Digital Commons Network^™

An Analysis Of Mergers In The Presence Of Uncertainty In Renewable Energy Integration Costs, Wassim Daher, Jihad Elnaboulsi, Mahelet G. Fikru, Luis Gautier

Economics Faculty Research & Creative Works

This study examines how uncertainty in renewable integration costs affects the profitability of mergers among energy producers. As the energy sector shifts toward decentralized renewables, centralized producers face industry-wide and firm-specific cost uncertainties due to the variable and intermittent nature of distributed generation. Although previous models have examined mergers in the presence of greener energy, they have largely assumed deterministic costs and ignored the impact of the dual sources of uncertainty on merger profitability. This study incorporates both industry-wide and private shocks into renewable integration costs, using two theoretical models – without and with uncertainty – to identify how these …

Digital Regulation And Development: A Global Micro And Macro Comparison, Katrin Kuhlmann

Georgetown Law Faculty Publications and Other Works

Regulation of the digital economy is receiving increased attention both domestically and internationally, but too little scholarship exists assessing the degree to which these new rules effectively support economic, social, and sustainable development. This Article advances a micro-macro framework for assessing digital regulation and its development dimension, including digital inclusion and measures to address the digital divide, the protection of human rights, and the operationalization of the United Nations’ Sustainable Development Goals. In doing so, it incorporates a “micro international law” methodology to compare domestic legal design features and trace their diffusion into regional trade agreements and, in turn, into …

Beyond Democracy: How A Free Press Supports The Rule Of Law, Erin C. Carroll

Georgetown Law Faculty Publications and Other Works

Widespread agreement has existed for centuries that a free press is essential to democracy. But legal scholars have spent almost no effort thinking about why else we might need a free press. This article attempts to widen the aperture. It argues that as the free press is essential to democracy, it is just as essential to a separate value: the rule of law.

Recognizing and investigating the connections between the free press and the rule of law is essential right now. It can help us discern how the press can create friction against the erosion of both rule of law …

How The Billable Hour Can Survive Generative Ai, Jonah Perlin

Georgetown Law Faculty Publications and Other Works

The legal profession is rapidly adopting generative AI technology. With this shift has come an increasingly common assumption that generative AI will significantly reduce or even bring an end to hourly billing. The logic underlying this conclusion seems intuitive: if AI reduces the time lawyers spend on certain tasks while eliminating others altogether, then the total number of billable hours will fall. That decline, in turn, could threaten the financial viability of hourly billing, despite its place as the dominant law firm compensation model over the past half century.

This Article challenges this assumption. It argues instead that the billable …

Fairer Public Benefit In Copyright Law, Amanda Levendowski Tepski

Georgetown Law Faculty Publications and Other Works

In 1966, a court considered expressly whether a secondary use of copyrighted works served a public benefit. While public benefit has become a subfactor of the fair use doctrine, it remains undefined, uncodified, and undertheorized. Courts often invoked public benefit in pivotal cases involving novel technologies, from home video recorders to digital libraries to algorithms--but they did not need to. After the recent Supreme Court decision in Google v. Oracle, however, public benefit is unavoidable: The Court stated that “we must take into account the public benefits the copying will likely produce.” A qualitative analysis of key public benefit cases …

Art Forms: Born Out Of Necessity, Urmi Duttagupta

Publications and Research

This collection of artworks expresses the artist’s profound passion for mathematics and life’s complex balance. As a female mathematician, she uses artistic expression and intricate patterns to evoke mathematical beauty and feminine strength, celebrating the presence and resilience of women in mathematics.

From Summer Institute To Action: Advancing Equity And Inclusion In Stem Classrooms, Sandie Han, Nadia Kennedy, Malgorzata Marciniak, Diana Samaroo

Publications and Research

This Editor’s Note provides background on the CUNY Innovative Teaching Academy Summer Institute for Equitable and Inclusive STEM Teaching and Learning and introduces the articles featured in this special issue.

Validation And Trend Analysis Of Satellite-Derived Surface Water Temperature Observations Over Adirondack Lakes, Marzi Azarderakhsh, Carolien Mossel, Abdou Rachid Bah, Aisha Malik, Fahmeda Khanom, Jonathan Borrelli, Pete Mcintyre, Hamidreza Norouzi, Kevin Rose

Publications and Research

This study aims to validate and evaluate satellite remote sensing observations from the Landsat series over 135 lakes in the Adirondack State Park, located in upstate New York, and to examine their surface temperature trends over the past 40 years. It utilizes data from the Moderate Resolution Imaging Spectroradiometer (MODIS), along with Landsat 5 and 7. Park-scale results were derived by extracting MODIS surface temperatures within the park boundary, while lake-scale results were estimated using Landsat 5 (1984-2012) and Landsat 7 (1999-2023) observations. In addition, field observations were utilized to perform a comprehensive validation and evaluation of satellite-based surface temperature …

A Speaker-Based Approach To Content Moderation: The Case Of Livestreaming, Maayan Perel

Vanderbilt Journal of Entertainment & Technology Law

Livestreams on social media represent a unique form of User-Generated Content. Delivering events and experiences in real time, while turning passive listeners into an involved audience, livestreaming facilitates users’ engagement and participation. Streaming promotes freedom of expression and facilitates diversity and pluralism in news reporting. It further allows users to maintain truth and authenticity in a potentially fabricated realm of Generative Artificial Intelligence (AI). Speakers are eager to capitalize on the instantaneous nature of livestreaming; some are using it to document newsworthy events or promote business interests, and others exploiting it by spreading unlawful and malicious content in pursuit of …

Private Equity’S Viable Path To College Athletics Investment: Potential Entity Mechanisms And Antitrust Considerations, Michael Llg

Vanderbilt Journal of Entertainment & Technology Law

The recent House settlement with the National Collegiate Athletic Association was another blow to traditional collegiate governance in an age of uncertainty in college athletics. In the wake of the House settlement and other recent decisions, multiple private equity funds have shown interest in investing on a school-by-school basis or buying out dozens of teams to form a new commercialized league in select sports. Many questions remain with the viability of private investment in college athletics. Unlike traditional private equity investment, schools are 501(c)(3) nonprofit organizations typically operating within an athletic conference. This creates an additional hurdle to for-profit investing …

Afit Librarian Newsletter : Check It Out (Fourth Quarter 2025), D'Azzo Research Library, Air Force Institute Of Technology

AFIT Library Knowledge Base

No abstract provided.

Screen Time, Physical Activity, And Vo₂Max In Indonesian Vocational School Adolescents (Aged 15–17): A Cross-Sectional Study, Cahyo Wibowo, Yahya Eko Nopiyanto, Angkit Kinasih, Asarya Reno Kombong, Dian Pujianto, Bayu Insanistyo

Indonesian Journal of Research in Physical Education, Sport, and Health

Physical activity and screen time influence many adolescent' fitness problems. This research aims to determine the relationship between screen time and physical activity on adolescent students' cardio-respiratory endurance (VO2max). This research used observational analysis with a cross-sectional study involving 70 teenage students at an Information and Network Technology Vocational School consisting of male and female teenage students. The Screen Time of Adolescents (QUEST) questionnaire was used to assess screen time, the physical activity instrument used the Global Physical Activity Questionnaire (GPAQ v2.0) to assess physical activity levels, and the VO2max instrument used the 20-meter Multistage Fitness Test (MFT). The data …

Association Between Suboptimal Health Status And Academic Performance: A Cross-Sectional Study Of 1,028 Medical Students In Punjab, Pakistan, Maleha Asim, Misbah Malik, Aneela Jamil, Raheela Yasmin, Ghazala Jawwad, Wajahat Ullah Khan

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: Suboptimal health status (SHS) refers to the transitional period between health and illness, characterized by unexplained symptoms and premature changes in functional status without a known medical diagnosis. Objective: The aim is to examine how often SHS occurs and how lifestyle factors influence both SHS and the academic success of medical students. Methods: A Cross-sectional survey was conducted from February 2024 to September 2024 with first- to fifth-year medical students from four randomly chosen medical colleges in Punjab, Pakistan. The Suboptimal Health Measurement Scale (SHMS V1.0), Pittsburgh Sleep Quality Index (PSQI), and Health-Promoting Lifestyle Scale (HPLS) were used to …

Identification Of Characteristics And Incidence Of Injuries In Pencak Silat Athletes In The Adult Competition Category In East Java, Dinda Farida Putri Bahari, Kurniati Rahayuni

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: Pencak silat, as a competitive sport, has a high risk of injury. However, data on its characteristics and causative factors during pre-match and matches in East Java are still limited. Objective: This study aims to identify the characteristics and incidence of injuries in adult sparring category pencak silat athletes in East Java during training and matches. Methods: Using a quantitative descriptive method with a cross-sectional survey approach. Data were collected through a survey distributed to 100 athletes (61 men and 31 women) aged 17-22 years from 11 cities/districts in East Java, including information on injury characteristics and causal factors. …

Studying Topic Evolution Based On Bertopic Model And Semantic Function, Jiabin Qu, Mengyang Wang

Journal of Scientific Information Research

[Purpose/significance] Topic evolution analysis can help researchers quickly grasp the research hotspots and development trends of a discipline. However, existing topic models often overlook the semantic functions and structures of texts during topic extraction, making it difficult to reveal the deeper patterns of disciplinary development. This paper proposes an integrated framework for topic evolution analysis that combines the BERTopic model with semantic functions, aiming to enrich and improve the methodological system of topic evolution research.

[Method/process] Firstly, the BERTopic model is used to extract topics, obtaining the“Topic-Word”distribution. Next, a discourse parsing tool analyzes abstracts into five semantic function segments, resulting …

Identifying Key Influencing Factors Of Elderly Health Information Search Based On Meta-Ethnography, Zhumei Sun, Zhibing Wang

Journal of Scientific Information Research

[Purpose/significance] Health information search is an important way for elderly people to actively cope with aging. Identifying the key factors affecting of their health information searching and exploring the correlation among these factors are of positive significance for promoting the elderly proactive health ability.

[Method/process] This paper firstly integrated the original research through a meta-ethnographic approach to form a set of factors influencing the elderly health information search. The DEMATEL method was then used to analyze the interrelationships among the influencing factors and identify the key influencing factors.

[Result/conclusion] The study finds that, the influencing factors of elderly health information …

Research On The Construction Of Domain Knowledge Graph For Assisted Decision Making And Its Scenario-Oriented Application, Hao Xu, Linlin Ge, Yan Zhang, Sanhong Deng

Journal of Scientific Information Research

[Purpose/significance] This research constructed a domain knowledge graph and its scenario-oriented application framework for decision support at four levels: the data foundation layer, the key technology layer, the domain knowledge graph construction layer, and the scenario-oriented application layer. This framework aims to provide systematic support for knowledge discovery.

[Method/process] Based on the construction of a domain knowledge graph and its scenario-oriented application framework for decision support, this research focuses on the improvement of models and performance evaluation for fine-grained entity and relationship extraction at the discourse level within texts. The optimal model is selected to construct a domain knowledge graph. …

Application And Reflection Of Full-Text Bibliometric From The Perspective Of Knowledge Innovation:A Review Of The 2024 Academic Salon On Full-Text Bibliometric Analysis, Haichen Zhou, Chengzhi Zhang, Shuo Xu, Jin Mao

Journal of Scientific Information Research

[Purpose/significance] In December 2024, the 7th Chengdu Conference on Scientometrics & Evaluation was held in Chengdu. This article was conducted to summarize the salon on Full-text Bibliometric analysis of the forum, and reveal the research status and development trends of full-text bibliometric from the perspective of knowledge innovation, providing inspiration for future.

[Method/process] The article systematically summarizes and analyzes the presentations and discussions from the salon, exploring the theoretical foundation, application scenarios, and discussions of full-text bibliometric from the perspective of knowledge innovation.

[Results/conclusion] Full-text Bibliometric can reveal the micro-processes and underlying mechanisms of knowledge innovation, offering new insights and …

A Measurement And Empirical Research On The Scientific Knowledge Demand Of Netizens On Social Media Platform, Rui Zhang, Wanyi Zuo, Wei Huang

Journal of Scientific Information Research

[Purpose/significance] Exploring the scientific knowledge demand of netizens on social media platform will prompt the dissemination and utilization of scientific knowledge, and it plays an important role in enhancement of the scientific literacy level of our general publics.

[Method/process] This paper constructed a measurement index system of netizens' scientific knowledge demand consists of demand breadth, demand strength and demand hierarchy, and adopted a comprehensive evaluation method based upon factor analysis and entropy method. 30 popular science WeChat accounts in different fields are measured and evaluated, and the comprehensive ranking of demand was calculated to explore and compare the demand differences …

The Multidimensional Quantitative Evaluation Of Local Policies For Promoting The Development Of New Quality Productive Forces: Based On The "Theme-Tool-Effectiveness" Framework, Jing Pan, Hongjun Yi, Yu Lu

Journal of Scientific Information Research

[Purpose/significance] The development of new quality productive forces is a crucial strategic goal for national progress, with local policies serving as important conduits for conveying and implementing national strategies. Researching local policies that promote the development of new quality productive forces is significant for the implementation of the national strategy in different regions and for further policy evaluation.

[Method/process] By constructing a theme-tool-effectiveness analysis framework and employing LDA topic model, policy tools, and PMC index model, this study conducts a multidimensional quantitative evaluation of local policy texts related to the development of new quality productive forces.

[Result/conclusion] The study finds …

Topic Mining And Evolution Analysis Of American Think Tanks' Products On China Based On Structural Topic Model, Yi Shen, Zhichao Ba, Gang Li

Journal of Scientific Information Research

[Purpose/significance] Under the background of the overall strategic competition between the United States and China, measuring and analyzing the topics and trends of American think tanks' products on China is conducive to understanding the American perception and policy moves towards China. It holds important heuristic significance for coping with external risks, maintaining national security and strategizing for development.

[Method/process] Using the full data of research outputs on China from 11 American think tanks as the research sample, this paper explores the topics and evolutionary trends of American think tanks' products on China, as well as their correlation with China-US economic …

The Effects Of Carbon Disclosure And Carbon Performance On Agency Cost: International Evidence, Md Abubakar Siddique, Ahmed Abdel-Maksoud, Afzalur Rashid, Sitara Karim

All Works

This study examines the relationships among carbon disclosure (CD), carbon performance (CP), and agency cost (AC) using a global sample across major industries. Employing Partial Least Squares Structural Equation Modelling (PLS-SEM) via WarpPLS, we find that increased carbon disclosure reduces agency cost, while improved carbon performance may increase it, likely due to the capital-intensive nature of environmental investments. Carbon disclosure is shown to mediate the relationship between carbon performance and agency cost. Firms in countries with emissions trading schemes and higher environmental performance indices tend to perform better in carbon management. Unlike previous studies focused solely on firm performance, this …

The Effect Of Administrative Bullying On The Quality Of Education, Hanadi Alrashdan, Najwa Darawsheh, Abdulla Almheiri, Yaseen Aljanabi, Majid Al-Khataybeh, Nahla Al-Quran

All Works

Background/purpose. Administrative bullying has become associated with inappropriate behaviors at work. This raised some concerns about how to define and measure it precisely. Nonetheless, there is a theoretical and practical gap in educational literature. So, this study explores the impact of administrative bullying on the quality of education. Materials/methods. The sample consisted of (300) employees selected randomly from employees working at Jordanian universities. To achieve the objectives of the study, Administrative Bullying and Quality of Education questionnaires were developed Results. The results showed that the level of administrative bullying practiced at Jordanian universities was low (M=2.30, SD=0.13); that the level …

Rethinking Behavior - Fall 2025, Midwest Symposium For Leadership In Behavior Disorders

ReThinking Behavior Magazine

A magazine for professionals serving children and youth with behavioral needs.

Fall 2025, Volume 9, Issue 1

Introduction To Joint Issue, Thomas Seckler

Great Commission Research Journal

No abstract provided.

Life In The Kingdom: Reimagining Theological Education For A Post-Secular Global Age, Jose Philip

Great Commission Research Journal

Theological education faces a profound crisis, shaped by globalization, secularization, and an epistemological fracture that prioritizes intellectual mastery over spiritual formation. Many seminaries fail to cultivate graduates who are spiritually grounded and missionally engaged due to models rooted in Enlightenment rationalism and managerial pragmatism. This paper advocates for reimagining theological education as a Kingdom-centered vocation, emphasizing transformative participation in the life of God. The paper calls for a shift from content delivery to character formation, centering theological education on faithful, embodied witness to God's mission in a complex world.

Building A Pastor Profile For Spiritually Mature Leadership: A Practical Guide For Churches, William Ingram

Great Commission Research Journal

This article provides a practical guide for churches to develop a pastor profile that ensures the hiring of a spiritually mature leader. It emphasizes the importance of creating detailed, clear, and specific profiles to guide pastoral searches, addressing both professional qualifications and personal character traits. The article critiques vague examples of pastor profiles and outlines a framework for crafting effective profiles, which includes conducting a needs assessment, specifying professional qualifications (e.g., education, ordination, experience), and emphasizing scriptural character requirements like humility, self-control, and spiritual maturity. It highlights the significance of relational skills, theological alignment, and leadership style in ensuring a …

The Church As Witness: The Relationship Between Identity, Action, And Metrics Of Success, Jonathan Husted

Great Commission Research Journal

The Church (especially in the West) has focused on different “metrics” used to measure success. These metrics have focused on quantitative measurements, oftentimes neglecting the “means” for the sake of the “ends.” Not to mention, “success” has been distorted and defined outside of Jesus’ witness. What if the Bible presented different metrics of success? Metrics that focus both on the “means” and the “ends” are equally important. This research presents the argument that “witness” is foundational to success, especially when focusing on the life of Jesus. Therefore, witness, as both an identity and an action, must be reclaimed by the …

Book Review: Canoeing The Mountains: Christian Leadership In Uncharted Territory By Tod Bolsinger, Jason Ballard

Great Commission Research Journal

No abstract provided.

Book Review: Hybrid Church: Rethinking The Church For A Post-Christian Digital Age By James Emery White, Glenn L. Campbell

Great Commission Research Journal

No abstract provided.