Digital Commons Network^™

A Review Of The Challenges And Exploration Of The Pathways For Government Data Quality Management From The Perspective Of Data Governance, Qiyu Zhao, Taitian Mao, Yulan Liu, Yuanzhuo Lei

Journal of Scientific Information Research

[Purpose/significance] Non‑standard procedures, insufficient multi‑stakeholder collaboration, and non‑compliant factor allocation are critical issues that urgently need to be addressed in government data quality management. [Method/process] Employing the meta-ethnography approach, this study integrates and analyzes 11 relevant primary documents to sort out and identify existing management challenges and explore improvement directions. [Result/conclusion] Research finds that government data quality management respectively faces the problem of disconnection, imbalance, and deficiency at the levels of processes, subjects, and factors, respectively. Accordingly, based on data governance theory, this paper proposes targeted solutions from three dimensions:establishing the concept of data value, balancing the demands of three …

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 …

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.

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.

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. …

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 …

Harassment Risks, Reporting Decisions And Institutional Responses During Hospitality Internships In Ghana, Ebenezer Junior Afful, Yaa Akubia

ICHRIE Research Reports

Hospitality internships can expose students to sexual harassment while leaving them uncertain whether reporting will bring protection or further risk. This study examined exposure, reporting decisions and perceived institutional response among hospitality students in Ghana. It combined a survey of 277 students from three technical universities with follow-up interviews involving 13 participants. Among valid responses, 27.0% reported personally experiencing harassment, while 30.4% reported witnessing it during placement. Only 43.2% of personal incidents and 38.3% of witnessed incidents were reported. Interviews showed that silence was shaped by normalised conduct, customer-service expectations, supervisory power, fear of consequences, unclear reporting routes, and distrust …

Using Status Characteristics Theory To Predict A Jury Foreperson, Mohona Mandal, Shane Thye

Feminist Pedagogy

The topic of social inequality as it relates to status structures is a foundational topic taught in many courses in contemporary sociology.  Today the theory of status characteristics and expectation states (SCT) is the predominant account of the causes and effects of status stratification in groups. The purpose of this paper is to share a classroom exercise that explicates the connections between SCT and critical theory, specifically intersectionality as an analytic framework. Using only the basic theoretical assumptions, students apply the underlying logic of SCT to predict who was selected as the jury foreperson based on brief biographies of each …

Theory In Service Of Students: Feminist Pedagogy, Status Processes, And Rotating Leadership, Alison J. Bianchi

Feminist Pedagogy

No abstract provided.

From Awareness To Action: The Group Processes Course As Design Laboratory, Kimberly B. Rogers

Feminist Pedagogy

In this article, I describe several pedagogical tools used in my group processes course to help students understand how group processes contribute to inequality and how to effectively intervene on these processes. I pair experimental research with work in natural settings to help students trace the development of theories across levels of application and understand their usefulness outside the laboratory. I incorporate reading reflections and simulation exercises that encourage students to apply course material to their own group experiences and make abstract group processes and their consequences more visible for analysis and action. I use complex instruction to promote more …

Showing Students Their Power: Demonstrating How Status Is Afforded In Interactions, Christianne Corbett

Feminist Pedagogy

The Showing Students their Power original teaching activity conveys to students in a visceral, embodied – and therefore hopefully memorable - way the concept of status, how it is afforded by others, and how quickly and accurately individuals perceive the status with which others view them. Students are informed that characteristics like gender, race, class, sexual orientation are status characteristics and that people who are viewed as lower status tend to be treated less respectfully. By identifying the existence of status, how it is conveyed from person to person, and the power we all have to influence other people, students …

Interdisciplinary, Delphi-Driven Consensus Guidelines On The Use Of Intravenous Ketamine Infusions For Depressive Disorders From The American Society Of Ketamine Physicians, Psychotherapists, And Practitioners (Askp3), David S Mathai, Madeleine Cluck, Amna M Aslam, Erin Amato, Arsalan Azam, Michael Banov, Kathleen A Barrett, Carl J Bonnett, David Feifel, Nicolas Grundmann, H Samuel Ko, Rupert Mcshane, Sandhya Prashad, Tatiana Santini, Lowan H Stewart, Patrick Sullivan, Stefany D Wolfsohn, Jill O Robinson, Amy L Mcguire, L Alison Mcinnes

Center for Medical Ethics and Health Policy Staff Publications

Background: Off-label use of intravenous ketamine (IVK) for depression is a widespread practice with limited regulation in the United States. There is an urgent need for current, evidence-informed treatment guidelines to facilitate patient safety, clinical decision-making, and care quality in real-world contexts.

Methods: The American Society of Ketamine Physicians, Psychotherapists and Practitioners (ASKP3) convened an interdisciplinary working committee tasked with creating guidelines for use of IVK for depression in outpatient settings. Guideline development followed a two-stage process: 1) a hybrid systematic and targeted evidence review and preliminary drafting by the committee, and 2) consensus refinement through a modified Delphi method …

Psychological Therapy In The Management Of Temporomandibular Disorders: A Systematic Review, Pragatheeswari R, Kavitha M, Sarumathi T, Niveditha B, Barkavi Panchatcharam, Pavithra D, Samu Fathima A I, Vigneshwaran J

International Arab Journal of Dentistry

Aim: To evaluate the effectiveness of psychological therapy in the management of temperomandibular disorders compared to other treatment modalities.

Methodology: Studies were selected according to PICO criteria, considering the RDC/TMD as a reference, improvement of pain and psychological parameters were the primary outcomes. Data search was mainly carried out through electronic search in several renowned databases: PubMed, Embase, Scopus, Web of Science and Google scholar. The publications collected were published between 2010 and 2024. Randomized clinical trials that compared the efficacy of psychological treatment modality with other conservative treatment modalities were screened and evaluated. A total of 5 …