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Full-Text Articles in Geography

Using Scenario-Based Generative Ai In A Social Studies Methods Course, Timothy Lintner, Ellis Reeves Oct 2026

Using Scenario-Based Generative Ai In A Social Studies Methods Course, Timothy Lintner, Ellis Reeves

The Councilor: A National Journal of the Social Studies

Artificial intelligence (AI) is quickly transforming the landscape of educator preparation. This shift is especially evident in social studies. As emerging technologies like AI reshape how social studies is taught and learned, it is essential to incorporate them into course design and student outcomes. Simply put, we must ensure that the next generation of social studies educators can effectively use AI to create real-world, scenario-based learning experiences that foster inquiry and encourage student action-taking. This article examines how AI-supported, scenario-based learning was strategically integrated into a secondary social studies methods course at the University of South Carolina Aiken. From concept …


‘There Is No Continuity’: Assessment Of Pre-Service Teachers' Ability To Analyse Historical Sources In Two Ghanaian Public Universities, Anitha Oforiwah Adu-Boahen Oct 2026

‘There Is No Continuity’: Assessment Of Pre-Service Teachers' Ability To Analyse Historical Sources In Two Ghanaian Public Universities, Anitha Oforiwah Adu-Boahen

The Councilor: A National Journal of the Social Studies

The paper examined student-teachers’ understanding of change and continuity in History. Using a convergent parallel mixed method approach, one hundred and thirty-five (135) student-teachers from two public universities examined images depicting classroom settings in Ghana’s educational system from different periods. Respondents were expected to show and explain the continuities and changes in the different periods in Ghanaian history. They were to focus on the disparities in ‘change’ and ‘continuities’ in classroom settings in the Ghanaian educational system over time. Again, student-teachers were expected to transform their knowledge of these changes into historical understanding by writing an interpretation from the sources. …


Using The Past To Better Understand The Present: Contextualizing Today’S History Wars, For Ourselves And For Our Students, Bonnie Laughlin-Schultz Oct 2026

Using The Past To Better Understand The Present: Contextualizing Today’S History Wars, For Ourselves And For Our Students, Bonnie Laughlin-Schultz

The Councilor: A National Journal of the Social Studies

This essay considers our contemporary moment in the context of the long history of the so-called "history wars" in the United States. It identifies four historical moments with ties to the present, and makes use of primary documents to discuss each time period. It also considers the ways in which historical activists such as Frederick Douglass and W. E. B. Du Bois advocated for honest history in the past, and the ways in which we might argue for nuanced historical thinking in the present. Teachers may find the documents of use for their own classrooms, and a brief appendix at …


Low-Income, Minority-Serving Public Schools In Southern California Have Disproportionately High Surface Temperatures, Joaquin Murillo, Gabriella R. Dauber, Joshua B. Fisher, Gregory R. Goldsmith Sep 2026

Low-Income, Minority-Serving Public Schools In Southern California Have Disproportionately High Surface Temperatures, Joaquin Murillo, Gabriella R. Dauber, Joshua B. Fisher, Gregory R. Goldsmith

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Extensive evidence demonstrates that people from minority backgrounds often face unequal exposure to extreme heat and have less access to green space that can provide cooling relief. What is less clear is whether these inequities extend to students on school playgrounds, where high temperatures can affect physical health, social and emotional well-being, and learning. We paired high resolution, satellite remote sensing surface temperature data for all 615 of the public schools in Orange County, California (serving ca. 450,000 students) with data on neighborhood household income, race/ethnicity of school enrollment, distance from the coast, and Normalized Difference Vegetation Index as a …


Dynamic Analysis Of The Role Of Border Area Teachers In Implementing The Deep Learning Approach Through Visual Mapping Assisted By Cousal Loop Diagram (Cdl), Siprianus Jewarut, Usman Usman, Rikardus Sehajun, Pramatatya Resindra Widya Jul 2026

Dynamic Analysis Of The Role Of Border Area Teachers In Implementing The Deep Learning Approach Through Visual Mapping Assisted By Cousal Loop Diagram (Cdl), Siprianus Jewarut, Usman Usman, Rikardus Sehajun, Pramatatya Resindra Widya

Jurnal Pendidikan Geografi: Kajian, Teori, dan Praktek dalam Bidang Pendidikan dan Ilmu Geografi

Bengkayang is one of the districts in Kalimantan Province. This regency is very special because it is located right on the border between Indonesia and Serikin Sarawak, Malaysia. The condition of the border area certainly leaves various challenges due to the area's location quite far from the city center and a fairly large area. This situation presents a very significant challenge in efforts to improve the quality of education and human resources of the community in the Bengkayang region. Based on the actual conditions in the field, various limitations were found, ranging from the lack of availability of educational facilities …


Democratic Economic Planning From And For Social Reproduction: Foundations For A Postcapitalist Research Agenda, Sophie Elias-Pinsonnault, Bengi Akbulut, Audrey Laurin-Lamothe Jul 2026

Democratic Economic Planning From And For Social Reproduction: Foundations For A Postcapitalist Research Agenda, Sophie Elias-Pinsonnault, Bengi Akbulut, Audrey Laurin-Lamothe

Emancipations: A Journal of Critical Social Analysis

As ecological and social crises render the transformation of capitalist economic organization increasingly urgent, the resurgence of interest in democratic economic planning confronts a foundational blind spot: the systematic neglect of social reproduction. This paper argues that any genuinely needs-based planned economy must extend its scope beyond formally recognized productive activities to encompass the full spectrum of reproductive labor through which human and non-human life is sustained and regenerated. Drawing on feminist political economy and the Marxist-feminist tradition, the authors argue that meeting needs requires more than reorganizing production: it demands confronting the question of who does reproductive work, at …


Book Review - Ayodeji Olukoju And Tokunbo A. Ayoola (Eds.), Politics, Economy, And Society In Twentieth Century Nigeria, (Lanham, Md: Lexington Books, 2023), Xvii + 328 Pp. $120.00. Hardback. Isbn: 978-1-66692-996-6., Omon M. Osiki Jul 2026

Book Review - Ayodeji Olukoju And Tokunbo A. Ayoola (Eds.), Politics, Economy, And Society In Twentieth Century Nigeria, (Lanham, Md: Lexington Books, 2023), Xvii + 328 Pp. $120.00. Hardback. Isbn: 978-1-66692-996-6., Omon M. Osiki

Global Africa: Journal of African and African Diaspora Studies

No abstract provided.


Book Review - Lindsay Pérez Huber And Susana Muñoz, Why They Hate Us: How Racist Rhetoric Impacts Education, (New York, Ny: Teachers College Press, 2021), 240 Pages, Isbn: 0807764981, Olufemi Oyebade Jul 2026

Book Review - Lindsay Pérez Huber And Susana Muñoz, Why They Hate Us: How Racist Rhetoric Impacts Education, (New York, Ny: Teachers College Press, 2021), 240 Pages, Isbn: 0807764981, Olufemi Oyebade

Global Africa: Journal of African and African Diaspora Studies

No abstract provided.


Southern History Remixed: Conversation With Dr. Michael Bertrand1 On His Book, Southern History Remixed, (Gainesville, Fl: University Press Of Florida, 2024), 322 Pp., Sheri Bartlett Browne Jul 2026

Southern History Remixed: Conversation With Dr. Michael Bertrand1 On His Book, Southern History Remixed, (Gainesville, Fl: University Press Of Florida, 2024), 322 Pp., Sheri Bartlett Browne

Global Africa: Journal of African and African Diaspora Studies

No abstract provided.


Myth, Spirituality, And Thought Patterns In Two African And Brazilian Ritual Dramas, Dele Layiwola Jul 2026

Myth, Spirituality, And Thought Patterns In Two African And Brazilian Ritual Dramas, Dele Layiwola

Global Africa: Journal of African and African Diaspora Studies

This essay conceptualizes and historicizes the phenomena of religion, custom, and belief systems by utilizing two celebrated dramatic texts and performances as practical illustrations of the complex roles they play in the social, political, and cultural lives of human beings, irrespective of their geographical locations. The arguments demonstrate that religion or spirituality is a given phenomenon in the personal and public lives of the denizens of various societies. It possesses its own logic and rules, which may not be mutually compatible, nevertheless constitute a constant universal principle. The paper employs dramatized examples to show that in classical or modern times, …


Ikenga: Symbolism, Spirituality, And Sociocultural Importance In Igbo Traditional Belief Systems, Chinyere Ndubuisi Jul 2026

Ikenga: Symbolism, Spirituality, And Sociocultural Importance In Igbo Traditional Belief Systems, Chinyere Ndubuisi

Global Africa: Journal of African and African Diaspora Studies

The Ikenga, a noteworthy relic of the Igbo people of southern Nigeria, is examined in this paper as a major art object for a better understanding of African traditional religions and belief systems. Ikenga is a wooden sculpture traditionally made to represent an individual's power, achievements, and spiritual essence among the Igbo. Ikenga is ascribed the embodiment of the relationship between personal action, ancestral respect, and divinity within Igbo mythology. Within the framework of Igbo traditional religion, this paper examines the ontological significance, spiritual purposes, and social consequences of the Ikenga. The symbolic relevance of Ikenga as both a personal …


Language And Culture: Exploring The Links Between Africans And African Americans, Joash J. Gambarage Jul 2026

Language And Culture: Exploring The Links Between Africans And African Americans, Joash J. Gambarage

Global Africa: Journal of African and African Diaspora Studies

Due to the generational distance between contemporary African Americans and the earliest generations of enslaved Africans, the deep cultural connection between these two groups has not been sufficiently explored. Moreover, much of the existing literature on African culture in the Americas primarily focuses on retentions related to religion, music, food, and language, often missing other critical aspects of cultural continuity within the African diaspora, such as African American Vernacular English (AAVE) and Niger-Congo linguistic ties, naming practices, and African epistemologies. This exclusion limits our understanding of how the historical movement of Africans and the persistence of African cultural legacies, have …


Situating Everybody Hates Chris (Ehc): The Appeal Of The Show, Elizabeth Johnson, Donald Culverson Jul 2026

Situating Everybody Hates Chris (Ehc): The Appeal Of The Show, Elizabeth Johnson, Donald Culverson

Global Africa: Journal of African and African Diaspora Studies

"Everybody Hates Chris" (EHC) achieved critical success by employing comedy to address significant social issues, distinguishing itself in early-2000s television. Unlike earlier and contemporary series such as "Moesha," "The Hughleys," and "The Cosby Show," EHC offered a nuanced portrayal of Black family life, engaging an audience often overlooked or misrepresented by mainstream media. This article examines shifts in the television industry from the late 1990s to the early 2000s that facilitated EHC's innovative approach. The series departed from traditional family sitcoms, functioning not merely as entertainment but as a social commentary on the complexities of the family as a societal …


Christian Missions’ Medical Work In The Colonial Ilorin Province, 1900 To 1960, Rasheed Onagun Jul 2026

Christian Missions’ Medical Work In The Colonial Ilorin Province, 1900 To 1960, Rasheed Onagun

Global Africa: Journal of African and African Diaspora Studies

A scarcity of labor and the pursuit of optimal profit maximization led to the colonial government's collaboration with Christian missions to disseminate and expand Western healthcare to the populace. In Ilorin Province and Nigeria as a whole, missions undertook the majority of colonial medical work and public health initiatives. For the first time in the history of Ilorin Province, missionary endeavors introduced Western medicine as an alternative healthcare source to many, necessitating a historical examination. This paper explores existing literature, oral testimonies, and extensive archival documents to analyze the impacts of missionary medical work on the well-being of the people …


Editors’ Note: Introducing The Inaugural Edition Jul 2026

Editors’ Note: Introducing The Inaugural Edition

Global Africa: Journal of African and African Diaspora Studies

No abstract provided.


Archives Of The Future, Ka Oskar Ly May 2026

Archives Of The Future, Ka Oskar Ly

Masters Theses

Archives Of The Future is a practice-based thesis that invokes the archive and the future as simultaneous.

This research insists on the recentering of HMong Indigeneity and its own rooted traditions of HMong Queerness and HMong Feminism as ancestral knowledge systems.

They are the medicine. To recover their cosmological capacity is to traverse centuries of systematic eradication by empires and patriarchy.

I treat artistic making, community encounter, memory, and materials as equally valid ways of knowing and as collaborators. Field research from 2020 to 2026 moves through kinship and artisan teachings. It spans Southeast Asia, France, the United States, and …


The Applicability Of Artificial Intelligence In Tour Guiding: Perspective Of Sustainable Service Innovation In Tourism With Technology, Chiranjib Kumar Choudhary Phd, Aditi Choudhary May 2026

The Applicability Of Artificial Intelligence In Tour Guiding: Perspective Of Sustainable Service Innovation In Tourism With Technology, Chiranjib Kumar Choudhary Phd, Aditi Choudhary

International Journal of Tour Guiding and Visitor Attraction Research

Artificial Intelligence (AI) is increasingly transforming various sectors of the tourism, travel, and hospitality industry. Among these, the role of tourist guides remains crucial, as they act as cultural ambassadors representing destinations and nations. The primary objective of this study is to explore the applications of AI in developing intelligent audio-visual tour guides and assistive devices that enhance tourists’ real-time experiences at heritage sites, tourist attractions, and places of archaeological significance. The research adopts a qualitative approach, utilising secondary data gathered from academic literature, printed and electronic resources, online databases, and expert opinions from tourism professionals. The collected data were …


Resilience In Place Names: German-Hehe War Memories And Cultural Identity In Iringa Toponyms, Claudio G. Kisake, Sophilini M. Yisega, Spemba E. Spemba May 2026

Resilience In Place Names: German-Hehe War Memories And Cultural Identity In Iringa Toponyms, Claudio G. Kisake, Sophilini M. Yisega, Spemba E. Spemba

Journal of Humanities and Social Sciences

Toponyms, or place names, act as vital markers of historical memory, cultural identity and resilience. In Iringa, Tanzania, toponymy offers valuable insights into the enduring impacts associated with the German-Hehe War (1890–1898), and colonial encounters on indigenous communities. This study explores how place names—such as Kitanzini (‘a place with a noose for hanging people’), Ilundamatwe or Lundamatwe (‘a collection of slaughtered heads’), and Gangilonga (‘the speaking stone’)—convey narratives of Hehe war superiority, resistance, and survival. Using a qualitative approach, the research incorporates archival sources, oral histories, and linguistic analysis to investigate the stories behind naming and renaming, the role of …


Walking The Map: Exploring Illinois Using Giant Traveling Maps, Irenea Walker, Kim Carthans May 2026

Walking The Map: Exploring Illinois Using Giant Traveling Maps, Irenea Walker, Kim Carthans

The Great Lakes Social Studies Journal

While it is common for any social studies discipline to receive limited instructional time in the elementary classroom, geography would be among the least taught (Bauml, 2023; Hinde, 2014). As a result, many students lack even the basic knowledge of geography, such as state capitals, geographical locations, and major landmarks. It is even more alarming that elementary students are unaware of the geography of their own state. National Geographic Society introduced giant floor traveling maps over a decade ago through each state’s National Geographic Alliance (2025). The gigantic floor map helps students get a sense of the map's places through …


Immigration Related Stress As A Social Determinants Of Health Among Immigrants In Santa Cruz County, Jose Manuel Martinez May 2026

Immigration Related Stress As A Social Determinants Of Health Among Immigrants In Santa Cruz County, Jose Manuel Martinez

Capstone Projects and Master's Theses

Immigration related stress is a major public health issue for undocumented immigrants and mixed status families. That is linked towards the social determinants of health associated with mental health, stress, and disparities. This capstone project was implemented at Santa Cruz County Immigration Project, a program within the Community Action Board in Watsonville, California, that provides legal assistance and support towards the community. The purpose of this project was to evaluate & analyze collected data from clients feedback through bilingual surveys & intake forms that were distributed in person, email, text, and QR code. A total of 50 surveys were collected, …


Strengthening Students' Political Thinking Skills By Researching The Annexation Of Texas, Rebecca Macon Bidwell, Jeremiah Clabough Apr 2026

Strengthening Students' Political Thinking Skills By Researching The Annexation Of Texas, Rebecca Macon Bidwell, Jeremiah Clabough

The Councilor: A National Journal of the Social Studies

The unit plan in this manuscript uses best practices from the C3 Framework published by the National Council for the Social Studies and Wayne Journell’s ideas about political thinking to engage students in discussion of the politics leading to the nomination of Governor James K. Polk as the Democratic Party nominee for president in the U.S. 1844 presidential election. Students explore the impact of candidates’ views of the annexation of Texas during this election as well as the influence of President Jackson on the nomination process in the Democratic Party. Ultimately, the election pitted Governor James K. Polk, the dark …


Hitler Must Be Killed: A Wwii Case Study, Jeffrey Byford, Presley Shilling, Alisha Milam Apr 2026

Hitler Must Be Killed: A Wwii Case Study, Jeffrey Byford, Presley Shilling, Alisha Milam

The Councilor: A National Journal of the Social Studies

Social studies education during the 1960s experienced an educational renaissance known as the new social studies movement. Over 50 projects were funded by the National Science Foundation or private corporations to interject a student-centered curriculum into K-12 classrooms during this period. Nearly 60 years later, can student-centered decision-making activities be used in an era of high-stakes testing and planned curriculum? This article attempts to rekindle students' interest in decision-making and discussion by exploring elements in Moral Reasoning: The Value of Life from the Harvard Social Studies Project (HSSP). The activity called "Hitler Must Be Killed" helped students bring the content …


A Distributed Model For Undergraduate Education In Environmental Remote Sensing: Increased Student Interest In Science And Sense Of Science Identity And Belonging, Gregory R. Goldsmith, Monae Verbeke, Jeremy Forsythe, Joshua B. Fisher Mar 2026

A Distributed Model For Undergraduate Education In Environmental Remote Sensing: Increased Student Interest In Science And Sense Of Science Identity And Belonging, Gregory R. Goldsmith, Monae Verbeke, Jeremy Forsythe, Joshua B. Fisher

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

"We present results from a new open-access course in satellite remote sensing of the environment that uses evidence-based, active learning pedagogy to train the next generation of interdisciplinary scientists The course, called Observing Earth from Above, teaches students how to access, visualize, and communicate satellite remote sensing data from NASA’s ECOSTRESS instrument to address a variety of environmental challenges. The resources focus on follow-along tutorials for students and also include recorded lectures and interviews with remote sensing scientists."


A Student-Centered Gis Classroom: Second Chances And Real-World Practice Teaching Portfolio For Nres218 Introduction To Geospatial Technologies, Ran Wang Feb 2026

A Student-Centered Gis Classroom: Second Chances And Real-World Practice Teaching Portfolio For Nres218 Introduction To Geospatial Technologies, Ran Wang

UNL Faculty Course Portfolios

This course portfolio documents the design, implementation, and reflection of NRES218 Introduction to Geospatial Technologies, an introductory undergraduate geographic information system (GIS) course. This course aims to integrate basic and applied sciences to help students develop spatial thinking and spatial analysis skills for proposing spatial science–oriented solutions. Instructional strategies emphasize experiential learning through structured laboratory exercises and outdoor field activities that connects real-world observation with GIS analysis. To support student learning and persistence, the course also incorporated flexible assessment practices, including second-chance exams. Reflection on student engagement and performance revealed that while these strategies were highly beneficial for some students, …


Student's Disaster Comprehension In Merapi Eruption Disaster Prone Area: A New Approach Of Measuring Disaster Preparedness Profile Toward Young Generation, Agus Dwi Febrianto, Muhammad Nursa'ban, Zahid Zufar At Thaariq, James Leonard Mwakapemba Jan 2026

Student's Disaster Comprehension In Merapi Eruption Disaster Prone Area: A New Approach Of Measuring Disaster Preparedness Profile Toward Young Generation, Agus Dwi Febrianto, Muhammad Nursa'ban, Zahid Zufar At Thaariq, James Leonard Mwakapemba

Jurnal Pendidikan Geografi: Kajian, Teori, dan Praktek dalam Bidang Pendidikan dan Ilmu Geografi

The number of disaster incidents in Indonesia causes disaster risk reduction efforts in Indonesia, especially young people, to need to be optimally increased. The extent of efforts to improve the preparedness of the younger generation cannot be known without going through the initial identification of disaster preparedness based on the youth profile. This study aims to describe and identify the preparedness profile of young people based on disaster preparedness measurement instruments. The method used in this study is descriptive by presenting, describing, and analyzing further data to find new conclusions and discoveries by comparing several data. Data collection was carried …


Laila: A Doll Memoir Of 1947 Partition Of India And Pakistan, Maleeha Malik, Maleeha Fatima Malik Jan 2026

Laila: A Doll Memoir Of 1947 Partition Of India And Pakistan, Maleeha Malik, Maleeha Fatima Malik

Children's Literature (MFA) Theses

This abstract examines a creative and critical work centered on the 1947 Partition of India, which displaced approximately fourteen million people and caused one million deaths. The narrative introduces Laila, an anthropomorphized doll who functions as both witness and archive, embodying the memories and traumas of multiple child survivors. Through Laila’s journey across India, Pakistan, and the diaspora, the text explores themes of identity, belonging, loss, and intergenerational memory.

Blending personal family history with historical analysis, the author situates Laila within lived experiences of migration, silence, and religious marginalization, particularly as part of the Ahmadi Muslim community. The narrative foregrounds …


Marooned: A Western Frontier Dismal Swamp Narrative, Professor Meya E. Hargett Dec 2025

Marooned: A Western Frontier Dismal Swamp Narrative, Professor Meya E. Hargett

The Scholarship Without Borders Journal

Marooned: A Western Frontier Dismal Swamp Narrative centers the erased figure of Samuel Mars, a lost Black station master whose movements through the Great Dismal Swamp have been excluded from dominant Underground Railroad cartographies. Here, the term “Marooned” refers not to abandonment, but to the maroon geographies of Black and Indigenous resistance encoded in land, lineage, and fugitive infrastructure.

Guided by Diasporic Maroon Memory Theory, Lineage as Method, and the Maroon Geographies Framework, this research reconstructs Mars’s trajectory through oral testimony, spatial patterning, and ancestral land memory. Rather than casting the Dismal Swamp merely as a site of refuge, this …


The Chemistry Of Color: A Comparative Analysis Of Natural And Synthetic Dyes In Textile Application, Caitlyn Pinaga Cpht Dec 2025

The Chemistry Of Color: A Comparative Analysis Of Natural And Synthetic Dyes In Textile Application, Caitlyn Pinaga Cpht

Honors Program Theses and Research Projects

The Chemistry of Color: A Comparative Analysis of Natural and Synthetic Dyes in Textile Application examines how color functions at the intersection of chemistry, culture, and environmental responsibility. This project traces the evolution of dyeing from ancient natural pigment traditions, rooted in ecological knowledge, agricultural practices, and cultural identity, to the industrial rise of synthetic dyes, whose laboratory precision enabled unprecedented consistency, brightness, and global textile expansion. Through experimental swatch analysis, the study compares the behavior of natural dyes derived from plants and food sources with modern fiber-reactive and synthetic dye classes on a range of fibers including cotton, bamboo …


Mountain Communities During A Time Of War: A Case Study Of The Hutsul Region In The Carpathian Mountains Of Ukraine, Pavlo Rybaruk Dec 2025

Mountain Communities During A Time Of War: A Case Study Of The Hutsul Region In The Carpathian Mountains Of Ukraine, Pavlo Rybaruk

Electronic Theses and Dissertations

This thesis investigates the ethno-ecological technologies employed by the Hutsul people within the highland agrarian economy of the Carpathian Mountains. Over centuries, the Hutsuls have developed ethno-ecological technologies that maintain ecological integrity while supporting community livelihoods.

The study addresses three primary research questions: What are the most important ethno-ecological technologies of the Hutsul highland economy? How might these traditional ethno-ecological practices be applied to economic, agricultural, and tourism development in the Hutsul region? How might these traditional ethno-ecological practices be combined with contemporary approaches to encourage sustainable development in the region?

The research explores the devastating impact of the Russian …


Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien Nov 2025

Geographic Patterns Of Educational Achievement: A Methodological Case Study Of Regression Modeling Approaches, Leokadia Lipien

USF Tampa Graduate Theses and Dissertations

This methodological case study introduces a novel approach to investigate the impact of student, teacher, and geographic factors on the academic achievement of virtual school students in Florida. Traditional linear regression models, and even multilevel models, often overlook spatial dependencies, which can lead to biased estimates and incomplete inferences. This research addresses this limitation by comparing a cross-classified multilevel model (CCMM) with a novel cross-classified spatial model (CCSM) that incorporates coefficients from geographically weighted regression (GWR). Utilizing secondary data from a statewide virtual school, including student demographics, teacher characteristics, and standardized test scores, along with U.S. Census Bureau data, the …