As a music reference librarian at the Library of Congress, Cait Miller gets obscure songs questions that pose greater issues for music librarians because music libraries are generally searchable by format, genre, instrumentation, composer, and/or title but not often by lyrical quotation. New crowdsourcing transcription programs, however, give hope…

The Child Language Data Exchange System (CHILDES), created by Brain MacWhinney and Catherine Snow in 1984, is one of the earliest Open Science and data sharing initiatives in child language development research, and probably in developmental psychology and the behavioral sciences more generally. It is the cornerstone of TalkBank--a repository of…

Transforming spoken words into written text in qualitative research is a vital step in familiarizing and immersing oneself in the data. We share a three-step approach of how data transcription facilitated an interpretative act of analysis in a study using qualitative data collection methods on the barriers and facilitators of HIV testing and…

With the aim to provide teachers with more specific, frequent, and actionable feedback about their teaching, we explore how Large Language Models (LLMs) can be used to estimate "Instructional Support" domain scores of the CLassroom Assessment Scoring System (CLASS), a widely used observation protocol. We design a machine learning…

While job interviewing training is part of the transition planning and school-to-work curriculum, using virtual reality (VR) can be a valuable addition to the current curriculum, specifically given the unique characteristics of individuals with ASD. This article will provide step-by step procedures to integrate VR into the current classroom…

To a large extent, the quality of classroom communication hinges on the teacher's ability to tune in and respond to emerging students' voices, which requires the astuteness and agility to hear layered messages, offer tailored assistance, and follow students' leads. It requires responding to multiple contingencies in real time. One important…

Automatic Speech Recognition (ASR) is a digital communication method that transforms spoken discourse into written text. This rapidly evolving technology is used in email, text messaging, or live video captioning. Current ASR systems operate in conjunction with Natural Language Processing (NLP) technology to transform speech into text that people…

SLEXIL (Software Linking ELAN XML to Illuminated Language) is a web application designed to allow users to create animated HTML files from time-aligned transcriptions made in ELAN. Unlike earlier projects with similar goals, SLEXIL is a zero-installation web app developed strictly on user-centred principles, designed with the goal of transferring…

This paper reviews five ways to increase the effectiveness of instructional video and one way not to use instructional video. People learn better from an instructional video when the onscreen instructor draws graphics on the board while lecturing (dynamic drawing principle), the onscreen instructor shifts eye gaze between the audience and the…

2019 was a bit different from previous years for the American Association of Collegiate Registrars and Admissions Officers (AACRAO) Research. Since they had six larger-scale research projects (of which several were calendared over the summer months), they did not want to overly burden their members with surveys. This resulted in four 60-Second…

This paper presents a remote corpus work model that was developed between an outside researcher and community collaborator to continue transcription/translation work at a distance with previously collected material in response to the travel restrictions imposed by the coronavirus pandemic. The paper describes, in detail, the corpus work model,…

Thanks to engaged members and research partners, the American Association of Collegiate Registrars and Admissions Officers (AACRAO) was able to engage in research and produce reports on several topics again in 2021. AACRAO Research completed four 60-Second Surveys and six comprehensive reports. Other research-supported work included: facilitating…

To efficiently create books and other instructional content from videos and further improve accessibility of our course content we needed to solve the scene detection (SD) problem for engineering educational content. We present the pedagogical applications of extracting video images for the purposes of digital book generation and other shareable…

This paper addresses the question of identifying a concept dependency graph for a MOOC through unsupervised analysis of lecture transcripts. The problem is important: extracting a concept graph is the first step in helping students with varying preparation to understand course material. The problem is challenging: instructors are unaware of the…

Alternative Digital Credentials (ADCs) will significantly transform the relationship between higher education institutions and society. By providing fully digital, workplace-relevant, and information-rich records of an individual's skills and competencies, ADCs will render traditional university transcripts increasingly irrelevant and obsolete.…