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Understanding Tradeoffs In Clinical Text Extraction: Prompting, Retrieval-Augmented Generation, And Supervised Learning On Electronic Health Records, Tanya Yadav, Aditya Tekale, Jeff Chong, Mohammad Masum Mar 2026

Understanding Tradeoffs In Clinical Text Extraction: Prompting, Retrieval-Augmented Generation, And Supervised Learning On Electronic Health Records, Tanya Yadav, Aditya Tekale, Jeff Chong, Mohammad Masum

Faculty Research, Scholarly, and Creative Activity

Clinical discharge summaries contain rich patient information but remain difficult to convert into structured representations for downstream analysis. Recent advances in large language models (LLMs) have introduced new approaches for clinical text extraction, yet their relative strengths compared with supervised methods remain unclear. This study presents a controlled evaluation of three dominant strategies for structured clinical information extraction from electronic health records: prompting-based extraction using LLMs, retrieval-augmented generation for terminology canonicalization, and supervised fine-tuning of domain-specific transformer models. Using discharge summaries from the MIMIC-IV dataset, we compare zero-shot, few-shot, and verification-based prompting across closed-source and open-source LLMs, evaluate retrieval-augmented canonicalization …

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Executive And Managerial Insights Into Developing, Launching And Operating An Expansion Sport Franchise, Cole G. Armstrong, Timothy Kellison Mar 2026

Executive And Managerial Insights Into Developing, Launching And Operating An Expansion Sport Franchise, Cole G. Armstrong, Timothy Kellison

Faculty Research, Scholarly, and Creative Activity

Purpose – The purpose of this paper was to investigate the organisational development processes used by the National Hockey League’s most recent expansion club, the Seattle Kraken, during their launch and early operational phases. This paper specifically focuses on the organisational development processes used by upstart sport franchises during periods of environmental turbulence. Design/methodology/approach – The authors conducted semi-structured interviews with seven Seattle Kraken executives and managers involved in the organisation’s development, launch and subsequent operations during the franchise’s first several seasons. Participants included individuals from various functional areas. The empirical material was analysed using reflexive thematic analysis to identify …

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Spartan Daily, March 12, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 12, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 22

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From Protocol To Action: Critical Perspectives On Earthquake Preparedness In Mexico, Sandra Vaiciulyte, David A. Novelo-Casanova, Thalia Anagnos, Gerardo Suárez Mar 2026

From Protocol To Action: Critical Perspectives On Earthquake Preparedness In Mexico, Sandra Vaiciulyte, David A. Novelo-Casanova, Thalia Anagnos, Gerardo Suárez

Faculty Research, Scholarly, and Creative Activity

Purpose – This study explores perceptions and reactions to earthquake preparedness education, earthquake early warning (EEW) systems and earthquake drill protocols in Mexico, as well as potential strategies to make these earthquake preparedness tools more effective and meaningful. Design/methodology/approach – Eleven Focus Groups were conducted with 109 students from diverse academic and social backgrounds of the two largest public universities in Mexico. The findings were validated on a broader participant group using questionnaires, focused solely on the drill, administered to two populations at two distinct institutions following the 2025 National Earthquake Drill in Mexico City. Findings – Focus group findings …

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Spartan Daily, March 11, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 11, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 21

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Ocean Observing System Design: Transatlantic Acoustic Propagation For Acoustic Thermometry, Brian D. Dushaw, Dimitris Menemenlis, John A. Colosi Mar 2026

Ocean Observing System Design: Transatlantic Acoustic Propagation For Acoustic Thermometry, Brian D. Dushaw, Dimitris Menemenlis, John A. Colosi

Faculty Research, Scholarly, and Creative Activity

Ocean acoustic thermometry is simulated in the North Atlantic using two global ocean state estimates to assess its potential contributions to the Global Ocean Observing System. Acoustic data were simulated for transatlantic acoustic propagation from Cabo Verde to Bermuda, a 4183-km archetypal path across the Mid-Atlantic Ridge. Acoustic scattering by internal waves was simulated using a range-dependent, stochastic model added to the ocean state estimates. While the Ridge blocks acoustic propagation traveling deeper than about 3000 m, and internal-wave sound speed scintillations cause prohibitive scattering of later-arriving rays, it is apparent that O(10) acoustic ray arrivals on this path are …

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Spartan Daily, March 10, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 10, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 20

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Addressing Failing Water Systems: A Qualitative Protocol For Intervention Research On Water Insecurity, Patrick Thomson, Melissa Beresford, Jobayer Hossain, Cara Jacob, Carolina Jordão, Oswaldo Medina-Ramírez, Sophie Neems, Daniel Salcedo Serrano, Dave White, Amber Wutich Mar 2026

Addressing Failing Water Systems: A Qualitative Protocol For Intervention Research On Water Insecurity, Patrick Thomson, Melissa Beresford, Jobayer Hossain, Cara Jacob, Carolina Jordão, Oswaldo Medina-Ramírez, Sophie Neems, Daniel Salcedo Serrano, Dave White, Amber Wutich

Faculty Research, Scholarly, and Creative Activity

It is increasingly acknowledged that high income countries do not enjoy universal drinking water coverage, with pockets of water insecurity persisting close to areas that have had high-quality, centralized water provision for half a century or more. The reasons behind this are complex, and effective ways to improve water security in these areas defy simple prescriptions. Nuanced measures that disaggregate the different facets of water insecurity are especially important as we attempt to understand and, crucially, improve water security in high-income countries.In this paper, we describe a qualitative protocol for assessing water insecurity at the household level in a study …

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Radiv2: An Adaptable And Versatile Diagenetic Model For Coastal And Open-Ocean Sediments, Hinne F. Van Der Zant, Olivier Sulpis, Jack J. Middelburg, Matthew P. Humphreys, Raphaël Savelli, Dustin Carroll, Dimitris Menemenlis, Kay Sušelj, Vincent Le Fouest Mar 2026

Radiv2: An Adaptable And Versatile Diagenetic Model For Coastal And Open-Ocean Sediments, Hinne F. Van Der Zant, Olivier Sulpis, Jack J. Middelburg, Matthew P. Humphreys, Raphaël Savelli, Dustin Carroll, Dimitris Menemenlis, Kay Sušelj, Vincent Le Fouest

Faculty Research, Scholarly, and Creative Activity

Ocean biogeochemistry is being altered by anthropogenic processes such as warming, acidification, eutrophication, and deoxygenation. Global-ocean biogeochemistry models are essential for investigating present and projecting future conditions, yet they often lack detailed representations of seafloor processes, despite the seafloor’s important role in material exchange between the biosphere and geosphere. To improve the representation of exchange across the sediment-water interface, we present RADIv2, a flexible and computationally efficient diagenetic model designed to simulate benthic biogeochemical processes across a range of marine environments, from coastal zones to abyssal plains. RADIv2 incorporates key features such as benthic methane cycling, a hydrodynamically controlled diffusive …

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Editorial: Advances And Challenges In Mobile Robot Design And Control For Diverse Environments, Hongjun Xing, Weihua Li, Mojtaba Sharifi, Yuan Yang Mar 2026

Editorial: Advances And Challenges In Mobile Robot Design And Control For Diverse Environments, Hongjun Xing, Weihua Li, Mojtaba Sharifi, Yuan Yang

Faculty Research, Scholarly, and Creative Activity

No abstract provided.

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Public Perception Of Risk In Missing Persons Investigations, Harry Lockett, Stefana Juncu Mar 2026

Public Perception Of Risk In Missing Persons Investigations, Harry Lockett, Stefana Juncu

International Journal of Missing Persons

The current study investigated public perceptions of risk in missing person cases. A total of 271 participants were sequentially presented with five fictional vignettes describing missing individuals. Each case included a baseline description of the disappearance being "out of character" and four of these cases were paired with an additional risk factor: substance abuse, depression, dementia, or repeat missing status. The gender of the missing person was also manipulated between participants. Participants rated each case using both the standard categorical scale (Low/Medium/High) and an Extended Scale ranging from 1 to 7 and were also invited to respond to exploratory items …

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‘‘If It Bleeds, Does It Lead?’: Lived Experiences Of Media Engagement For Families Of Missing Persons., Sarah Wayland Professor, Loren O'Keeffe, Syadani Riyad Fatema, Amy-Louise Byrne Dr, Elizabeth Paton Mar 2026

‘‘If It Bleeds, Does It Lead?’: Lived Experiences Of Media Engagement For Families Of Missing Persons., Sarah Wayland Professor, Loren O'Keeffe, Syadani Riyad Fatema, Amy-Louise Byrne Dr, Elizabeth Paton

International Journal of Missing Persons

The media plays an important role in a missing persons case. Media is a powerful tool in raising public awareness and support, traversing police investigation, family liaison, and the business of media. This article reports on a focus group of seven people with a long-term missing family member, and two focus group facilitators, one of whom was also the family member of a missing person (n=9). The aim of the study was to better understand how people, who have lived experience of a family member missing, participate in media opportunities, to understand impact. Thematic analysis generated five major themes 1) …

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Critical Thinking And Academic Writing In The Age Of Generative Ai: A Call To Lis Educators And Librarians, Sandra Hirsh Mar 2026

Critical Thinking And Academic Writing In The Age Of Generative Ai: A Call To Lis Educators And Librarians, Sandra Hirsh

Faculty Research, Scholarly, and Creative Activity

Generative artificial intelligence (GenAI) is reshaping academic writing, sparking both enthusiasm and anxiety across higher education. Using GenAI tools to summarize literature, suggest outlines, and draft text is becoming more commonplace, but it also raises important questions in today’s academic writing: Who is the author when GenAI is involved? What counts as original work? What does learning look like when writing is generated and modified by machines? These questions are closely tied to long-standing concerns in library and information science (LIS), such as information literacy, transparency, authenticity, authorship, and ethics. These further prompt us to ask a larger question: What …

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Spartan Daily, March 5, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 5, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 19

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Spartan Daily, March 4, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 4, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 18

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Spartan Daily, March 3, 2026, San Jose State University, School Of Journalism And Mass Communications Mar 2026

Spartan Daily, March 3, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 17

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Sex Differences In The Association Between Childhood Cyberbullying Victimization And College Sexual Assault: Moderating Roles Of Parental Monitoring And Relationship With Deviant Peers, Jungup Lee, Debra Patterson, Na Youn Lee, Jinyung Kim, Stephen J. Tripodi, Hyunkag Cho Mar 2026

Sex Differences In The Association Between Childhood Cyberbullying Victimization And College Sexual Assault: Moderating Roles Of Parental Monitoring And Relationship With Deviant Peers, Jungup Lee, Debra Patterson, Na Youn Lee, Jinyung Kim, Stephen J. Tripodi, Hyunkag Cho

Faculty Research, Scholarly, and Creative Activity

This study explores sex differences in the relationship between childhood cyberbullying victimization (CCBV) and young adult sexual assault experiences and the potential moderating roles of childhood parent monitoring and deviant peer association on the relationship. A total of 356 college students aged 19–25 in the US participated in the online survey. The results indicated that CCBV was associated with an increased risk of college sexual assault victimization for both males and females. A significant moderating effect of childhood parental monitoring and deviant peer association was found between the association between CCBV and college sexual assault victimization for female students only.

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Colocalization And Functional Analyses Identify Gbe1 As A Gene Linking Muscle Strength And Cardiometabolic Fitness, Theresia M. Schnurr, Miranda L. Johnson, Christopher Jin, Kimmie V. Sørensen, Lindsey Kim, James W. Jahng, Amanda Ramste, Ewa Bielczyk-Maczynska, Michael J. Gloudemans, Peter Saliba-Gustafsson, Elena Vinton, Patrick L. Jurney, Ivan Carcamo-Orive, Euan A. Ashley, Torben Hansen, Joshua W. Knowles, Brian T. Palmisano Mar 2026

Colocalization And Functional Analyses Identify Gbe1 As A Gene Linking Muscle Strength And Cardiometabolic Fitness, Theresia M. Schnurr, Miranda L. Johnson, Christopher Jin, Kimmie V. Sørensen, Lindsey Kim, James W. Jahng, Amanda Ramste, Ewa Bielczyk-Maczynska, Michael J. Gloudemans, Peter Saliba-Gustafsson, Elena Vinton, Patrick L. Jurney, Ivan Carcamo-Orive, Euan A. Ashley, Torben Hansen, Joshua W. Knowles, Brian T. Palmisano

Faculty Research, Scholarly, and Creative Activity

Handgrip strength is a proxy for muscular fitness, an indicator for general health status, and is associated with cardiometabolic health. The mechanisms connecting handgrip strength to skeletal muscle function are incompletely understood. We applied integrated linkage-disequilibrium-adjusted colocalization analysis of genome-wide association study summary statistics for handgrip strength, combined with expression and splicing quantitative trait loci from skeletal muscle, and identified glycogen branching enzyme 1 (GBE1) as a candidate gene for handgrip strength. CRISPR-interference knockdown of GBE1 in immortalized human skeletal muscle cells (HMCL-7304) demonstrated decreased glycogen content and accumulation of polyglucosan bodies. Knockdown of GBE1 led to increased oxygen consumption …

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Development Of A Framework For Identifying Asphalt Pavement Cracking Distresses Using Machine Learning, Dingxin Cheng Mar 2026

Development Of A Framework For Identifying Asphalt Pavement Cracking Distresses Using Machine Learning, Dingxin Cheng

Mineta Transportation Institute

Asphalt pavement cracking is one of the most critical distresses affecting pavement performance and service life. When pavement deteriorates, it can lead to safety hazards, higher vehicle maintenance costs, and expensive repairs for cities and states—making early detection essential for everyone who relies on the roadway system. To address this challenge, the research team developed a prototype cracking identification system that integrates a customized machine learning model with computer vision algorithms. High-resolution images collected from drones or ground-based cameras are processed within the system to automatically detect and classify major cracking types. The core of the framework utilizes the You …

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We Are Still In It: A Conceptual Model For Moral Injury And Burnout In Alternative Response Programs To Guide Intervention, Miranda Worthen, Soma De Bourbon, Omar Breedlove, Courtney Ewing, Joseph Graterol, Amelia Harmon, Nakia Hines, Erik Lundgren, Michael Mason, Michael Marchiselli, Vania Mendoza, Khoa Nguyen, Britt Rubin, April Sloan, Shira Maguen Mar 2026

We Are Still In It: A Conceptual Model For Moral Injury And Burnout In Alternative Response Programs To Guide Intervention, Miranda Worthen, Soma De Bourbon, Omar Breedlove, Courtney Ewing, Joseph Graterol, Amelia Harmon, Nakia Hines, Erik Lundgren, Michael Mason, Michael Marchiselli, Vania Mendoza, Khoa Nguyen, Britt Rubin, April Sloan, Shira Maguen

Faculty Research, Scholarly, and Creative Activity

Introduction: About 20% of police calls involve a person experiencing a behavioral health crisis. To better address these community member’s needs and reduce risk of harm, jurisdictions are developing programs that shift calls for crises related to homelessness, addiction, and mental health to non-law enforcement alternatives. In responding to these calls, first responders working in these alternative response programs are exposed to a different set of moral dilemmas and pressures, increasing their risk of developing moral injury. Methods: The Alternative Response Program Moral Injury and Burnout Model highlights causes of exposure to potentially morally injurious events and the interplay between …

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When Superstition Outperforms Truth: Belief Transmission, Sacrifice, And Cooperation Under Environmental Uncertainty, Aidin Hajikhameneh Mar 2026

When Superstition Outperforms Truth: Belief Transmission, Sacrifice, And Cooperation Under Environmental Uncertainty, Aidin Hajikhameneh

Faculty Research, Scholarly, and Creative Activity

We report results from an intergenerational experiment investigating how prosocial beliefs, whether accurate or false, emerge, spread, and support cooperation under environmental uncertainty (N=448, university students). In a repeated public goods game with randomly determined but ambiguously framed payoff shocks, participants often formed superstitious beliefs linking generosity to rewards. Compared to accurate beliefs, these superstitious beliefs, when transmitted to the next generation and internalized, led to greater cooperation and facilitated group formation via voluntary sacrifice. Individuals who held such beliefs were more likely to sacrifice and self-organize into high-functioning groups, achieving the highest levels of public good provision. These findings …

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Spartan Daily, February 26, 2026, San Jose State University, School Of Journalism And Mass Communications Feb 2026

Spartan Daily, February 26, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 16

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The Instrumental Value Of Private Regulation: Evidence From The Case Of Corporate Non-Financial Reporting, Matthew Maguire Feb 2026

The Instrumental Value Of Private Regulation: Evidence From The Case Of Corporate Non-Financial Reporting, Matthew Maguire

Faculty Research, Scholarly, and Creative Activity

Critics of private regulation argue that voluntary standards often fail to meaningfully improve corporate conduct while simultaneously functioning as a stumbling block that prevents the development of more stringent, mandatory regulation by states. This paper complicates this view by illustrating the instrumental value of private regulation—that is, its potential to act as a building block that facilitates the development of new government regulation that serves the public interest. Through a combination of in-depth interviews and analysis of publicly available documents, I examine the impact of voluntary corporate non-financial reporting on public policy over the period 1997–2025. The analysis highlights the …

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Preferred Panethnic Terms Among Latina/O And Hispanic Sexual And Gender Minority People, Alexis Ceja, Nguyen K. Tran, Juan M. Peña, David J. Kinitz, Devin Hursey, Ramon Ramirez, Lilia Cervantes, Micah E. Lubensky, Juno Obedin-Maliver, Annesa Flentje, Mitchell R. Lunn Feb 2026

Preferred Panethnic Terms Among Latina/O And Hispanic Sexual And Gender Minority People, Alexis Ceja, Nguyen K. Tran, Juan M. Peña, David J. Kinitz, Devin Hursey, Ramon Ramirez, Lilia Cervantes, Micah E. Lubensky, Juno Obedin-Maliver, Annesa Flentje, Mitchell R. Lunn

Faculty Research, Scholarly, and Creative Activity

Importance Latino and Hispanic individuals in the US represent a diverse and growing population, including a significant number of sexual and gender minority (SGM) individuals whose identities challenge the use of a single panethnic (ie, ethnicity) label. Little is known about SGM individuals’ preferences for panethnic terms. Objective To understand Latino and Hispanic SGM individuals’ preferences and rationales for panethnic terms. Design, Setting, and Participants This cross-sectional study used survey data from SGM-identifying Latino and Hispanic adults in The PRIDE Study, an online, community-engaged cohort of SGM adults in the US completing 2021 or 2022 annual questionnaires, with qualitative analysis …

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Spartan Daily, February 25, 2026, San Jose State University, School Of Journalism And Mass Communications Feb 2026

Spartan Daily, February 25, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 15

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Whale Entanglements Disentangled Through The Lens Of Cumulative Habitat Compression, Jarrod A. Santora, Isaac D. Schroeder, Elliott L. Hazen, John C. Field, Karin A. Forney, Lauren Saez, Dan Lawson Feb 2026

Whale Entanglements Disentangled Through The Lens Of Cumulative Habitat Compression, Jarrod A. Santora, Isaac D. Schroeder, Elliott L. Hazen, John C. Field, Karin A. Forney, Lauren Saez, Dan Lawson

Faculty Research, Scholarly, and Creative Activity

Ten years following a marine heatwave event, whale entanglements continue to challenge ecosystem-based fishery and protected species management in the California Current Large Marine Ecosystem (CCLME). Although new fishing regulations combined with environmental changes resulted in a decline in humpback whale (Megaptera novaeangliae) entanglements from the peak during a prolonged heatwave, reports continue at a higher rate than prior to 2014. The entanglement record is imperfect because many entanglements go unobserved and those that are observed may not correspond to where the entanglement occurred. Thus it remains a challenge to understand when and where entanglements are most likely to occur …

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Exploring Music Representation Learning For Detection Of Finer-Grained Details, Vishnu Pendyala, Samhita Konduri, Kriti Pendyala Feb 2026

Exploring Music Representation Learning For Detection Of Finer-Grained Details, Vishnu Pendyala, Samhita Konduri, Kriti Pendyala

Faculty Research, Scholarly, and Creative Activity

The foundational tonic in Indian classical music presents a crucial element for algorithmic understanding. This research investigates the efficacy of modern machine learning techniques for detecting this fine-grained musical attribute from diverse audio representations. Addressing limitations in prior work that used spe-cialized techniques, this study pioneers the integration of audio representations with non-linear dimensionality reduction and machine learning classifiers for tonic classification. The methodology employs various machine learning algorithms on music represented by audio features such as Mel-frequency cepstral coefficients and Mel spectrograms. Spectral analysis using Uniform Manifold Approximation and Projection (UMAP) offers novel insights into music representation learning. The …

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Opioid Use Knowledge And Attitudes Among U.S. Adults, Jadyn E. Knox Feb 2026

Opioid Use Knowledge And Attitudes Among U.S. Adults, Jadyn E. Knox

Master's Theses

The opioid epidemic remains a public health crisis, with overdose rates continuing to rise. Associations between individuals opioid use and knowledge of and attitudes toward opioid substances and overdoses have been investigated to inform educational interventions. However, many studies utilize college student or adolescent samples, and findings remain inconclusive. An assessment of opioid knowledge and attitudes across broader adult populations is lacking. Concurrently, replication literature in the social sciences is limited, therefore, the present study replicated and expanded upon Williams et al. (2013) and Vyas et al. (2023) studies. Reliability and validity of the Opioid Knowledge scale, Opioid Overdose Knowledge …

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Spartan Daily, February 24, 2026, San Jose State University, School Of Journalism And Mass Communications Feb 2026

Spartan Daily, February 24, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 165, Issue 14

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Synthesis Of Data Products For Ocean Carbonate Chemistry, Li Qing Jiang, Amanda Fay, Jens Daniel Müller, Luke Gregor, Alizée Roobaert, Lydia Keppler, Dustin Carroll, Siv K. Lauvset, Tim Devries, Judith Hauck, Christian Rödenbeck, Nicolas Metzl, Andrea J. Fassbender, Jean Pierre Gattuso, Peter Landschützer, Rik Wanninkhof, Christopher Sabine, Simone R. Alin, Mario Hoppema Feb 2026

Synthesis Of Data Products For Ocean Carbonate Chemistry, Li Qing Jiang, Amanda Fay, Jens Daniel Müller, Luke Gregor, Alizée Roobaert, Lydia Keppler, Dustin Carroll, Siv K. Lauvset, Tim Devries, Judith Hauck, Christian Rödenbeck, Nicolas Metzl, Andrea J. Fassbender, Jean Pierre Gattuso, Peter Landschützer, Rik Wanninkhof, Christopher Sabine, Simone R. Alin, Mario Hoppema

Faculty Research, Scholarly, and Creative Activity

As the largest active carbon reservoir on Earth, the ocean is a cornerstone of the global carbon cycle, playing a pivotal role in modulating ocean health and the Earth’s climate system. Understanding these crucial roles requires access to a broad array of data products documenting the changing chemistry of the global ocean as a vast and interconnected system. This review article provides an overview of 68 existing ocean carbonate chemistry data products and data product sets, encompassing compilations of cruise datasets, derived gap-filled data products, model simulations, and compilations thereof. It is intended to help researchers identify and access data …

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