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Articles 151 - 180 of 1299
Full-Text Articles in Technology and Innovation
Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski
Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski
Publications and Research
Low-lying deltas worldwide are extremely vulnerable to sea-level rise. As the risks of climate-induced flooding become increasingly clear, the thirst for infrastructure-driven adaptation increases. This highlights a patent need to understand the impacts of engineering adaptation solutions, especially those targeting built structures such as dykes and sluices, on farmers from a bottom-up, farmer-centred perspective. The study addresses this call by examining cases where dyke policies, while successful in some dimensions, have undermined small-scale farmer livelihoods in Ca Mau ― Vietnam’s southernmost rural province. It identifies areas in need of attention and adds empirical data related to this group of farmers. …
Confronting Indecision, Lane Allison Murray
Confronting Indecision, Lane Allison Murray
ENGS 15.11: Design and Education
This course aims to increase students' understanding of indecision and how to confront it. The class provides insight into how the fear of the unknown holds people back from making decisions and about understanding one's values as a means to combat indecision. Students and teachers alike explore instances of indecision and evaluate their own impulses & thought processes by reflecting on the deeper reasons for their choices. Students will increase their comfort level of asking themselves and their peers questions about the values that guide them and, in doing so, strengthen their relationships with themselves and others.
Effect Of The Development Of Social Networks On Expansion Of Social Entrepreneurship: Moderating Role Of Digital Technology Infrastructure And Social Norms, Mahdi Maskani, Reza Mohammadkazemi, Fargol Saberi Qomi
Effect Of The Development Of Social Networks On Expansion Of Social Entrepreneurship: Moderating Role Of Digital Technology Infrastructure And Social Norms, Mahdi Maskani, Reza Mohammadkazemi, Fargol Saberi Qomi
AMTP Proceedings 2025
In today's era, social networks, which are an effective tool in promoting ideas and innovations, have met with global acceptance and popularity. The communication that is formed between people in society through them can be the basis for ideas and opportunities for social entrepreneurship and voluntary social activities, and it is expected that this global platform will be the basis for the expansion of social entrepreneurship. The study aimed to examine the effect of the development of social networks on the expansion of social entrepreneurship by explaining the moderating role of digital technology infrastructure and social norms. The findings revealed …
Integrated Valuation Of The Ecological, Social And Economic Benefits Provided By A Multifunctional Nature-Based Solution, Laura Costadone, Shan Zhang
Integrated Valuation Of The Ecological, Social And Economic Benefits Provided By A Multifunctional Nature-Based Solution, Laura Costadone, Shan Zhang
ODU Articles
Nature-based Solutions (NbS) offer multifunctional approaches to address climate change and environmental challenges, providing a sustainable alternative to traditional gray infrastructure. Despite their promise, widespread adoption remains limited, in part due to an incomplete understanding of their full costs and benefits relative to conventional infrastructure. Traditional benefit–cost analyses often overlook non-monetized benefits and the interconnected ecosystem services provided by NbS. This study introduces a methodological approach to quantify both the physical and monetary value of ecosystem services and co-benefits delivered by an NbS project. We applied an integrated valuation framework to a case study in Virginia Beach, VA, USA, where …
Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah
Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah
Journal of International Technology and Information Management
This study examined the predictive ability of machine learning algorithms in identifying crises within African stock markets. The study employed seven distinct machine-learning models, analyzing historical stock prices from eight stock markets, three major sentiment indicators, and the exchange rates of local currencies against the US dollar, with each data spanning from May 1, 2007, to April 1, 2023. Extreme Gradient Boosting (XGBoost) emerged as the most effective algorithm for predicting crises. Historical stock prices and exchange rates were identified as the most critical features for prediction. On the sentiment side, investors’ perceptions of potential volatility on the S&P 500, …
Preventive Health Care Information Seeking Behaviors Among Baby Boomers In Taiwan, Alexander N. Chen, Michael J. Rubach, Tracy Suter, Hsin Ke Lu, Mark E. Mcmurtrey
Preventive Health Care Information Seeking Behaviors Among Baby Boomers In Taiwan, Alexander N. Chen, Michael J. Rubach, Tracy Suter, Hsin Ke Lu, Mark E. Mcmurtrey
Journal of International Technology and Information Management
Preventive health care is widely acknowledged as one of the most effective ways to reduce medical costs and enhance people's health. Preventive health care information (PHCI) is a crucial component. This study examines the PHCI-seeking behaviors of Taiwanese baby boomers. The study found some support for the idea that the preferred media used influenced the likelihood of Information seeking behavior. People with good health conditions were found to be more likely to seek PHCI, while people with greater health care needs sought out PHCI less frequently. The study examined social influences, which were found to be important. Three different types …
Pedagogy In The Age Of Ai: Exploring Generative Ai For Higher Education, Alison Munsch Phd
Pedagogy In The Age Of Ai: Exploring Generative Ai For Higher Education, Alison Munsch Phd
Journal of International Technology and Information Management
Generative Artificial Intelligence (AI) presents transformative opportunities for higher education, enabling personalized learning, enhanced student engagement, and efficient pedagogical practices. This tutorial-style article guides educators in integrating generative AI into their classrooms through hands-on activities, practical strategies, and reflective exercises. It explores the capabilities of AI tools such as ChatGPT, their applications across disciplines, and the ethical considerations for their use. By cultivating critical thinking and fostering student readiness for AI-driven futures, this article underscores the transformative potential of generative AI in higher education with an emphasis on the academic areas of business analytics, information systems, and computer science.
Surviving And Thriving In The Hybrid Cloud: A Review Of The Current Cloud Computing Landscape, Peter Munsch, Alison Munsch
Surviving And Thriving In The Hybrid Cloud: A Review Of The Current Cloud Computing Landscape, Peter Munsch, Alison Munsch
Journal of International Technology and Information Management
Background and Purpose
Both academic and industry institutions have increasingly migrated essential services to public cloud providers (e.g., Microsoft, AWS, Google) with mixed outcomes. Some industry leaders attempted to fully replace their on-premises data centers with public cloud services, a move not advised without thorough performance and cost analyses (Potel, 2023). Despite some organizations pulling back from the “Cloud First” strategy, the public cloud services market continued to grow, with revenue increasing by approximately 20% year-over-year since 2020 and surpassing half a trillion dollars in 2022 (IDC Worldwide Semiannual Public Cloud Services Tracker, 2H 2022). Cloud technologists suggested that hybrid …
Predicting Global Healthcare Supply Chain Delays: A Machine Learning Approach Leveraging Country-Level Logistics Metrics, Jeevan Sai Gali, Nima Molavi, Sepideh Alavi
Predicting Global Healthcare Supply Chain Delays: A Machine Learning Approach Leveraging Country-Level Logistics Metrics, Jeevan Sai Gali, Nima Molavi, Sepideh Alavi
Journal of International Technology and Information Management
In global healthcare logistics, ensuring the timely delivery of medical commodities is critical, particularly in low- and middle-income countries characterized by infrastructural limitations and operational uncertainties. This research introduces an advanced, data-driven predictive framework designed to forecast delivery delays by synthesizing granular, internal shipment-level data from the USAID Global Health Supply Chain Program (GHSC-PSM) with external country-level logistics capabilities indicators derived from the World Bank’s Logistics Performance Index (LPI). Rather than relying on retrospective trend analyses, this study employs machine learning algorithms such as Random Forest, XGBoost, Support Vector Machines (SVM), and Multi-Layer Perceptron (MLP) to detect …
Transformative Impact Of Ai And Digital Technologies On The Fintech Industry: A Comprehensive Review, Soudeh Pazouki, Behdad Jamshidi, Armia Jalali, Arya Tafreshi
Transformative Impact Of Ai And Digital Technologies On The Fintech Industry: A Comprehensive Review, Soudeh Pazouki, Behdad Jamshidi, Armia Jalali, Arya Tafreshi
Finance Faculty Publications
This paper examines the impact of artificial intelligence (AI) and digital technologies on the financial technology (FinTech) industry and demonstrates how AI- enabled strategies are increasing the ability of businesses not only to grow, but also to better serve their customers through operational efficiencies. But as immersive as the technological advancements may be, they present challenges in connection with increasingly complicated licensing regulations and a constantly evolving technological landscape. We examine the way AI and algorithms are streamlining workflows, enhancing productivity and expanding access to financial resources for traditionally under – served populations. The paper also discusses the macroeconomic implications …
Volume 7 (2024) Artificial Intelligence And Responsibility, Arwa Alnajashi, Danielle Derise, Philip L. Frana, David Mcgraw, Amanda Sawyer, Tatjana Titareva, Raafat Zaini, Allie Zombron
Volume 7 (2024) Artificial Intelligence And Responsibility, Arwa Alnajashi, Danielle Derise, Philip L. Frana, David Mcgraw, Amanda Sawyer, Tatjana Titareva, Raafat Zaini, Allie Zombron
International Journal on Responsibility
The seventh volume of the International Journal on Responsibility (IJR) arrives at a crucial moment in the evolution of artificial intelligence and its integration into our academic and social fabric. As we witness the rapid advancement and deployment of AI systems across various domains, this special issue examines the multifaceted dimensions of responsibility surrounding AI technology, with a particular focus on its role in higher education and broader societal implications.
The articles in this volume contribute to our understanding of responsibility through diverse lenses, from classroom implementation to ethical design considerations. Together, they fulfill IJR’s central mission of exploring “Who …
Computer-Mediated Communication And Artificial Intelligence Strategies In Arts Entrepreneurship, Anna Blake
Computer-Mediated Communication And Artificial Intelligence Strategies In Arts Entrepreneurship, Anna Blake
Journal of Arts Entrepreneurship Education
This study analyzes the potential of artificial intelligence (AI) using computer-mediated communication (CMC) theory to prospect areas for innovation in an emerging field that is rapidly becoming integrated within our everyday lives as well as in the marketplace. In order to demonstrate how arts entrepreneurs can effectively and ethically leverage AI technologies to communicate with their audiences and stakeholders, I examine as case studies the work of individual artists including Grimes. The CMC framework is used to examine art as a form of communication, illustrate how AI changes the nature of art, challenge the extant concepts of identity and intellectual …
Empowering Tech Professionals: Mentorship And Interview Preparation In The Face Of Industry Layoffs, Sakhi Aggrawal
Empowering Tech Professionals: Mentorship And Interview Preparation In The Face Of Industry Layoffs, Sakhi Aggrawal
Purdue Journal of Service-Learning and International Engagement
In recent years, the Information Technology (IT) industry has witnessed significant turmoil, marked by waves of mass layoffs that have left numerous skilled professionals grappling with job loss and uncertainty. The year 2023 alone saw over 250,000 tech workers in U.S.-based companies lose their livelihoods due to corporate restructuring, with renowned giants like Amazon, Alphabet, Microsoft, and Meta being forced to trim their workforce. This unsettling trend highligts a pressing need to support those affected and empower them to regain stability in their careers.
Against this backdrop, I, an experienced technical program manager and software engineer with a background at …
The Leadership Identity Presented On Linkedin, Carl L. Tolbert
The Leadership Identity Presented On Linkedin, Carl L. Tolbert
The Journal of Values-Based Leadership
LinkedIn has evolved in a way similar to other social media platforms but is unique in that it focuses on professional networking and careers. Many professionals seek to showcase their leadership skills and philosophies as part of a publicly showcased online persona. This paper aimed to examine the posts specific to leadership and thematically investigate presentation strategies, motivation, and purposes behind the posts. The paper begins with a historical review from the inception of LinkedIn through pivotal milestones in the history of the company. Key concepts from the literature are then reviewed specific to social media use and motivations behind …
Potential Impact Of Artificial Intelligence On Small And Medium Enterprises Innovation In The Eu: A Perspective From Poland, Malgorzata Wilczynska, Alina Walenia, Artur Dabek, Daniel Salabura, Halina Kot
Potential Impact Of Artificial Intelligence On Small And Medium Enterprises Innovation In The Eu: A Perspective From Poland, Malgorzata Wilczynska, Alina Walenia, Artur Dabek, Daniel Salabura, Halina Kot
Markets, Globalization & Development Review
The development of small and medium-sized enterprises is a complex process that requires the use of all approaches to achieve success. In this regard, finding opportunities to use artificial intelligence in such companies is of great importance. The study aims to assess how this technology affects the innovation and financial performance of small and medium-sized enterprises. To draw the main conclusions, the implementation of artificial intelligence at Polish enterprises, including in the context of their financial performance, namely the level of return on assets and the level of debt, was analysed. The study showed that the introduction of artificial intelligence …
Esg Ratings In The Mining Industry: Factors And Implications, Mahelet G. Fikru, Jennifer Brodmann, Lili Eng, J. Andrew Grant
Esg Ratings In The Mining Industry: Factors And Implications, Mahelet G. Fikru, Jennifer Brodmann, Lili Eng, J. Andrew Grant
Economics Faculty Research & Creative Works
While previous research explores the relationship between ESG ratings, firm size, and financial outcomes, there is a lack of comprehensive analysis comparing multiple ESG ratings within the mining industry. This gap is crucial given the increasing focus on ESG in mining operations and its potential impact on company performance. Based on proprietary financial and ESG ratings data from 200 mining companies, this study investigates the relationship between two different ESG ratings and firm characteristics. We compare ESG-rated firms with unrated firms in terms of firm size, and financial performance indicators, and explore country-level patterns in ESG ratings. Findings reveal that …
Extension Partnerships For Innovative Programming: A Community-Based Training On Artificial Intelligence For Workforce Development, Paul A. Hill, Lendel K. Narine, Jordan L. Rushton, Clint J. Reid
Extension Partnerships For Innovative Programming: A Community-Based Training On Artificial Intelligence For Workforce Development, Paul A. Hill, Lendel K. Narine, Jordan L. Rushton, Clint J. Reid
Journal of Human Sciences and Extension
The AI Training Series was Washington County, Utah’s first community education offering on the topic of generative AI (GenAI). The training provided community members with an overview of the capabilities and advantages of GenAI and assisted them in making informed technology adoption decisions. Utah State University Extension partnered with Dixie Technical College and Zonos, a software company, to evaluate the effectiveness of the learning experience based on anticipated outcomes. Results showed the training was effective for disseminating information and advancing knowledge on the topic of GenAI. However, students’ intentions to adopt AI were lower than expected due to perceived barriers …
Digital Footprint Management: Youth And Social Media On Protecting Your Online Identity And Reputation, Jorge Aguiar
Digital Footprint Management: Youth And Social Media On Protecting Your Online Identity And Reputation, Jorge Aguiar
Electronic Theses, Projects, and Dissertations
Fifty percent (50%) of youth between the ages of 8 and 17 have been discovered to use the internet and social media services on a daily basis. This (50%) also demonstrates the rising issues between digital footprints, cyberbullying, and cybercrime rates against these types of youth. It was discovered that youths, between the ages of 8 and 17 years old, are savvy with technology, based on gender, grade, and socioeconomic status, but also lack the awareness of their own digital footprint and how to manage it. Researchers have discovered that issuing cybersecurity awareness school lesson plans and parental controls may …
Data Security In The Apple Ecosystem: An Evaluation, Kayrene Woods
Data Security In The Apple Ecosystem: An Evaluation, Kayrene Woods
Cybersecurity Undergraduate Research Showcase
This study provides a comprehensive evaluation of data security within the Apple ecosystem, focusing on the company’s privacy policies, user perceptions, and the effectiveness of its App Store review processes. Employing an interdisciplinary methodology, the research examines Apple’s commitment to data protection, emphasizing transparency and user trust. A survey of user experiences revealed varying levels of engagement and understanding of Apple’s privacy practices, with only 32.8% of respondents having read the Privacy Policy and mixed opinions on its clarity. Additionally, concerns persist about third-party app security, with 39.7% of users expressing apprehension and skepticism about Apple’s App Store review process. …
Building Modern City And Urban Science, Guangtao Wang, Fen Li, Xiang Liu, Yufei Gao
Building Modern City And Urban Science, Guangtao Wang, Fen Li, Xiang Liu, Yufei Gao
Bulletin of Chinese Academy of Sciences (Chinese Version)
China is in a new stage of development of Chinese-style modernization, and the construction of modern cities plays a leading role in the process of modernization. Urban science is an important direction that urban researchers has been exploring, and the construction of modern cities needs the guidance of China’s urban science theory. On the basis of summarizing the basic characteristics of urban science, this study draws on the frontier progress of urban science both domestically and internationally, this study proposes definitions of China’s urban science, and constructs a theoretical framework with four dimensions, namely, ideological guidance, theoretical evidence-based approach, practical …
Residential Solar Power: An Interpretative Phenomenological Analysis Of The Consumer Decision Process Regarding Solar Adoption In The Low-Energy-Cost / Low-Solar-Exposure Pacific Northwest, Steven W. Schmidt
Doctor of Business Administration (DBA)
The energy-supply industry is faced with aggregate global energy demand growth associated with the simultaneous impact of worldwide increasing population and decreasing poverty (with its associated increased access to energy choices), thus, increasing both total and per capita world-wide energy usage. Concomitant with energy demand growth, though, there are widening and deepening concerns among many regarding the impact of energy-related pollution, which is accompanied by an associated, growing interest in clean, renewable sources of energy. In this milieu, solar energy has provided a rapidly growing supply of power solutions (though still a small overall proportion).
The intent for this doctoral …
Estimating Models For Engineering Costs On The State Highway Operation And Protection Program (Shopp) Portfolio Of Projects, Elhami Nasr, Tariq Shehab, Nigel Blampied, Vinit Kanani
Estimating Models For Engineering Costs On The State Highway Operation And Protection Program (Shopp) Portfolio Of Projects, Elhami Nasr, Tariq Shehab, Nigel Blampied, Vinit Kanani
Mineta Transportation Institute
The State Highway Operation and Protection Program (SHOPP) is crucial for maintaining California’s 15,000-mile state highway system, which includes projects like pavement rehabilitation, bridge repair, safety enhancements, and traffic management systems. Administered by Caltrans, SHOPP aims to preserve highway efficiency and safety, supporting economic growth and public safety. This research aimed to develop robust cost-estimating models to improve budgeting and financial planning, aiding Caltrans, the California Transportation Commission (CTC), and the Legislature. The research team collected and refined comprehensive data from Caltrans project expenditures from 1983 to 2021, ensuring a high-quality dataset. Subject matter experts validated the data, enhancing its …
Refereed Research - Religiosity And Sociality As Sources Of Resilience For Women Subsistence Entrepreneurs During The Pandemic, Rozina Akther
Refereed Research - Religiosity And Sociality As Sources Of Resilience For Women Subsistence Entrepreneurs During The Pandemic, Rozina Akther
Subsistence Marketplaces
This study examines challenges faced by subsistence women entrepreneurs during COVID-19, the crisis of 2020, and their resilience in addressing the circumstances. The results of qualitative interviews with 13 subsistence marketplace women entrepreneurs in Bangladesh are presented in this article. In the current study, two themes are found to best capture the experiences and resilience of women business owners in the subsistence marketplaces. Furthermore, the study provides important insights from informant interviews, showing how women business owners navigate their operations during a pandemic. It highlights attributes such as relational strength and faith in a higher power that contribute to their …
Research On The Construction Of Multi-Layer Vocation-Skill Network For Industrial Talent Demand Identification, Zhanlei Yao, Jinxuan Li, Xin Xu
Research On The Construction Of Multi-Layer Vocation-Skill Network For Industrial Talent Demand Identification, Zhanlei Yao, Jinxuan Li, Xin Xu
Journal of Scientific Information Research
[Purpose/ signficance]As an important tool for labor market observation,the relative robustness and other characteristics inherent in the traditional occupational classification system make it difficult to reflect changes in industrial talent demand in a timely manner. To solve this problem,this paper focuses on how to use digital means to map the relationship between occupations and skill requirements,and how to construct a multi-layer vocation-skill network and how to realize it. [Method/process]Firstly,design a set of cross-job descriptors,a common language for describing different jobs in Chinese context,in order to establish a vocation description framework for recruitment data development and utilization. Secondly,the Key technology of …
Technology Skill Building For Adults With Intellectual And/Or Developmental Disabilities, Heather J. Williamson, Hailee E. Riddle, Cynthia Sloan, Cameron Dogan, Byran Dai, Jon Meyers
Technology Skill Building For Adults With Intellectual And/Or Developmental Disabilities, Heather J. Williamson, Hailee E. Riddle, Cynthia Sloan, Cameron Dogan, Byran Dai, Jon Meyers
Developmental Disabilities Network Journal
Compared to their peers without disabilities, adults with intellectual and/or developmental disabilities are less likely to be employed. Adults with intellectual and/or developmental disabilities also face a digital divide, with less access to and use of technology in their daily lives. This lack of technology use also limits the types of employment available to adults with intellectual and/or developmental disabilities. The purpose of this paper is to describe the implementation of an individualized technology skill-building program for adults with intellectual and/or developmental disabilities in Arizona. The community-engaged project was overseen by a Community Advisory Board who provided insights on program …
China In Global Digital Trade Governance: Towards A Development-Oriented Agenda?, Yujia He, Ka Zeng
China In Global Digital Trade Governance: Towards A Development-Oriented Agenda?, Yujia He, Ka Zeng
Patterson School of Diplomacy and International Commerce Faculty Publications
Existing literature on the behaviour of rising powers in global trade governance has yielded inconclusive evidence about their role and impact. This article contributes to this literature by examining China's role in global digital trade governance, an issue area which so far has not received sufficient scholarly attention. Specifically, it addresses the following question: as a self-proclaimed leader of the developing world in digital development, to what extent do its preferences and negotiation approach align with the interests of other developing countries? Analysing China's participation in three sets of negotiations using process tracing, the article argues that China's dual identity …
Scla 521 Ai In Society, Bert Chapman
Scla 521 Ai In Society, Bert Chapman
Libraries Faculty and Staff Presentations
Provides access to information resources on societal impacts of artificial intelligence from multiple libraries databases covering multiple disciplines including government information resources.
Driving Green Investments To Address Climate Change, Baptiste Gibrat
Driving Green Investments To Address Climate Change, Baptiste Gibrat
Dartmouth College Master’s Theses
The climate crisis is no longer news, and society needs to accelerate the transition to net zero emissions. Otherwise, the consequences of climate change will become increasingly catastrophic.
This thesis develops a framework to drive green investments, which reduce society’s dependance on fossil fuels. Initially, the research provides a comprehensive examination of these investments, followed by an exploration of three strategies to enhance their adoption: leveraging financial instruments and capital markets, implementing regulatory frameworks, and harnessing the power of technologies. To integrate these elements within a comprehensive framework, the study employs market research, reviews relevant literature, and includes interviews with …
How To Read A Patent: A Survey Of The Textual Characteristics Of Patent Documents And Strategies For Comprehension, Graham Sherriff
How To Read A Patent: A Survey Of The Textual Characteristics Of Patent Documents And Strategies For Comprehension, Graham Sherriff
Journal of the Patent and Trademark Resource Center Association
Reading patents is an important activity for inventors and anyone seeking to file or defend a patent, as well as for “exploratory” researchers such as students in a range of disciplines. However, they are notoriously difficult to read. This paper examines the characteristics of patent documents that impair their readability and seeks to identify comprehension strategies and techniques that may alleviate this difficulty. Insights were gathered from a review of the scholarly literature on reading and patent literacy, a survey of patent educators affiliated with the US Patent and Trademark Office (USPTO)’s Patent and Trademark Research Center (PTRC) Program, and …
Addressing Transportation Equity For Local Populations Using Emerging Technologies, Marcus Peoples
Addressing Transportation Equity For Local Populations Using Emerging Technologies, Marcus Peoples
Theses & Dissertations
ADDRESSING TRANSPORTATION EQUITY FOR LOCAL POPULATIONS
USING EMERGING TECHNOLOGIES
By
Marcus Peoples Jr
This qualitative study examines the persistent issue of transportation inequity in the United States, focusing on its impact on marginalized and underserved populations. The study employs a generic qualitative inquiry from Social Justice Theory to investigate how senior public transportation decision-makers perceive and address institutional barriers, technological opportunities, and strategic improvements in transportation equity. The study underscores the pressing need to address the intricate interplay of socioeconomic conditions, racial and ethnic diversity, and varying levels of urbanization that contribute to transportation inequity. Historical and contemporary factors, such …