Ye Yuan, A.M.K. Yanti Idaya, A. Noorhidawati, Yi-Shuai Xu, Guan Wang
{"title":"Unveiling the dynamics of research data management: Insights from bibliometric and BERTopic analysis","authors":"Ye Yuan, A.M.K. Yanti Idaya, A. Noorhidawati, Yi-Shuai Xu, Guan Wang","doi":"10.1016/j.acalib.2025.103126","DOIUrl":"10.1016/j.acalib.2025.103126","url":null,"abstract":"<div><div>With the continuous progress of open science and the refinement of research data policies, research data management has become an important component of the modern scientific ecosystem. This study aims to: (i) systematically analyze the publication characteristics of RDM-related research, (ii) identify its key research topics and to reveal its semantic structures and thematic features. To achieve this, a combination of bibliometric analysis and BERTopic-based topic modeling was applied to 1154 RDM-related articles indexed in the Web of Science database from 2005 to 2024. The results show a notable increase in RDM research outputs since the FAIR principles were introduced in 2016, with journals coming from the fields of library science, information science, and medical informatics highlighting the interdisciplinary nature of the field. Analysis of international collaboration shows that the United States, the United Kingdom, and Germany occupy a central position, with increasingly diverse patterns of global collaboration. The BERTopic modeling identified 18 representative topics, which were divided into four semantically coherent research directions: Cluster 1 focuses on institutional services, capacity development, and platform support; Cluster 2 focuses on data citation, research assessment, and collaboration networks, emphasizing the role of RDM in assessing impact and scholarly collaboration; Cluster 3 addresses data sharing, reuse and misuse, highlighting governance challenges related to data use norms and risk control; Cluster 4 covers open science strategies, open access publishing and journal data policies, highlighting how RDM is increasingly embedded in scholarly communication. This study fills gaps in previous reviews on subject hierarchy and semantic modeling and provides theoretical insights and methodological support for strengthening research data governance and fostering interdisciplinary collaboration.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103126"},"PeriodicalIF":2.3,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The price of productivity: Burnout and technostress among academic library workers","authors":"Sarah T. Zipf","doi":"10.1016/j.acalib.2025.103125","DOIUrl":"10.1016/j.acalib.2025.103125","url":null,"abstract":"<div><div>New technology is often associated with increased productivity. However, when technology is centered over that of human-interaction, it can create unintentional consequences that impact library workers' effectiveness and feelings of burnout. This study seeks to understand these effects by examining the intersection of burnout, feelings about technology, and the impact it all has on academic library workers' sense of effectiveness. Using a scale to measure technostress, including ranked and open-ended responses, fifty-four surveys were collected from academic library workers. Findings demonstrate that academic libraries are technocented environments and are influenced by technology related stressors, such as constant connectivity, disruption, and role overload. Even though academic library workers describe improved productivity, technology overuse negatively effects library workers' wellbeing. Academic leaders seeking to foster well-0being must account for how new and existing technologies mediate library workers' ability to sustain relational focus with patrons and colleagues. This consideration is essential when adopting technologies aimed at improving technology effectiveness. This study offers academic library leadership considerations for creating human-centered approaches when using and adapting new technology.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103125"},"PeriodicalIF":2.3,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alexander J. Carroll , Joshua Borycz , Nicole K. Stephens , Amanda R. Lowery
{"title":"Scaffolded information literacy and data literacy instruction within undergraduate science and engineering laboratory courses: A longitudinal assessment","authors":"Alexander J. Carroll , Joshua Borycz , Nicole K. Stephens , Amanda R. Lowery","doi":"10.1016/j.acalib.2025.103124","DOIUrl":"10.1016/j.acalib.2025.103124","url":null,"abstract":"<div><div>Science, technology, engineering, and mathematics (STEM) educators view science process skills like designing hypotheses, finding relevant technical information, synthesizing literature, analyzing data, visualizing results, and presenting findings as among the most valuable things a novice scientist can learn within the undergraduate curriculum. These skills overlap considerably with the competencies academic librarians categorize as information literacy skills: formulating research questions, assessing information needs, organizing information, synthesizing multiple sources, and communicating findings across multiple different media formats. We explored whether laboratory courses were an effective context for information and data literacy by scaffolding instructional interventions across three years of the undergraduate biomedical engineering (BME) curriculum. Utilizing a longitudinal pre-test/post-test design, we analyzed students' performance on multiple-choice and open-response assessments to evaluate their knowledge gains and retention over time. Our results indicated statistically significant improvements in students' ability to identify appropriate information sources and relevant library-licensed resources for different types of technical information. This suggests that science and engineering students can benefit from having librarians consistently offer guest-lectures throughout their academic careers, if these instructional interventions are customized to align with the specific tasks students will be expected to complete within their coursework. These findings also emphasize the importance of librarians and STEM educators collaborating to design instructional interventions together to create customized learning experiences that align with course objectives.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103124"},"PeriodicalIF":2.3,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144890103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fake references and the value of citation databases","authors":"Leo Van Hove","doi":"10.1016/j.acalib.2025.103123","DOIUrl":"10.1016/j.acalib.2025.103123","url":null,"abstract":"<div><div>A recent article by Camp et al. (2025) proposes measuring the impact of counterfeit citations in academic databases using a variant of Metcalfe's law. While insightful, the metric exhibits suboptimal properties: the loss in value increases disproportionately with database size, and the value of a fully contaminated database remains strictly positive. I propose an alternative metric that retains the network logic of Metcalfe's law while addressing both issues. This metric, however, rests on key assumptions that merit empirical scrutiny, including the relative impact of fake <em>versus</em> valid citations as well as the broader applicability of Metcalfe's law to citation networks.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103123"},"PeriodicalIF":2.3,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144886244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Navigating a house with many rooms: A discipline-based approach to assessing digital scholarship","authors":"Adam Clemons","doi":"10.1016/j.acalib.2025.103121","DOIUrl":"10.1016/j.acalib.2025.103121","url":null,"abstract":"<div><div>As academic libraries seek to expand support for digital scholarship, soliciting input from users is critical. Traditional strategies for assessing user needs and expectations have assumed shared understandings across academic disciplines about how digital scholarship is used and defined, leading to evaluation methods that target user groups based on status rather than disciplinary affiliation. While this traditional approach has provided useful feedback to libraries, the results are not always accurate and dependable. To address this issue, the following paper reports on a discipline-specific approach to assessing user needs and expectations that accounts for disciplinary-differences in how digital scholarship is used and understood. The results, which are more accurate and dependable, can be used to address discipline-specific user needs while also facilitating better engagement with targeted user groups to facilitate and develop new and improved library digital scholarship services, resulting in increased user interest and participation.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103121"},"PeriodicalIF":2.3,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144863973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"AILIS 1.0: A new framework to measure AI literacy in library and information science (LIS)","authors":"Michela Montesi , Belén Álvarez Bornstein , Núria Bautista Puig , Manuel Blázquez Ochando , Alicia Sánchez Díez","doi":"10.1016/j.acalib.2025.103118","DOIUrl":"10.1016/j.acalib.2025.103118","url":null,"abstract":"<div><div>As artificial intelligence (AI) becomes more embedded in academic and professional settings, assessing and improving AI literacy among current and future information professionals is increasingly important. However, research in this area within Library and Information Science (LIS) remains exploratory, and more evidence is needed to guide training and curriculum design. This study assesses AI literacy among LIS students and librarians, highlighting key areas and groups for targeted training.</div><div>To this end, the AILIS 1.0 questionnaire was developed from existing AI literacy tools in higher education and adapted to the LIS context with expert input. It was administered to 163 respondents at the Complutense University of Madrid (Spain). Descriptive statistics and non-parametric tests were used to examine gender and group differences. To further validate the findings, three focus groups with LIS undergraduates were conducted.</div><div>Functioning, Ethics, and Evaluation emerged as core dimensions of AI literacy. Functioning scores correlated strongly with all other dimensions except self-assessed Usage. Overall, library professionals outperformed students, particularly in Ethics and Usage. However, students, especially first-years, reported higher self-efficacy despite lower performance, indicating a tendency to overestimate their AI literacy, as confirmed by focus groups.</div><div>The research underscores the need for educational strategies in AI literacy and greater involvement of educators and professionals. The higher AI literacy shown by librarians should encourage professionals to take more active roles in AI literacy training. Finally, results highlight the potential of AILIS 1.0 as a diagnostic tool, but also as a framework to evaluate AI literacy within LIS.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103118"},"PeriodicalIF":2.3,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144852036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"User requirements prioritisation for research data management services (RDMS) in Myanmar university libraries: Multi-stakeholder perspectives using the KANO model","authors":"Aint Thin Zar Kyaw , Lihong Zhou","doi":"10.1016/j.acalib.2025.103122","DOIUrl":"10.1016/j.acalib.2025.103122","url":null,"abstract":"<div><div>This study investigates the prioritisation of RDMS requirements from multi-stakeholder perspectives in Myanmar university libraries, employing the KANO model across four themes: RDM planning, research data collection, research data processing and analysis, and research data preservation and sharing. Data was collected from multi-stakeholders who are in four major university libraries in Myanmar, which are geographically distributed and research incentive nature. The findings reveal that all requirements vary in different priority level from multi-stakeholder perspectives. Six requirements were classified as “one-dimensional (O),” one as “attractive (A),” and the remaining as “indifferent (I).” Top priority requirements include specific and explicit RDM guidelines, access to open data resources, user-friendly access, information retrieval systems training, access to data analysis applications and secure research data storage methods. The study provides a framework for prioritising RDMS requirements based on multi-stakeholder perspectives, offering valuable insights for Myanmar university libraries and other developing areas initiating RDMS implementation. The results also have a global impact, informing the development of research support services and strategies for resource allocation within RDMS.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103122"},"PeriodicalIF":2.3,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144852037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Digital inclusion in higher education: A web content accessibility evaluation of best Asian university library websites","authors":"A.R. Arya Asok , R.V. Rekha","doi":"10.1016/j.acalib.2025.103120","DOIUrl":"10.1016/j.acalib.2025.103120","url":null,"abstract":"<div><div>Digitization in higher education has opened up exciting opportunities for easy access to a multitude of knowledge sources. These information centers are currently mostly distributed through educational websites. If web content isn't accessible, it denies equal access to information—a basic human right. Breaking these digital barriers is essential for a fair and inclusive academic environment. Persons with disabilities often encounter such barriers when they try to access information from digital resources. This study aims to evaluate the information accessibility status of the best Asian University library websites based on compliance with the WCAG 2.1 standard. The study population consists of the best 50 Asian Universities from Times Higher Education 2024 ranking data. The study employed Website Accessibility Conformance Evaluation Methodology (WCAG-EM) with the combination of WAVE and axe Dev tools. The study found that contrast errors, lack of text alternatives for non-text, missing form labels, etc., are major accessibility issues. And alarmingly, these websites fail to meet even the basic compliance standards established by WCAG. Furthermore, the Kruskal-Wallis test revealed <em>p</em> = 0.073 for WAVE and <em>p</em> = 0.198 for axe Dev, indicating no statistically significant link between website categories based on web performance score. These results underscore the urgent need for action to create an equitable, inclusive web environment.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103120"},"PeriodicalIF":2.3,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144841962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Equity gaps in information literacy: A case study and methodological exploration","authors":"Sarah P.C. Dahlen, Joy Hopkins Camp","doi":"10.1016/j.acalib.2025.103119","DOIUrl":"10.1016/j.acalib.2025.103119","url":null,"abstract":"<div><div>Equity gaps are disparities in educational outcomes and access to opportunities that are rooted in systemic inequities. Higher education has been attentive to equity gaps in course grades, grade point average, and graduation and retention rates, but less so to gaps in specific academic outcomes. This study investigates how equity gaps can be measured in information literacy, a core academic competency, by conducting a case study using rubric scores of student papers. Various measures of equity gaps are employed and evaluated to provide guidance for future work in this area. While no equity gaps were identified in this sample, considerations for each of the methods are discussed.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103119"},"PeriodicalIF":2.3,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
LeEtta Schmidt, Evan Fruehauf, Andrew Beman-Cavallaro
{"title":"Becoming a leader in AI literacy instruction by not reinventing the wheel","authors":"LeEtta Schmidt, Evan Fruehauf, Andrew Beman-Cavallaro","doi":"10.1016/j.acalib.2025.103117","DOIUrl":"10.1016/j.acalib.2025.103117","url":null,"abstract":"<div><div>Libraries are at a critical moment to lead in AI literacy, but success doesn't demand starting from scratch. By building on familiar frameworks for information literacy, outreach, and instructional design, libraries can quickly and effectively meet the challenges of generative AI. This article showcases how one research-intensive university library leveraged existing strengths—through AI-focused guides, workshops, grants, and cross-campus partnerships—to embed AI literacy across its academic community. Rather than reinventing the wheel, the library expanded proven methods to support ethical, critical, and informed engagement with AI technologies. This case study offers a practical, scalable model for any library seeking to empower users and stake a leadership role in the rapidly evolving AI landscape.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103117"},"PeriodicalIF":2.3,"publicationDate":"2025-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144766833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}