Digital Commons Network^™

Rethinking Road Racing Standards: Comparing New York Road Runners Race Results To Running Industry Standards, Jennie Coughlin

Dissertations, Theses, and Capstone Projects

Running has undergone a third boom in participation since 2020, driven largely by people seeking fitness options that were outside and socially distanced during the COVID-19 pandemic. Social media has also allowed runners from groups that did not traditionally participate to find community. As the road racing population has expanded to include more people, some road racing industry standards have not kept up. This project assesses what the road racing community looks like and measures industry standards against the community of participants to see what changes in those standards would be needed to make them inclusive for all participants.

To …

Building Wellbeing Through Nature And Adventure For Justice-Involved Youth, Lewis Kogan, Meagan Ricks, Janna Coulter, Miranda Margetts, Lori Butterfield, Ben Ukoh-Eke

Outcomes and Impact Quarterly

Justice-involved youth often experience elevated levels of stress, mental health challenges, and reduced access to positive developmental opportunities. A nature- and adventure-based youth development program designed to strengthen resilience, self-efficacy, nature-connectedness, and well-being among justice-involved youth was piloted in 2025 to address these challenges. Pilot findings indicated improvements in resilience, self-efficacy, hopefulness, and connectedness to nature.

The Unintended Consequences Of Metaphors On Navigating Careers In The U.S.: Focus On International Students And Women Of Color, Yeongbin (Ellen) Jeon

Proceedings of the New York State Communication Association

This paper examines how workplace metaphors such as the glass ceiling, sticky floor, maternal wall, and motherhood/fatherhood penalty continue to illuminate structural inequality in the contemporary U.S. labor market. Focusing on the experiences of international students and women of color, it argues that these metaphors are not merely symbolic descriptions but practical frameworks for understanding how race, gender, immigration status, and caregiving expectations shape unequal career outcomes. Drawing on class readings, policy analysis, and personal experience, the paper shows how visa-based hiring restrictions, limited parental leave protections, and racialized gender stereotypes constrain access to employment, advancement, and leadership. It further …

The Instability And Unsustainability Of Our Planned, Or Imagined Media Future, Thom Gencarelli

Proceedings of the New York State Communication Association

In the face of the growth and planned growth of industrial developments in artificial intelligence, embodied AI, immersive media/virtual reality, and the fintech industry and cryptocurrencies – and the energy requirements for each of these and all of them together – this paper examines the question of whether the plans for growth and future development in these areas is probable, possible, problematic, or impossible.  Additionally, the examination is situated atop both state-based and criminal threats to use the Internet and mobile Internet to wreak havoc and instability.

Neural Symphony Of Flow Experience: Evidence For High-Dimensional Metastable Dynamics, Abdelrahman B. M. Eldaly, Kris Zhangguang Kang, Fiona Fui-Hoon Nah, Leanne Lai-Hang Chan, Keng Siau, Xiao Fan Liu, Richard Huskey, Langtao Chen, Tejaswini Yelamanchili, Rene Weber

Research Collection School Of Computing and Information Systems

Flow, an optimal experience characterized by deep immersion and engagement in an activity, has been extensively studied in behavioral research. However, its neural dynamic mechanism remains poorly understood. In a within-subject video gaming experiment, we captured neural activity underlying flow, boredom, and anxiety using a 64-channel electroencephalogram (EEG) system. Compared to boredom and anxiety, flow exhibits the highest global functional connectivity, metastability, and dimensionality of dynamic functional connectivity patterns, suggesting that flow is a highly adaptable process that is supported by high-dimensional neural dynamics. Unlike previous studies that focused on identifying static or localized brain activity, we examine the neural …

Inflation-Differential Rule Versus (De Facto Soft-Peg) Discretion: Exchange-Rate Management Approach In Developing Economies, Behnam Ebrahimi, Mohammad Vaez Barzani Dr.

Bulletin of Monetary Economics and Banking

Many developing and emerging economies officially report a managed floating exchange-rate regime tailored with a fundamental exchange rate management approach, while in practice operating a de facto soft peg, characterized by discretionary, near-constant exchange-rate depreciation aimed at dampening inflation expectations. This discretionary approach—often justified as a pragmatic response to inflationary pressure—produces a hybrid regime that lacks the transparency and credibility emphasized in IMF policy guidance. This study evaluates whether substituting Discretionary Soft-Peg Exchange Rate Management approach with an Inflation-Differential Rule of Exchange Rate Management approach, which links exchange-rate adjustments to the inflation differential between domestic and rest of the world, …

Scientific Uncertainty As Political Aggression: A Manifesto For Those Who Value Science And Want To Save It From State And Corporate Control, Stephen Demeo

Publications and Research

A manifesto is an opportunity to publicly express strongly held beliefs about a topic that is personally important to an author. It is analytical as it is creative. “Scientific Uncertainty as Political Aggression” is a manifesto that intersects science and politics. It urges those interested in science to examine two different but related topics: scientific uncertainty in measurement—what it is, how it is determined, why it’s important— and the magnification of uncertainty through legal and linguistic tactics used by right-wing politicians and politically supported corporations.

For some time now, the Republican Establishment has cast excessive doubt on scientific findings through …

From Green Presence To Perceived Greenery: Everyday Mobility And Perceptual Availability In Singapore, Ziheng Zeng, Sonny Rosenthal, Orlando Woods

Research Collection College of Integrative Studies

Urban greenery may be abundant in transit-oriented cities, yet green presence does not necessarily become perceptually available to people moving through it. This paper distinguishes green supply, perceived greenery, and green experience, and examines the step at which greenery enters awareness during travel. The study combined 21 days of ecological momentary assessment from 68 participants in Singapore, yielding 6,794 in-trip moments, and 25 route-reconstruction interviews. A satellite normalized difference vegetation index (NDVI) provided a top-down baseline of green supply, and a street-level green view index (GVI) from Google Street View (GSV), matched to 5,824 moments, provided a co-located eye-level baseline. …

Towards More Inclusive Ai Systems In Cities, Siew Ying Shee, Orlando Woods

Research Collection School of Social Sciences

Artificial Intelligence (AI) is increasingly embedded in urban infrastructures and governance, shaping how people, spaces, and futures are classified, prioritised, and managed. Yet, most AI systems are developed within a narrow set of linguistic and geopolitical contexts and exported globally, embedding particular epistemic assumptions into diverse urban environments. Even where formal inclusion metrics are met, such asymmetries can render certain populations and realities less legible within algorithmic systems. Prevailing approaches in digital inclusion—centred on fairness metrics, representation, or access—presume technologies as politically inert and bounded. Yet, the adaptive and probabilistic behaviour of contemporary AI disrupts this premise, challenging the idea …

Illinois Model Programs Of Study Guide: Education (Draft For Public Comment), Education Systems Center

Practitioner Toolkits and Resources

This draft was available for public comment through September 30, 2026. A final version will be released in October 2026.

Illinois Model Programs Of Study Guide: Digital Technology (Draft For Public Comment), Education Systems Center

Practitioner Toolkits and Resources

This draft was available for public comment through September 30, 2026. A final version will be released in October 2026.

Spatial Association Of Acute Respiratory Infection, Diarrhea, And Low Birth Weight With Stunting Prevalence In Indonesia, 2024, Dian Rosadi, Husaini Husaini, Triawanti Triawanti, Musafaah Musafaah

Kesmas

Stunting remains unevenly distributed across Indonesia, but national evidence integrating spatial analysis and spatial regression is limited. This study examined the spatial distribution of stunting and its associations with acute respiratory infection (ARI), diarrhea, and low birth weight (LBW) across Indonesian provinces. An ecological cross-sectional study used data from the 2024 Indonesian Nutritional Status Survey. Stunting-only analyses included all 38 provinces, whereas analyses involving ARI, diarrhea, and LBW included 37 provinces with complete data. Spatial analyses used a row-standardized symmetric four-nearest-neighbor spatial weights matrix and included Global Moran’s I, bivariate spatial analysis, Local Indicators of Spatial Association, ordinary least squares, …

Environmental Perspective For System Dynamics Modeling Of Stunting Mitigation To Achieve The Sustainable Development Goals In West Sumatra, Indonesia, Elsa Yuniarti, Nabila Azzahra, Yulhendri Yulhendri, Heldi Heldi, Mery Delvina, Saskia Putri Azeli

Kesmas

This study developed a system dynamics model to simulate stunting reduction in West Sumatra Province, Indonesia, by integrating infant and toddler health, maternal health, and environmental determinants. Secondary data from 2020–2024 on low birth weight, immunization, malnutrition, exclusive breastfeeding, maternal chronic energy deficiency, iron and folic acid supplement distribution, sanitation, and safe drinking water access were compiled from West Sumatra Provincial Health Office and Statistics Indonesia, and validated through consultation with five stakeholder institutions. Causal Loop Diagrams mapped feedback relationships among determinants and were translated into Stock Flow Diagrams using Powersim Studio 10. The model was validated through structural verification, …

I Must Be Well, To Do Well: Examining The Relationship Between Toxic Stem Environments, Trauma, Stem Support, And Academic Outcomes Among Diverse Graduate Women In Stem, Aisha Farra

Graduate Doctoral Dissertations

Women, particularly Women of Colour (WOC), remain underrepresented in STEM. In the last two decades, research has sought to better understand women’s experiences in STEM, highlighting challenges such as isolation, sexism, and racism, which negatively impact mental health and STEM persistence. While these mental health challenges have been documented, further work is needed to examine how these experiences are related to trauma symptoms and physical health outcomes, as well as the mechanisms through which they shape academic outcomes. This quantitative study investigated the relationships among toxic STEM experiences (i.e., gendered racism, sexism, and isolation), trauma symptoms and physical health concerns, …

Concepts For Supporting Indigenous And Tribal Information And Research Needs, Sharon Hausam

Faculty Publications

This is a working paper produced as part of National Science Foundation project #2115169, “Transforming Rural-Urban Systems: Trajectories for Sustainability in the Intermountain West,” known as the “Intermountain West Transformation Network” (TN), led by the University of New Mexico with institutional partners at three additional universities in New Mexico, two in Arizona, and one each in Utah, Colorado, and Washington. The TN’s Indigenous and Tribal engagement was supported through a contract with Dr. Sharon Hausam, additional work by Aaron M. Canter, coordination with Dr. Lani Tsinnajinnie, and an Advisory Committee on Indigenous Information Needs primarily comprised of Indigenous representatives in …

A Post-Positivist Perspective On The Varieties Of Qualitative Research: The Foris Framework, Marius Bytautas

The Qualitative Report

With the aim of bringing clarity to the realm of qualitative research—and offering a transition from tradition to methodological rationale—I employ Millian and Popperian inductive analysis methods to build a post-positivist account regarding the diversity of qualitative research varieties. I am responding to the problem that common labels in qualitative research often obscure the epistemic reasoning through which a study approaches its object. A brief set of working definitions is introduced to support the framework, but the main contribution is the conceptualization of research approach in five dimensions: focus, orientation, relation to the object, researcher intrusiveness, and scale (FORIS). By …

Transmutation Of Psychological Phenomena (Academic Burnout And Fomo) Into Cyanotype Art Creation, Zulfan Ali Mujtaba, Adi Kuntoro

Paradigma: Jurnal Kajian Budaya

The pressure of hustle culture and the Fear of Missing Out (FOMO) in the digital era have triggered an escalation of academic burnout among students, demanding alternative psychological recovery interventions beyond verbal clinical approaches. This research aims to explore the creation of alternative Cyanotype photography as a medium for catharsis and resistance against toxic productivity. Utilizing a Practice-Based Research methodology with an autoethnographic approach, data were extracted from the researcher's subjective experiences and transmuted into a visual artifact titled "Metamorfosis yang Lelah". The cultural studies approach and wabi-sabi aesthetics are specifically applied to analyze visual elements in the Prussian Blue …

Scrolling, Following, Deciding: The Hidden Power Of Digital Influence On Wise Financial Decision, Nur Fatihah Muhamad Irwan, Wan Rasyidah Wan Nawang

International Journal of Management, Finance and Accounting

The effect of social media and digital influencers on financial behaviours has been well documented, but there is yet any solid evidence of their role in driving wise financial decision-making among Malaysians in particular. This study hence sets out to examine the impact of social media engagement and parasocial interaction in shaping financial attitudes, and the influence of financial attitude, subjective norms, and perceived behavioural control on the intention to practice wise financial decision-making. The mediating role of financial attitude was also studied, specifically in the link between social media engagement, parasocial interaction, and intention. A total of 250 Malaysian …

"Why Do Students Save Less?” A Study Of The Determinants Of Saving Intentions And Behaviours Among Undergraduate Students, Rna Hamza Ahmed Eissa, Chi Hau Tan, Ben Hou

International Journal of Management, Finance and Accounting

Despite the issue of low savings being a serious concern, limited research has been conducted on students’ saving behaviour in Malaysia, especially when it comes to private universities. This research focuses on examining factors that affect saving behaviour among undergraduate students at a private university in Malaysia, in reference to the Theory of Planned Behaviour. A mixed-method design was applied. Quantitative research was conducted, in which 122 valid responses were collected via an online survey and analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM). In addition, qualitative research with 11 respondents was conducted, and the data were analysed using …

Does Realised Range Volatility Improve Multivariate Volatility Forecasting? Evidence From Bursa Malaysia Sectors, Mariam Mohamed Abdelwahab Mohamed Badawi, Sew Lai Ng, Ruzanna Ab Razak, Shaikh Fazlur Rahman

International Journal of Management, Finance and Accounting

This study examines whether realised range volatility improves multivariate volatility forecasting performance in an emerging equity market setting. A comparison between vector heterogeneous autoregressive models constructed with realised volatility, realised range volatility, and conventional return-based volatility measures is conducted using sectoral data from the Bursa Malaysia. High-frequency data from September 2018 to December 2024 were collected from the financial data provider Bloomberg. The analysis evaluates out-of-sample forecasting accuracy using a set of 5 loss functions, including symmetric (MSE and MAE) and asymmetric (QLIKE) criteria. The outcomes provide compelling and strong evidence that realised range volatility measures deliver superior forecasting performance …

Dividend Yield Modelling And Forecasting Under The Wilkie Investment Model With Inflation Effects: Evidence From Malaysia, Ilya Adlina Abd Halim, Norizarina Ishak, Siti Raihana Hamzah, Ahmad Fadly Nurullah Rasedee

International Journal of Management, Finance and Accounting

This study uses the Wilkie Investment Model in the context of the Malaysian stock exchange, incorporating inflation as a significant factor in explaining investment behavior in line with local economic conditions. Although the Wilkie model is broadly utilised in actuarial science and has been assessed in many developed countries, its use in emerging markets such as Malaysia is still limited. Based on historical data from Malaysia, both the dividend yield and inflation series were revealed to be stationary using the Augmented Dickey-Fuller (ADF) test. Therefore, the series is applicable for time series analysis. The study used Malaysian data to estimate …

Bridging The Abyss: Reclaiming Spirituality In Academic Knowledge Production, Neil Boland

Journal of Contemplative and Holistic Education

Over recent decades, Western academia has shown a growing interest in spirituality, accompanied by methodological innovations and epistemological expansion. Nevertheless, spiritual inquiry continues to be subtly subordinated to scientific rationalism, with Western science often presiding as gatekeeper over what is considered legitimate knowledge. Drawing on Boaventura de Sousa Santos’ concept of abyssal thinking, this article argues that spiritual and experiential forms of knowing remain largely relegated to the far side of an epistemic divide, valued only insofar as they can be reframed within scientific norms. Despite increasing institutional recognition of spirituality in fields such as education, psychology, and medicine, …

To Doubt Or Not To Doubt? Religious Development For Spirit-Empowered Christians, Andrea C. Walker, Ricky T. Munoz, Andrew S.I.D. Lang

Salubritas: International Journal of Spirit-Empowered Counseling

No abstract provided.

Five Years Of Salubritas: Looking Back With Gratitude And Forward With Expectation, Haley R. French

Salubritas: International Journal of Spirit-Empowered Counseling

No abstract provided.

Full Issue Salubritas 5 (2026), Editors Salubritas

Salubritas: International Journal of Spirit-Empowered Counseling

No abstract provided.

The Impact Of Integrated Reporting In Rationalizing Investment Decisions And Value Enhancing, Asst Prof Dr. Muna Jabbar Mohammed

Muthanna Journal of Administrative and Economics Sciences

The current research aims to identify and understand integrated reporting reports and to demonstrate their impact in investment decisions of publicly traded companies listed on the Iraq Stock Exchange and their role in enhancing the market value of these companies. To achieve this objective, a questionnaire was distributed to a group of investors in the Iraq Stock Exchange and processed using the SPSS statistical software. The questionnaire was analyzed using several statistical methods (factor analysis, correlation coefficient, and simple linear regression). The research reached several conclusions, the most important of which is that integrated reporting reports are a means of …

The Role Of Green Accounting In Achieving Sustainable Development Through The Quality Of Accounting Information: An Empirical Study Of Iraqi Industrial Companies, Ahmed Neamah Abed, Anmar Adnan Khudhair, Farqad Mohammed Bakr Al Saadi

Muthanna Journal of Administrative and Economics Sciences

The goal of this study is to highlight the role of green accounting, both direct and indirect, via the quality of accounting information, in achieving sustainable development goals in industrial companies in Iraq. The methodology was done based on data obtained in 2026 through a questionnaire sent to a random sample of 110 employees (accountants, heads of finance departments, finance managers and internal auditors) in industrial companies listed on the Iraq Stock Exchange. Structural equation modelling (SEM) was used to test the hypotheses and pathways by applying AMOS software. Furthermore, the results indicated that the green accounting is positively and …

Non-Parametric Bayesian Modeling For Predicting Financial Market Volatility, Maab Adil Sabbar, Ahmed Imad Jawad Alradhi

Muthanna Journal of Administrative and Economics Sciences

This study examines methodological developments in modeling financial market volatility, with a particular focus on Bayesian nonparametric approaches as flexible alternatives to traditional parametric models such as GARCH and stochastic volatility frameworks. While characteristics of financial time series—including fat tails, volatility clustering, asymmetry, and structural breaks—limit the effectiveness of rigid parametric specifications, nonparametric Bayesian tools such as Dirichlet Process Mixtures offer adaptive probabilistic structures that better capture the true behavior of returns.
Using daily data from the ISX Main 60 Index, the empirical analysis shows that although the GARCH(1,1) model achieves a good statistical fit, stable volatility estimates, and accurate …

Evolution Of Global Sea‐Level Rise Projections And Their Uncertainty, Andra J. Garner, Amy Appollina, Jessica Slotter, Gregory G. Garner, Aimée B. A. Slangen, Robert E. Kopp, Benjamin P. Horton

School of Earth, Environment, and Society Faculty Publications and Presentations

For more than 40 years, scientists have projected future sea‐level change. Documenting how sea‐level projections have evolved is vital for tracking progress, uncertainties, and future research needs. Here, we update and analyze a database of global‐mean sea level (GMSL) projections dating from 1982 to 2025, identifying five key findings. First, GMSL projection generation has been concentrated in a small number of developed countries, with 95% of projections produced in the United States, United Kingdom, European Union, or Australia. Second, while GMSL projections for 2050 and 2100 have been published regularly since the early 1980s, only 30 of 103 studies have …

Gaining From Captured Indian Traditional Knowledge Systems: Paths Taken And Way Forward, Ramasami T

International Journal of Traditional Knowledge

India’s scientific heritage is deeply reflected in Ayurveda, a tradition of integrative medicine documented for over two millennia. P.C. Ray, the father of modern chemistry in India, highlighted the depth of ancient chemical knowledge and early use of mercury compounds, while M.S. Valiathan later revived and analyzed the classical texts of Charaka, Sushruta, and Vagbhata to bridge Ayurveda with modern science. Building on this foundation, the Government of India launched initiatives linking Ayurveda with genomics, personalized medicine, and rasayana therapies, yielding promising insights such as the genetic basis of prakriti classifications and protective effects of Amalaki Rasayana. Efforts like the …