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This analysis of chat reference transcripts assesses differences in how librarians and graduate assistants (GAs) incorporate teaching strategies in responding to chat reference inquiries in social sciences, health sciences, humanities, STEM and business/economics at a large, public R1 university in the United States.

Researchers with disciplinary assignments in five different subject domains conducted qualitative analysis of a purposive sample of 982 transcripts of chat interactions during four semesters in 2021 and 2022.

Some form of information literacy instruction (ILI) occurred in 58% of the transcripts, with slightly less teaching occurring in social sciences inquiries than in other subject areas. Of transcripts that included teaching strategies, search procedures predominated, followed by a mix of concepts and procedures, and the least with concepts only. Chat providers taught concepts specific to social sciences, health sciences and humanities, but not to STEM or business.

The study compares transcripts at one institution; findings may be most applicable to large, research institutions that seek to incorporate ILI in online reference services.

Chat reference training should include best practices for ILI relevant to specific subject domains for providers without background in those disciplines and recommendations for referrals to subject specialists.

Existing ILI literature does not address the question of how chat providers teach concepts rooted in a specific subject domain or offer a comparison of teaching strategies employed in different disciplines, by librarians versus GAs or staff.

Preservice teachers (PSTs) typically have few opportunities to observe social studies instruction in PSTs' elementary field placements. To practice effective integration as a pathway to include more social studies instruction, PSTs developed a unit plan based on inquiry during an undergraduate methods course. The purpose of this study was to explore what scaffolds were effective in PSTs' development of social studies inquiry projects.

The author used a multiple case study approach, examining initial submissions, feedback and resubmissions as PSTs developed PSTs' inquiry projects. The data were analyzed with an eye on PSTs' ability to plan a unit according to the four dimensions of the C3 Framework's inquiry arc (National Council for the Social Studies [NCSS], 2013).

The author analyzed data related to PSTs’ area of highest need from PSTs' initial submissions: staging the task, formative tasks and resources. PSTs were able to develop inquiry projects after being supported in their (1) organization, (2) clarity, (3) alignment and (4) developmental appropriateness.

This study shows that novice teachers can create high-quality social studies learning experiences in elementary school when provided appropriate supports (in this case, feedback about organization, clarity, alignment and developmental appropriateness). With the tools to develop such projects, new teachers may be able to increase the amount of social studies taught in elementary classrooms.

This study aims to determine if automated coding with regular expression is a strong methodology to identify themes in virtual reference chat.

The authors used a combination of manual and automated coding of chat transcripts for a period of two years to identify the categories of questions related to the new library system. This methodology enabled them to determine if regular expression accurately identified the topics of chat transcripts.

They discovered that regular expression is an appropriate method to identify themes in virtual reference interactions. This method enabled them to establish that patrons asked questions related to system changes in the weeks following their implementations.

This study highlights a new methodology for transcript analysis.

This article examines if there is evidence of racial or gender bias in email reference services in American public and academic libraries.

Using a two-by-two study design and an unobtrusive data collection, the authors conducted two studies in which the authors sent 1,960 email requests to 505 academic and public libraries. Requests in both studies differed in the perceived identity of the user as indicated by their name, and the counterbalanced method was utilized to control for intervening variables. Based on content analysis of the responses, the authors examined the statistical significance of the differences by race, gender and race by gender.

Overall, the authors found equitable service to users regardless of their race and gender; at times, however, there was evidence of favorable service to the White female in academic and public libraries and to the Black male in academic libraries.

There is little research into potential bias in email reference services in both academic and public libraries in the United States of America. Yet, following the rise of the Black Lives Matter Movement in 2020, there has been an increased focus on racial equality in library services and the American Library Association (ALA) Code of Ethics was modified accordingly. The authors' study makes significant contributions to the increasing body of research on racial and gender equality in online library services.

The purpose of this paper is to examine different approaches to framing interviews from the planning stage of interview design, drawing on Goffman’s (1974) notion of frame analysis.

Reflecting on previous studies the author has been involved with, in the context of accountability, three approaches to framing interviews are presented and discussed.

Framing interviews around the experience of interviewees, peers or fictitious yet familiar others provides three pathways to access interviewees’ insights, perspectives, knowledge and experience on issues relevant and familiar to them.

The approaches to framing interviews detailed in the paper provide valuable alternatives to access interviewees’ personal insights based on their worlds and worldviews.

Consideration of interviews on accountability through the use of framing and frame analysis provides novel, strategic perspectives on interview design.

The study aims to determine the extent of COVID-19’s impact on the libraries and information centers within Benguet. It identified the key differences in the effect of the pandemic on each type of library: public, special, school and academic. It recalled and documented the challenges faced by libraries and librarians. It determined which aspects of their library were affected and how they were modified in terms of their policies, personnel, physical space, services, collection, infodemic response and marketing.

The study used the qualitative descriptive method approach, specifically narrative research design and conducted online focus group discussions in which 14 librarians with managerial or supervisory functions participated. This method was used to explore the topic holistically by using qualitative inquiry. It best suited the purpose of fully understanding the experiences of libraries during the pandemic. The recorded online focus group discussions conducted through Zoom were reviewed and analyzed to identify key themes and responses from the participants. The themes identified from the thematic analysis were further validated with the participants through correspondence, chats or e-mails.

The findings showed that libraries were faced with challenges brought on by the lack of a written policy for the pandemic response, a lack of information communication and technology skills and resources, strict requirements on physical setup for pandemic compliance, budget cuts or realignments and delayed procurement, misinformation and users’ lack of awareness of the new services offered by the library.

The study focused on the pandemic experiences of libraries and information centers in Baguio-Benguet, which was hailed as a model for local pandemic response, through the lenses of librarians with supervisory roles or functions.

Libraries could reflect on their experiences in this pandemic to plan for future strategies that would be best implemented in situations where face-to-face services are not allowed.

This study presented various best practices from different library institutions that could be emulated in the future. Many of these are still relevant regardless library services are going back to normal.

The purpose of this study was to get a baseline understanding of the state of reference services in urban public libraries in the United States.

The researchers surveyed all members of the Urban Libraries Council, a network of public library systems in urban centers across the country. The survey asked about their reference services, including how reference is offered, volume and types of questions and staff responsibilities. Participants were also asked how reference has changed in the past 5–10 years and what changes they anticipate in the future.

This study found that the vast majority of urban public libraries still maintain a physical reference desk, but most also offer reference services in other formats as well. Most libraries have seen numbers of reference questions decline. Reference staff members are engaged in instruction, programming and community outreach as well. Looking ahead, some libraries expect reference questions to continue to decline and demand for virtual services to increase.

Directors and reference staff of public libraries, especially those in urban and suburban settings, will find these results useful for benchmarking against their own experiences and for planning for future changes.

While discussions of changes in reference service and volumes of reference questions are plentiful, as are predictions of how these declines will impact reference services, there is little current research on the actual state of those services. This study fills a gap in the literature by providing a baseline overview of the reference services in urban public libraries.

This study aims to explore the capabilities, limitations and potential of ChatGPT applicable to online reference services in academic libraries.

This study used the method of qualitative content analytics to assess the general capabilities of ChatGPT applicable in academic libraries. Two experienced academic librarians had face-to-face interactions with ChatGPT by asking ten most common questions often asked by faculty and students at the Georgia Southern University Libraries (https://library.georgiasouthern.edu/). To examine the ChatGPT’s applicability and capability, they also compared the ChatGPT with a popular online chat reference tool called LibChat, which is now widely used in academic libraries in 91 countries worldwide.

It was found that as an artificial intelligence (AI)-powered real-time chatbot ChatGPT could effectively provide faculty and students with general guidance on locating the needed information resources and services in academic libraries, though its responses might not be accurate or truthful all the time. Embedded into the LibAnswers system of the Springshare’s products (www.springshare.com/libanswers/), LibChat serves as a real-time online chat tool used by academic libraries for reference services, but it is only available during the regular librarians' duty hours. This technical limitation does not meet the dynamic needs of faculty, students, staff, and local community users. Only well-optimized AI-driven chat products like ChatGPT could provide 24/7 online services to support uninterrupted academic library services in the future.

This study only examined the general capability and potential of ChatGPT3.5 in specific subject areas. Additional studies are needed to further explore how the latest capabilities of ChatGPT4.0 or newer version, such as its text-to-image, text-to-speech, text-to-text, text-to-video and Web search, could impact future reference services of academic libraries. ChatGPT’s primary optimization and upgrades in the future may also change and impact this study's findings. The comparison between ChatGPT and LibChat presents a significant breakthrough of the generative AI technology in academic libraries. This comparative study encourages more academic experts, faculty, librarians and scholars to track the advance of generative AI applications, including ChatGPT, adopted in academic learning environments. In addition, the ChatGPT's complete capability and potential enhanced and integrated in the future may go beyond what this study evaluated.

This study examined the strengths and weaknesses of ChatGPT applicable to reference services of academic libraries. Through a comparison between ChatGPT and LibChat, this study suggests that optimized AI online chatbots still have a long way to go to meet the dynamic needs of faculty and students in the ever-changing academic learning environments. To contribute to the existing research literature focusing on the rise of generative AI tools such as ChatGPT, this study provides a valuable reference for the applicability of generative AI applications in academic libraries to promote more library creation and innovation in the coming years of the 21st century.

This paper aims to demonstrate to lawmakers that the addition of art dealers to the designated non-financial businesses and professions (DNFBPs) definition would provide Australia with more comprehensive protection against money laundering within the art market.

The paper opted for an exploratory study using doctrinal and jurisdictional comparative analysis that focused on arguments for and against the inclusion of art dealers in respective DNFBPs definitions. Evaluation of these arguments concludes that art dealers should be included in Australia’s DNFBPs definition and subject to anti-money laundering (AML) regulation.

The current omission of art dealers from Australia’s DNFBPs definition perpetuates AML vulnerabilities within the Australian art market.

This paper fulfils an identified need to study high-value dealers not included in Australia’s DNFBPs definition and provide arguments for and against the inclusion of Australian art dealers in the listed DNFBP.