Social and Behavioral Sciences Commons^™

Agenda Evolution And Cross-Agency Coordination Identification In U.S. Artificial Intelligence Policy During Trump's Second Term: An Ace-Lda-Based Policy Text Analysis, Hongkun Tian

Journal of Scientific Information Research

[Purpose/significance] In response to the frequent issuance of U.S. artificial intelligence (AI) policies, pronounced textual heterogeneity, and strengthening cross-agency linkages during the early period of Trump's second term, this study identifies the agenda structure, stage-specific shifts, and patterns of cross-agency coordination in U.S. AI policy, thereby providing a basis for science and technology security assessment in China. [Method/process] Using a corpus of 26 national-level and agency-level policy documents issued in 2025, this study constructs an ACE-LDA framework that builds on LDA document-topic distributions by incorporating cross-period topic alignment, a conservation mechanism for topic transitions, and a verifiable evidence chain. The …

Research On Feature Analysis And Automatic Generation Of Innovative Highlights Of Academic Papers Based On Large Language Model, Tianshi Cong, Wei Zhang

Journal of Scientific Information Research

[Purpose/significance] In response to the problems of non-standard expression in academic abstracts and lack of standardized methods for writing innovative highlights, this study explores an automatic generation method for innovative highlights based on the large language model. The aim is to provide researchers with diverse expression references and optimization suggestions, assist them in more accurately extracting and presenting research innovation points, improve the accuracy of academic innovation expression, and serve innovation content evaluation. [Method/process] Firstly, using the theory of ternary function in systemic functional linguistics, this paper analyzes the innovation highlights from multiple dimensions, such as innovation triggers, core terms, …

From Shallow Semantic Analysis To Knowledge Intelligence:Paradigm Shifts In Full-Text Bibliometrics Driven By Large Language Models:A Review Of The 2025 Academic Salon On Full-Text Bibliometric Analysis, Haicheng Zhou, Shuo Xu, Jin Mao, Liang Chen, Guoxiu He

Journal of Scientific Information Research

[Purpose/significance] In September 2025, the 8th Chengdu Conference on Scientometrics & Evaluation, hosted by the National Science Library (Chengdu), Chinese Academy of Sciences, and undertaken by the Scientometrics & Evaluation Research Center (SERC), was held in Chengdu. This article reviews the Academic Salon on Full-Text Bibliometric Analysis at the forum, summarizing methodological advances, application expansion, and paradigm shifts in full-text bibliometrics in the era of large language models (LLMs), and providing references for future research. [Method/process] Based on invited talks and on-site discussions, this article synthesizes the research paradigms and application directions of LLM enabled full-text bibliometrics. It highlights key …

Research On Deconstruction Method Of Health Product Marketing Narrative Process From A Data-Driven Perspective, Yinuo Liu, Can Lu, Jianlin Yang

Journal of Scientific Information Research

[Purpose/significance] Against the backdrop of the platform economy, traditional misinformation detection tools are insufficient to identify "halt-true and halt-false" health information, which poses challenges to the public's health information literacy. Thus, systematic deconstruction of the narrative techniques and dissemination mechanisms of health marketing information is of critical academic and practical significance. [Method/process] From a data-driven perspective, this study constructs an integrated analytical framework characterized by the tri-layered interaction of "narrative construction, resource organization, and cognitive impact". Drawing on information ecology theory and framing theory, it further employs deep learning, semantic similarity analysis, and other methods to empirically deconstruct the data …

Research On The Early Warning Model Of Online Public Opinion Risk Based On Cross-Social-Media Platforms, Tiejun Cheng, Tong Wang, Jianxiang Wei, Lanping Feng

Journal of Scientific Information Research

[Purpose/significance] Under the influence of cross-social media interactions, online public opinion can ferment simultaneously across different media platforms, deeply interact, and resonate multiple times, which is more likely to trigger a chain reaction of risks or even new types of risks. Therefore, it is significant to analyze the interactive influence of risks based on cross-social media public opinion data to promote the management of online public opinion towards preemptive prevention and early warning. [Method/process] Firstly, based on the analysis of the risk characteristics of cross-social media public opinion, a risk early warning indicator system for cross-social media online public opinion …

Using The Citation Patterns To Establish Associations Among Poets: A Method For Joint Sentiments And Topics Of Allusion Words, Xiaomin Li, Xiaoqin Zhang, Hao Wang, Wenru Bu, Shi Bin

Journal of Scientific Information Research

[Purpose/significance] Establishing literary connections between poets from the perspective of allusion citation is of great significance for exploring information on unknown poets and understanding their works. [Method/process] This study investigates poets' citation patterns from the perspective of allusion citation, integrating both emotional and thematic features. Regarding emotional features, we construct a sentiment recognition model for poetic lines using the Dictionary of Tang Poetry Appreciation, which combines poems with their corresponding critical annotations. The model predicts the sentiment of each poetic line, which is then aligned with the sentiment of the cited allusion to derive citation sentiment. By quantifying the distribution …

Research On Interdisciplinary Scientific Research Behavior Of Nobel Prize Laureates In The Field Of Natural Sciences, Gao Zhi, Gang Sun

Journal of Scientific Information Research

[Purpose/significance] This study explores the evolutionary patterns of interdisciplinary research behavior among Nobel Prize laureates in natural sciences over their careers and its impact on academic performance, aiming to provide theoretical foundations and policy implications for the cultivation of high-level scientific talents and the management of interdisciplinary research. [Method/process] The study focuses on Nobel Prize laureates in natural sciences who began publishing papers since 1960. Using panel data models, it analyzes the authorship patterns, volume, interdisciplinarity, and academic impact of interdisciplinary publications from a career perspective. [Result/conclusion] The interdisciplinary behavior of Nobel Prize laureates in natural sciences exhibits significant stage-based …

Research On The Value Embedding And Bias Mitigation Strategies Of High-Quality Chinese Corpus：——An Interdisciplinary Construction Based On Library And Information Science And Cognitive Linguistics, Lanyu Zhou

Journal of Scientific Information Research

[Purpose/significance] This study aims to provide an interdisciplinary solution to address the core issues existing in the construction of Chinese corpus, such as structural shortage of language materials, technical adaptation predicament, and insufficient cultural value penetration, thereby promoting the standardized construction of Chinese corpus resources, cultural inheritance, and the development of AI ethics. [Method/process] By integrating theories and methods from library and information science and cognitive linguistics, this study orderly answers the questions of "how Chinese values are carried by language" and "how to organize language materials carrying Chinese values", thereby enhancing the cultural sensitivity and ethical concern of Chinese …

Critical Information Literacy Education And The Response To Ai Disinformation:The Experience From Finland, Haixia Wang, Zonghuang Xu, Jin Shi

Journal of Scientific Information Research

[Purpose/significance] Studying Finland's experience in critical information literacy education in dealing with AI disinformation can provide a reference for China to prevent related risks, optimize the information literacy education system, and enhance the national ability to identify disinformation. [Method/process] We systematically analyzed Finland's practice and achievements in critical information literacy education in response to AI disinformation, and summarized beneficial experiences. [Result/conclusion] Finland has formed a multi-subject collaborative national education network through a cross-departmental linkage mechanism, established a lifelong learning framework covering all stages of education, adopted an embedded teaching model to integrate critical thinking cultivation into various subject courses, and …

A Bibliometric Study Of The Journal “College Libraries”: 2020–2024, Satyajit Paul

Library Philosophy and Practice (e-journal)

No abstract provided.

Integrating Curriculum-Aligned Moocs Into Multidisciplinary Engineering Education: Insights From Learning Analytics And Student Perceptions In A Large-Scale Coursera Implementation, Kodandarama, Manjushree G., Nagesh

Library Philosophy and Practice (e-journal)

The contemporary teaching learning practices witnessed a significant shift within outcome-based education frameworks adopting of Massive Open Online Courses (MOOCs) into formal higher education curricula. The study focused to evaluate integration of Coursera MOOCs across various engineering and management undergraduate and postgraduate programs at P.E.S. College of Engineering, Mandya.  A total 2980 students completed 22393 courses within a single semester, engaging more than 105,000 cumulative learning hours.

The study combined the learning analytics from the platform and  feedbacks from a structured questionnaires responded by 1072 students to examine engagement patterns, perceived instructional quality, assessment effectiveness, learning outcomes, and technological accessibility. …

Right To The Library: Following Urban Planning Away From Stakeholder Theory, Jaime Taylor

Urban Library Journal

In the field of urban planning,  a well-established and growing body of discourse encourages reconsideration of stakeholder theory. Like urban planning, librarianship has been using stakeholder theory nearly since the theory’s inception, with its prevalence accelerating since the mid-1990s. However, compared to planning, librarianship’s use of stakeholder theory has been undertheorized; in three decades, there have not been meaningful advances or critiques of stakeholder theory’s place in library management. This article will review the advent of stakeholder theory in the business management literature; distill urban planning’s criticism of the theory and ideas for moving past it; and suggest what from …

Taking Interpretative Phenomenological Analysis Further: Reviewing Recent Developments And Innovations In Ipa Research, Jonathan A. Smith

The Qualitative Report

This paper reviews recent developments in interpretative phenomenological analysis (IPA) research methodology: longitudinal; multi-modal; mixed methods. For each of these developments the paper describes how the innovation is being implemented and the distinctive contribution arising from making these advancements in IPA design. I also provide two detailed examples of studies using each of the advanced methodologies along with suggestions for further reading. The paper also includes briefer discussion of recent changes in some of the terminology employed in IPA analysis and recent guidance on writing and evaluating high quality IPA.

Assessing Awareness And Use Of Artificial Intelligence Tools Among Library Personnel In Public And Private Institutions In Ekiti State, Nigeria, Thomas Aanu Ojo

Library Philosophy and Practice (e-journal)

Artificial Intelligence is a technology integrated into libraries as a tool to help eliminate tedious and repetitive tasks. However, its awareness and use in libraries are still in the early stages. Therefore, this study investigated the awareness and use of AI tools among library personnel in public and private institutions in Ekiti State, Nigeria. The study population comprised 107 library personnel in Ekiti State. The questionnaire was used to elicit data. Descriptive statistics of frequency count, percentage, mean and standard deviation were used to analyse the data. The findings revealed that the level of awareness of AI tools among library …

Safeguarding Childhood: A Comprehensive Review Of Child Abuse In Pakistan, Zohra Asad, Khadija Khaja

Journal for Social Work Scholar-Practitioners

Child abuse is a phenomenon that has affected children from every country, culture, or socio-economic class. Children who are abused or neglected may be more likely to repeat the cycle of violence by entering violent relationships as teens and adults, or with some abusing their children. This paper aims to explore child abuse in Pakistan, the incidence of child abuse, and ways to address it. This academic article seeks to investigate and examine the patterns of child abuse in Pakistan. This report offers insights into the prevalence, types, risk factors, and effects of child abuse in Pakistan by reviewing the …

The Emergence And Evolution Of Doctor Of Social Work Programs (Dsw): A Review Of Dsw Education, Student Outcomes, And Implications For The Profession, Cynthia Franklin, Will Francis, Katherine Montgomery

Journal for Social Work Scholar-Practitioners

The Doctor of Social Work (DSW) degree has experienced rapid growth since its resurgence in 2007, with a 260% increase in accredited programs between 2014 and 2019. This literature review synthesizes recent empirical and conceptual publications (approximately 2021–2026) on DSW programs, examining their historical development, distinctions from the research-focused PhD in social work, student demographics and motivations, program quality and graduate outcomes, and the role of cohort structures in online and hybrid learning environments. Findings indicate that DSW programs occupy a unique program type in the social work education continuum and serve a distinct population of experienced practitioners seeking advanced …

Treating The Trauma Beneath The Violence: A Reappraisal Of Intimate Partner Violence Perpetrator Interventions, Huda S. Shaikh, Vanessa Cordoba

Journal for Social Work Scholar-Practitioners

Intimate partner violence (IPV) remains a global public health emergency with little meaningful reduction in prevalence over the past two decades, despite extensive micro-level interventions targeting perpetrators through batterer intervention programs (BIPs) and legal accountability mechanisms (Arce et al., 2020; Babcock et al., 2004; Shetty, 2025; WHO, 2025). Using a macro social work and epistemological lens, this paper argues that the IPV field and judicial systems, particularly in the United States, have relied on an outdated and largely reactive paradigm that obscures the trauma histories of perpetrators, neglects intergenerational and neurobiological mechanisms, and perpetuates epistemic injustice toward both survivors and …

Becoming A Scholar-Practitioner: Reflections From A Dsw Journey, Paulette S. Smith

Journal for Social Work Scholar-Practitioners

This reflective article examines the development of scholar-practitioner identity throughout a Doctor of Social Work (DSW) program. Drawing from experiences in clinical practice, teaching, leadership development, and academic scholarship, the article explores how doctoral education transformed the author’s understanding of the relationship between research, practice, and social work leadership. Attention is given to the integration of scholarship into real-world practice and the evolution of professional identity through critical reflection, applied research, and curriculum development.

The article highlights the development of a 14-week master’s-level social work curriculum focused on the social justice implications of cannabis prohibition as a central capstone project. …

Reconsidering The Dsw-Phd Divide In Social Work Education: Administrative Implications For Faculty Roles, Recognition, And Support, Jesse Gilreath, Laura H. Trull, Brittany Stahnke, Madeline Shipley

Journal for Social Work Scholar-Practitioners

As Doctor of Social Work (DSW) programs expand and increasing numbers of DSW graduates enter academia, questions persist regarding how DSW and Doctor of Philosophy (PhD) preparation are valued and integrated within social work education. Historically, the PhD has been viewed as the primary pathway for academic careers, while the DSW has been framed as a practice-oriented degree. However, this distinction increasingly reflects institutional assumptions rather than actual faculty contributions. This commentary examines the evolving role of DSW-prepared faculty in academic social work by integrating existing literature with findings from an illustrative survey of DSW-prepared faculty in Council on Social …

Bridging Awareness And Action: A Multilevel Model Of Organizational Learning, Safety Climate, And Sickle Cell Trait Safety Compliance, Kimberly Snowden

Annual DBA Scholars Conference

Despite the existence of NCAA and National Athletic Trainers’ Association guidelines, preventable sickle cell trait (SCT)-related adverse events continue to occur in athletic settings. This study examines how organizational learning capacity, safety climate, leadership commitment, and individual risk perception influence compliance with SCT safety protocols and related safety outcomes. Drawing on Organizational Learning Theory, Safety Climate Theory, and the Health Belief Model, the study proposes a multilevel framework tested through an explanatory sequential mixed-methods design. Findings are expected to identify organizational predictors of compliance and provide practical recommendations to strengthen SCT safety implementation and reduce preventable athlete harm.

Internship Factors That Affect Job Pursuit Intention In Nonmetropolitan Areas, Alex R. Henkel

Annual DBA Scholars Conference

Demographic trends show an outmigration of young adults from areas outside metropolitan areas, leaving employers and colleges looking for ways to reduce or reverse the trends. This mixed methods explanatory sequential study seeks to explain how internships relate to college graduates’ post-graduation plans via a study population of approximately 630 college seniors in a nonmetropolitan regional college. The study will survey students via two waves followed by in-person interviews using an integrated model combining Job Embeddedness Theory and Job Characteristics Model in a novel application that may suggest new approaches for internship programs to retain young people in nonmetropolitan areas.

Microbusiness Owner-Managers And Financial Planning: A Transtheoretical Model Of Behaviour Change Approach, Christopher L. Gorman

Annual DBA Scholars Conference

The practitioner-scholar proposes a cross-sectional study to investigate how microbusiness owner-managers adopt financial planning behaviour through the lens of the Transtheoretical Model of Behaviour Change (TTM). The study will examine the TTM’s stages of change and the factors that influence these owner-managers’ decisions to engage in financial planning. By applying a behaviour change framework to an underexplored area of financial planning research, the study will aim to identify barriers and opportunities to microbusiness owners’ adoption of financial planning. The findings will inform strategies CFP^® professionals can use to enhance client engagement, communication, and decision-making among microbusiness owner-managers.

Grandma's Hands, Eric Rand

Teaching Social Studies in the Peach State

The purpose of this collaborative community based cookbook project is to archive personal memories, recipes, and experiences that contribute to the story of America. Educators are positioning students to become local historians by interacting with elders in their families or communities retrieving lost or unknown narratives regarding the different dishes. This manuscript provides educators with detailed teacher notes through 4 phases to help them and students work through the semester on the project building on additional knowledge learned through traditional course work. Students will use technology like voice recorders, and graphic design platforms to ground their finished product. Moreover educators …

Weapons Of Mass Destruction In The Curriculum: Textbook Narratives And Georgia's Standards Of Excellence, Kason Kendall, Robby Freetly

Teaching Social Studies in the Peach State

This article examines how weapons of mass destruction (WMDs) and the 2003 invasion of Iraq are represented in Georgia's social studies curriculum. Standard SSUSH23.a of the Georgia Standards of Excellence requires instruction on the War on Terror but does not specify how WMDs or the Iraq War's contested justification should be addressed, leaving curriculum deelopers significant discretion. This study analyzes two widely circulated U.S. history textbooks, The American Visoin and United States History: Reconstruction to the Present, finding that both emphasize WMDs as a central justification for invasion while giving limited attention to post-invasion findings that no stockpiles were discovered. …

Baseball’S Anti-Trust Exemption And Major League Baseball Labor Relations In The 20th Century, Shawn M. Smith

Bound Away: The Liberty Journal of History

Baseball, being America's pastime and the most popular sport in the professional ranks from the 1870s onward for at least another century beyond that, gives us a lens wherethrough we may see so much about American culture, economics and society during this time period. This work looks at baseball’s unique economic position throughout the 20th century and how it changed over the course of time. Baseball had an exclusive arrangement unavailable to other industries in that it had an anti-trust exemption, which was based on the 1922 Supreme Court decision in  Federal Baseball Club of Baltimore v. National League. …

The Declaration Of Sentiments: A Womanist Perspective, Emmalee Layton

Bound Away: The Liberty Journal of History

This paper examines the Declaration of Sentiments, an influential document in the creation of the early feminist movement, through a womanist lens. This paper aims to address whether the formulation of the Declaration of Sentiments had Black women’s liberation in mind, and how feminist movements must approach misogyny and racialization as co-constitutive in order to create liberatory strategies for Black women. This paper examines specific grievances that are outlined within the Declaration of Sentiments which are then put into historical context to signal whether the Declaration of Sentiments addresses the nuances of misogynoir and effectively strategizes for Black women’s liberation …

All That Glitters Is Not Gold: Consuelo Vanderbilt And Transatlantic Marriages In The Gilded Age, Katie M. Cassady

Bound Away: The Liberty Journal of History

Between 1865 and the onset of World War I, wealthy American women increasingly married titled European men. These marriages played a critical role for both parties: the newly moneyed elite asserted its claim to social status, and depleted European nobility regained the funds so essential to their longevity. By 1915, 454 American heiresses had married into the European aristocracy. In one famous example, Consuelo Vanderbilt was forcibly wed to the ninth Duke of Marlborough. As the Vanderbilt family labored to assimilate themselves into old-money New York society, the opportunity to tie their family name to English nobility could catapult the …

In Memory Of Jane Widtfeldt Meged, Luis Miguel Brito, Cristina Carvalho

International Journal of Tour Guiding and Visitor Attraction Research

Short piece in Memory of Jane Widtfeldt Meged, founder member of Editorial Board of the International Journal of Tour Guiding and Visitor Attraction Research

Connecting Tourism And Mobility: The Emerging Role Of Interpreter-Driver Guides After Deregulation In Japan, Naoko Tanaka

International Journal of Tour Guiding and Visitor Attraction Research

Recent regulatory changes in Japan have enabled licensed interpreter-guides to engage in driver-guiding, combining guiding and driving within a single professional role. While driver-guiding has attracted attention as a means of improving tourist mobility and diversifying tourism services, limited research has examined how interpreter-guides themselves experience and negotiate this emerging form of work under conditions of deregulation. This study explores interpreter-guides’ engagement in driver-guiding through qualitative interviews with 14 licensed interpreter-guides operating in rural and urban contexts in Japan. Drawing on thematic analysis, the study examines how driver-guiding is practiced, understood, and experienced in relation to mobility, working conditions, and …

Threading Tales: Library Engagement Through Stitchcraft​, Jennie Tobler-Gaston, Marina Zendejas

Criss Library Faculty Proceedings & Presentations

StitchCraft began as a Crochet 101 session that fell short of its original goal but revealed a strong student desire for connection. In response, our academic library launched a weekly StitchCraft gathering that evolved into a sustained, student-driven community. This table talk explores how consistency, visibility, and student ownership transformed a one-time program into an ongoing outreach initiative, culminating in the distribution of 65 handmade winter items to campus community members.