Digital Commons Network^™

Towards The Next Generation Of Geospatial Artificial Intelligence, Gengchen Mai, Yiqun Xie, Xiaowei Jia, Ni Lao, Jinmeng Rao, Qing Zhu, Zeping Liu, Yao-Yi Chiang, Jiao, Junfeng

Research Collection College of Integrative Studies

Geospatial Artificial Intelligence (GeoAI), as the integration of geospatial studies and AI, has become one of the fastest-developing research directions in spatial data science and geography. This rapid change in the field calls for a deeper understanding of the recent developments and envision where the field is going in the near future. In this work, we provide a quantitative analysis of the GeoAI literature from the spatial, temporal, and semantic aspects. We briefly discuss the history of AI and GeoAI by highlighting some pioneering work. Then we discuss the current landscape of GeoAI by selecting five representative subdomains including remote …

Analysis Of Access And Egress Mode Choice To High-Speed Railway Stations, Jiaoe Wang, Yongling Li, Junfeng Jiao

Research Collection College of Integrative Studies

High-speed railway (HSR) has become a key mode for short- to medium-haul transportation intercity trips in China and has been regarded as a competitor to air transportation. While significant research has explored daily travel mode choices and access/egress modes for other intercity transport hubs, the factors influencing access and egress to HSR stations – particularly those related to the built environment – remain underexamined. This paper analyses access/egress mode choices for intercity travel along the Beijing-Shanghai HSR corridor using 2015 survey data. The findings show that, during the access stage, the number of bus stations at HSR stations reduces car …

Extended State Infrastructure Power In An Age Of Networked Competition: The Cases Of Thailand And Taiwan, Sol Andrew Stokols, Justin Kollar

Research Collection College of Integrative Studies

Scholars have highlighted the emergence of infrastructure as a key domain in the struggle over network centrality in what some call the ‘Second Cold War’ between the U.S. and China. We qualify this ‘infrastructural turn’ by drawing attention to the contingent nature of state infrastructural power as depending on key domestic firms that often serve as intermediaries between domestic infrastructure and global supply chains or international partners. Utilising empirical case studies based on field research conducted between 2021 and 2023 in Thailand and Taiwan, we analyse the ways in which state infrastructure power is exercised through strategic negotiation between national …

Gamification For Air Quality Education: A Systematic Literature Review, Abdollah Baghaei Daemei, Ruggiero Lovreglio, Zhenan Feng, Daniel Paes, Clayton Miller

Research Collection College of Integrative Studies

Air quality is crucial to our health and well-being, as poor air quality can lead to serious health problems such as asthma, allergies, and other respiratory conditions. Educating people about air quality is key to improving awareness and taking action to reduce its negative effects. Gamification offers a creative and engaging way to deliver educational content by incorporating game elements into the learning experience. However, despite its potential, there has been no review of how gamification has been used for air quality education. Thus, this review aims to fill that gap by systematically examining how gamification is applied to air …

Orchestra Librarians’ Responses In The Time Of Covid-19: A Qualitative Study Of Symphony Orchestra Librarians Around The Globe, Patrick Lo, Hermina G.B. Anghelescu

School of Information Sciences Faculty Research Publications

The COVID-19 crisis has disrupted the performing arts ecosystem worldwide, with an even more severe impact on classical orchestras. This study examines how 19 seasoned, established orchestra librarians and their parent organizations worldwide experienced and responded to the COVID-19 pandemic. The study examines similarities and differences in their professional practices and experiences of coping with pandemic-related disruptions. The study sheds new light on how orchestra librarians' practices changed, along with their resilience, adaptability, sense of self-worth, and career fulfilment during COVID-19,in the context that none were furloughed or made redundant. The paper also discusses the impact of pandemic restrictions on …

The Impact Of Vacations On Urban Women's Well-Being From The Perspective Of Feminist Urbanism, Jie Gao, Deborah Kerstetter, Tianfu Wang

Faculty Research, Scholarly, and Creative Activity

Vacations are known to foster well-being outcomes, yet few researchers have accounted for the influence of individual attributes such as gender, residential setting, or cultural context. As a result, there is a noticeable gap in the well-being literature concerning well-being outcomes for female travelers whose subjectivities have been shaped in as well as by their residential environment (urban) and culture. Using qualitative inquiry informed by the feminist urbanism perspective, this study uncovered urban Chinese women's cognitive representations of well-being outcomes from vacations. Findings revealed that vacations provide liberation from cultural constraints, boosting of social bonds and relationship building, enabling reflection …

Approaches To Post-Tsunami Coastal Reconstruction: Comparisons Across Indonesia, Thailand, And Japan, Alison Raby, A Pomonis, Anawat Suppasri, Keith Adams, Nurullah Açikgoz, Marco Baiguera, Yunita Idris, Panon Latcharote, Francesca Marafini, David Mcgovern, Ella Meilianda, Harsh Mistry, Sukiman Nurdin, Eyitayo Opabola, Teraphan Ornthammarath, Nattapon Trumikaborworn, Tiziana Rossetto

School of Engineering, Computing and Mathematics

Natural hazards pose significant challenges to affected communities worldwide, yet there remains a lack of comprehensive studies comparing recovery efforts across different countries and cultures. This study addresses the gap by investigating the impact of three devastating tsunami events on four distinct locations: Banda Aceh (Sumatra, Indonesia) and Southern Thailand, both affected by the 2004 Indian Ocean Tsunami, the 20th anniversary of which provided the initial motivation for the study; the Tohoku region of Japan, affected by the 2011 Great East Japan Earthquake and Tsunami; and Palu Bay (Sulawesi, Indonesia) affected by the Palu-Central Sulawesi Earthquake and consequent triple disaster. …

Toward A Critical Pedagogy Of Assessment Integrating Social Studies Education: The Proposed Socio-Critical Assessment Integration Framework (Scaif), Caroline O. Alordiah, Regina Arisi

Journal of Research Initiatives

The Socio-Critical Assessment Integration Framework (SCAIF) and its consequences for social studies education are examined in this study. The results emphasize the advantages of developing inclusive learning environments, encouraging comprehensive evaluation procedures, encouraging applicability to the real world, and giving students agency by allowing participation in the evaluation process actively. Teachers can promote social justice, question prevailing narratives, and foster critical discourse in the classroom using a critical pedagogy lens. Student learning outcomes are improved by authentic assessment activities that reflect real-world problems and demand that students use their knowledge in meaningful ways. Inclusive learning settings respect student diversity, encourage …

Spatiotemporal Deep Learning For Land Cover And Impervious Surface Mapping With Satellite Imagery, Rylie Fleckenstein

Masters Theses & Doctoral Dissertations

This research explores the dynamics of land cover classification using remote sensing time series data, emphasizing the need for efficient monitoring and resource management on Earth’s surface. With advancements in computational power and analytical methods, deep learning techniques, including Convolutional Neural Networks (CNNs) and Transformer neural networks, have emerged as state-of-the-art approaches for automating and operationalizing land cover classification at regional and global scales. This study introduces two distinct methodologies for land cover time series classification: Spatial Recognition and Temporal Alignment (SpaRTA) and Land Cover Artificial Mapping System (LCAMS). SpaRTA employs a U-Net architecture coupled with a Transformer encoder for …

Quantifying Educational Impacts Under The Nypd's Stop-And-Frisk Era, Matthew T. Stanton

Dissertations, Theses, and Capstone Projects

This project examines the educational and economic impacts of the New York Police Department's "Stop, Question, and Frisk" (SQF) program, implemented predominantly under "Operation Impact" from 2003 to 2022. Using data from the NYPD and the American Community Survey, the study explores correlations between high rates of stop-and-frisk encounters and reduced educational attainment among targeted demographics, primarily Black and Hispanic young men. It contextualizes the socioeconomic consequences of SQF policies, including their effect on lifetime earnings and community trust. The project highlights the limitations of data correlation, advocates for further longitudinal and qualitative studies, and suggests frameworks for mitigating inequities …

Decades Of Division: Analyzing Hate Crimes In The Usa (1991–2022), Sangeeth Sajan Baby

Dissertations, Theses, and Capstone Projects

This project comprehensively analyses hate crime data in the United States, leveraging advanced data analysis and visualization techniques to unmask patterns and insights. By utilizing datasets of criminal offenses reported by law enforcement agencies such as the FBI, this study explores the dynamics of hate crimes across racial, religious, gender, and sexual orientation groups. The analysis reveals key findings, including the disproportionate targeting of African Americans and LGBTQ+ individuals, the prevalence of hate crimes in specific locations like residences and educational institutions, and the consistent patterns of attack types and locations across different racial groups. Analysis of crime data over …

Mad At The System: The Mental Health Act Uk: Power And Control Of Racialized Women, Maithreyi Rajeshkumar

Dissertations, Theses, and Capstone Projects

Whilst experiences of madness are multiple, fluid and multi-dimensional across spiritual and collective dimensions globally, the categorization and regulation of ‘madness’ have direct foundations in European colonial-capitalist-patriarchal frameworks, policies and systems. This work focuses on the institutions and structures of power, turning UK legislation and those who are trying to reform or change it, into objects of study. A particular piece of United Kingdom legislation is the primary case study for this work – the Mental Health Act 1983 which covers the rights, assessment and treatment of people diagnosed with a ‘mental disorder’. Women, who are detained under this Act …

What Tackles Vehicle Ghg Emissions In California: Regional Plan Adoption Or Local Leadership?, Ahoura Zandiatashbar, Serena Alexander, Branka Tatarevic

Faculty Research, Scholarly, and Creative Activity

The California Senate Bill No. 375 (SB 375) serves as a model policy for reducing greenhouse gas (GHG) emissions by integrating transportation and land-use planning through regional and local policies. The 18 California Metropolitan Planning Organizations (MPOs) are tasked with developing Sustainable Communities Strategies (SCS) to guide emissions reductions, often implemented locally through Climate Action Plans (CAPs). However, CAPs are voluntary, and misalignment with SCS objectives can undermine their effectiveness. This study examined 25 California cities using content analysis and regression modeling to explore whether independent local actions, supported by community engagement, activist strategies, and leadership, are more effective than …

Peacebuilding At The San Diego-Tijuana Border: A Ground Level View, Rebeca Cazares-Adame Md, Mph, Andrew Blum Phd

Kroc IPJ Research and Resources

This brief complements the work of researchers like Kleinfeld and Blattman by seeking to understand in a more inductive way the work of peacebuilders on the ground in Tijuana, a city experiencing systemic, chronic violence. Based on survey research and interviews conducted with those peacebuilders, the brief identifies insights that can help inform a peacebuilding field that includes and integrates work in conflict zones and non-conflict zones experiencing widespread violence. Developing this more integrated approach is particularly important at the moment as we move into President Trump’s second term and begin to see the impacts of his administration in the …

Risk Factors For Peripheral Artery Disease-Related Amputations Among Black Americans, Darnell L. Blake

Walden Dissertations and Doctoral Studies

Evidence suggests that Black Americans (BAs) are at a significantly higher risk of peripheral artery disease (PAD)-related amputations. This study aimed to examine risk factors for non-traumatic lower extremity amputation (NTLEA) among BAs with PAD addressing a significant knowledge gap regarding racial disparities in PAD outcomes. Grounded in Bandura's social cognitive theory, which posits the interplay among personal factors, environmental influences, and behavior, this study examines how age, gender, income, and comorbidities like cardiovascular disease, kidney disease, and diabetes influence NTLEA across various insurance types (private, Medicaid, Medicare, self-pay). This quantitative cross-sectional study used the 2020 National Inpatient Sample, 1% …

Toward An Economic Fair Housing Act, Nat Jordan

Michigan Law Review

This Note evaluates the prospect of an “Economic Fair Housing Act” through the framework of antidiscrimination law. The proposed bill—a brainchild of housing expert Richard Kahlenberg—would amend the Fair Housing Act to make economic status a protected class alongside race, national origin, religion, sex, and disability. Currently, fair housing lawsuits against local governments rarely succeed. Plaintiffs must present resounding statistical evidence of blatant racial disparities directly caused by exclusionary policies. Simultaneously, many local governments deter homebuilding through restrictive zoning ordinances that prevent lower-income people from moving in.

An Economic Fair Housing Act (EFHA) could help address these twin shortcomings of …

Trajectories Of Supportive Care Needs For People Who Travel To Receive Cancer Treatment: A Longitudinal Study In Australia, Susannah K. Ayre, Elizabeth A. Johnston, Michael Ireland, Sonja March, Jeff Dunn, Suzanne Chambers, Belinda C. Goodwin

Research outputs 2022 to 2026

Objective: To describe trajectories of change in unmet supportive care needs over a two-year period among people diagnosed with cancer and assess whether these trajectories vary as a function of sociodemographic and clinical characteristics. Methods: This analysis used data from a longitudinal study of people in Queensland, Australia who travelled largely from regional and remote areas to metropolitan centres to receive cancer care (N = 784). Supportive care needs were measured at baseline, then at 3-, 12-, and 24-month post-baseline across five domains (‘psychological’, ‘physical and daily living’, ‘health systems and information’, ‘patient care and support’, ‘sexuality’) using the Supportive …

Revisiting Reasonable Cybersecurity, Jeffrey L. Vagle

Cardozo Law Review

Prospective theories of cybersecurity liability have traveled over some well-worn paths over the past three decades, resulting in some successes, but also in at least as many cul-de-sacs and dead ends. Part of this problem can be found in the difficulty and complexity of the subject itself. Courts, legislators, and regulators all face comprehension difficulties when they attempt to fit our existing legal system around cybersecurity, often resulting in half-measures and generalized solutions that are challenging to apply to the widely different technical details behind each case. And in the background, we have a general reluctance to create legal regimes …

A Living Feminist Postdevelopmental Lexicon For Early Education, Mindy Blaise, Veronica Pacini-Ketchabaw

Research outputs 2022 to 2026

Expanding the important body of work that addresses child development’s limitations and responding to the ecological crisis that threatens the future of life on Earth, this article proposes a living feminist postdevelopmental lexicon. The lexicon introduces 26 concepts that together challenge the theory/practice divide, disrupt Cartesian modes of subjectivity, reorient taken-for-granted ideas as problematic in early education, open up early education to inquiries that respond to the political and ethical questions of our milieu, and generate conditions for creative, inventive, thoughtful, and ethical projects. The paper invites readers to engage with and creatively add to the lexicon, making it an …

Destabilizing The Nuyorican: Rivera’S Women And Nuyorican Cinema, Judith R. Escalona

Dissertations, Theses, and Capstone Projects

Rivera’s Women, the Capstone, is a TV segment I produced for the CUNY-TV show Latinas that first aired June 27, 2023 (Pride). It grew out of an hour-long interview I conducted with playwright and screenwriter José Rivera as part of my research on Nuyorican Cinema, the films of the Puerto Rican Diaspora.

An unknown part of U.S. independent cinema, these diasporic films destabilize the way independent films continue to be categorized through gender, race, ethnicity, and language. Using the Capstone as a guide, I examine two of Rivera’s recent screen works that situate him within Nuyorican Cinema because of his …

My Wings Are Not Broken: Black Males, Carcerality, And Education, Crystal M. Welch-Scott

Dissertations, Theses, and Capstone Projects

Historically, educational spaces have been sites of racialized inequality for Black youth, creating disparate educational outcomes. The disproportionate divide between young Black and White men continues throughout the life of their academic journey, and this research seeks to examine its impact on dropping out of school. The experience of Black young men being “othered” – compared to their White counterparts – coupled with the myriad ways Black youth must navigate normalcy creates additional challenges they must carry. This dissertation employs critical race theory and ecological systems theory as theoretical frameworks. It utilizes hierarchical regression modeling of the High School Longitudinal …

A Benjaminian Rumination Of Grasses And Tomatoes In Contemporary Anatolian Film, Ceren Izci

Dissertations, Theses, and Capstone Projects

This thesis interprets the intersection of history, ecology, and politics through two contemporary Anatolian films: Nuri Bilge Ceylan’s About Dry Grasses and Murat Fıratoğlu’s One of These Days When Hemme Dies. We focus on the films’ portrayal of social relations and relationships to other living beings through interpreting the temporal layers and historical tensions present in the plots of the films. We introduce the paper by pondering over the question of whether these films are political. Drawing on Walter Benjamin’s concepts of “first nature” and “second nature”, the first chapter introduces the philosophical framework for understanding the connection between …

Comprehensive Data-Driven Analysis Of Nyc Real Estate Transactions: Insights Into Pricing Dynamics, Neighborhood Evolution, And Socioeconomic Influences, Ruiming Xu

Dissertations, Theses, and Capstone Projects

This project provides a comprehensive analysis of New York City’s real estate market, focusing on its historical evolution, shifting demographics, and the significant impact of the COVID-19 pandemic on housing trends. Utilizing data from trusted sources like Zillow, the NYC Department of Finance, and the U.S. Census Bureau, the study investigates how property values have changed over time, highlights neighborhoods undergoing notable transformations, and identifies the economic, cultural, and social factors driving these changes. The research aims to reveal the complex forces shaping the market while offering insights into its future direction and the reasons behind current trends. A key …

The Perspectives Of Play Advocates On Children’S Unstructured Play In Turkey, Bengi Sullu

Dissertations, Theses, and Capstone Projects

The Convention on the Rights of the Child has established children’s rights to non- discrimination, development, participation and the observance of their best interests. With this recognition, there has been a growing global interest in acknowledging play as a right. Yet unstructured play, in which children can choose when, where and how to play, with control over their play, has not received the same attention, support and investment as organized, structured play (UNCRC General Comment 17, 2013). The way adults perceive and support play shapes the play opportunities that are available to children (Bianquin, 2018; Göl-Güven, 2017). Additionally, institutions and …

Synchronizing Work And Teaching Practices With The Spatial Dna Of Distributed Work And Learning, Manju Aishwarya Adikesavan

Dissertations, Theses, and Capstone Projects

Phygitality, the seamless and synergistic integration of physical and digital realms, is an indispensable and irrevocable part of contemporary office-based work. Phygitality facilitates spatially and temporally distributed or multi-local working where employees work from diverse locations such as their home, office, and third places at any time of day or night. It also makes nonterritorial working at temporary workspaces accessed on a session-by-session basis possible.

This dissertation examines how phygital, multi-local, and nonterritorial working reshape individual and group work behaviors, organizational spatial practices, work-centric settings, non-work-centric settings, neighborhoods, cities, and regions. The Spatial DNA of Distributed Work encapsulates a conceptual …

3bb: Loss And Remembrance In The Anthropocene, Amanda J. Woolsey

Dissertations, Theses, and Capstone Projects

Undisputedly, we are living in a time of tremendous and unprecedented ecological loss. Various forms of life on earth are disappearing at a rate unheard of in human history, with a growing amount of evidence suggesting that we are in a period of mass biodiversity loss and extinction. This extinction event is marked by a series of environmental catastrophes that vary in acceleration, intensity, and impact, such as climate-change driven weather events wiping out an endemic island species, to habitat loss and fragmentation leading to the slow death of a once-common species. One such piece of supporting evidence is Rosenberg …

The Evolution Of The Electrical Market: A Texas Journey, David A. Sastre Perez

Dissertations, Theses, and Capstone Projects

The journey of electricity, transitioning from a scientific marvel to an indispensable service, has profoundly shaped our society. In the landscape of the United States, the power market of Texas stands out as a unique case study and offers us a peek into a future where renewables are not only possible but integral in the energy mix. Through a series of interactive data visualizations, this project aims to expose the rapid surge in renewables and their current state. This analysis will reveal some of the selective pressures that will determine the evolution of the electrical market in Texas and the …

Incidence And Survival Of Children And Adolescents With Wilms Tumor, United States, 2001-2020, Andres F Espinoza, Ekene Onwuka, David A Siegel, Shifan Dai, Sanjeev A Vasudevan, Michael E Scheurer, Philip J Lupo

Center for Medical Ethics and Health Policy Staff Publications

Background: Wilms tumor (WT) is the most common pediatric malignancy of the kidney. Past studies describing WT incidence and survival used surveillance data with < 30% of the US population. We evaluated differences in WT incidence and survival comparing demographic groups and tumor characteristics.

Methods: We analyzed new cases of WT among patients aged < 20 years at diagnosis by using incidence data from US Cancer Statistics (USCS) for 2003-2020 and 5-year relative survival (RS) data from the National Program of Cancer Registries (NPCR) for 2001-2019. To assess incidence trends, average annual percent change (AAPC) was calculated by using joinpoint regression. Relative survival (RS) and all-cause survival were calculated overall and by demographic and clinical variables.

Results: During 2003-2020, 8218 cases of WT were reported in USCS, which represented an age-adjusted incidence rate of 5.7 cases per million. Rates were the highest among females (6.3), children aged 0-4 years (17.2), and non-Hispanic Black patients (7.1). Overall, trends remained stable (AAPC = -0.4, 95% CI: -1.4 to 0.4). Among 7567 cases of WT in NPCR, 5-year RS was 92.6%. Patients with the lowest …

Healthcare Costs In The United States By Demographic Characteristics And Comorbidity Status, Naomi N Adjei, Allen Haas, Charlotte C Sun, Hui Zhao, Paul G Yeh, Sharon H Giordano, Iakovos Toumazis, Larissa A Meyer

Faculty, Staff and Student Publications

Objectives: Current, real-world healthcare cost information is needed to project future expenditures and inform policy. We estimated the healthcare costs for adults in 2019 in the United States by age, sex, race/ethnicity, geographic region, and comorbidity.

Methods: We aggregated and summarized the healthcare costs in 2021 US dollars using claims data derived from Optum's deidentified Clinformatics® Data Mart Database, which includes inpatient, outpatient, and prescription claims for commercial and Medicare Advantage beneficiaries nationwide.

Results: A total of 9 227 901 adults were included in the analysis. The largest group represented was 71 to 75 years old (13%), female (53%), White …

Rezilient3: Randomized Phase Iii Study Of First-Line Zipalertinib Plus Chemotherapy In Patients With Egfr Exon 20 Insertion-Mutated Nsclc, John V Heymach, Helena A Yu, Benjamin Besse, Ying Cheng, Daniel Sw Tan, Li Wei, Volker Wacheck, Makoto Nishio

Faculty, Staff and Student Publications

There remains a significant unmet need for effective and tolerable treatments for patients with non-small cell lung cancer (NSCLC) harboring epidermal growth factor receptor (