This document covers the terms used in the "Apprentice and Trainee Outcomes 2021" publication and related products. Terms are listed in alphabetical order with the following information provided for each: (1) Definition: a brief explanation of the term; (2) Classification categories: defined categories that apply to each term are listed,…

Survey-based research is vital in education and social sciences, offering insights into human behaviors and perceptions. The prevalence of such studies in medical education has risen by 33% over the past decade. Despite this growth, the utility of survey findings depends on the study design quality and measure validity. Many manuscripts are…

The University of Wisconsin-La Crosse (UWL), as a public comprehensive regional university of approximately 10,500 students, utilized National Survey of Student Engagement (NSSE) data regarding advising to jumpstart several key advancements that have yielded positive improvements as indicated in the most recent NSSE assessment data. Despite strong…

The Civil Rights Data Collection (CRDC) is a mandatory survey of all public schools and school districts in the 50 states, Washington, D.C., and the Commonwealth of Puerto Rico. It gathers information about student access to educational programs, activities, staff, and school climate factors from public schools serving students in preschool…

The Faculty Survey of Student Engagement (FSSE) complements the National Survey of Student Engagement (NSSE). FSSE (pronounced "fessie") measures faculty members' expectations of student engagement in educational practices that are empirically linked with high levels of learning and development. The survey also collects information about…

Surveys are frequently employed in needs assessment to collect information about gaps (the needs) in "what is" and "what should be" conditions. Double-scale Likert-type instruments are routinely used for this purpose. Although in accord with the discrepancy definition of need, the quality of such measures is being questioned to…

Negative public perception of schools nationally impacts the teaching profession in direct and indirect ways. This perception has depressed the number of students in teacher preparation programs at universities. Indirectly, public perception affects teacher working conditions, compensation, and morale. Education advocates and researchers talk…

Many evaluation systems feel like a series of hoops to jump through. Some require goal setting, some require elaborate data collection, and some are a little of both. Regardless of role, it often becomes a box-checking exercise and not a reflective, meaningful process that engenders growth for those engaged in it. In the small rural district of…

In this paper, the guest editors consider the direction of research on teaching assistants (TAs), and how academics can elevate the field within the spheres of education and the social sciences. We begin by unpicking, and endorsing, Giangreco's idea of applying the 'Maslow's Hammer test' (expressed in this special issue) to manuscripts about…

Background: This article describes how the National Reading Barometer project has redefined the concept of 'reading culture' in South Africa. Objectives: As expressed in the 2023 National Reading Survey (N = 4250) and the 2023 National Reading Barometer, a clearer description of reading cultures was developed to describe both individual reading…

This paper is about attitudes toward sign languages. The paper presents an idea to help make sign language surveys better in the future. In 2018, UNESCO (the United Nations Educational, Scientific and Cultural Organization) published a sign language survey and a spoken language survey together for the first time. This was very important to show…

"Apprentice and Trainee Outcomes 2021" provides a summary of the outcomes of apprentices and trainees who completed an apprenticeship or traineeship during 2020, with the data collected in mid-2021. The figures are derived from apprentices' and trainees' responses to the National Student Outcomes Survey (SOS), which is an annual survey…

The purpose of the Faculty, Academic Careers and Environments (FACE) project is to understand who faculty are, what their academic careers look like, and how the environments in which they work shape their ability to thrive as instructors, researchers and public scholars in the community. This report provides an overview of a new conceptual model…

Cost-effective and user-friendly, mobile phone-assisted methods have remained underutilized in qualitative social science research. The scarce methodological guidance, together with recruitment and ethical challenges, has arguably stifled advancements in this area. COVID-19 exposed the need to better equip researchers with the expertise and tools…

Students who feel accepted, valued, and connected to their institution have a more developed sense of belonging. Sense of belonging can be strengthened by building relationships on campus through a variety of ways such as friendships, mentorships, and campus activities. This allows students to feel a connection with faculty and peers. A strong…