This study aims to evaluate the effectiveness and potential utility of using machine learning and natural language processing techniques to develop models that can reliably predict the relative difficulty of incoming chat reference questions. Using a relatively large sample size of chat transcripts (N = 15,690), an empirical experimental design…

This Proceedings document begins with the text of the keynote by Dr. Michelle Caswell, followed by seven papers, representing a sampling of the symposium presentations from the 2022 Digitizing Hidden Collections (DHC) Symposium, a capstone event for the Digitizing Hidden Special Collections and Archives program. This program was funded by the…

In the five years following implementation of a chat reference service at James Madison University (JMU), the service proved very popular but was not closely assessed for quality of service. Using grounded theory and qualitative data analysis techniques, a comprehensive assessment effort was begun in earnest and is in progress. Preliminary results…

This study explores the relationship between course grades and sequenced library instruction interventions throughout psychology students' curriculum. Researchers conducted this study to inform decisions about sustaining and improving program integrations for first- and second-year composition courses and to improve discipline-level integrations.…

Personas, stemming from the field of user-centered design (UCD), are hypothetical users that represent the behaviors, goals, and values of actual users. This study describes the creation of personas in an academic library. With the goal of leveraging service-generated data, the authors coded a sample of chat reference transcripts, producing two…

Distance librarians often do not have the opportunity to engage face-to-face with users of library services. Without this personal interaction, it can be difficult to evaluate the effectiveness of library services in meeting the needs of the distance learners. Distance librarians may not realize it, but most have a wealth of information at their…

This article explores student, instructor, and librarian perceptions of chat reference in the context of an introductory composition course. Participants in a mixed-method study responded to an anonymized chat transcript. While student respondents valued speed and efficiency, they were willing to receive instruction and open to questions that…

Librarians who provide virtual reference services often perceive that their patrons self-identify to some degree, even when transactions are anonymous. They also develop a sense of patrons' greatest research-related needs over time. In this article, two librarians analyze two years' worth of virtual reference transcripts to determine what patrons…

The theory of expansive learning has been applied in a large number of studies on workplace learning and organizational change. However, detailed comprehensive analyses of entire developmental interventions based on the theory of expansive learning do not exist. Such a study is needed to examine the empirical usability and methodological rigor…

This article reports the findings of a small-scale study in a UK university. The research investigated how academic librarians experienced the processes of becoming a teacher. As more librarians are drawn into a teaching role, understanding these developments becomes crucial. A narrative approach revealed the challenges faced as they participated…

"Research Library Issues" ("RLI") is a quarterly report from ARL (Association of Research Libraries), CNI (Coalition of Networked Information), and SPARC (Scholarly Publishing and Academic Resources Coalition). This issue includes the following articles: (1) Rebalancing the Investment in Collections (H. Thomas Hickerson); (2)…

The University of Mississippi Library created a profile to provide linking from Google Scholar (GS) to library resources in 2005. Although Google Scholar does not provide usage statistics for institutions, use of Google Scholar is clearly evident in looking at library link resolver logs. The purpose of this project is to examine users of Google…

Gathering qualitative information about usage behavior of library Web sites is a time-consuming process requiring the active participation of patron communities. Libraries that collect virtual reference transcripts, however, hold valuable data regarding how the library Web site is used that could benefit Web designers. An analysis of virtual…

Electronic communication technologies continue to change the landscape of reference services. For many users, virtual communication is the preferred means of conversing. Synchronous virtual reference, similar to other synchronous means of communication, is an important method for reaching students and for providing teaching and learning…

This study uses virtual reference transcripts for which patrons completed exit surveys to seek any correlations between user and librarian satisfaction within virtual reference transactions. By analyzing transcripts with a focus on three elements-technology performance, preferred reference practices, and the demonstrated communication levels of…