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Bioagricorridors: Uban Ecosystem Networks To Enhance Biological Diversity, Ecosystem Services And Food Production In Barcelona, Spain, Fabio Capra-Ribeiro, Filippo Vegezzi Jan 2025

Bioagricorridors: Uban Ecosystem Networks To Enhance Biological Diversity, Ecosystem Services And Food Production In Barcelona, Spain, Fabio Capra-Ribeiro, Filippo Vegezzi

Faculty Publications

Urbanisation and environmental degradation pose significant challenges to biodiversity, ecosystem services, and food pro- duction. The Bioagricorridors strategy addresses this by inte- grating agroecology in the urban environment, emphasising the continuity principle to connect diverse ecosystems through green infrastructure. Employing a mapping strategy, bioagricorridors bridge theory and space, using maps as communication tools and deep mapping to explore multi-layered, digital cartographic representations. This approach aids in addressing pressing urban conditions, enhancing genetic diversity, and improving soil and water quality. The exploration uses Barcelona as a case study, a city marked by historical urban planning shifts and landscape fragmentation. Taking into …


Challenges In Combating Climate Change: Lessons From Latin American And Caribbean Case Studies, Fabio Capra-Ribeiro Jan 2025

Challenges In Combating Climate Change: Lessons From Latin American And Caribbean Case Studies, Fabio Capra-Ribeiro

Faculty Publications

Climate change presents a complex global threat, particularly in Latin America and the Caribbean, where the impacts are severe, yet the region also showcases innovative approaches to face these issues. This study systematically analyzes the challenges faced by urban sustainability projects in the region, drawing insights from 35 case studies in the Urban Sustainability Exchange (USE) database. The primary objective is to identify shared challenges in implementing climate action initiatives, offering valuable lessons for future projects. Challenges were categorized into 14 themes, with issues related to collaboration and communication emerging as the most frequent. Other significant challenges included infrastructure limitations, …


A Systematic Review Of Environmentally Persistent Free Radical (Epfr) Formation, Characteristics, And Health Effects: Are There Sufficient Data For Risk Assessment?, Avinash Kumar, Divine Nde, Chuqi Guo, Rashmi Pathak, Fox Foley, Syed Ahmad, Prakash Dangal, Farhana Hasan, Myron Lard, Ankit Aryal, Martine E. Mathieu-Campbell, Jennifer Irving, Oluwafeyikemi Ogunmusi, Jennifer Richmond-Bryant, Slawomir Lomnicki, Lavrent Khachatryan, Stephania A. Cormier, Tammy R. Dugas Jan 2025

A Systematic Review Of Environmentally Persistent Free Radical (Epfr) Formation, Characteristics, And Health Effects: Are There Sufficient Data For Risk Assessment?, Avinash Kumar, Divine Nde, Chuqi Guo, Rashmi Pathak, Fox Foley, Syed Ahmad, Prakash Dangal, Farhana Hasan, Myron Lard, Ankit Aryal, Martine E. Mathieu-Campbell, Jennifer Irving, Oluwafeyikemi Ogunmusi, Jennifer Richmond-Bryant, Slawomir Lomnicki, Lavrent Khachatryan, Stephania A. Cormier, Tammy R. Dugas

Faculty Publications

Environmentally persistent free radicals (EPFRs) are stable free radicals formed on particulate matter (PM) through processes such as combustion and pyrolysis. These free radicals are generated on transition metal oxide surfaces in the presence of aromatic precursors. Exposure to EPFRs occurs primarily via inhalation of PM deriving from combustion, traffic, industrial activities, and both indoor and outdoor burning. Other environmental factors that might generate EPFRs are radon, electronic and tobacco cigarettes. EPFRs exhibit unexpectedly long half-lives, ranging from several weeks to, in some cases, several years. EPFRs may be carbon-centered, oxygen-centered or mixed, identified by g-values exhibited in electron paramagnetic …


The Work Of An Hour: A Case Study Of Propaganda, Michael F. Russo Jan 2025

The Work Of An Hour: A Case Study Of Propaganda, Michael F. Russo

Faculty Publications

This research paper discusses the messaging of United States President George W. Bush and his administration regarding the U.S. led invasion of Iraq. Transcripts of presidential communications, national news programs, and public opinion polls from 2001-03 were analyzed to identify patterns in these communications. This review demonstrated techniques similar to those used in historical propaganda campaigns to sway public opinion. The introduction and repetition of key terminology from the government was followed by magnification by television news programs. These messages were broadcast despite lack of evidence of Iraq’s involvement with the 9/11 attacks or their possession of weapons of mass …


Editorial: Advancements And Challenges In Quantum Technologies Using Low-Dimensional Systems, Nanrun Zhou, Omar Magana-Loaiza, Clebson Cruz Jan 2025

Editorial: Advancements And Challenges In Quantum Technologies Using Low-Dimensional Systems, Nanrun Zhou, Omar Magana-Loaiza, Clebson Cruz

Faculty Publications

No abstract provided.


Chip-Based Quantum Signature Network Reaches 200 Km, Chenglong You, Omar S. Magaña-Loaiza Jan 2025

Chip-Based Quantum Signature Network Reaches 200 Km, Chenglong You, Omar S. Magaña-Loaiza

Faculty Publications

A pioneering chip-based quantum digital signature (QDS) network achieves secure document signing over 200 km of fiber, leveraging integrated photonics to miniaturize transmitters and centralize measurement systems. This breakthrough paves the way for future scalable, cost-effective, and robust quantum-secure communication networks.


Exercise And Nutrition To Improve Cancer Treatment-Related Outcomes (Enicto), Kathryn H. Schmitz, Justin C. Brown, Melinda L. Irwin, Kim Robien, Jessica M. Scott, Nathan A. Berger, Bette Caan, Andrea Cercek, Tracy E. Crane, Scott R. Evans, Jennifer A. Ligibel, Jeffrey A. Meyerhardt, Tanya Agurs-Collins, Karen Basen-Engquist, Jennifer W. Bea, Sheng F. Cai, Brenda Cartmel, Vernon M. Chinchilli, Wendy Demark-Wahnefried, Christina M. Dieli-Conwright, Loretta Dipietro, Shawna E. Doerksen, Sharon L. Edelstein, Joanne Elena, William Evans, Leah M. Ferrucci, Julia Foldi, Sarah Freylersythe, Helena Furberg, Lee W. Jones, Ross Levine, Chaya S. Moskowitz, Cynthia Owusu Jan 2025

Exercise And Nutrition To Improve Cancer Treatment-Related Outcomes (Enicto), Kathryn H. Schmitz, Justin C. Brown, Melinda L. Irwin, Kim Robien, Jessica M. Scott, Nathan A. Berger, Bette Caan, Andrea Cercek, Tracy E. Crane, Scott R. Evans, Jennifer A. Ligibel, Jeffrey A. Meyerhardt, Tanya Agurs-Collins, Karen Basen-Engquist, Jennifer W. Bea, Sheng F. Cai, Brenda Cartmel, Vernon M. Chinchilli, Wendy Demark-Wahnefried, Christina M. Dieli-Conwright, Loretta Dipietro, Shawna E. Doerksen, Sharon L. Edelstein, Joanne Elena, William Evans, Leah M. Ferrucci, Julia Foldi, Sarah Freylersythe, Helena Furberg, Lee W. Jones, Ross Levine, Chaya S. Moskowitz, Cynthia Owusu

Faculty Publications

Chemotherapy treatment-related side effects are common and increase the risk of suboptimal outcomes. Exercise interventions during cancer treatment improve self-reported physical functioning, fatigue, anxiety, and depression, but it is unclear whether these interventions improve important clinical outcomes, such as chemotherapy relative dose intensity. The National Cancer Institute funded the Exercise and Nutrition to Improve Cancer Treatment-Related Outcomes (ENICTO) Consortium to address this knowledge gap. This article describes the mechanisms hypothesized to underpin intervention effects on clinically relevant treatment outcomes, briefly outlines each project’s distinct research aims, summarizes the scope and organizational structure of ENICTO, and provides an overview of the …


What ‘Unexplored’ Means: Mapping Regions With Digitized Natural History Records To Look For ‘Biodiversity Blindspots’, Laymon Ball, Sheila Rodríguez-Machado, Diego Paredes-Burneo, Samantha Rutledge, David A. Boyd, David Vander Pluym, Spenser Babb-Biernacki, Austin S. Chipps, Rafet Öztürk, Yahya Terzi, Prosanta Chakrabarty Jan 2025

What ‘Unexplored’ Means: Mapping Regions With Digitized Natural History Records To Look For ‘Biodiversity Blindspots’, Laymon Ball, Sheila Rodríguez-Machado, Diego Paredes-Burneo, Samantha Rutledge, David A. Boyd, David Vander Pluym, Spenser Babb-Biernacki, Austin S. Chipps, Rafet Öztürk, Yahya Terzi, Prosanta Chakrabarty

Faculty Publications

We examined global records of accessible natural history voucher collections (with publicly available data and reliable locality data) for terrestrial and freshwater vascular plants, fungi, freshwater fishes, birds, mammals, and herpetofauna (amphibians and reptiles) and highlight areas of the world that would be considered undersampled and sometimes called ‘unexplored’ (i.e., have relatively low, or no evidence of, past sampling efforts) under typical Western-scientific descriptions. We also question what ‘unexplored’ may mean in these contexts and explain how replacing the term in favor of more nuanced phrasing (e.g., ‘biodiversity blindspots,’ which emphasizes the lack of publicly available data about specimens) can …


Targeting Bacterial Transcription Factors For Infection Control: Opportunities And Challenges, Ahmed Al-Tohamy, Anne Grove Jan 2025

Targeting Bacterial Transcription Factors For Infection Control: Opportunities And Challenges, Ahmed Al-Tohamy, Anne Grove

Faculty Publications

The rising threat of antibiotic resistance in pathogenic bacteria emphasizes the need for new therapeutic strategies. This review focuses on bacterial transcription factors (TFs), which play crucial roles in bacterial pathogenesis. We discuss the regulatory roles of these factors through examples, and we outline potential therapeutic strategies targeting bacterial TFs. Specifically, we discuss the use of small molecules to interfere with TF function and the development of transcription factor decoys, oligonucleotides that compete with promoters for TF binding. We also cover peptides that target the interaction between the bacterial TF and other factors, such as RNA polymerase, and the targeting …


Maximum Spread Of Ks,T-Minor-Free Graphs, William Linz, Linyuan Lu, Zhiyu Wang Jan 2025

Maximum Spread Of Ks,T-Minor-Free Graphs, William Linz, Linyuan Lu, Zhiyu Wang

Faculty Publications

The spread of a graph G is the difference between the largest and smallest eigenvalue of the adjacency matrix of G. In this paper, we consider the family of graphs which contain no Ks,t-minor. We show that for any t ≥ s ≥ 2 and sufficiently large n, there is an integer ξt such that the extremal n-vertex Ks,t-minor-free graph attaining the maximum spread is the graph obtained by joining a graph L on (s −1) vertices to the disjoint union of (Formula Presented) copies of Kt and (Formula Presented) isolated vertices. Furthermore, we give an explicit formula for ξt …


Civic Duties And Cultural Change, Daniel B. Rice Jan 2025

Civic Duties And Cultural Change, Daniel B. Rice

Faculty Publications

What duties do Americans owe the state? Today, this question seems almost incomprehensible. Compulsions in the common interest are received coolly in our rights-obsessed culture, and the Supreme Court has never announced a framework for identifying the burdens of citizenship. Yet the concept of civic duty has played a central role in America’s constitutional tradition. From shoveling snow to repairing roads to fighting overseas, private individuals have long been forced to serve the public in ways menial and profound. Strangely, the discourse of obligation that legitimated numerous compulsions has faded from professional view. Judges’ mawkish tributes to liberty pay no …


Temporal Network Analysis Of Comorbidities Among People With Hiv In South Carolina, Yunqing Ma, Matthew Lohman Ph.D., Monique J. Brown Ph.D., Mph, Yichen Li, Xiaoming Li Ph.D., Bankole Olatosi Ph.D., Jiajia Zhang Ph.D. Jan 2025

Temporal Network Analysis Of Comorbidities Among People With Hiv In South Carolina, Yunqing Ma, Matthew Lohman Ph.D., Monique J. Brown Ph.D., Mph, Yichen Li, Xiaoming Li Ph.D., Bankole Olatosi Ph.D., Jiajia Zhang Ph.D.

Faculty Publications

Introduction: People with HIV experience a high rate of comorbidities that can complicate their health outcomes. Understanding the prevalence, interrelationships and temporal development of these comorbidities is crucial for improving health management and quality of life for people with HIV. Methods: We used a population-based cohort extracted from statewide electronic health record (EHR) data in South Carolina (SC), including 18 649 people with HIV who survived at least 1 year after HIV diagnosis between January 1, 2005, and December 31, 2020. Comorbidities and organ systems were classified using ICD-10 codes. Network analysis was performed to assess the closeness centrality among …


Workplace Retaliation And The Intersection Of Protected Conduct And Job Performance, Chris Schmidt Jan 2025

Workplace Retaliation And The Intersection Of Protected Conduct And Job Performance, Chris Schmidt

Faculty Publications

No abstract provided.


Advances In Tropical Climatology–A Review, Flávia D.S. Moraes, Craig Ramseyer, Paul W. Miller, Jill C. Trepanier Jan 2025

Advances In Tropical Climatology–A Review, Flávia D.S. Moraes, Craig Ramseyer, Paul W. Miller, Jill C. Trepanier

Faculty Publications

Understanding tropical climatology is essential to comprehending the atmospheric connections between the tropics and extratropical latitudes weather and climate events. In this review paper, we emphasize the advances in key areas of tropical climatology knowledge since the end of the 20th century and offer a summary, assessment, and discussion of previously published literature. Among the key areas analyzed here, we explore the advances in tropical oceanic and atmospheric variability, such as El Niño–Southern Oscillation and the Madden-Julian Oscillation, and how those teleconnection events have helped us to better understand variabilities in tropical monsoons, tropical cyclones, and drought events. We also …


An Early Web History Of Vaccine Skeptical Digital Rhetorics, Miles C. Coleman, Will Mari Jan 2025

An Early Web History Of Vaccine Skeptical Digital Rhetorics, Miles C. Coleman, Will Mari

Faculty Publications

Vaccine hesitancy is a public health threat stoked by vaccine skeptical rhetorics that circulate via the Web. While there is a body of work that studies the digital rhetorical tactics of vaccine skeptics, most of this work focuses on the Web rhetorics of the “Web 2.0” era, leaving the “Web 1.0” era relatively understudied and, in turn, foreclosing opportunities to look back before moving forward in the current moment. In efforts to yield glimpses into the antecedents of digital culture that have shaped contemporary vaccine skeptical discourses, in this article, we draw on systematically sourced website “snapshots” of vaccine skeptical …


Artificial Intelligence In Educational Research And Scholarship: Seven Framings, Eamon Costello, Giselle Ferreira, Stefan Hrastinski, Jason K. Mcdonald, Ahmed Tlili, George Veletsianos, Victoria I. Marin, Henk Huijser, Sharon Altena Jan 2025

Artificial Intelligence In Educational Research And Scholarship: Seven Framings, Eamon Costello, Giselle Ferreira, Stefan Hrastinski, Jason K. Mcdonald, Ahmed Tlili, George Veletsianos, Victoria I. Marin, Henk Huijser, Sharon Altena

Faculty Publications

In a recent interview (Bender et al., 2025), Professor Emily M. Bender discussed the limitations of technical solutions in addressing harmful Artificial Intelligence (AI) bias. She described a particular point we may reach at which technical solutions stop working, and when we should then widen the lens to ask about the problem framing itself. This is a crucial step in any inquiry that is of concern to both novice and experienced researchers alike: moving from problem-solving to problematisation. This commentary aims to provide educational researchers with a glimpse into the wide array of research problems and problematisation of AI in …


Designing For Relational Ethics In Online And Blended Learning: Levinas, Buber, And Teaching Interfaith Ethics, Michael Hubbard Mackay, Jason K. Mcdonald, Andrew C. Reed Jan 2025

Designing For Relational Ethics In Online And Blended Learning: Levinas, Buber, And Teaching Interfaith Ethics, Michael Hubbard Mackay, Jason K. Mcdonald, Andrew C. Reed

Faculty Publications

Online and blended learning (OBL) overemphasize the process of creating artifacts, producing strategies, or otherwise utilizing a “making” orientation in education. As an alternative to this making-orientation, we offer a model for relational course design founded in the philosophies of Emmanuel Levinas and Martin Buber. We examine an OBL course design focused on interfaith leadership and ethics that lends itself to the need for relational pedagogy. The focus on asymmetrical and symmetrical relationships that separate Levinas and Buber’s philosophies enable rich ways of designing relational pedagogies and for resisting the making orientation. By focusing on human relationships, we demonstrate design …


Popular Sovereignty And A Right To Know About The Government, David S. Ardia Jan 2025

Popular Sovereignty And A Right To Know About The Government, David S. Ardia

Faculty Publications

This Article argues that the U.S. Constitution implicitly contains a structural “right to know” about the government, rooted in the doctrine of popular sovereignty rather than the First Amendment. Democratic self‑government requires public access to governmental information; without it, the people cannot exercise informed consent or their sovereign authority. The Article critiques reliance on purely statutory transparency regimes such as FOIA, noting their fragility and susceptibility to political rollback. Through historical and structural analysis, it shows that the Framers viewed an informed citizenry as essential to maintaining checks and balances. The Article proposes three principles for operationalizing a constitutional right …


Best Practices For Cataloging Training, Melissa Brooks, Diana M. Simpson Jan 2025

Best Practices For Cataloging Training, Melissa Brooks, Diana M. Simpson

Faculty Publications

No abstract provided.


The Development Of A Rag-Based Artificial Intelligence Research Assistant (Aira), Hamid Vakilzadeh, David A. Wood Jan 2025

The Development Of A Rag-Based Artificial Intelligence Research Assistant (Aira), Hamid Vakilzadeh, David A. Wood

Faculty Publications

No abstract provided.


Browsing Within An Academic Library, Holt Zaugg, Jillian Bunderson Jan 2025

Browsing Within An Academic Library, Holt Zaugg, Jillian Bunderson

Faculty Publications

Purpose – Browsing library resources is a method long used by researchers to expand their understanding of ill-defined projects and to have serendipitous research discoveries. This study sought to understand the browsing activities of students in an academic library. Design/methodology/approach – The study used two methods. First, a link to an online survey was posted on posters throughout the library inviting students to share their browsing experience. Second, library security officers (student employees) were asked to count the number of people browsing within the stacks as they conducted their hourly walk-throughs of the library. Browsing was broadly defined as anyone …


Beyond Punitive Policy: Deadlines As Ethics-Based Professional Identity Development Opportunities, Eric Shannon Jan 2025

Beyond Punitive Policy: Deadlines As Ethics-Based Professional Identity Development Opportunities, Eric Shannon

Faculty Publications

(Excerpt)

Is the practice of imposing fixed deadlines for legal writing assignments a relic of the past?

This is the type of question I consider while trying to fall asleep at a reasonable hour on a Tuesday. I can’t help it: I spent thousands of hours working in law student affairs before transitioning to full-time faculty. I’ve seen the myriad struggles that students face while in law school—too many to count. I would regularly force myself to consider: Am I enforcing a policy that prioritizes student well-being and professional development? Or am I perpetuating a relic?



Ban Cookie Banners: A Case Study In Tech Regulation, Kate Klonick Jan 2025

Ban Cookie Banners: A Case Study In Tech Regulation, Kate Klonick

Faculty Publications

Few experiences on the modern internet are as universally reviled as the cookie banner. They clutter websites with pop-ups, interrupt user flow, make information harder to access, and demand repetitive, meaningless clicks. What was once heralded as a tool to advance individual autonomy and privacy has, in practice, become a daily annoyance that breeds cynicism with the very concept of consent itself. Cookie banners do not empower; they weary. They do not inform; they obscure. They do not prevent surveillance; they normalize it.

The tragedy of the cookie banner is that it embodies the best intentions but worst solutionism of …


The Whiteness Of Wealth & Black Student Loan Debt, Renee Nicole Allen Jan 2025

The Whiteness Of Wealth & Black Student Loan Debt, Renee Nicole Allen

Faculty Publications

On June 30, 2023, to the dismay of many anxious borrowers, the Supreme Court held that the Secretary of Education did not have the authority to cancel roughly $430 billion in federal student loan balances, thus blocking President Biden’s plan for student loan forgiveness. Despite authority delegated to the Secretary to waive or modify provisions of the Education Act to ensure low-to-middle income borrowers were not placed in a worse financial position because of the COVID-19 national emergency, the Court rejected the forgiveness plan and borrowers resumed payments in October 2023. Anti-Black racism in federal law and policy have contributed …


Queers, Closets, And Corporate Governance, Darren Rosenblum Jan 2025

Queers, Closets, And Corporate Governance, Darren Rosenblum

Faculty Publications

The past few years have seen several corporate diversity initiatives that include Lesbian, Gay, Bisexual, Transgender, Queer (LGBTQ+) people. In 2020, Nasdaq, the world’s second-largest stock exchange, and California, the largest state, both adopted rules to encourage board diversity for underrepresented groups, including LGBTQ+ people. Since that time, the Los Angeles Superior Court struck down California’s law, the Fifth Circuit invalidated Nasdaq’s rule, and the Trump administration initiated a slew of anti-Diversity Equity and Inclusion (DEI) and anti-LGBTQ+ measures. In the context of this sharp ideological turn, this Article attempts to step back and tackle a larger question: how can …


Getting The Reader To Say “Yes”: Applying Negotiation Principles From The Books Getting To Yes And Getting Past No To Achieve Effective And Persuasive Legal Writing, Patricia G. Montana Jan 2025

Getting The Reader To Say “Yes”: Applying Negotiation Principles From The Books Getting To Yes And Getting Past No To Achieve Effective And Persuasive Legal Writing, Patricia G. Montana

Faculty Publications

This Article explores the relationship between the strategies of principled negotiation and effective persuasive legal writing as articulated in the best-selling books, Getting to Yes and Getting Past No. Though there is substantial scholarship advocating adding a negotiation component to legal writing instruction, there is little scholarship addressing how to apply the concepts of principled negotiation to persuasive writing itself. In this Article, the Author explains the foundational concepts of principled negotiation and then shows how they relate and apply to drafting an effective piece of persuasive legal writing. Looking at written advocacy through a negotiation lens reinforces good …


Student Protests And “Fighting Words”: Critical Race Theory And The Evolution Of Hate Speech Codes On College Campuses, Mark C. Niles Jan 2025

Student Protests And “Fighting Words”: Critical Race Theory And The Evolution Of Hate Speech Codes On College Campuses, Mark C. Niles

Faculty Publications

Devastating Hamas attacks on Israeli civilians and military personnel in October 2023, and the Israeli military response to those attacks in Gaza, have given rise to protests around the world, notably on college campuses in the United States. These protests (on more than fifty campuses in all parts of the country) have in turn generated multiple allegations of antisemitic statements and conduct by protestors. Many high-profile university donors and board members, portions of the media, and some elected officials responded to these allegations by identifying perceived deficiencies in campus administrative responses to these complaints and to calls for more robust …


A Textbook Equity Student Advisory Board, Karlee Colby, Anne Marie H. Gruber Jan 2025

A Textbook Equity Student Advisory Board, Karlee Colby, Anne Marie H. Gruber

Faculty Publications

Engaging college students in advocacy related to open educational resources (OER) is an important way to raise awareness and encourage OER adoption on campuses in higher education. The student perspective is vital to encouraging instructors and administrators to be responsive to student needs, concerns, and preferences related to course materials access, and to consider affordability and usage rights. This case study describes the library-facilitated Textbook Equity Student Advisory Board at the University of Northern Iowa, a medium-sized regional comprehensive university. The board serves as a two-way communication outlet between textbook equity campus leaders and students, including student government. This article …


Ready Or Not, The Deadline Is Coming! Getting Onboard With Accessible Course Content, Karen Edwards, Lena Pinkston Jan 2025

Ready Or Not, The Deadline Is Coming! Getting Onboard With Accessible Course Content, Karen Edwards, Lena Pinkston

Faculty Publications

People with disabilities often have less engagement with and access to online resources (Lissitsa & Madar, 2018). Accordingly, the Department of Justice’s (DOJ) Final Rule (89 FR 31320, 2024) for Title II of the Americans with Disabilities Act of 1990 (ADA) requires many public educational institutions and others to comply with the Web Content Accessibility (WCAG) Guidelines Version 2.1 AA by April 24, 2026. Compliance officers and technology specialists across the country have been working to make sure institutional websites and apps meet the Guidelines. Despite spirited debate during the rulemaking process, the updated rule also requires instructional content within …


Harnessing Big Heterogeneous Data To Evaluate The Potential Impact Of Hiv Responses Among Key Populations In Sub-Saharan Africa: Protocol For The Boloka Data Repository Initiative, Refilwe Nancy Phaswana Mafuya, Edith Phalane, Amrita Rao, Kalai Willis, Katherine Rucinski, K. Alida Voet, Amal Abdulrahman, Claris Siyamayambo, Betty Sebati, Mohlago Seloka, Musa Jaiteh, Lerato Lucia Olifant, Katharine Journeay, Haley Sisel, Xiaoming Li Ph.D., Bankole Olatosi Ph.D., Neset Hikmet, Prashant Duhoon, Francois Wolmarans, Yegnanew A. Shiferaw, Lifutso Motsieloa, Mashudu Rampilo, Stefan Baral Jan 2025

Harnessing Big Heterogeneous Data To Evaluate The Potential Impact Of Hiv Responses Among Key Populations In Sub-Saharan Africa: Protocol For The Boloka Data Repository Initiative, Refilwe Nancy Phaswana Mafuya, Edith Phalane, Amrita Rao, Kalai Willis, Katherine Rucinski, K. Alida Voet, Amal Abdulrahman, Claris Siyamayambo, Betty Sebati, Mohlago Seloka, Musa Jaiteh, Lerato Lucia Olifant, Katharine Journeay, Haley Sisel, Xiaoming Li Ph.D., Bankole Olatosi Ph.D., Neset Hikmet, Prashant Duhoon, Francois Wolmarans, Yegnanew A. Shiferaw, Lifutso Motsieloa, Mashudu Rampilo, Stefan Baral

Faculty Publications

Background: In South Africa, there is no centralized HIV surveillance system where key populations (KPs) data, including gay men and other men who have sex with men, female sex workers, transgender persons, people who use drugs, and incarcerated persons, are stored in South Africa despite being on higher risk of HIV acquisition and transmission than the general population. Data on KPs are being collected on a smaller scale by numerous stakeholders and managed in silos. There exists an opportunity to harness a variety of data, such as empirical, contextual, observational, and programmatic data, for evaluating the potential impact of HIV …