Digital Commons Network^™

Forecasting Pediatric Emergency Department Arrivals: Evaluating The Role Of Exogenous Variables Using Deep Learning Models, Egbe Etu Etu, Jordan Larot, Kindness Etu, Joshua Emakhu, Sara Masoud, Imokhai Tenebe, Gaojian Huang, Satheesh Gunaga, Joseph Miller

Faculty Research, Scholarly, and Creative Activity

Background Forecasting pediatric emergency department (ED) demand remains a critical challenge in healthcare operations. This study aimed to identify exogenous variables influencing pediatric ED visits and evaluate the performance of different forecasting models. Method Using a retrospective observational design, we analyzed 192,347 pediatric ED visits across nine hospitals in Southeast Michigan between 2017 and 2019. Patient data were aggregated into daily arrival counts and enriched with exogenous variables such as weather, air quality, pollen, calendar, Google search trends, and chief complaints. Feature selection was performed using XGBoost and SHapley Additive exPlanations to identify the most influential predictors. Three forecasting models …

Spartan Daily, November 11, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 34

Spartan Daily, November 6, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 33

Spartan Daily, November 5, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 32

Spartan Daily, November 4, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 31

Fresno’S Scribbles Bike Path: A Master Plan For Active Transportation, Holly Sowles, Uris Giron

Mineta Transportation Institute

The Fresno Scribbles Bike Path Master Plan, which represents a commitment to equitable active transportation and social infrastructure, is designed to enhance the quality of life for Fresno residents by providing safe, comfortable, and accessible biking and walking paths while promoting sustainability and fostering a sense of community. This report details the Intelligent Design Visualization Lab’s (IDVL) ongoing contribution to the Fresno City Scribbles Bike Campus initiative. This multifaceted urban intervention seeks to promote bike and pedestrian safety, enhance environmental resilience, and active transportation infrastructure through design, serving as a form of placemaking. In collaboration with the Fresno State Transportation …

Spartan Daily, October 30, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 30

Reproduction And Embryonic Development Of Monkeyface Prickleback Cebidichthys Violaceus In Captivity, Kevin D. Hinterman, Matthew R. Hoehn, Luke D. Gardner, Scott L. Hamilton

Faculty Research, Scholarly, and Creative Activity

Understanding the sequence of embryonic and larval development and the factors necessary to induce reproduction in captivity are critical for developing new species for commercial or conservation aquaculture. In this study, we describe the adult reproductive behaviours and development of eggs, embryos and early larvae of captive monkeyface pricklebacks, Cebidicthys violaceus, compared to previously documented wild observations. Eggs were laid in cohesive clutches and guarded by the male parent until hatching began 23 days post fertilization at 13°C. Fertilized eggs were spherical, approximately 1.5 mm in diameter, covered in an opaque chorion, and contained six adhesive pads around the outside. …

Spartan Daily, October 23, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 27

Spartan Daily, October 22, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 26

Tracking Removed And At-Risk Government Information, Molly Blake, Sanga Sung, Ben Amata, Jenny Mcburney

SJSU Open Access Conference

The current U.S. administration is intentionally undermining public access to information as well as scholarly research by removing documents, reports, datasets, images, and language from government websites. In doing so, this administration is withholding publicly-funded information that we have a right to access, including data from government-sponsored research, historical information about marginalized groups, and speech transcripts. In removing these materials, the government is also deliberately sabotaging research related to topics it does not like, such as LGBTQ health, COVID, and climate change.

It is difficult to grasp the scope of this problem: how do we know when something is gone, …

Access Denied: Defending Research In A Shrinking Scholarly Landscape, Emily Kingsland

SJSU Open Access Conference

In early 2025, the U.S. Department of Education announced a reduction in the indexing of key journals in the ERIC database. As government censorship increasingly threatens the accessibility of educational research, librarians are emerging as critical defenders of open access and research transparency. This presentation reports on the proactive efforts of a Canadian academic librarian who developed actionable workarounds to address the disappearance of articles from ERIC. These missing records pose a significant challenge to researchers conducting knowledge syntheses, who face a reporting and reproducibility crisis when search results fluctuate or shrink without explanation. The implications are profound: systematic reviews …

Navigating Nih’S Revised Public Access Policy: On-The-Ground Experiences From Librarians And Researchers, Anneliese Taylor, Katie Fortney, Tim Vollmer

SJSU Open Access Conference

The U.S. National Institutes of Health (NIH) rolled out its revised Public Access Policy on July 1, 2025, in accordance with the 2022 Office of Science and Technology Policy Nelson Memo. The Nelson Memo calls on all U.S. federal funders to implement a policy requiring immediate public access to published articles and supporting datasets resulting from federal grants. On the surface, NIH’s new policy is a public good, ensuring that federally funded research outputs will no longer be held back from public access for 12 months after publication. But the implementation mechanisms of this new policy for researchers and publishers …

Spartan Daily, October 21, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 25

Contextualizing Introductory Computer Science: Insights From African Faculty, Ethel Tshukudu, Ismaila Temitayo Sanusi, Oluwakemi Ola, Sally Hamouda, Linda Marshall, Oluwatoyin Adelakun-Adeyemo, Emma R. Dodoo, G. Ayorkor Korsah, Sandani Luvhengo, Jack Parkinson

Faculty Research, Scholarly, and Creative Activity

Contextualizing computer science education has been recognized as a key factor in enhancing student engagement and learning outcomes. This study investigates the initial perceptions of university computer science faculty in Africa regarding the benefits, adoption challenges, and institutional support required for the successful integration of contextually relevant materials into introductory computer science (CS1) courses. Faculty then assessed a set of previously developed contextually tailored materials, grounded in Banks' Additive Approach to curriculum reform and aligned to the CS curricula 2023. The research adopted qualitative methods, gathering data through open-ended surveys from 22 CS faculty across 9 African countries. Thematic analysis …

The Symbiotic Harm Of A Criminal Record, Ericka B. Adams, Elsa Y. Chen, Sarah E. Lageson

Faculty Research, Scholarly, and Creative Activity

Having a criminal record significantly alters a person’s life chances, decreasing their opportunities for employment, housing, student loans, voting, public benefits, and more. The collateral consequences of criminal convictions, or the civil restrictions that follow criminal convictions, are well documented. However, because individuals are connected to families and communities, it is impossible to isolate the effects of punishment to only the persons holding criminal records. Instead, the effects of criminal records might be best understood as a set of symbiotic harms, marked by relational and interdependent effects. Drawing on semi-structured interviews with 59 expungement-eligible persons and 69 community representatives, this …

On The Road To A Better Life? Rural Road And Economic Development In Albania, Santosh Gautam, Ermal Llirjani, Patralekha Ukil

Faculty Research, Scholarly, and Creative Activity

This study evaluates the impact of investment in rural roads on household welfare in Albania using a difference-in-differences method. We find that treated households experienced a 35-percentage point increase in the road quality and reduced travel times to the nearest motorable roads. Land and housing values rose significantly, and household heads were less likely to be unemployed, with a shift toward self-employment. While household income did not change significantly, consumption—particularly on non-food items—increased. These findings highlight the welfare-enhancing effects of improved connectivity and suggest that rural infrastructure investments can promote local economic activity. Policymakers should consider pairing road upgrades with …

Spartan Daily, October 16, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 24

Spartan Daily, October 15, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 23

Spartan Daily, October 14, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 22

Transgender And Nonbinary People's Perceptions Of Their State Context, Gender Minority Stress, And Mental Health: A Mixed Methods Study, Devon Kimball, Jae A. Puckett, Mihael Macbeth, Debra A. Hope, Richard Mocarski, L. Zachary Dubois

Faculty Research, Scholarly, and Creative Activity

Transgender and nonbinary (TNB) people experience gender minority stressors that adversely affect their mental health and wellbeing, all of which are shaped by sociopolitical contexts. We explored TNB participants' (N = 150) perceptions of how affirming their state was and associations with minority stress and mental health variables. Qualitative themes included: (1) Degrees of stigma depend on who you are; (2) Stigma persists even with small positive advancements; (3) Cis people take an ‘out of sight, out of mind’ approach to TNB people; and (4) It's in the air we breathe: Cissexism is an individual, cultural, and structural issue. Across …

Integration Of Uav And Remote Sensing Data For Early Diagnosis And Severity Mapping Of Diseases In Maize Crop Through Deep Learning And Reinforcement Learning, Jerry Gao, Krinal Gujarati, Meghana Hegde, Padmini Arra, Sejal Gupta, Neeraja Buch

Faculty Research, Scholarly, and Creative Activity

Highlights: What are the main findings? A framework combining UAV, satellite, and weather data to detect crop diseases. Ensemble deep learning and reinforcement learning improve classification and severity mapping. What is the implication of the main finding? Enables near real-time, scalable crop disease management to reduce yield losses. Early detection and hotspot mapping optimize water and pesticide use for sustainability. Accurate and timely prediction of diseases in water-intensive crops is critical for sustainable agriculture and food security. AI-based crop disease management tools are essential for an optimized approach, as they offer significant potential for enhancing yield and sustainability. This study …

Cosmopolitan Spirits: Islam And The Experimental Cosmologies Of Egypt's Spiritualist Movement, 1947–1960, Arthur Shiwa Zárate

Faculty Research, Scholarly, and Creative Activity

This article considers the history of Egypt’s mid-twentieth-century Spiritualist movement through an examination of its periodical, a monthly Arabic magazine called Alam al-Ruh (The World of the Spirit) (1947–1960). As it shows, Egyptian Spiritualists defended and promoted their project by crafting an experimental cosmology, one that blended claims about empirical verification with elements of Islamic and Spiritualist cosmologies. It further shows how this combination of scientism and cosmology reflects a core dynamic within the history of scientific exploration in the Islamic world. Like spiritual seekers and occult practitioners in Muslim societies elsewhere, Egyptian Spiritualists positioned their project as one of …

Coastal Water Information Orders: Reverse-Engineering New York City’S Data Dashboards, James A. Hodges, Rachel Paprocki

Faculty Research, Scholarly, and Creative Activity

This article examines the information systems governing individual relationships to urban coastal waterways, drawing from two data publication initiatives in New York City. In these two cases, data structure and web design features cultivate specific forms of knowledge about water quality, pollution, and the health risks represented by recreational activities such as swimming and fishing. Analysis of the data structure and web source code shows the forms of knowledge concerning water quality each project facilitates or obscures. Findings are considered within the framework of an ‘information order’, which refers to the prevailing conditions for knowledge that are facilitated by communication …

Trajectory Of Tinnitus Distress Across The Covid-19 Pandemic: A Cross-Sectional Analysis Of Self-Reported Symptoms, Anusha Yellamsetty, Mika Shin

Faculty Research, Scholarly, and Creative Activity

Purpose: This study aimed to evaluate retrospectively self-reported changes in tinnitus severity and distress associated with the COVID-19 pandemic and vaccination using validated self-report instruments. It further explored patient-reported onset of tinnitus following vaccination, gender differences in symptom severity, and associations with psychological distress. Method: A cross-sectional online survey was completed by 189 adults between December 2023 and April 2024. Participants retrospectively self-reported tinnitus onset and severity before, during, and after the COVID-19 pandemic using the Tinnitus Handicap Inventory (THI) and the Tinnitus Reaction Questionnaire (TRQ). Additional items assessed COVID-19 vaccination history, infection status, and adverse vaccine reactions. Repeated measures …

Introduction To Volume Thirteen: Teaching In Dangerous Times, Noelle Brada-Williams

Asian American Literature: Discourses & Pedagogies

No abstract provided.

Spartan Daily, October 8, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 20

Spartan Daily, October 7, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 19

Spartan Daily, October 2, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 18

Sjsu Erfa News, Fall 2025, San Jose State University, Emeritus And Retired Faculty Association

Emeritus and Retired Faculty Association (ERFA) Newsletter

Volume 39, No 1