Journal of the Medical Library Association最新文献

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Taking it a step farther: acknowledging librarians' systematic review work in the promotion or tenure process. 更进一步:承认图书馆员在晋升或终身任职过程中的系统审查工作。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-04-01 Epub Date: 2026-04-13 DOI: 10.5195/jmla.2026.2202
Rebecca Raszewski, Abigail Goben
{"title":"Taking it a step farther: acknowledging librarians' systematic review work in the promotion or tenure process.","authors":"Rebecca Raszewski, Abigail Goben","doi":"10.5195/jmla.2026.2202","DOIUrl":"https://doi.org/10.5195/jmla.2026.2202","url":null,"abstract":"<p><p>Librarians' contributions to systematic review projects receive inconsistent recognition within promotion or tenure processes. A review of thirty-six academic libraries' norms and procedures revealed only two that mentioned systematic reviews. Recognition and inclusion of systematic reviews and other evidence synthesis is further complicated by variance in recognition of interdisciplinary work. This commentary provides recommendations for academic library leadership to establish standards for documenting and evaluating systematic review work in annual reviews and promotion or tenure, explicitly recognizing the value of participation in interdisciplinary scholarship, inclusion of search strategies as a scholarly output, and providing guidance for the external review process. We close with a call to action for professional organizations to establish centralized guidelines to ensure the full recognition of librarianship and scholarly participation in systematic reviews.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 2","pages":"178-183"},"PeriodicalIF":5.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13075571/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147692815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Brenda Linares, MLIS, MBA, AHIP, Medical Library Association President, 2024-2025. Brenda Linares, MLIS, MBA, AHIP,医学图书馆协会主席,2024-2025。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-04-01 Epub Date: 2026-04-13 DOI: 10.5195/jmla.2026.2449
Annabelle V Nuñez, Kate Flewelling, Emily Vardell, Kristine M Alpi
{"title":"Brenda Linares, MLIS, MBA, AHIP, Medical Library Association President, 2024-2025.","authors":"Annabelle V Nuñez, Kate Flewelling, Emily Vardell, Kristine M Alpi","doi":"10.5195/jmla.2026.2449","DOIUrl":"https://doi.org/10.5195/jmla.2026.2449","url":null,"abstract":"<p><p>In this profile, Brenda M. Linares, AHIP, Medical Library Association (MLA) president 2024-25 is introduced through a discussion of her contributions and commitment to growing the next generation of Latina library leaders. As the first Latina immigrant MLA president, she partnered with colleagues to build organizational structures to strengthen diversity, equity, and inclusion in multiple regional chapters of MLA. In addition to her focus on integrating her family into her professional engagements, Linares brought a strong business orientation from her bachelor's degree in Finance and her Master of Business Administration to her MLA leadership and to her professional role as Associate Dean of Library Services, University of Missouri-Kansas City (UKMC) Libraries.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 2","pages":"90-92"},"PeriodicalIF":5.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13075569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147692982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Expert-recommended tasks for hospital librarians during a healthcare system merger or acquisition: an e-Delphi consensus statement. 专家推荐的任务医院图书馆员在医疗保健系统合并或收购:一个e-Delphi共识声明。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-04-01 Epub Date: 2026-04-13 DOI: 10.5195/jmla.2026.2031
Stacy Posillico, Jaclyn Morales, Saori Wendy Herman
{"title":"Expert-recommended tasks for hospital librarians during a healthcare system merger or acquisition: an e-Delphi consensus statement.","authors":"Stacy Posillico, Jaclyn Morales, Saori Wendy Herman","doi":"10.5195/jmla.2026.2031","DOIUrl":"https://doi.org/10.5195/jmla.2026.2031","url":null,"abstract":"<p><strong>Objective: </strong>Limited empirical research is available to guide hospital librarians through a healthcare system merger or acquisition. To address this knowledge gap, an e-Delphi research study was used to develop recommended tasks that librarians should consider when consolidating the delivery of library services to a newly merged, geographically distributed healthcare system.</p><p><strong>Methods: </strong>This e-Delphi study was conducted and reported according to the Guidance on Conducting and REporting DElphi Studies (CREDES). The expert panel, composed of 29 hospital librarians, responded to four rounds of questionnaires during April to December 2022. In Round 1, the panelists' qualitative responses were collected and analyzed via thematic analysis to identify potential recommended tasks. In Rounds 2 through 4, tasks were eliminated or prioritized based upon the panelists' rating of each task using a seven-point Likert scale. Those tasks rated as 5, 6, or 7 by ≥75% of the panelists were included in the final consensus statement.</p><p><strong>Results: </strong>The consensus statement identifies 330 recommended tasks. Highly prioritized tasks involve cultivating beneficial relationships with others throughout the merger, particularly newly blended library teams, finance and administrative leadership, information technology/services, and vendors. Marketing and outreach activities and physical library space management tasks were not prioritized. The panelists emphasized understanding organizational context and culture throughout any merger.</p><p><strong>Conclusions: </strong>The recommended tasks can be used by hospital librarians to create an action plan for consolidating and delivering library services in the event of a healthcare system merger or acquisition. Future research on the utility of the recommendations is anticipated.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 2","pages":"125-135"},"PeriodicalIF":5.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13075583/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147693060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing patient care: the power of librarian-mediated literature reviews. 加强病人护理:图书馆员介导的文献综述的力量。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-04-01 Epub Date: 2026-04-13 DOI: 10.5195/jmla.2026.2246
Heather J Martin, Carrie Grinstead, Danielle Linden
{"title":"Enhancing patient care: the power of librarian-mediated literature reviews.","authors":"Heather J Martin, Carrie Grinstead, Danielle Linden","doi":"10.5195/jmla.2026.2246","DOIUrl":"https://doi.org/10.5195/jmla.2026.2246","url":null,"abstract":"<p><strong>Background: </strong>Our health system library fields thousands of requests for literature searches each year in support of research, policy, evidence-based practice projects, and care for individual patients. With fewer library staff than comparable institutions and an engaged, multidisciplinary clinical workforce, we face ongoing pressures to do more with less and to demonstrate our value.</p><p><strong>Case presentation: </strong>A 2021 article in the <i>Journal of Hospital Librarianship</i> offered an existing survey and basic project design that we used to assess our impacts. We adapted, with permission, the survey and methods of \"Analysis of a Hospital Librarian Mediated Literature Search Service at a Regional Health Service in Australia,\" a quality improvement project authored by Siemensma et al. (2021) [1]. Throughout 2023 we sent the adapted survey to all employees and affiliated clinicians who requested literature searches. The survey included five multiple choice questions as well as a free text box for comments. Respondents were asked to provide simple demographic information and consider the impact and quality of results they received from the librarian.</p><p><strong>Conclusions: </strong>Our survey-based evaluation of our literature search service underscores the importance of librarian-mediated literature searches for clinical practice, policy development, and patient care. Demonstrating hospital library impacts is increasingly important and increasingly challenging for understaffed teams. Assessments using previously published surveys are feasible for non-academic libraries and serve as compelling cases for the continued and expanded integration of library resources into clinical practice and decision-making.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 2","pages":"164-168"},"PeriodicalIF":5.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13075576/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147693099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing five generative AI chatbots' answers to LLM-generated clinical questions with medical information scientists' evidence summaries. 将五个生成式人工智能聊天机器人对法学硕士生成的临床问题的回答与医学信息科学家的证据摘要进行比较。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-04-01 Epub Date: 2026-04-13 DOI: 10.5195/jmla.2026.2333
Mallory N Blasingame, Taneya Y Koonce, Annette M Williams, Jing Su, Dario A Giuse, Poppy A Krump, Nunzia B Giuse
{"title":"Comparing five generative AI chatbots' answers to LLM-generated clinical questions with medical information scientists' evidence summaries.","authors":"Mallory N Blasingame, Taneya Y Koonce, Annette M Williams, Jing Su, Dario A Giuse, Poppy A Krump, Nunzia B Giuse","doi":"10.5195/jmla.2026.2333","DOIUrl":"10.5195/jmla.2026.2333","url":null,"abstract":"<p><strong>Objective: </strong>To compare answers to clinical questions between five publicly available large language model (LLM) chatbots and information scientists.</p><p><strong>Methods: </strong>LLMs were prompted to provide 45 PICO (patient, intervention, comparison, outcome) questions addressing treatment, prognosis, and etiology. Each question was answered by a medical information scientist and submitted to five LLM tools: ChatGPT, Gemini, Copilot, DeepSeek, and Grok-3. Key elements from the answers provided were used by pairs of information scientists to label each LLM answer as in Total Alignment, Partial Alignment, or No Alignment with the information scientist. The Partial Alignment answers were also analyzed for the inclusion of additional information.</p><p><strong>Results: </strong>The entire LLM set of answers, 225 in total, were assessed as being in Total Alignment 20.9% of the time (n=47), in Partial Alignment 78.7% of the time (n=177), and in No Alignment 0.4% of the time (n=1). Kruskal-Wallis testing found no significant performance difference in alignment ratings between the five chatbots (p=0.46). An analysis of the partially aligned answers found a significant difference in the number of additional elements provided by the information scientists versus the chatbots per Wilcoxon-Rank Sum testing (p=0.02).</p><p><strong>Discussion: </strong>Five chatbots did not differ significantly in their alignment with information scientists' evidence summaries. The analysis of partially aligned answers found both chatbots and information scientists included additional information, with information scientists doing so significantly more often. An important next step will be to assess the additional information, both from the chatbots and the information scientists for validity and relevance.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 2","pages":"94-104"},"PeriodicalIF":5.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13075580/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147692985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Navigating unique challenges: librarian perceptions in supporting physician associate (assistant) programs. 导航独特的挑战:图书管理员在支持医师助理(助理)计划方面的看法。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-01-01 Epub Date: 2026-02-17 DOI: 10.5195/jmla.2026.2211
Megan Jaskowiak, Michelle Nielsen Ott, Karina Kletscher
{"title":"Navigating unique challenges: librarian perceptions in supporting physician associate (assistant) programs.","authors":"Megan Jaskowiak, Michelle Nielsen Ott, Karina Kletscher","doi":"10.5195/jmla.2026.2211","DOIUrl":"10.5195/jmla.2026.2211","url":null,"abstract":"<p><strong>Objectives: </strong>This study examines the experiences of librarians who support physician assistant/associate (PA) programs, describing the unique challenges of these programs and outlining strategies that librarians adopt to engage these programs.</p><p><strong>Method: </strong>This mixed-methods study includes two phases: (1) a quantitative survey developed and distributed to library personnel in institutions with established or developing PA programs in the US and Canada, and (2) semi-structured interviews with fifteen selected survey respondents, focusing on their experiences and perceptions related to PA education support. The qualitative data were analyzed using thematic analysis.</p><p><strong>Results: </strong>Seventy-five survey responses were collected. Key findings from the survey include: most respondents were from universities with health sciences programs, with nursing and physical therapy being the most common additional programs. Most library-led instruction occurred during the didactic phase and focused on search skills and evidence-based practice. PubMed and UpToDate were the most library-promoted resources. Two thematic elements discovered through the semi-structured interviews were \"relationship building as paramount\" and \"impact of the learning curve on librarian workload.\"</p><p><strong>Conclusion: </strong>Librarians who support PA educational programs face challenges related to relationship building, financial resources, workload, and steep learning curves. The findings underscore the need for targeted professional development programs to equip librarians with the necessary knowledge and skills.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 1","pages":"21-30"},"PeriodicalIF":5.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12947935/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147327849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
bims: Biomed News. bims:生物医学新闻。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-01-01 DOI: 10.5195/jmla.2026.2288
Farhad Shokraneh
{"title":"bims: Biomed News.","authors":"Farhad Shokraneh","doi":"10.5195/jmla.2026.2288","DOIUrl":"10.5195/jmla.2026.2288","url":null,"abstract":"<p><p><b>bims: Biomed News</b>. February 5, 2017-Present. https://biomed.news/, Created by Thomas Krichel and directed by Gavin P. McStay. Free. Accessible via any web browser.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 1","pages":"79-82"},"PeriodicalIF":5.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12947930/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147327681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Introducing professional drug information resources to non-healthcare undergraduates: a case report on promoting drug information literacy. 向非卫生专业大学生引入专业药品信息资源:促进药品信息素养的案例报告。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-01-01 Epub Date: 2026-02-17 DOI: 10.5195/jmla.2026.2165
Hey Young Rhee, Kiyon Rhew
{"title":"Introducing professional drug information resources to non-healthcare undergraduates: a case report on promoting drug information literacy.","authors":"Hey Young Rhee, Kiyon Rhew","doi":"10.5195/jmla.2026.2165","DOIUrl":"10.5195/jmla.2026.2165","url":null,"abstract":"<p><strong>Background: </strong>Non-healthcare undergraduate students frequently seek drug-related information online, often relying on unverified sources such as Google or YouTube. Early exposure to professional drug information databases may promote evidence-based information-seeking habits.</p><p><strong>Case presentation: </strong>A one-hour training session on using Lexicomp, a professional drug information database, was conducted for 55 non-healthcare students and 58 pharmacy students at a women's university in South Korea. The session included live demonstrations and guided search tasks. Participants completed pre- and post-training surveys assessing their information-seeking behaviors, perceptions of source reliability, and intention to use Lexicomp. Students also ranked drug information types they typically searched for and anticipated using Lexicomp to find. Only 1.8% of non-healthcare students had prior knowledge of Lexicomp, compared to 100% of pharmacy students. After the training, 100% of non-healthcare students rated Lexicomp as more reliable than their usual sources, and over 90% expressed willingness to use it in the future. A marked shift in information-seeking priorities was observed, with greater emphasis on clinically relevant topics such as adverse effects and contraindications. Students reported increased confidence and found the platform easier to use than expected.</p><p><strong>Conclusion: </strong>A brief educational intervention was effective in improving drug information literacy among non-healthcare students. Early training in professional resources may foster long-term adoption of evidence-based practices in personal health information use.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 1","pages":"53-59"},"PeriodicalIF":5.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12947924/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147327801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Changing minds and methods: providing health sciences faculty with alternatives to systematic reviews assignments. 改变思想和方法:为健康科学教师提供系统评论作业的替代方案。
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-01-01 Epub Date: 2026-02-17 DOI: 10.5195/jmla.2026.2056
Laura Lipke, Neyda Gilman
{"title":"Changing minds and methods: providing health sciences faculty with alternatives to systematic reviews assignments.","authors":"Laura Lipke, Neyda Gilman","doi":"10.5195/jmla.2026.2056","DOIUrl":"10.5195/jmla.2026.2056","url":null,"abstract":"<p><strong>Background: </strong>Health sciences librarians frequently engage in discussions about the appropriate assignment of evidence synthesis reviews (ES) for graduate students as course, thesis, or capstone projects. Such reviews are often assigned to build the research skills needed in a clinical environment. In the assignment of these reviews, it has become apparent that health sciences faculty are often not familiar with required standardized methodologies. Incorrect methodologies can contribute to research waste and produce evidence that cannot be applied for its intended purpose.</p><p><strong>Case presentation: </strong>Health sciences librarians at an R1 institution ventured to address the ES review knowledge gap through a continuing education webinar for health sciences faculty and graduate students. The webinar provided guidance on systematic review (SR) methodology, optional alternative research assignments, and discussions encouraging the use of these assignments. The alternative assignments were developed based on those presented by Lipke & Price (2025), each with specific learning objectives and grading rubrics. Pre- and post-webinar surveys were conducted to gauge any changes in participants' knowledge, skills, or abilities related to the presented information.</p><p><strong>Conclusions: </strong>Study participants included six faculty and a graduate student. Survey results showed that participants had an improved understanding of, and placed increased importance on, ES method guidelines, with an equal understanding of the need for alternative assignments. The authors of this study will further evaluate the impact of this webinar and assess its effectiveness in changing health sciences research assignments.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 1","pages":"60-66"},"PeriodicalIF":5.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12947928/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147327756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What factors influence vocational medical students' self-perceived utilization of library resources? 影响高职医学生图书馆资源利用自我感知的因素有哪些?
IF 5.1 4区 医学
Journal of the Medical Library Association Pub Date : 2026-01-01 Epub Date: 2026-02-17 DOI: 10.5195/jmla.2026.2125
Shanshan Li, Wei Jiang, Xiaoli Dai
{"title":"What factors influence vocational medical students' self-perceived utilization of library resources?","authors":"Shanshan Li, Wei Jiang, Xiaoli Dai","doi":"10.5195/jmla.2026.2125","DOIUrl":"10.5195/jmla.2026.2125","url":null,"abstract":"<p><strong>Background: </strong>Numerous studies have emphasized the crucial role of library resources in improving educational outcomes. However, there is a significant gap in research on how vocational medical students, a key group in the healthcare workforce, utilize these resources. This gap in the research highlights the need to further investigate the unique challenges and factors influencing library resource utilization in vocational medical students.</p><p><strong>Case presentation: </strong>One hundred and seventeen vocational medical students from a medical vocational college were assessed what influenced their library resource usage. An online survey was conducted to collect data on usage patterns, satisfaction with library resources, and satisfaction with self-reported retrieval abilities. The sample included 48 males and 69 females, with an average age of 19.1±0.7 years. Of the participants, 38.5% (45 students) reported effective library resource utilization. Lasso regression and logistic regression analyses identified two key predictors: satisfaction with library's space capacity (OR 4.26, 95% CI 1.438~12.622) and satisfaction with resource retrieval ability (OR 7.362, 95% CI 1.311~41.341). ROC analysis revealed a high predictive value, with an area under the curve (AUC) of 0.866 (95% CI 0.796~0.936).</p><p><strong>Conclusions: </strong>This study identified satisfaction with library's space capacity and satisfaction with resource retrieval ability as key factors influencing library resource utilization by vocational medical students. To enhance library resource utilization, targeted strategies such as strengthening library infrastructure and improving students' information literacy should be considered.</p>","PeriodicalId":47690,"journal":{"name":"Journal of the Medical Library Association","volume":"114 1","pages":"31-37"},"PeriodicalIF":5.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12947934/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147327844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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