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The Lived Experiences Of Olympic Medalists As They Describe Their Sense Of Self: A Qualitative Hermeneutic Phenomenological Study, Ana Barend Apr 2026

The Lived Experiences Of Olympic Medalists As They Describe Their Sense Of Self: A Qualitative Hermeneutic Phenomenological Study, Ana Barend

Doctoral Dissertations and Projects

Olympic medalists are characterized by their commitment to performance excellence. While research has extensively examined factors that influence athletic outcomes, comparatively less attention has been paid to how elite athletes experience and make meaning of their own identities beyond sport. Despite possessing extraordinary personal resources, many struggle with identity foreclosure during transitions and mental health challenges at rates comparable to the general population. This hermeneutic phenomenological study explored the lived experiences of Olympic medalists as they perceive and describe their sense of self. Guided by van Manen's approach to human science research and informed by Self-Determination Theory, this inquiry examined …


The Lived Experiences Of Generation X With Social Media Use And Body Image Perception: A Phenomenological Study, Consuela Coburn Apr 2026

The Lived Experiences Of Generation X With Social Media Use And Body Image Perception: A Phenomenological Study, Consuela Coburn

Doctoral Dissertations and Projects

Social media use grows worldwide daily with several available applications having both positive and negative values. Several studies found negative effects on mental health and body dissatisfaction in adolescents and young adults. Existing literature predominantly focuses on young female participants, resulting in a gap in understanding the effects of social media use across other age cohorts. This phenomenological qualitative study explored the lived experiences of Generation X adults regarding social media use and the perceived effects on body image. Additionally, this study identified themes that emerged based on the semi-structured interviews of Generation X adults. NVivo 15, a computer assistance …


Exploring The Lived Experiences Within The First Two Years After Gray Divorce Among Middle-Aged Adults, April R. Hill Apr 2026

Exploring The Lived Experiences Within The First Two Years After Gray Divorce Among Middle-Aged Adults, April R. Hill

Doctoral Dissertations and Projects

The purpose of this research was to explore the lived experiences within the first two years after gray divorce among middle-aged adults. Historically, the research has focused on young adults who have experienced divorce, with limited data on middle-aged adults divorcing after being married for at least a couple of decades. Utilizing the suggestion by Polkinghorne, phenomenological researchers conduct interviews with 5 to 25 participants who have gone through the same phenomenon. Thus, this researcher interviewed 14 participants, reaching saturation. These participants were operationally defined as middle-aged adults who have had recently divorced after 20+ years of marriage. This study …


Navigating Privilege And Power: The Lived Experiences Of Ivy League Administrators In Promoting Diversity, Equity, And Inclusion. A Hermeneutics Phenomenological Study, Alize Roberson Apr 2026

Navigating Privilege And Power: The Lived Experiences Of Ivy League Administrators In Promoting Diversity, Equity, And Inclusion. A Hermeneutics Phenomenological Study, Alize Roberson

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to understand the lived experiences of university administrators in Ivy League institutions as they promote diversity, equity, and inclusion. For the purpose of this research, promoting diversity, equity and inclusion is generally defined as the practice of facilitating inclusivity for students of color. This study is guided by the conceptual framework of culturally responsive pedagogy, which informs the research design, data collection, and analysis. These elements are essential and deserve recognition and understanding in their educational experience. The implementation of diversity, equity, and inclusion strategies at Ivy League institutions is explored through …


Creating An Adaptable Discipleship Training Guide To Address The Absence Of Young Adult Ministry Leaders At Church A, Braeden Fleck Apr 2026

Creating An Adaptable Discipleship Training Guide To Address The Absence Of Young Adult Ministry Leaders At Church A, Braeden Fleck

Doctoral Dissertations and Projects

This guide was designed to address a lack of young adult ministry leaders within the researcher’s local church. This thesis project serves as a witness to the development and implementation of an adaptable discipleship training guide. The project proclaims that a flexible discipleship curriculum is the key to cultivating spiritual formation in young adults, specifically those belonging to the Z generation. The primary strategy behind implementation was to use short term intervention through a period of five consecutive weeks to assess spiritual growth of young adult congregants who attend a hybrid satellite church campus. The research project was catalyzed by …


The Homeschooled Student Athlete And Their Transition To College: A Transcendental Phenomenology Study, Michele Marie Sandon Apr 2026

The Homeschooled Student Athlete And Their Transition To College: A Transcendental Phenomenology Study, Michele Marie Sandon

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to discover homeschooled student-athletes’ lived experiences as they transitioned to the rigors of academics, social settings, and athletic life at NCAA and NAIA institutions in the United States. This study was guided by Tinto’s integration theory, which offers insight into how college students experience academic and social integration. The central research question asked: What was the homeschooled student-athlete’s experience in transitioning to college? This qualitative study used a transcendental phenomenological design to examine those lived experiences. The data was collected from a purposeful sample of eleven homeschooled student-athletes through semi-structured interviews conducted …


Teachers’ Perceptions Of Social-Emotional Learning Of Special Education Middle School Students, Stephen Thurman Apr 2026

Teachers’ Perceptions Of Social-Emotional Learning Of Special Education Middle School Students, Stephen Thurman

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to understand the influence COVID-19 and related shutdowns had on middle school special education students' social-emotional learning based on teachers lived experiences at a middle school in north Georgia. At this stage in the research, the influence COVID-19 and related shutdowns had on middle school special education students' social-emotional learning was generally defined as how student social-emotional learning has changed since the COVID-19 pandemic. The theory guiding this study was social cognitive theory, as this theory closely aligns with the topic of the importance of social-emotional learning and how students attain social-emotional …


Judging A Book By Its Cover: Exploring Ethical Solutions For Marketing & Labeling Romance Novels With Illustrated Cover Art, Tricia Filbrun Apr 2026

Judging A Book By Its Cover: Exploring Ethical Solutions For Marketing & Labeling Romance Novels With Illustrated Cover Art, Tricia Filbrun

Honors Projects

As social media platforms and subcommunities have driven massive sales for romance titles in the publishing industry, there has been an intense debate among literary communities, parents, and school administrators about whether the illustrated cover art style is appropriate. Some readers feel that these books are intentionally marketed towards a younger audience, and the sexually explicit nature of the content was not made clear, or labeled at all, before they read the book. This paper explores four likely marketing and labeling solutions that could be implemented to resolve this issue, and whether they are ethical by marketing and advertising standards, …


Sleep And Autism Spectrum Disorder, Jennie Carlin Apr 2026

Sleep And Autism Spectrum Disorder, Jennie Carlin

Dissertations, Theses, and Projects

Sleep disturbances are highly prevalent among children with Autism Spectrum Disorder (ASD) and may negatively affect daytime behavior, emotional regulation, learning, and overall family well-being. This quantitative research proposal examines the relationship between sleep difficulties, behavioral functioning, and family experiences among children with ASD. The study will explore how behavioral and environmental sleep interventions may influence sleep quality and nighttime behaviors, how improved sleep may contribute to changes in daytime behavior, and how parents and caregivers perceive the feasibility and effectiveness of implementing sleep-focused interventions at home. A quantitative research design will be used to collect caregiver-reported data through the …


Soft Systems For Community-Based Hcv Management In Indonesian Oil Palm Plantations, Neny Indriyana, Suyud Warno Utomo, Tri Edhi Budhi Soesilo, Linda Darmajanti Apr 2026

Soft Systems For Community-Based Hcv Management In Indonesian Oil Palm Plantations, Neny Indriyana, Suyud Warno Utomo, Tri Edhi Budhi Soesilo, Linda Darmajanti

Journal of Environmental Science and Sustainable Development

Certification mandates under the Roundtable on Sustainable Palm Oil (RSPO) and Indonesian Sustainable Palm Oil (ISPO) have made measurable strides in promoting sustainability standards, yet governance challenges in High Conservation Value (HCV) 4, 5, and 6 management remain insufficiently addressed within Indonesian plantation contexts.  Drawing on adaptive governance theory and the social-ecological systems framework, this study argues that such gaps are structurally linked to the marginalisation of community agency within corporate-dominated decision-making. This study proposes and empirically evaluates an integrated governance framework that positions community engagement as a functional contributor to conservation outcomes within plantation landscapes of West Kalimantan, under …


Powering Up Clinical Scholarship In Santa Fe Family Medicine, Evelyn Wang Apr 2026

Powering Up Clinical Scholarship In Santa Fe Family Medicine, Evelyn Wang

HSLIC Faculty and Staff Instructional Resources

This presentation introduces family medicine residents and faculty in Santa Fe to clinical scholarship pathways, highlighting research question formulation, literature search strategies, full-text access tools, and HSLIC services that support evidence-based practice, quality improvement, and publication.


What Do Black Holes Teach Us About Wigner’S Friend?, Emily Adlam Apr 2026

What Do Black Holes Teach Us About Wigner’S Friend?, Emily Adlam

Mathematics, Physics, and Computer Science Faculty Articles and Research

Recently, Hausmann and Renner have pointed out that several famous paradoxes relating to black holes have a similar character to various Extended Wigner’s Friend paradoxes. In this paper I consider what the connection between these things could teach us about the Wigner’s Friend scenarios. I argue that if we take the analogy between these cases seriously, the black hole paradoxes appear to favour a certain class of response to the Wigner’s Friend scenario - specifically, those which posit intrinsic relationality, rather than effective and emergent relationality, and also those which posit some kind of retrocausality.


Mechanisms Of Binding And Immune Escape Resistance For Broadly Neutralizing Antibodies Targeting Distinct Conserved Sars-Cov-2 Spike Epitopes: A Hierarchical Approach Integrating Mutational Profiling And Energy Landscape Analysis, Mohammed Alshahrani, Will Gatlin, Max Ludwick, Lucas Turano, Brandon Foley, Gennady M. Verkhivker Apr 2026

Mechanisms Of Binding And Immune Escape Resistance For Broadly Neutralizing Antibodies Targeting Distinct Conserved Sars-Cov-2 Spike Epitopes: A Hierarchical Approach Integrating Mutational Profiling And Energy Landscape Analysis, Mohammed Alshahrani, Will Gatlin, Max Ludwick, Lucas Turano, Brandon Foley, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The continued evolution of SARS-CoV-2 has enabled an escape from most monoclonal antibodies, yet a subset of broadly neutralizing antibodies targeting three newly identified super-conserved RBD epitopes—SCORE-A, SCORE-B, and SCORE-C—retains remarkable activity against even the most recent JN.1-derived sublineages. Here, we employed an integrated computational framework combining conformational dynamics, mutational scanning, MM-GBSA binding energetics, and frustration profiling to dissect the molecular mechanisms by which XGI antibodies achieve broad neutralization and resistance to immune escape. Structural analysis revealed that all three SCORE epitopes share a common architecture: a highly conserved, minimally frustrated core that provides stable anchoring, flanked by peripheral regions …


Optimized Bombax Ceiba/Jute Hybrid Epoxy Composites For Enhanced Thermal Insulation Performance, Shadman Ahmed Khan, Naeem Ahmmed, Md Tanvir Hossain, Abdullah Ibn Asheque, Md Ariful Islam, Md Abdul Kader, Md Sohel Rana, Sakib Masud Apr 2026

Optimized Bombax Ceiba/Jute Hybrid Epoxy Composites For Enhanced Thermal Insulation Performance, Shadman Ahmed Khan, Naeem Ahmmed, Md Tanvir Hossain, Abdullah Ibn Asheque, Md Ariful Islam, Md Abdul Kader, Md Sohel Rana, Sakib Masud

Michigan Tech Publications

The development of sustainable hybrid natural-fiber composites provides a practical way toward lightweight materials with tailored mechanical and thermal performance. In this study, Bombax ceiba (BC)/jute hybrid epoxy composites were fabricated using a stacked preform followed by compression molding, and the effect of fiber blending ratio on mechanical, thermal, and microstructural properties was systematically investigated. Three compositions-40/60, 50/50, and 60/40 BC/jute by weight-were evaluated. Mechanical testing showed that the J50 composite, with a balanced fiber ratio, exhibited superior flexural strength and impact resistance, indicating effective hybrid synergy and improved stress transfer between fibers and the matrix. Thermogravimetric analysis showed that …


Partisipasi Buruh Dalam Hubungan Kemitraan, A. Uwiyono Apr 2026

Partisipasi Buruh Dalam Hubungan Kemitraan, A. Uwiyono

Jurnal Hukum & Pembangunan

Abstract


Enhancing Students’ Self-Disclosure Through Assertive Training: Evidence From A Group Counseling Intervention, Abu Yazid Abu Bakar, Khairul Bariyyah, Santy Andrianie, Setyorini Setyorini, Restu Dwi Ariyanto, Laily Tiarani Soejanto, Dzata Inasah Bil Humaydah Apr 2026

Enhancing Students’ Self-Disclosure Through Assertive Training: Evidence From A Group Counseling Intervention, Abu Yazid Abu Bakar, Khairul Bariyyah, Santy Andrianie, Setyorini Setyorini, Restu Dwi Ariyanto, Laily Tiarani Soejanto, Dzata Inasah Bil Humaydah

Buletin Konseling Inovatif

Self disclosure is a critical component of students’ social and emotional development; however, many students experience difficulties in expressing their thoughts and feelings openly, which may hinder interpersonal relationships and psychological well-being. This study aims to examine the effectiveness of group counseling using assertive training techniques in enhancing students’ self-disclosure. A quantitative approach with a pre-experimental one-group pre-test–post-test design was employed. The participants consisted of five junior high school students identified as having low self-disclosure levels through purposive sampling. Data were collected using a self-disclosure scale and analyzed using descriptive statistics, paired samples t-test, effect size (Cohen’s d), Wilcoxon signed-rank …


Reading The Frame: "Fortnight" And The Cabinet Of Dr. Caligari, Ira Sen Apr 2026

Reading The Frame: "Fortnight" And The Cabinet Of Dr. Caligari, Ira Sen

The Manuscript: Journal of Taylor Swift Studies

Taylor Swift's 2024 music video for her song "Fortnight" makes several visual references to German Expressionist cinema. This paper parses through the way in which The Cabinet of Dr. Caligari, one of the films the music video alludes to, can be used to read Swift's self-fashioning as musician, celebrity, brand, lover, madwoman, and heartbroken poet in The Tortured Poets Department. Through an analysis of cinematography, set design, character, and themes in both Caligari and "Fortnight", this paper presents the complex portrayal of Swift as both creator and character in her own work.


Rituals, Culture, And The Swiftie Self: An Autoethnography Of The Life Of A Showgirl Release, Karla Auria Sadang Galeon Apr 2026

Rituals, Culture, And The Swiftie Self: An Autoethnography Of The Life Of A Showgirl Release, Karla Auria Sadang Galeon

The Manuscript: Journal of Taylor Swift Studies

This autoethnographic study investigates the meta-cognitive labor and ritualistic practices involved in constructing a contemporary digital fan identity. Drawing from detailed self-generated data (pre-release journals and real-time video reactions) surrounding the release of Taylor Swift's The Life of a Showgirl, the research asks: "What are the rituals that construct, regulate, and sustain a fan identity in this media event?" This thematic analysis revealed four interconnected categories of fan rituals that underscore the active, self-monitoring nature of fandom: Rituals of Preparation and Sanctified Space (transforming consumption into a structured event), Rituals of Relational and Aesthetic Boundary Work (negotiating personal relevance …


We’Ve Been Dying From Trying: Taylor Swift, Earnestness, And The Collective Repudiation Of Cool., Kathryn J. Lively Apr 2026

We’Ve Been Dying From Trying: Taylor Swift, Earnestness, And The Collective Repudiation Of Cool., Kathryn J. Lively

The Manuscript: Journal of Taylor Swift Studies

This essay argues that cool operates not as an aesthetic preference but as a feeling rule—a socially enforced constraint on which emotions are permissible in public life. Drawing on Thornton's concept of subcultural capital, Goffman's dramaturgical framework, and Hochschild's theory of feeling rules, the paper identifies three structural requirements of cool: distinction in the mode of appreciation, performative concealment of effort, and emotional constraint. Taylor Swift violates all three. Through analysis of the Eras Tour, Swift's songwriting, her public persona, and the ritual practices of her fandom, the essay demonstrates that Swift's cultural significance lies not in her popularity but …


Platform Affordances, Produsage, And The Attention Economy: From Red (Taylor’S Version) To The Life Of A Showgirl, Angela Rose Asuncion Apr 2026

Platform Affordances, Produsage, And The Attention Economy: From Red (Taylor’S Version) To The Life Of A Showgirl, Angela Rose Asuncion

The Manuscript: Journal of Taylor Swift Studies

Social media platforms increasingly operate as infrastructures of visibility, shaping the conditions under which cultural content is produced, circulated, and recognised (van Dijck et al.; Nieborg and Poell). This article examines Taylor Swift’s Red (Taylor’s Version) and The Life of a Showgirl as two distinct visibility configurations emerging from the affordances and algorithmic logics of TikTok and Instagram. Drawing on platform studies (Abidin), celebrity theory (Dyer; Marshall; Marwick), and participatory culture and produsage (Jenkins; Bruns), the study employs a QCA-inspired configurational approach (Ragin) to analyse how clusters of affective cues, aesthetic strategies, parasocial signals, and circulation patterns generate contrasting visibility …


Taylor Swift, Gender, And Feminism: What Do The Data Say?, Maxine Lewis Apr 2026

Taylor Swift, Gender, And Feminism: What Do The Data Say?, Maxine Lewis

The Manuscript: Journal of Taylor Swift Studies

In the world of Swiftian scholarship, several scholars have credited Taylor Swift with feminist impact, while others have criticized both her type of feminism and claims to be a feminist. Many arguments rest on a narrow group of protest songs (“The Man”, “You Need To Calm Down”, and “Only The Young”) and a short period of Swift’s career in which she made many paratextual political gestures (2019-2020). However, claims about a songwriter’s feminism (or lack thereof) will be more accurate, robust, and nuanced if they draw on data from her whole career.

This article provides the first systematic survey of …


“Everybody's So Punk On The Internet:” What Online Discourse On Taylor Swift’S Life Of A Showgirl Tells Us About Social Movements, Media, And Activism, Kaela Joseph, Tanya Cook Apr 2026

“Everybody's So Punk On The Internet:” What Online Discourse On Taylor Swift’S Life Of A Showgirl Tells Us About Social Movements, Media, And Activism, Kaela Joseph, Tanya Cook

The Manuscript: Journal of Taylor Swift Studies

Taylor Swift’s twelfth album (TS12), Life of a Showgirl, broke multiple records in charting and sales (Sisario), however, early online discourse focused less on the album’s commercial success and more on Swift herself as a public figure in the current sociopolitical landscape. While some critiques were typical, discursive of Swift’s lyricism and composition, as well as the expectations set by Swift’s marketing of the album, others questioned what the album says about Swift’s sociopolitical positionality. More specifically, discourse questioned how the album contributes to, or detracts from, Swift’s role as a starticipant; a celebrity who contributes to the success …


Letter To The Editor—Long Story Short: The Breadth Of Taylor Swift Studies, Jessica Smartt Gullion, Keith Nainby Apr 2026

Letter To The Editor—Long Story Short: The Breadth Of Taylor Swift Studies, Jessica Smartt Gullion, Keith Nainby

The Manuscript: Journal of Taylor Swift Studies

Letter to the Editor on current events in the field by Jessica Smartt Gullion, Phd Professor of Sociology, Texas Woman’s University and Keith Nainby, PhD Professor of Communication Studies, Stanislaus State University. For the Inaugural Edition of The Manuscript: Journal of Taylor Swift Studies published on April 29th, 2026.


Teacher Candidates’ Reflective Practices Of Mathematics Curriculum From The Lens Of Universal Design For Learning, Weichen Zhao Apr 2026

Teacher Candidates’ Reflective Practices Of Mathematics Curriculum From The Lens Of Universal Design For Learning, Weichen Zhao

Journal of Practitioner Research

The Universal Design for Learning (UDL) framework encourages educators to proactively remove barriers in curriculum and instruction to increase accessibility for all learners. While UDL is often applied during lesson planning, it can also serve as a powerful tool for critically examining and revising existing mathematics curricula. Drawing on qualitative data from teacher candidates’ reflective journals and curriculum artifacts collected over two semesters, this study examines how guided reflection supported teacher candidates in identifying barriers, proposing inclusive adaptations, and deepening their understanding of equity-oriented mathematics instructional design. As a self-study grounded in participatory action research, the findings also informed the …


(Re)Imagining Research-Practice Collaboration And Partnership: Constructivism By Way Of Interdisciplinarity, Multimodality, And Humanity, Bethany Silva, Alecia Magnifico, Laura Allen, David Baroody, Ashley Barry, Shawna Coppola, Cathy Fraser, Emily Geltz, Anne Mcquade, Christina M. Ortmeier-Hooper, Laura Smith, Donna Turco Apr 2026

(Re)Imagining Research-Practice Collaboration And Partnership: Constructivism By Way Of Interdisciplinarity, Multimodality, And Humanity, Bethany Silva, Alecia Magnifico, Laura Allen, David Baroody, Ashley Barry, Shawna Coppola, Cathy Fraser, Emily Geltz, Anne Mcquade, Christina M. Ortmeier-Hooper, Laura Smith, Donna Turco

Journal of Practitioner Research

Research-Practice Partnerships (RPPs) have become an important vehicle for educational research. By connecting researchers and educators, RPPs can couple systematic research and practical application. However, relational practices for building research collaboratives are understudied, and RPPs often reinscribe power imbalances among practitioners and researchers. With its focus on the centrality of practitioners and their knowledge, practitioner research offers possibilities for disrupting such power imbalances. In this reflective essay, our team describes our efforts to harness practitioner research’s capacity to identify and address salient school-level issues and RPPs’ power to impact a wider audience. We identify practices to build relationships, inform research …


Social Contagion: How Social Media Alters Users Self Perceptions Of Mental Health, Clara T. Patey Apr 2026

Social Contagion: How Social Media Alters Users Self Perceptions Of Mental Health, Clara T. Patey

Bridges: An Undergraduate Journal of Contemporary Connections

This study investigates the complex relationship between mental health content on social media and users' self perceptions of mental health. Using a qualitative survey, we analyzed the frequency of participants' social media usage, perceived credibility of mental health content and how the information they view online impacts the perceptions of their mental health. The main study results show that the use of social media as a mental health tool leads to reduced mental health status. These findings suggest that this is a growing issue within the field of mental health, and needs to be further researched as technological advancements continue …


China-Canada Resource Diplomacy: New Era Of Land Grabbing, Valdrin Dragusha Apr 2026

China-Canada Resource Diplomacy: New Era Of Land Grabbing, Valdrin Dragusha

Bridges: An Undergraduate Journal of Contemporary Connections

This paper examines the evolving economic relationship between China and Canada, particularly in the context of China's transition from a strictly social economy to an authoritarian socialist market economy. It highlights the implications of China's Going Out Policy initiated in 2000, aimed at securing vital natural resources amidst growing domestic demands driven by rapid economic expansion. The paper analyzes China's significant demand for resources, its sustainable development policies, and the changing dynamics of land acquisitions, particularly in relation to Canada, which is perceived as a strategic investment destination due to its abundant natural resources and technological advancements in clean energy. …


Heart Rate Variability In The Context Of Mental Health And Substance Use, Sage M. Lopez Apr 2026

Heart Rate Variability In The Context Of Mental Health And Substance Use, Sage M. Lopez

Bridges: An Undergraduate Journal of Contemporary Connections

Heart Rate Variability (HRV) has been linked to various areas of cardiovascular disease and mortality in previous research. Within this area, certain mental illnesses and use of psychoactive substances have been associated with low HRV and its health implications. Little research exists that examines the combined effects of mental illness and psychoactive substance use. The current research aims to understand if there is a compounding negative effect of these two factors when studied in tandem. Using a three-phase study design, HRV was analysed at baseline and at physiological relaxation, with participants being included under certain mental health, substance use, or …


Quantitative Analysis And Mechanism Pathways Of China's Patent Commercialization Policies Based On A Three-Dimensional Framework, Zhulin Xin, Feng Wei, Hong Zhou, Amei Deng, Luyao Dou Apr 2026

Quantitative Analysis And Mechanism Pathways Of China's Patent Commercialization Policies Based On A Three-Dimensional Framework, Zhulin Xin, Feng Wei, Hong Zhou, Amei Deng, Luyao Dou

Journal of Scientific Information Research

[Purpose/significance] Improving the patent commercialization policy system is a necessary prerequisite for leveraging the institutional advantages of China's patent system. Analyzing the structure and content of patent commercialization policies and uncovering their core operational mechanisms is of great significance for enhancing the industrialization rate of patents. [Method/process] This study investigates patent commercialization policies issued by central, provincial, and municipal governments in China. It adopts a quantitative policy text analysis method and constructs a three-dimensional analytical framework consisting of policy tools-institutional systems-participating actors to examine the integrated operational characteristics of policy instruments, institutional structures, and actor roles within the current policy …


The Evolution Of China's Future Industry Policies And Textual Quantitative Analysis, Liang Chen, Wei Chen, Yutao Zhang, Xiulai Wang Apr 2026

The Evolution Of China's Future Industry Policies And Textual Quantitative Analysis, Liang Chen, Wei Chen, Yutao Zhang, Xiulai Wang

Journal of Scientific Information Research

[Purpose/significance] Conducting quantitative analysis of policy texts helps clarify the alignment between policy tool implementation and policy objective achievement, which is crucial for enhancing policy execution effectiveness and advancing future industry development. [Method/process] By comprehensively examining both the external structure and internal textual elements of policies, this study proposes a three-dimensional analytical framework"policy actors-policy instruments-policy objectives"based on an evolution analysis of 157 Chinese future industry policies from 2013 to 2024.Content analysis and complex network analysis are applied to examine single, paired, and multi-dimensional interactions. [Result/conclusion] Policy evolution follows a "local pilot-central coordination-local follow-up" pattern, featuring multi-actor collaboration, mixed policy tools, …