The "Forum Guide to Metadata" presents and examines the ways in which metadata can be used by education agencies to improve data quality and promote a better understanding of education data. Supported by metadata-related case studies from state and local education agencies, the guide highlights the uses of metadata from a technical point…

Effective use of technology in areas that include admissions, record keeping, billing, compliance, athletic administration, and more hold untold potential to transform higher education by introducing significant efficiencies and dramatic cost reductions in serving students. How the institution organizes itself will to a large extent depend on how…

The Strategic National Arts Alumni Project (SNAAP) is an online survey, data management, and institutional improvement system designed to enhance the impact of an arts school education. In 2015, SNAAP developed a Topical Module with in-depth questions about arts entrepreneurship and career skills. Career skills are increasingly regarded as a…

Species richness, migration, habitats, ecological niches, adaptations: Concepts such as these come alive when students explore and analyze landscapes, environmental characteristics, and related biological features represented on digital maps. Most students are familiar with navigation tools integrated into smartphone apps but may be surprised to…

Measurement systems give colleges a structure for collecting, sharing, and acting on data. The guidebook and tools presented here help faculty, staff, college leadership, and policymakers understand and use measurement systems--and specifically use data to improve completion rates, close institutional performance gaps, and facilitate economic…

This document is intended to serve as a practical guide for implementing a teacher-student data link (TSDL) that supports a range of uses at the local, regional, and state levels. The guide addresses the considerations for linking teacher and student data from multiple perspectives, including governance, policies, data components, business rules,…

This study addresses the problem surrounding low educator self-efficacy for data collection and behavior reduction strategies among elementary special educators. Educators working with students who present behavior challenges do not feel a strong sense of self-efficacy when it comes to data collection and behavior management. Due to this,…

This paper provides a description of a teaching approach that uses experiential learning to teach process improvement. The teaching approach uses student groups to perform and gather process data in a senior-level quality management class that focuses on Lean Six Sigma. A strategy to link the experiential learning in the group projects to the…

Describes an activity on data management and statistics in which students were asked to think of a topic and collect information on it to analyze and represent in graphs. (ASK)

Workforce planning is prevalent and recognized as a good strategic practice in many organizations. However, business students may have little experience with workforce planning or workforce analytics. The purpose of this article is to present a workforce planning exercise for use in a face-to-face or online classroom setting. In this exercise,…

Fuzzy sets have experienced multiple expansions since their conception to enhance their capacity to convey complex information. Intuitionistic fuzzy sets, image fuzzy sets, q-rung orthopair fuzzy sets, and neutrosophic sets are a few of these extensions. Researchers and academics have acquired a lot of information about their theories and methods…

The authors critically analyze how the concept of the drama triangle--part of the game theory associated with transactional analysis--can be used by post secondary instructors teaching online to build a sense of community and decrease students' dependence on instructors in discussion forums. The article begins with an overview of sense of…

Helping regular education students transition from high school to the post-secondary world can be a daunting task. Assisting students with special needs do this can be quite intimidating. According to the Harris Poll 2000, 20% of the general population was unemployed, while 71% of adults with disabilities were unemployed (Miller, Lombard, &…

Discusses typical uses of databases and data management programs in the classroom; provides a learning plan to teach students how to use databases; lists typical student projects using databases; and presents criteria to help educators choose appropriate database management programs for their classrooms. (MBR)

Describes a lesson in which second grade students learn about data management, number sense, and patterns as they analyze, classify, and describe their fathers' shoes. (ASK)