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Full-Text Articles in Urban Studies

The End Of Unmeasured Exploitation: How A.S.M., C.A.S., And S.I.A. Challenge Digital Attention Capitalism, Delante Clark Oct 2026

The End Of Unmeasured Exploitation: How A.S.M., C.A.S., And S.I.A. Challenge Digital Attention Capitalism, Delante Clark

Graduate Scholarship and Creative Works

Digital attention capitalism generates value through the capture and monetization of human attention, yet it has historically lacked standardized mechanisms for measuring attention-related harm. This paper argues that the Attention Safeguard Models (A.S.M.), Cognitive Attentional Standards (C.A.S.), and Sociological Impact Assessment (S.I.A.) collectively challenge this system by introducing an integrated framework for classifying, measuring, and evaluating digital attention harm and its societal consequences. C.A.S. provides standardized measurement of digital attention harm, A.S.M. identifies and classifies patterns of attentional disruption and manipulation, and S.I.A. evaluates broader impacts on institutions, communities, civic engagement, education, social cohesion, and inequality. Together, these systems transform …


Expanding The Cognitive Attentional Standards Platform Through Artificial Influence Assessment (Aia): Rationale, Development, And Measurement Design, Delante Clark Jun 2026

Expanding The Cognitive Attentional Standards Platform Through Artificial Influence Assessment (Aia): Rationale, Development, And Measurement Design, Delante Clark

Graduate Scholarship and Creative Works

Artificial intelligence is increasingly shaping how individuals access information, make decisions, and interact with digital environments. The Cognitive Attentional Standards Platform (C.A.S.) was developed to assess attention related harms, cognitive safety, digital autonomy, and platform influence across digital systems (Clark, 2026). However, the growth of generative AI, conversational agents, and algorithmic decision support technologies has introduced new forms of influence that may not be fully captured by existing assessment domains. This paper proposes the Artificial Influence Assessment (AIA) as an expansion of the C.A.S. framework designed to measure AI mediated influence on cognition, behavior, autonomy, and information processing. Drawing on …


Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark Jun 2026

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …


Degrees And Certificates Awarded To Native American Students In Nevada, 2010-2022, Devin Streuter, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr. Jun 2026

Degrees And Certificates Awarded To Native American Students In Nevada, 2010-2022, Devin Streuter, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet presents data on certificates and degrees awarded to Native Americans from the Nevada System of Higher Education’s (NSHE) teaching institutions —College of Southern Nevada (CSN), Great Basin College (GBC), Nevada State University (NSU), Truckee Meadows Community College (TMCC), University of Nevada, Las Vegas (UNLV), University of Nevada, Reno (UNR), and Western Nevada College (WNC)— from 2010 to 2022. Additionally, the fact sheet reports data on degree type, gender, and the most common majors pursued by Native American certificate and degree earners in Nevada. The data are derived from the Nevada P-20 Workforce Research (NPWR) Data System.


The New York City Fields Of Calcio Libero: Where Protagonists Activate Counter-Hegemony, Olivia Soderini Jun 2026

The New York City Fields Of Calcio Libero: Where Protagonists Activate Counter-Hegemony, Olivia Soderini

Dissertations, Theses, and Capstone Projects

Derivative from a deeply rooted calcio (“football”/ “soccer”) passion, with years of associated empiricism in diverse contexts, as well as from a profound intellectual interest in examining (im)migratory trends through interdisciplinary lenses, stems the development of this project’s topical focus and multi-dimensional argument. My calcio experiences, further combined with my interest in and knowledge of political and critical theory, served as the converged impetus of recognizing what already exists and is thriving: (im)migrant protagonism and counter-hegemony by way of New York City (“NYC”) calcio libero.[1] This project embarks on a creative autoethnographic and analytical journey to explore pickup’s …


Erosion And Accretion: Mobilities Of Sand, People, And Memory At Queer Riis Beach, Jah Elyse Sayers Jun 2026

Erosion And Accretion: Mobilities Of Sand, People, And Memory At Queer Riis Beach, Jah Elyse Sayers

Dissertations, Theses, and Capstone Projects

The People’s Beach at Jacob Riis Park on the Rockaway Peninsula of Queens, New York, is a vibrant place of queer and trans public-space placemaking—and especially Black and working class queer and trans placemaking. A distinct queer ecology emerges in the interplay of the dynamic movement of the barrier island, queer and trans—especially queer and trans Afro-diasporic—mobilities. This queer ecology, while articulated with, also defies and exceeds logics and workings of private property. In response to a convergence of pressures on Black, queer, trans, and working-class placemaking on the beach site in the 2020s, beachgoers have mobilized longstanding provisional socialities …


Urban Removal: The Long-Term Impacts Of The Displacement Of Denver’S Auraria Neighborhood, Sophia Krout, Reginald A. Byron May 2026

Urban Removal: The Long-Term Impacts Of The Displacement Of Denver’S Auraria Neighborhood, Sophia Krout, Reginald A. Byron

DU Undergraduate Research Journal Archive

In the early 1970s, the Auraria Center for Higher Education was developed, displacing a well-established Denver Latino neighborhood, which encompassed a 38-block district at the time, including 155 families, 49 single individuals, and 237 businesses, and clearing the way for the establishment of the Metropolitan State University of Denver, the University of Colorado Denver, and Denver Community College. The implementation of remedial measures for the displacement has fallen short of meeting the needs of displaced residents. The residents were promised affordable education through a program named the Displaced Aurarian Scholarship, which has similarly stated intentions of improving the educational attainment …


Hidden Systems, Samuel Choi May 2026

Hidden Systems, Samuel Choi

Masters Theses

Across buildings and cities, moisture is managed, concealed, and discharged through convoluted systems of containment. Still, water ultimately resists this framework. It reveals itself as leaks, puddles, condensation—moments typically understood as technical failure. Hidden Systems reframes these conditions as architectural knowledge, one that becomes evidence of water’s material capacity, limits of infrastructure, and a record of time.

NYC is constructed on, powered by, and profiting from water. Although it hosts a robust network, seepages disrupt control, allowing systems to be traced across scales. As pipes expand, contract, and freeze, the project unfolds seasonally, moving through water’s three states: solid, liquid, …


The Geography Of Race: A Spatial Analysis Of Free People Of Color In The City Of Charleston (1790-1861), Alexandra Ullman May 2026

The Geography Of Race: A Spatial Analysis Of Free People Of Color In The City Of Charleston (1790-1861), Alexandra Ullman

All Theses

In Charleston, South Carolina, for all but one year from 1790 to 1860, the enslaved and free Black population outnumbered that of the white. Through manumission, the process of an enslaved person gaining their freedom, the free Black population grew substantially and reached a peak in South Carolina during the nineteenth century. This large community of free people of color (FPOC), shifted the social climate by upsetting the balance of white power, thus increasing racial conflict, tension, and legislation that aimed to control the movement of FPOC.

Despite FPOC comprising a significant portion of the total population of Charleston, there …


Good Life Automobility: Cultural/Rhetorical Resistance And Persistence Of Us Car Hegemony, Trinity O. Thompson May 2026

Good Life Automobility: Cultural/Rhetorical Resistance And Persistence Of Us Car Hegemony, Trinity O. Thompson

Department of Communication Studies: Dissertations, Theses, and Student Research

This project takes the car as a historical signifier of a rhetorical racialization process that enables a hypermobile white, masculine, neoliberal identity that pervades conceptions of mobility in the West. I locate these overlapping social formations under a cultural logic of good life automobility (GLA) that positions cars, a quintessential form of private property, as a motivator for a contemporary “good life” citizenship identity that cultivates neoliberal subjectivities of free movement and market consumption in contempt of socialized and racialized public transit futures. The introduction chapter elaborates on the boundaries of GLA while also contextualizing the two analysis chapters through …


Towards Unbordered Worlds: Mutual Aid Amid Border Internalisation In New York City, Holly Maclean Feb 2026

Towards Unbordered Worlds: Mutual Aid Amid Border Internalisation In New York City, Holly Maclean

Dissertations, Theses, and Capstone Projects

This study explores the relationship between mutual aid and border regimes through the case of Tompkins Distro, a mutual aid group that organises a weekly food distribution in the East Village of New York City. It focuses specifically on two forms of border internalisation that have shaped the emergence and context of Tompkins Distro: welfare state bordering and interior border enforcement. Drawing on four months of participant observations, interviews with core organisers, and documentary analysis, the study examines how Tompkins Distro meets people’s needs each week through a framework of collective care that actively rejects border logics of deservingness and …


Counter-Urbanization In China: A Systematic Review Toward A Comprehensive Typology, Chengxue Yang, Qian Forrest Zhang Feb 2026

Counter-Urbanization In China: A Systematic Review Toward A Comprehensive Typology, Chengxue Yang, Qian Forrest Zhang

Research Collection School of Social Sciences

Drawing on a systematic review of both international and Chinese-language scholarship on counter-urbanization in China, this article proposes a comprehensive typology of counter-urbanization migrations—consisting of eight types of new migrants—based on the diverse motivations driving such migration. We build a bilingual corpus of 273 research papers published between the 1970s and 2025. Integrating bibliometric mapping and qualitative synthesis, we conduct a systematic review to trace the temporal evolution and thematic diversification of counter-urbanization research. The review reveals persistent conceptual ambiguity surrounding counter-urbanization in the Chinese context, which this study addresses by conceptually distinguishing counter-urbanization from suburban expansion, population decentralization, and …


Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin Feb 2026

Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin

Dissertations, Theses, and Capstone Projects

Gentrification—broadly, the replacement of a less powerful group by a more powerful one in an urban context—is oft-discussed in the popular press, but its definition is much-debated in the urban planning literature. Furthermore, academic treatments of displacement understandably focus on measurable yet fairly abstract indicators like changes in rent or income, whereas neighborhood change is often registered by residents on the ground using visual, but difficult-to-quantify markers like retail turnover. This project uses image recognition technology on a set of storefront photos to index the visual streetscape of a neighborhood, as well as to track changes to that portrait over …


Embedded Paradox : The Integration Of Internationalization And Localization In Sino-Foreign Cooperative Universities, Jiaxin Guo Dec 2025

Embedded Paradox : The Integration Of Internationalization And Localization In Sino-Foreign Cooperative Universities, Jiaxin Guo

Lingnan Theses (MPhil & PhD)

With the rapid development of Sino-foreign cooperative universities and their growing prominence in the Guangdong-Hong Kong-Macao Greater Bay Area (GBA), existing research has begun to focus on this niche sector. While prior studies have examined the tensions of global integration and local responsiveness in such institutions at a macro level, limited attention has been paid to students and faculty—the primary agents of educational practice. To address this gap, this study conducts fieldwork at CUHK-Shenzhen, a cross-border collaborative university in the GBA. This study adopted a qualitative research method and collected field data over six months, including teaching activities and campus …


The Cost Of Getting To “No”: Cultural Evolution Of Community Psychology In Two Indiana Communities, Catherine Cullen, Megan Peek Dec 2025

The Cost Of Getting To “No”: Cultural Evolution Of Community Psychology In Two Indiana Communities, Catherine Cullen, Megan Peek

The Journal of Purdue Undergraduate Research

No abstract provided.


The Other Side Of The Wall: A Study On The Impact Of Paternal Incarceration On African American Children, Chance M. Wideman Dec 2025

The Other Side Of The Wall: A Study On The Impact Of Paternal Incarceration On African American Children, Chance M. Wideman

Electronic Theses and Dissertations

This qualitative dissertation explores the long-term psychological, relational, and systemic impacts of paternal incarceration on adult children. Guided by Adverse Childhood Experiences (ACE) Theory, Attachment Theory, and Family Process Theory, this study examines two research questions:

(1) What types of childhood trauma are associated with paternal incarceration?

(2) How does the childhood trauma associated with paternal incarceration impact one in adulthood?

The study draws on three in-depth narrative interviews with adults who experienced paternal incarceration in childhood. These interviews, framed as dialogic and reflexive spaces, illuminate the deep and layered consequences of incarceration across the lifespan.

Five central findings emerged: …


The Social Side Of Aging In Place: Community, Belonging, And Cultural Fit, Michael Crespo Dec 2025

The Social Side Of Aging In Place: Community, Belonging, And Cultural Fit, Michael Crespo

University Honors Theses

Aging in place, or the capacity of older adults to remain in their homes and communities as they age has been a central tenet of the field of gerontology and the gerontological social policy area. Although access to physical facilities and service provision has been the main focus of traditional studies, contemporary experience demonstrates that social and cultural issues are equally important as determinants of the quality of life. This thesis discusses the influence of social networks, cultural congruence, and community belonging on the aging in place experience. The content of the study is based on the Ecological Model of …


Evaluating The Preparedness Of Local Zoning Regulations For Flood Risk Reduction In The Most Affected Local Jurisdictions In Nebraska, Md Asaduzzaman Noor Dec 2025

Evaluating The Preparedness Of Local Zoning Regulations For Flood Risk Reduction In The Most Affected Local Jurisdictions In Nebraska, Md Asaduzzaman Noor

Community and Regional Planning Program: Theses

Flooding has profound social, economic, and environmental impacts on local communities, and zoning plays a critical role in mitigating these risks. The 2019 Nebraska floods, among the most severe in the state’s history, highlighted the urgent need to strengthen local preparedness and mitigation strategies. This study assesses the extent to which local zoning regulations in Nebraska’s most affected jurisdiction, including rural areas, address flood risk reduction. A systematic review of 117 zoning ordinances from counties, cities, towns, and villages, we applied a structured analytical framework encompassing regulatory and permitting policies, voluntary and incentive-based measures, and nature-based solutions. The results show …


Rural County International Immigrant Population Growth In Nevada, 2020-2024, Yiselle Olivas Ruiz, Anirudh Polagani, Mohit Pande, Olivia K. Cheche, William E. Brown Jr. Nov 2025

Rural County International Immigrant Population Growth In Nevada, 2020-2024, Yiselle Olivas Ruiz, Anirudh Polagani, Mohit Pande, Olivia K. Cheche, William E. Brown Jr.

Demography

This fact sheet presents 2020-2024 data on international immigrant population growth across 17 Nevada counties.The Daily Yonder report, “International Immigrants Drive Rural Population Growth,” uses U.S. Census data to highlight international immigration patterns for all metropolitan and nonmetropolitan (rural) counties across the United States. This fact sheet highlights data on 13 nonmetropolitan counties in Nevada: Churchill, Douglas, Elko, Esmeralda, Eureka, Humboldt, Lander, Lincoln, Lyon, Mineral, Nye, Pershing, White Pine. This fact sheet also includes data on four metropolitan counties in Nevada: Carson City, Clark, Storey, and Washoe.


Latino Or Hispanic-Owned Businesses In The Mountain West, 2017-2022, Anthony Arroyo, Cason Noll, Caitlin J. Saladino, William E. Brown Jr. Oct 2025

Latino Or Hispanic-Owned Businesses In The Mountain West, 2017-2022, Anthony Arroyo, Cason Noll, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines the growth of Latino or Hispanic-owned businesses in the largest metropolitan areas in the Mountain West between 2017 and 2022. The data are derived from the Brookings Institution’s “Charting the surge in Latino or Hispanic-owned businesses in the US” report, which highlights data on Latino or Hispanic-owned businesses in metropolitan and micropolitan areas across all 50 U.S. states and the District of Columbia. This fact sheet focuses on data for the following metropolitan areas in the Mountain West: Phoenix-Mesa-Chandler, AZ; Denver-Aurora-Centennial, CO; Las Vegas-Henderson-North Las Vegas, NV; Albuquerque, NM; and Salt Lake City-Murray, UT.


Native American Tribes And Federal Grant Funding In The Mountain West, Fy2023-2025, Isabelle G. Graham, Maisoon Faris, Dre Boyd-Weatherly, Olivia K. Cheche, William E. Brown Jr. Oct 2025

Native American Tribes And Federal Grant Funding In The Mountain West, Fy2023-2025, Isabelle G. Graham, Maisoon Faris, Dre Boyd-Weatherly, Olivia K. Cheche, William E. Brown Jr.

Elections & Governance

This fact sheet presents state-level data on the impact of a federal government-wide funding freeze affecting Native American Tribes, focusing on the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The data are derived from the Brookings Institution’s “A federal grant freeze could disrupt over $24 billion to Native American communities and undermine US obligations to Tribes” brief, which reports data from USAspending. The original report provides data on the federal government’s obligations, outlays, and remaining balances owed to Native American Tribes for all 50 U.S. states and the District of Columbia.


Addressing Climate Vulnerability And Policy Gaps Of Heat Waves In Upper Egypt: The Case Study Of Al-A’Qaab Village In Aswan, Eman Abdullah Oct 2025

Addressing Climate Vulnerability And Policy Gaps Of Heat Waves In Upper Egypt: The Case Study Of Al-A’Qaab Village In Aswan, Eman Abdullah

Theses and Dissertations

Heatwaves are currently one of the most dangerous climate hazards globally. Egypt is experiencing an increase in the intensity and frequency of heatwaves, which affects health, economy, infrastructure, and the ecological system. Upper Egypt is one of the most vulnerable regions in Egypt to rising temperatures, particularly in Aswan Governorate. The risks of heat waves are increasing vulnerability among vulnerable groups, such as women and low-income individuals. However, there is a clear gap in protection policies against heat waves, along with a lack of studies examining the effects of heat waves on individuals in Aswan. Accordingly, this thesis aims to …


What Are The Limits To Smart Innovation? The Digital Underground Initiative And New Frontiers Of “Smartness” In Singapore, Prerona Das, Orlando Woods, Lily Kong Sep 2025

What Are The Limits To Smart Innovation? The Digital Underground Initiative And New Frontiers Of “Smartness” In Singapore, Prerona Das, Orlando Woods, Lily Kong

Research Collection College of Integrative Studies

This paper argues that the emergence of new frontiers of smart transformation, such as underground spaces, can pose significant challenges to the implementation of “smart” technological solutions. Exploring the case of Singapore’s Digital Underground initiative, we show that elements such as material complexity, co-ordination between stakeholders, and the availability of appropriate regulatory and administrative frameworks can problematize the implementation of subterranean smart initiatives. By considering multistake-holder perspectives on these “more-than-technological” factors, this paper offers lessons for urban planners, policymakers, and developers in cities around the world that are keen to leverage technology to unlock the potential of underground space.


The State Of The Unions 2025: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald Aug 2025

The State Of The Unions 2025: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald

Publications and Research

Organized labor has taken center stage in the 2020s, with workers leading successful organizing drives at Amazon, Starbucks, Apple, and across a range of industries from health care to higher education. Public approval of unions has reached its highest level in decades, and a new generation of workers is stepping forward as leaders in the movement. The State of the Unions 2025 provides the most comprehensive profile of organized labor in New York City, New York State, and the United States, highlighting where unions are growing, who is leading the charge, and how labor is shaping the future of work …


Coolness, Leisure, And Power : The Development Of Mokanshan Summer Resort In Modern China, 1890–1937, Xuyan Pan Aug 2025

Coolness, Leisure, And Power : The Development Of Mokanshan Summer Resort In Modern China, 1890–1937, Xuyan Pan

Lingnan Theses (MPhil & PhD)

The concept of "coolness" (清涼) embodied fundamentally different bodily and cultural experiences in Chinese and Western traditions. With the introduction of Western-style summer resorts by foreign missionaries in the 1890s, these divergent understandings converged and clashed in new spatial forms. This study examines Mokanshan (莫干山), located in Zhejiang province and recognized as one of the Republican era’s “Four Great Summer Retreats” (民國四大避暑地), as a paradigmatic case of transnational leisure. Initially developed by missionaries as a health-oriented retreat, a transnationally managed enclave, and a nostalgic “overseas home” for expatriates, Mokanshan reflected a hybrid model of modern leisure shaped by foreign institutions. …


Empowerment Through The Sisters Lifting As We Climb Network: Examining The Organization’S Impact On Black Women, Sharnay Hearn Davis Aug 2025

Empowerment Through The Sisters Lifting As We Climb Network: Examining The Organization’S Impact On Black Women, Sharnay Hearn Davis

Electronic Theses and Dissertations

This phenomenological case study examines the role of empowerment within the “Sisters Lifting as We Climb Network” through the experiences of Black women participants in Pittsburgh, Pennsylvania. Utilizing in-depth semi-structured interviews, the research investigates the organization's origins, evolution, and social support mechanisms that foster empowerment, as well as participants' experiences with programs and activities over the past nine years. Additionally, the study identifies areas for organizational improvement to further enhance participant empowerment.

The findings of this research support the empowerment theory framework by clarifying the preconditions, processes, and outcomes of empowerment within the Network, which fosters sisterhood and enhances participants' …


Homelessness Increases In The Mountain West, 2015-2024, Krish Sharma, Sydney Mitchell, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. Jul 2025

Homelessness Increases In The Mountain West, 2015-2024, Krish Sharma, Sydney Mitchell, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet presents data on homelessness increases in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah from 2015 to 2024. The data are derived from “Male homelessness in the United States,” a report by the American Institute for Boys and Men (AIBM). The original report includes data on the overall increase in homelessness in the United States from 2015 to 2024, as well as data on the increase in homelessness by gender.


Strategic Development Plan – San Pedro Dr. Main Street Corridor, Adrian N. Carver Jul 2025

Strategic Development Plan – San Pedro Dr. Main Street Corridor, Adrian N. Carver

Student Publications

The San Pedro MainStreet Strategic Development Plan is a place-based, community-driven roadmap for revitalizing the San Pedro Drive corridor in Albuquerque, New Mexico. The corridor sits at the intersection of historical significance and present-day opportunity—bridging the old and new alignments of Route 66 while serving a diverse, working-class population. Drawing from urban planning theory, spatial analysis, and community input, this plan identifies challenges and assets related to land use, infrastructure, business development, housing, and cultural identity. Special attention is given to past and ongoing patterns of racialized disinvestment and displacement, with strategies proposed to ensure equitable reinvestment and climate resilience. …


Defending The Golden Fleece: A Study Of Disruption And Resilience In The Movement To Defund Public Libraries In Louisiana, Ciel Lane Quebedeaux Jul 2025

Defending The Golden Fleece: A Study Of Disruption And Resilience In The Movement To Defund Public Libraries In Louisiana, Ciel Lane Quebedeaux

LSU New Orleans Theses and Dissertations

In this moment of societal change and institutional capture, public educational institutions have become sites of contention where national ideological and political debates are carried out in local school and library board meetings across the country. In Louisiana, the creation and expansion of a statewide conservative organization has led to the defunding of public libraries sparked by accusations of grooming and inappropriate programming. In response, local library defenders have created another statewide organization to share information and organizing strategies to combat disinformation campaigns propagated by conservative organizers at local and state levels. This qualitative study includes in-depth interviews with library …


Can Machine Learning Prevent Human Trafficking? Using Data And Technology To Tailor Policies And Programs Toward Vulnerable Populations In Your Community, Kristen Hubbell Jun 2025

Can Machine Learning Prevent Human Trafficking? Using Data And Technology To Tailor Policies And Programs Toward Vulnerable Populations In Your Community, Kristen Hubbell

SMU Human Trafficking Data Conference

This presentation will investigate how to use data and technology to prevent human trafficking in communities, before it starts. It will explore the opportunity to utilize a novel machine learning approach to identify local risk factors to guide collaborative, data-oriented prevention programs. Surprising findings from a case study will be shared that challenge existing assumptions on the key drivers of human trafficking.