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Articles 451 - 480 of 658222
Full-Text Articles in Social and Behavioral Sciences
Algorithmic Oversight: Caremark's Fiduciary Framework Applied To Artificial Intelligence, Samar Singh
Algorithmic Oversight: Caremark's Fiduciary Framework Applied To Artificial Intelligence, Samar Singh
Political Science and International Relations: Student Scholarship & Creative Works
Artificial intelligence now drives core corporate decision, such as loan approvals and hiring screens, yet corporate boards have largely treated its governance as a management-level policy questions rather than a fiduciary obligation. This paper argues that this framing is mistaken, using Delaware's Caremark doctrine, as refined by Marchand v. Barnhill, In re Boeing, and In re McDonald's. The relevant cases already impose an enforceable duty on boards to actively oversee mission algorithmic systems, and by applying Marchand's mission-critical standard, this paper demonstrates that AI performs core business functions that expose companies to anti-discrimination, consumer protection, and …
Relationship Between Language, Culture, And Thinking Of The Kajang Community From The Perspective Of Anthropological Linguistics, Harlinah Sahib, Jumardin Muchtar, Herawati Abbas, Ferawaty Syam
Relationship Between Language, Culture, And Thinking Of The Kajang Community From The Perspective Of Anthropological Linguistics, Harlinah Sahib, Jumardin Muchtar, Herawati Abbas, Ferawaty Syam
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
In terms of anthropological linguistics, the study aims to explore the interaction of language, culture and cognitive tendencies in the community of Kajang. It particularly looks into the traditional oral expressions (kelong) of the community, including Kelong Basing Rikong, Lok-lok, and Ati-ati Raja, as their understandings of life, death, spirituality, and social values are expressed. A qualitative ethnolinguistic approach, informed by anthropological linguistics, was used in this study. Data collection methods included field observations, in-depth interviews with traditional leaders (Ammatoa), cultural practitioners and community elders, and a documentary analysis of oral texts, especially Kelong. …
Enviromental Burden And Financial Performance Of Manufacturing Companies On Borsa Istanbul: An Exploratory Circular-Economy-Aligned Assessment Using The Aroman Method, Sibel Fettahoglu, Ejder Ayçin, Büşra Karslı Günay
Enviromental Burden And Financial Performance Of Manufacturing Companies On Borsa Istanbul: An Exploratory Circular-Economy-Aligned Assessment Using The Aroman Method, Sibel Fettahoglu, Ejder Ayçin, Büşra Karslı Günay
Journal of Environmental Science and Sustainable Development
Türkiye's 2053 net-zero emissions target and the critical role of the manufacturing sector in this process necessitate an urgent examination of the financial impacts of circular economy (CE) practices. This study provides an exploratory analysis of the relationship between environmental burden and financial performance using 2023 data from 26 manufacturing companies in Borsa Istanbul. Given the difficulty of measuring holistic circularity at the company level, this study operationalizes the environmental dimension of circular economy performance using selected environmental burden indicators, including energy and water consumption, greenhouse gas emissions, and waste generation. The study uses the alternative ranking order method accounting …
Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto
Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto
Journal of Environmental Science and Sustainable Development
The legal significance of strict liability in mining arises from the sector’s capacity to generate technically complex, diffuse, and long-latency environmental harm that is difficult to address through fault-based litigation alone. This study aims to evaluate how the post-Omnibus Law reformulation of Article 88 of Law No. 32 of 2009 has affected the doctrinal autonomy, judicial consistency, and practical enforcement of strict liability in Indonesian environmental law. The research used normative doctrinal legal research including statutory, case-law, conceptual, comparative, and evaluative analyses. The data cover the 2009–2025 period and consist of two core statutory formulations of Article 88, the Job …
A Viable Energy-Saving Solution For Sustainable Development: High-Efficiency Electric Motors Lspmsm, Le Anh Tuan, Do Nhu Y, Nguyen Thi Lan
A Viable Energy-Saving Solution For Sustainable Development: High-Efficiency Electric Motors Lspmsm, Le Anh Tuan, Do Nhu Y, Nguyen Thi Lan
Journal of Environmental Science and Sustainable Development
In the context of sustainable development, energy-efficient conversion technologies play an important role in reducing energy consumption and minimizing environmental impact. High-efficiency line-start permanent-magnet synchronous motors (LSPMSM) have emerged as a promising alternative to conventional motors. This study investigates the potential of LSPMSM as a viable solution for sustainable industrial development. An integrated approach combining motor design optimization, performance analysis, and environmental impact assessment is applied to evaluate the benefits of replacing conventional low-efficiency IE1 squirrel-cage induction motors (SCIM) with the proposed solution. A proposed step-skewed permanent magnet (PM) configuration of LSPMSM 2.2 kW, 4 poles is introduced. The proposed …
Lindenwood Digest, September 23, 2026, Lindenwood University
Lindenwood Digest, September 23, 2026, Lindenwood University
Lindenwood Digest
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Event & Date: The Lindenwood University Employee Digest was published on September 23, 2026.
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Geographic Grounding: Documented campus proceedings are situated across Harmon Hall, the J. Scheidegger Center for the Arts, and the Library and Academic Resources Center (LARC) at Lindenwood University in St. Charles, Missouri.
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Key Honorees/Awards: Recognized personnel include inaugural Leadership Institute cohort members Sara Wiedman, Kevin Manley, Jameson Adams, Jennifer Hennings, and Danyelle Marshall; guest speaker Yeonmi Park, designated one of the BBC's "Top 100 Global Women"; and Q2 Moments employee honorees Clayton Janvrin, Carrie Ponder, Miranda Zuk, and Jared Nelson.
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Institutional Context: The record marks the …
Examining The Effect Of Having A Disability On The College Experience, Grace Dudley
Examining The Effect Of Having A Disability On The College Experience, Grace Dudley
James Madison Undergraduate Research Journal (JMURJ)
Among people 25 or older in the United States in 2022, just 21% of individuals with a disability had earned a bachelor’s degree or higher, while 38% of individuals without a disability had earned a bachelor’s degree or higher. Previous research has identified a variety of barriers that students with disabilities may face as they pursue postsecondary education. The purpose of this study was to examine barriers students with disabilities (SWDs) face once they arrive at college in order to investigate how higher education may be made more accessible. Barriers were assessed by surveying SWDs attending James Madison University, a …
Adapting To Change: A Mixed Methods Approach To Understand How Colleges And Universities Are Utilizing Animals To Help Students Transition Into Higher Education, Christopher Puglisi, Shalini Mathew, Nicole D. Schutter, Monte Meyerink, Abiah George
Adapting To Change: A Mixed Methods Approach To Understand How Colleges And Universities Are Utilizing Animals To Help Students Transition Into Higher Education, Christopher Puglisi, Shalini Mathew, Nicole D. Schutter, Monte Meyerink, Abiah George
People and Animals: The International Journal of Research and Practice
Individuals experience several changes in their lives, with one of the most impactful being leaving home to attend college. It is no surprise that college-age students need mental health support, especially in times of adjustment. To address this adjustment, animal-assisted interventions (AAI) have recently gained substantial attention. In this study, college and university departments that help students transition to higher education were surveyed (N = 59) and interviewed (N = 6) to understand how AAI are utilized. Results indicate that AAI have potential to ease students’ higher education transition, though institutions must establish an outline that states the benefits of …
Unlocking Effective Evaluations: Lessons From Media Literacy And Digital Skills Intervention Studies In Estonia, Finland, And Poland, Natalia Edisherashvili, Marit Puusepp, Veronika Kalmus, Margus Pedaste, Sini Tiihonen, Fatemeh Irani, Łukasz Tomczyk, Leen D'Haenens, Tania Azadi, Chao Wang
Unlocking Effective Evaluations: Lessons From Media Literacy And Digital Skills Intervention Studies In Estonia, Finland, And Poland, Natalia Edisherashvili, Marit Puusepp, Veronika Kalmus, Margus Pedaste, Sini Tiihonen, Fatemeh Irani, Łukasz Tomczyk, Leen D'Haenens, Tania Azadi, Chao Wang
Journal of Media Literacy Education Pre-Prints
This study examines factors that enable and hinder the evaluation of Media Literacy (ML) and Digital Skills (DS) interventions across three countries and four contexts: in-service teachers in Estonia, elderly populations in Jyväskylä (Finland), vocational students in Helsinki (Finland), and pre-service teachers in Poland. Guided by the Logic Model framework, it explores barriers and enablers across Inputs, Activities, Outputs, and Outcomes to reveal structural and contextual elements shaping evaluation effectiveness. Findings cluster into four domains: organisational and administrative factors, intervention design, evaluation processes, and participant engagement. Organisational challenges such as staff turnover disrupted alignment between intervention and evaluation goals, while …
Regulating Religious Coexistence : The Intricacies Of Interfaith Cooperation In Coastal Kenya, Erik Meinema
Regulating Religious Coexistence : The Intricacies Of Interfaith Cooperation In Coastal Kenya, Erik Meinema
Ohio University Press Open Access Books
Regulating Religious Coexistence offers a compelling ethnographic analysis of how Muslims, Christians, and practitioners of indigenous African religions negotiate coexistence in Kenya’s coastal region. The book conceptualizes religious diversity as a dynamic field shaped by multiple partly intersecting and partly conflicting models of interaction. These include the political secularism promoted by the Kenyan state and civil society organizations focused on interfaith harmony, forms of competition between religious groups, and pluralistic practices in which individuals draw on multiple traditions to meet spiritual needs.
Through a close examination of civil society initiatives funded by Western donors to foster peacebuilding and to counter …
Visualizing Borneo Biodiversity And Dayak Cultural Heritage Through Contemporary Innovative Batik Motifs, Kristanti Kristanti
Visualizing Borneo Biodiversity And Dayak Cultural Heritage Through Contemporary Innovative Batik Motifs, Kristanti Kristanti
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
Borneo combines exceptional biological diversity with cultural traditions that shape regional identity. This study aims to develop contemporary batik motifs based on selected biological references associated with Borneo and one Dayak cultural reference while documenting the visual transformation process as research knowledge. A practice-based research approach was employed through exploration, design development, realization, expert validation, and revision. The initial exploration included the Bornean orangutan (Pongo pygmaeus), proboscis monkey (Nasalis larvatus), rhinoceros hornbill (Buceros rhinoceros), black orchid (Coelogyne pandurata), ironwood (Eusideroxylon zwageri), and pitcher plants (Nepenthes spp.), while the Dayak …
Birch On Fetal Sentience, Claudia Passos-Ferreira
Birch On Fetal Sentience, Claudia Passos-Ferreira
Animal Sentience
Birch proposes that human fetuses be recognized as sentience candidates from 12 weeks, on the grounds that midbrain-centered theories fall within the zone of reasonable disagreement among theories of consciousness. I raise a methodological and a policy problem for his view. Methodologically, whether the midbrain-centered view belongs within the zone is disputed, so there is no consensus about the consensus. Furthermore, the evidence Birch discusses for 12 weeks does not actually estimate the onset of sentience; the proposed threshold tracks anatomical rather than functional onset. On policy, the US Supreme Court’s Dobbs ruling shows that fetal sentience is difficult to …
The Fragmentation Of Helcar: A Paratethyan Model For Rhûn, Núrnen And The Dead Marshes, Federico Manzoni
The Fragmentation Of Helcar: A Paratethyan Model For Rhûn, Núrnen And The Dead Marshes, Federico Manzoni
Journal of Tolkien Research
This work proposes a conjectural paleogeographic model linking the Sea of Rhûn, Núrnen and the Dead Marshes to the former Sea of Helcar. Beginning from Christopher Tolkien's suggestion that Rhûn may represent Helcar ``vastly shrunken,'' the study combines textual evidence, the Ambarkanta, Fonstad's cartographic reconstructions, and terrestrial analogues drawn from the evolution of the Paratethys, the Messinian Salinity Crisis and other endorheic basins. Helcar is interpreted not merely as an isolated body of deep water but as the centre of a broader hydrological province subsequently partitioned by relief change, sedimentary infilling, basin isolation and drainage reorganization. Within this model, Rhûn …
Hands-On Ransomware: An Experiential Wannacry Case Study For Undergraduate Cybersecurity Education, Eli Creek Richmond, Thomas R. Devine
Hands-On Ransomware: An Experiential Wannacry Case Study For Undergraduate Cybersecurity Education, Eli Creek Richmond, Thomas R. Devine
Military Cyber Affairs
Ransomware represents one of the most disruptive threats in the cyber landscape, yet hands-on malware analysis remains rare in undergraduate cybersecurity curricula. This paper presents the design, implementation, and evaluation of an experiential learning module centered on the WannaCry ransomware case study, deployed in a senior-level course at West Virginia University. Students performed static and dynamic analysis using industry-standard tools. Pre- and post-module assessments demonstrated measurable gains in self-reported competency across seven technical dimensions. The module's competencies align directly with DoD Cyber Workforce Framework Work Role 212, Cyber Defense Forensics Analyst, supporting education-to-workforce pipeline development.
From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder
From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder
Military Cyber Affairs
Federal agencies face a fiscal year 2027 target for enterprise-wide Zero Trust deployment, but NIST SP 800-207A defines logical components without identifying the Kubernetes technologies that implement them. This paper proposes a three-tier mapping of the Policy Engine, Policy Administrator, and Policy Enforcement Point to service mesh, microsegmentation, and perimeter tooling, stating the criteria by which each component is classified. It then applies a defined rubric to six Zero Trust vendors across component alignment, Kubernetes capability, federal authorization posture, and evidence quality, finding that no single vendor covers all three tiers. The mapping is a testable architectural proposition; a Stage …
Hybrid Deep (Cnn-Bilstm) Intrusion Detection For Defense And Mission-Critical Networks, Corey A Cheng, Jermaine Anim-Addo, Asma Jakir Hussain, Zion O Smith-Fox, Sanjay Goel, Yuksel Celik
Hybrid Deep (Cnn-Bilstm) Intrusion Detection For Defense And Mission-Critical Networks, Corey A Cheng, Jermaine Anim-Addo, Asma Jakir Hussain, Zion O Smith-Fox, Sanjay Goel, Yuksel Celik
Military Cyber Affairs
This article examines how hybrid deep learning can strengthen intrusion detection for military and defense networks. Using the CSE-CIC-IDS2018 dataset, the study evaluates a CNN-BiLSTM model designed to detect benign traffic and multiple attack categories, including DDoS, DoS, botnet, brute-force, web attack, and infiltration activity. The model achieved strong multi-class detection performance, with 0.9893 accuracy and 0.9979 ROC-AUC. The findings suggest that AI-supported intrusion detection can improve cyber defense operations, analyst triage, and protection of mission-critical networks.
Foreward, Todd Arnold
Letter From The Director: Mastery In Practice, Joseph Schafer
Letter From The Director: Mastery In Practice, Joseph Schafer
Military Cyber Affairs
No abstract provided.
From Static Frameworks To Adaptive Evaluation: Piloting An Ai-Powered Evaluation Planner For Media Literacy And Digital Skills Interventions, Natalia Edisherashvili, Marit Puusepp, Leen D'Haenens, Tania Azadi, Łukasz Tomczyk, Gemma Martinez Fernández, Miguel Ángel Casado Del Río, Diego Martinez-Castro
From Static Frameworks To Adaptive Evaluation: Piloting An Ai-Powered Evaluation Planner For Media Literacy And Digital Skills Interventions, Natalia Edisherashvili, Marit Puusepp, Leen D'Haenens, Tania Azadi, Łukasz Tomczyk, Gemma Martinez Fernández, Miguel Ángel Casado Del Río, Diego Martinez-Castro
Journal of Media Literacy Education Pre-Prints
Evaluating media literacy and digital skills (ML&DS) interventions remains challenging due to limited methodological capacity, time, and resources. Existing frameworks offer valuable guidance but are static and require expert adaptation. This pilot study tested an AI-powered Evaluation Planner developed within the REMEDIS project to support practitioners in designing feasible, evidence-informed evaluation plans. Using a mixed-methods design, 56 participants from 12 countries assessed the tool’s usability, clarity, and perceived utility after completing the Planner and an online survey. Findings showed high perceived ease of use, cognitive clarity, utility, and multilingual functionality. Associations between clarity, ease of use, and intention to reuse …
Humanity, Ai, And The Pedagogy Of Vince Gilligan’S Pluribus, J. Scarlett Kingsley
Humanity, Ai, And The Pedagogy Of Vince Gilligan’S Pluribus, J. Scarlett Kingsley
Dialogue: The Interdisciplinary Journal of Popular Culture and Pedagogy
This review discusses the tv show Pluribus as a contemporary television narrative that functions as an allegory for artificial intelligence and its implications for human meaning-making. Centering on Carol Sturka, one of thirteen individuals immune to a alien global virus that merges humanity into a cooperative “Hive Mind”, the series explores tensions between autonomy and collective well-being in a “peaceful apocalypse.” The analysis argues that the Hive Mind reflects key concerns surrounding AI, including the production of knowledge without understanding, personalization without discernment, and efficiency that bypasses the struggle through which meaning is formed. Drawing on John Searle’s distinction between …
The Future Of Transit, Adam Cohen
The Future Of Transit, Adam Cohen
Mineta Transportation Institute
Public transit agencies are adapting to a post-pandemic operating environment characterized by hybrid work, more dispersed travel demand, workforce constraints, and persistent fiscal pressures. This perspective paper examines how transit agencies, such as the Santa Clara Valley Transportation Authority (VTA), can strengthen ridership while improving the financial sustainability and long-term resilience of its transit system. The analysis synthesizes peer-reviewed research, government and industry reports, publicly available data, transit agency case studies, and expert interviews with thought leaders. The findings indicate that reliability, travel time, frequency, and customer experience remain fundamental drivers of transit use, but that traditional peak-oriented service planning …
Changes In Physical Activity And Sleep In Relation To Reductions In Body Weight And Cholesterol Levels Among Adults With Ptsd, Jeffery Kibler, Karla Patricia Molina Valenzuela, Shalynn Murphy, Claudia Ocholski, Valeria Rangel Cunha, Dania Dabbagh, Blaise Desautels, Alexis B. Tola, Mindy Ma
Changes In Physical Activity And Sleep In Relation To Reductions In Body Weight And Cholesterol Levels Among Adults With Ptsd, Jeffery Kibler, Karla Patricia Molina Valenzuela, Shalynn Murphy, Claudia Ocholski, Valeria Rangel Cunha, Dania Dabbagh, Blaise Desautels, Alexis B. Tola, Mindy Ma
Faculty Articles
There is evidence of strong relationships between posttraumatic stress and cardiovascular disease (CVD) risk. Interventions focused on healthy behaviors may promote CVD risk-reduction in posttraumatic stress disorder (PTSD). The present study includes analysis of the associations among key outcomes from an intervention study of a cognitive behavioral healthy lifestyle intervention in PTSD, treated as an adjunct to standard trauma therapy. Specifically, we examined whether changes in physical activity and sleep efficiency were associated with changes in body weight and cholesterol. The health behavior intervention is conducted in 12 weekly sessions and includes four overlapping modules (physical activity, nutrition, sleep, and …
Shu World Review- September 20th 2026, Diplolab, Seton Hall University
Shu World Review- September 20th 2026, Diplolab, Seton Hall University
SHU World Review
No abstract provided.
Class(Room) Culture: New Conceptualization And A Model Of Culture-Aware Teaching, Ravit Heskiau
Class(Room) Culture: New Conceptualization And A Model Of Culture-Aware Teaching, Ravit Heskiau
International Journal of Transformative Teaching and Learning in Higher Education
As higher education becomes increasingly personalized and students’ individual identities are increasingly considered, this article explores the concept of classroom culture as part of assessing, embracing, and shaping each class’s shared characteristics as a collective. I define classroom culture and explain why it is paramount for educators to understand the unique cultures of their classes and actively assess them, striking a balance between supporting classroom culture and shaping it. Following a critical literature review, I demonstrate the application of commonly used cultural frameworks from the organizational culture literature to higher education classes. Specifically, I expand on how they can help …
Open Access Publishing, Kathleen A. Siry
Open Access Publishing, Kathleen A. Siry
AFIT Library Knowledge Base
No abstract provided.
Leaving Home: Archivists Teaching Outside Their Home Departments, Claire Du Laney Dunker, Lori Schwartz
Leaving Home: Archivists Teaching Outside Their Home Departments, Claire Du Laney Dunker, Lori Schwartz
Criss Library Faculty Proceedings & Presentations
Dunker and Schwartz at the University of Nebraska at Omaha were curious about experiences of archivists teaching outside the archives, inspired by teaching a new public history course for the history department. There is little existing scholarship about archivists teaching credit-bearing courses outside the library. Existing literature focuses on pedagogical practices for history faculty teaching courses, archivists teaching “one-shots”, and collaborations between teaching faculty and archivists for class assignments. To fill this gap, we created a survey to gather opinions and preferences about teaching credit-bearing courses as part of, or adjacent to, professional responsibilities in academic libraries and archives.
Statistical Triangulation: Weighing Multiple Statistical Tools In Macro-Level Housing Research, Julio Montanez, Amy Donley, Jacquelyn Reiss
Statistical Triangulation: Weighing Multiple Statistical Tools In Macro-Level Housing Research, Julio Montanez, Amy Donley, Jacquelyn Reiss
Journal of Applied Disciplines
Homelessness and housing research has a detection problem, in which understanding housing issues (e.g., substandard housing) is plagued by problems like undercounting and incomplete data. To partially compensate for these pitfalls, the current research engages in an exercise aiming to sharpen the statistical approach to homelessness and housing research. The macro-level sample included Florida’s 27 Continuums of Care geographies (composed of one or more Florida counties). The dependent variables were sheltered homelessness, energy-based substandard housing, and plumbing-based substandard housing. The independent variables were misdemeanor partner violence rates, felony partner violence rates, high school non-completion rates, urbanicity, and population burdens of …
Scientific Skulduggery: Richard Harlan's Appropriation Of John Bachman's Claim To Discovery Of The Marsh Rice Rat, Lester D. Stephens
Scientific Skulduggery: Richard Harlan's Appropriation Of John Bachman's Claim To Discovery Of The Marsh Rice Rat, Lester D. Stephens
Georgia Journal of Science
In 1816, the noted mammalogist and clergyman John Bachman collected a new cricetid rodent, the marsh rice rat Oryzomys palustris (Harlan, 1838). Because of his demanding schedule, however, he did not draft a description of the animal until 1836, when, prompted by his friend John James Audubon, he submitted a copy to the Academy of Natural Sciences of Philadelphia for publication in its Proceedings. Proposing the name Arvicola oryzivora for the rat, he asked the naturalist and associate of the Academy Richard Harlan to compare the skin with a related species described by George Ord in 1825. In a …
Historical Redlining, Walkability, And Green Gentrification In Baltimore, Usa, Rafael B. De Andrade, Ella Baynes, Vanessa Belt, Joseph Colasacco, Camden Speilman
Historical Redlining, Walkability, And Green Gentrification In Baltimore, Usa, Rafael B. De Andrade, Ella Baynes, Vanessa Belt, Joseph Colasacco, Camden Speilman
The Geographical Bulletin
Historical redlining created persistent patterns of racial segregation and spatial inequality in American cities. However, urban initiatives aimed at increasing green spaces in these neighborhoods increasingly trigger gentrification that can displace original residents. In this study, we examine the spatial intersection of 1930s-era Home Owners' Loan Corporation (HOLC) redlining boundaries, current property values, and multimodal park accessibility in Baltimore, Maryland. Using geographic data from 245 properties and 13 major parks, we developed an accessibility framework incorporating walking, public transit, and automobile travel modes to estimate accessibility to green spaces across neighborhoods with different redlining histories. Our spatial analysis reveals that …
Data-Driven Risk Mapping For Safer Roads: Unincorporated Dekalb County, Georgia, Getachew B. Demisse, Stacy C. Grear, Araya D. Araya, Shimelis Gebru, Solomon Negash, Leo Ladefian, Carlo Frate
Data-Driven Risk Mapping For Safer Roads: Unincorporated Dekalb County, Georgia, Getachew B. Demisse, Stacy C. Grear, Araya D. Araya, Shimelis Gebru, Solomon Negash, Leo Ladefian, Carlo Frate
The Geographical Bulletin
This study presents a decade-long spatiotemporal analysis of more than 206,000 traffic accidents recorded between 2015 and 2024 in unincorporated DeKalb County, Georgia. The primary goal of the study is to identify critical patterns of roadway risk and inform data‑driven safety interventions. Using crash records from the Georgia Department of Transportation (GDOT) AASHTOWare Safety platform and standardized crash‑rate calculations, the analysis revealed strong temporal regularities, including elevated crash frequencies during afternoon peak hours, Fridays, and seasonal transition periods such as October. Spatial analyses further demonstrate that crashes are highly concentrated along a limited subset of corridors, consistent with High Injury …