Islands and the Vermont State Department of Education's Database Project. In 1987, the Laboratory proposed a feasibility study to examine the means and costs of accessing…

In recent years the Metropolitan School District of Wayne Township in Indianapolis has been awash in data. In attempts to improve levels of student achievement, the authors collected all manner of statistical details about students and schools and attempted to perform data analysis as part of the school improvement process. The authors were never…

The North Carolina Early Childhood Initiative, better known as Smart Start, was implemented to ensure that all North Carolina children enter school healthy and prepared to succeed. In 1997, an evaluation team worked with four Smart Start partnerships to describe the current client information systems used by local partnerships and to determine the…

This report describes the development in 1986 of a management information system by the Sacramento City (California) Unified School District for use in high schools. A nine-page attachment, which comprises two-thirds of the report, offers profiles of selected schools drawn from the databases. Data sets of 200 information items, collected from all…