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Evaluation Of The Association Between School Prevention Programs And Adolescents’ Opioid Abuse In The United States, Lida Moazezi Sep 2026

Evaluation Of The Association Between School Prevention Programs And Adolescents’ Opioid Abuse In The United States, Lida Moazezi

Walden Dissertations and Doctoral Studies

This study examined adolescent opioid misuse in the United States and the role of school-based prevention. Guided by the health belief model, the purpose was to test whether participation in school-based drug prevention lessons was associated with past-year opioid misuse among adolescents ages 14–17 and whether race and gender moderated that association. This quantitative, cross-sectional, nonexperimental secondary analysis used the 2019 National Survey on Drug Use and Health (N = 8,965). Analyses included weighted descriptives, chi-square tests, and complex-samples logistic regression controlling for age and socioeconomic status. The sample included adolescents ages 14–17 with complete data on school-based prevention participation, …


Protective Factors Among African American Offspring Of Teen Parents, Janelle Ewing Sep 2026

Protective Factors Among African American Offspring Of Teen Parents, Janelle Ewing

Walden Dissertations and Doctoral Studies

Adolescent pregnancy remains a major public health and social issue, but research has primarily focused on risk factors and not the protective factors that contribute to resilience among those who successfully break the cycle. This qualitative study explored protective factors that African American adult offspring of teenage parents identified as supporting them in avoiding teenage pregnancy and parenthood. The study was theoretically grounded in Bronfenbrenner’s ecological systems theory, which was used to explore the role of influence across environmental systems in participants’ developmental outcomes. The primary research question was “How do African American adult offspring of teenage parents describe the …


How Often Do Managers Withhold Information?, Jeremy Bertomeu, Paul Ma, Ivan Marinovic Sep 2026

How Often Do Managers Withhold Information?, Jeremy Bertomeu, Paul Ma, Ivan Marinovic

Olin Business School Faculty Research

We estimate a dynamic model of voluntary disclosure, using annual management forecasts of earnings, that features a manager with pri ce motives and an uncertain but persistent information endowment. Our estimates imply that: (i) managers face disclosure frictions 35% of the time; (ii) conditional on being informed, managers withhold information 17% of the time; and ( iii) conditional on being silent, managers possess information 24% of the time. Managers’ strategic withholding motives increase investors’ uncertainty about earnings by 3%. We find that managers’ price motives reduce strategic withholding by one-third, in response to investors’ increased skepticism in the event of …


Black American School Counselors’ Experiences Of Racial Discrimination In The Workplace, Tiffany Jackson Sep 2026

Black American School Counselors’ Experiences Of Racial Discrimination In The Workplace, Tiffany Jackson

Walden Dissertations and Doctoral Studies

While school counselors play a pivotal role in promoting equity and inclusion within educational institutions, they may experience systemic challenges themselves, particularly in predominantly White professional environments. The purpose of this hermeneutic phenomenological study was to explore the experiences of Black American school counselors who experienced racial discrimination in the workplace and how they made meaning of those experiences. The research addressed the lived experiences of Black American school counselors who experienced racial discrimination in the workplace and how they make meaning of those experiences. The study was grounded in hermeneutic phenomenology and critical race theory. Six Black American school …


A Unified Framework For Neutrosophic Estimation Using Fractional Power, Exponential, And Logarithmic Functions With Bivariate Auxiliary Information, Anchal Yadav, Anuj Yadav Sep 2026

A Unified Framework For Neutrosophic Estimation Using Fractional Power, Exponential, And Logarithmic Functions With Bivariate Auxiliary Information, Anchal Yadav, Anuj Yadav

Neutrosophic Systems with Applications

This study develops a generalized neutrosophic ratio-type estimator for estimating the population mean by incorporating information from two auxiliary variables under Simple Random Sampling Without Replacement (SRSWOR). The proposed methodology extends the conventional single-auxiliary-variable approach by jointly incorporating bivariate auxiliary information within the neutrosophic framework, thereby accounting for uncertainty, indeterminacy, and inconsistency in the available information. The bias and mean squared error of the proposed estimator are derived using first-order approximations, and the corresponding efficiency conditions are established through theoretical comparisons with existing neutrosophic estimators. The performance of the proposed estimator is further examined using a real medical dataset represented …


Building An Engaged Workforce: Assessment Of Unit Council Health Within A Large Healthcare System, Ray Gannon, Kasey Jackman, Reynaldo R. Rivera Sep 2026

Building An Engaged Workforce: Assessment Of Unit Council Health Within A Large Healthcare System, Ray Gannon, Kasey Jackman, Reynaldo R. Rivera

International Nursing Research Congress (INRC)

While professional governance is an effective strategy for improving team engagement and empowerment in hospital systems, fews studies provide guidelines for how to measure the relative health of an organization's professional governance. Of note, the effectiveness of the unit council is fundamental to successful professional governance, professional competence, and leadership (Hess et al., 2020).

The purpose of this multi-site survey study is to evaluate clinical nurses’ and nurse leaders’ perspectives on their unit council’s health so that our organization can identify the gaps and implement strategies for improvement.

Led by a team of nurse scientists and leaders, this is an …


Breaking The Silence - Moving Beyond Lecture Hall Echo Chambers In Nursing Education, Joshua Michael Kies, Elizabeth Faye Snyder, Cyndi Faudree Sep 2026

Breaking The Silence - Moving Beyond Lecture Hall Echo Chambers In Nursing Education, Joshua Michael Kies, Elizabeth Faye Snyder, Cyndi Faudree

International Nursing Research Congress (INRC)

Nursing student silence in higher education undermines active learning and critical thinking development. This literature review examines participation barriers, engagement strategies, and approaches to fostering inclusive discussion environments. Research identifies multiple contributing factors: fear of negative evaluation, cultural differences in communication styles, insufficient content knowledge, and technological challenges in virtual settings. The Student Engagement in Digital Learning Framework reveals four key dimensions—emotional, behavioral, cognitive, and social—that interact to create barriers or facilitators to student voice. Evidence-based solutions include extending wait times to 10-15 seconds for cognitive processing, implementing culturally responsive pedagogies, providing multimodal participation formats, and scaffolding discussions to build …


Innovative Teaching Strategies: Ai Chatbots To Prepare Nursing Students For Difficult Conversations, Lindsay Iverson, Tamara Oliver, Steven Fernandes, Mandy Kirkpatrick, Kara Morgan, Lauren Guthrie, Trisha Beiermann, Melissa Taylor Sep 2026

Innovative Teaching Strategies: Ai Chatbots To Prepare Nursing Students For Difficult Conversations, Lindsay Iverson, Tamara Oliver, Steven Fernandes, Mandy Kirkpatrick, Kara Morgan, Lauren Guthrie, Trisha Beiermann, Melissa Taylor

International Nursing Research Congress (INRC)

Background and Significance: Therapeutic communication is a core competency in nursing and a consistently prioritized workforce requirement (Broeckelman-Post et al., 2022; McGunagle & Zizka, 2020; AACN, 2021). As AI and digital learning technologies advance, nursing programs are exploring technology-enabled strategies to better prepare students for emotionally complex patient interactions. Although AI chatbots have shown value in clinical training and simulation (Chang et al., 2021; Srinivasan et al., 2024), limited evidence exists on their use to prepare students for difficult or sensitive conversations. Addressing this gap supports student resilience and prepares future nurses for communication-intensive roles.

Purpose and Aims: This study …


Flipbook-Based Media To Prevent Academic Burnout Among Senior High School Students In Yogyakarta, Puan Maharani Fauza, Eva Imania Eliasa, Kun Widya Nurfiani Sep 2026

Flipbook-Based Media To Prevent Academic Burnout Among Senior High School Students In Yogyakarta, Puan Maharani Fauza, Eva Imania Eliasa, Kun Widya Nurfiani

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Academic burnout is a pressing issue that negatively affects senior high school students, yet conventional counseling services often rely on monotonous, static media that fail to engage today's digital generation. To address this urgent gap, this research aimed to develop an interactive digital Flipbook as a preventive intervention. The study employed a Research and Development (R&D) method using the ADDIE model, consisting of Analysis, Design, Development, Implementation, and Evaluation stages. Product validation was conducted by media experts and subject-matter experts, while the practicality test involved two Guidance and Counseling teachers. The effectiveness test was carried out through an experimental study …


Pre-Service Teachers' Experiences On Teaching Essay Writing To Grade 10 Learners In The Eastern Cape, Ncebazakhe Makhohlisa, Lundi Nomlala Sep 2026

Pre-Service Teachers' Experiences On Teaching Essay Writing To Grade 10 Learners In The Eastern Cape, Ncebazakhe Makhohlisa, Lundi Nomlala

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This paper explores pre-service teachers’ experiences in teaching essay writing to Grade 10 English First Additional Language learners. Despite the significance of essay writing for developing learners' writing skills in multilingual classrooms, writing essays remains a challenge for most English First Additional learners. The extant research has examined the challenges that learners face in essay writing. However, there is limited research examining pre-service teachers’ experiences in teaching essay writing during their teaching practice. This paper employed a qualitative research approach, and data were drawn from 30 pre-service teachers’ reflective journals based on their teaching practice experiences. Cognitive Process Theory was …


Neuroimmune Phenotyping As The Next Frontier In Chronic Pain Medicine For Musculoskeletal Back Pain, Samer G. Salman, Rohan A. Phadke, Adithya Nair, Rahul Kumar, Arbaz Momin, Alireza Tavakkoli, James Rizkalla Sep 2026

Neuroimmune Phenotyping As The Next Frontier In Chronic Pain Medicine For Musculoskeletal Back Pain, Samer G. Salman, Rohan A. Phadke, Adithya Nair, Rahul Kumar, Arbaz Momin, Alireza Tavakkoli, James Rizkalla

Department of Neurosurgery Posters

Background: Chronic low back pain encompasses heterogeneous mechanical, neuropathic, nociplastic, and myofascial presentations that may reflect distinct neuroimmune mechanisms. We synthesized evidence linking these phenotypes to measurable biological features and clinically relevant treatment strategies.

Methods: We conducted a structured literature search of MEDLINE, Scopus, Web of Science, and the Cochrane Central Register of Controlled Trials for studies published from January 2005 through January 2025. Systematic reviews, randomized controlled trials, and mechanistic studies addressing neuroinflammation, glial activation, central sensitization, biomarkers, or imaging were organized according to four clinically relevant pain phenotypes and translational readiness.

Results: Neuroimmune findings differed across axial mechanical, …


Ai-Enabled Nudging For Nursing-Led Prevention And Health Equity, Pattama S. Ulrich, Katherine M. Pallas, Michael Joseph Dino, Jean W. Davis Sep 2026

Ai-Enabled Nudging For Nursing-Led Prevention And Health Equity, Pattama S. Ulrich, Katherine M. Pallas, Michael Joseph Dino, Jean W. Davis

International Nursing Research Congress (INRC)

Health systems face escalating burdens from physical inactivity, poor nutrition, and related noncommunicable diseases (NCDs), which disproportionately affect socioeconomically and clinically susceptible populations [1], [2]. Concurrently, artificial intelligence (AI), digital health technologies, and wearable devices are increasingly shaping health decision making and behavior change interventions [3], [4]. Nudge theory, grounded in behavioral economics, offers a noncoercive approach to influencing behavior through choice architecture while preserving individual autonomy [5], [6]. As AI enables nudges to become more personalized and scalable, conceptual clarity is needed to guide ethical, nurse-led applications that advance prevention and health equity [7], [8].

This work conceptually examines …


Parent–Child Responses To A Digital Cancer Prevention Game: Pre–Post Changes In Hpv-Related Outcomes, Angela Chia-Chen Chen, Michael Todd, Elizabeth Reifsnider, Ashish Amresh Sep 2026

Parent–Child Responses To A Digital Cancer Prevention Game: Pre–Post Changes In Hpv-Related Outcomes, Angela Chia-Chen Chen, Michael Todd, Elizabeth Reifsnider, Ashish Amresh

International Nursing Research Congress (INRC)

Purpose: This presentation examined pre–post changes among parent–child dyads who received HPV Detective, a digital game promoting HPV vaccination and cancer prevention. We compared intervention effects between parents and children to understand how digital tools influence family-centered determinants of HPV vaccination.

Methods: Thirty-one parent–child dyads (n=62) completed online surveys at baseline (T0) and immediately post-intervention (T1) while playing the 10–15-minute game in pediatric clinics before seeing the provider. Surveys included sociodemographic characteristics and validated scales assessing HPV knowledge, attitudes, behavioral control, subjective norms, and vaccination intention. Paired t-tests and descriptive analyses assessed within-person changes, with results confirmed using nonparametric tests. …


Patient-Provider Communication Matters In Telehealth Use, Chanam Shin, Thomas Guffey, Mijin Kim Sep 2026

Patient-Provider Communication Matters In Telehealth Use, Chanam Shin, Thomas Guffey, Mijin Kim

International Nursing Research Congress (INRC)

Introduction: Telehealth use has rapidly expanded health care access and reshaped patient-provider interactions. Evidence shows that telehealth can be influenced by communication quality between patients and providers. However, little is known about how patient-provider communication relates to telehealth use among minority ethnic populations.

Purpose: This study was to examine associations between patient-centered communication and telehealth use in Asian Americans.

Methods: We conducted a secondary analysis using the 2022 Health Information National Trends Survey 6 data. A total of 265 adults who identified as Asian American were included. Telehealth use was assessed by asking respondents if they used telehealth in the …


From Himalayan Catastrophe To National Resilience: Lessons From The 2026 Bhote Koshi And Trishuli River Floods In Nepal, Keshav Bhattarai, Ambika P. Adhikari Sep 2026

From Himalayan Catastrophe To National Resilience: Lessons From The 2026 Bhote Koshi And Trishuli River Floods In Nepal, Keshav Bhattarai, Ambika P. Adhikari

Himalayan Research Papers Archive

On the morning of 26 August 2026, the mountains above Nepal’s northern frontier delivered a disaster of almost unimaginable speed and scale. A massive mass of ice, rock, and sediment detached in the high Himalayan terrain near the Nepal–Tibet border, descended roughly 1,200 metres, interacted with the Lhende Khola system, and generated a debris-rich flood that surged through the Bhote Koshi and Trishuli river corridors, destroying settlements, markets, roads, bridges, hydropower facilities, and an international border crossing and transforming them into fields of mud, boulders, and wreckage within minutes (ICIMOD, 2026b; Reuters, 2026a). Satellite analysis indicates that a substantial section …


Simulasi Hidrolika Saluran Terbuka Berbasis Microsoft Excel Sebagai Sumber Belajar Pada Pendidikan Vokasi Teknik, Fahrur Rozi, Linda Winiasri, Ranatika Purwayudhaningsari, Siti Fatimah, Agus Triyono, Wiwid Suryono Sep 2026

Simulasi Hidrolika Saluran Terbuka Berbasis Microsoft Excel Sebagai Sumber Belajar Pada Pendidikan Vokasi Teknik, Fahrur Rozi, Linda Winiasri, Ranatika Purwayudhaningsari, Siti Fatimah, Agus Triyono, Wiwid Suryono

Journal of Innovation and Teacher Professionalism

This study aims to model and analyze a Microsoft Excel-based open-channel hydraulics simulation as a contextual learning resource for technical vocational education. A quantitative modeling approach was employed using Manning’s formula with five flow-depth scenarios ranging from 0.70 to 0.90 m, while the channel bottom width of 0.60 m, Manning’s roughness coefficient of 0.01, and channel slope of 0.015 were kept constant. The simulation was used to calculate the wetted area, wetted perimeter, hydraulic radius, flow velocity, and discharge for each scenario. The results showed that increasing flow depth systematically changed the hydraulic characteristics, with discharge increasing from 1.819 to …


More Than A Call: Why The Martha Wright-Reed Act Falls Short In Reforming Prison Communication, Carrington Wilkes Sep 2026

More Than A Call: Why The Martha Wright-Reed Act Falls Short In Reforming Prison Communication, Carrington Wilkes

Georgia Criminal Law Review

In response to widespread criticism of exploitative prison communication costs, Congress enacted the Martha Wright-Reed Just and Reasonable Communications Act of 2022 (the “Act”). This legislation tasked the Federal Communications Commission (“FCC”) with establishing fair rates for phone and video calls made by inmates in jails, prisons, and immigration detention centers. While the Act marks a critical step in reducing financial burdens on incarcerated individuals and their families, it does not cover other widely used communication methods, such as electronic messaging, emails, and tablet-based platforms. These newer services remain largely unregulated, enabling private companies to impose excessive fees due to …


Expert In The Box: Keeping The Lid On Unchallenged Testimony, Derek L. Busch Sep 2026

Expert In The Box: Keeping The Lid On Unchallenged Testimony, Derek L. Busch

Georgia Criminal Law Review

A juror with specialized knowledge carries the potential to infringe upon the trial rights of the accused, provided to them by the Sixth Amendment and incorporated to the states through the Fourteenth Amendment. These rights include the right to an impartial jury and the right of confrontation, recognized since the founding of the first colonies. When a juror possesses relevant professional expertise or background information regarding evidence adduced at trial, there is a risk in how the juror will use this personal knowledge in deliberations. Particularly, there is a concern the juror will use their knowledge to add information, rather …


Officer-Created Jeopardy In Corrections: Rethinking Use-Of-Force Review After Barnes V. Felix, Dr. Hayden Smith Sep 2026

Officer-Created Jeopardy In Corrections: Rethinking Use-Of-Force Review After Barnes V. Felix, Dr. Hayden Smith

Georgia Criminal Law Review

Courts typically evaluate correctional uses of force by zooming in on the last seconds before impact, asking what an officer reasonably perceived at the “moment of threat.” That frame obscures a basic feature of jail and prison operations: officers’ pre-force tactical choices often create or sharply heighten the risks that force is later used to manage. Building on Barnes v. Felix’s rejection of a rigid moment-of-threat rule and the broader state-created-danger line, this Article argues that officer-created jeopardy should be treated as a central component of constitutional and institutional review in corrections. It shows how Barnes, read alongside DeShaney, Kingsley, …


Deepfakes, Deep Trouble: Navigating Legal Boundaries For Child Pornography Prosecution In The Age Of Ai, Alexandra Hoffman Sep 2026

Deepfakes, Deep Trouble: Navigating Legal Boundaries For Child Pornography Prosecution In The Age Of Ai, Alexandra Hoffman

Georgia Criminal Law Review

This Comment explores the evolving legal landscape of child pornography law as it pertains to “nudify” apps and other AI-generated content. It examines foundational cases in child pornography law that allowed child pornography materials to bypass First Amendment constraints, the “lascivious exhibition” standard, and recent precedents allowing courts to prosecute morphed images. This Comment analyzes the viability of prosecuting “nudify” images, arguing that a holistic approach focusing on the child’s overall harm is the best analytical framework rather than one that solely focuses on the sexual nature of the image. In doing so, it emphasizes that the identifiability of the …


Table Of Contents, Georgia Criminal Law Review Sep 2026

Table Of Contents, Georgia Criminal Law Review

Georgia Criminal Law Review

No abstract provided.


Prevalence Of Tooth Loss Among Older Adults With Oral Frailty: A Systematic Review And Meta-Analysis, Wei-Chun Lin Sep 2026

Prevalence Of Tooth Loss Among Older Adults With Oral Frailty: A Systematic Review And Meta-Analysis, Wei-Chun Lin

Articles in Press

No abstract provided.


Lessons Learned From An Experiential Learning Project In An “Exercise And Wellness For Special Populations” Course, Anita M. Gust Sep 2026

Lessons Learned From An Experiential Learning Project In An “Exercise And Wellness For Special Populations” Course, Anita M. Gust

Educational Practices in Kinesiology

Experiential learning (EL) is a vital pedagogical approach in higher education and is an integral part of exercise science; however, research on its effectiveness within the discipline is limited. The purpose of this study was to 1) determine if an experiential learning project designed for an “Exercise and Wellness for Special Populations” course was effective for achieving the learner outcomes, and 2) to identify what additional lessons, beyond the course learning outcomes, were learned from the experiential learning project. In this retrospective study, students’ written reflections using the DEAL (Describe, Evaluate, Articulate Learning) model served as data. A content analysis …


Post-Covid Era Technological Needs Of Teachers For Enhanced Quality Education In Public Senior Secondary School In Ogun State, Kassim O. Ajayi Prof, Rachael O. Agbajeola Dr., Hairat K. Adedeji Mrs. Sep 2026

Post-Covid Era Technological Needs Of Teachers For Enhanced Quality Education In Public Senior Secondary School In Ogun State, Kassim O. Ajayi Prof, Rachael O. Agbajeola Dr., Hairat K. Adedeji Mrs.

Academic Leadership Journal in Student Research

The global COVID-19 pandemic has sparked ongoing discussions on how to manage its impact on teaching and learning processes. As a result, the adoption of Information and Communication Technology (ICT) as an alternative to traditional in-person learning has become essential. This study aimed to assess the technological needs of teachers and administrators in the post-COVID era to enhance the quality of education in public senior secondary schools in Ogun State. Four research questions and three hypotheses were addressed using three research instruments, with the reliability of these instruments confirmed via the Cronbach Alpha method (TTPUNAS = 0.85, ATNAS = 0.81, …


Mpox Coinfection With Coxsackie B Virus In A Transgender Host With Well-Controlled Hiv, Ranel Thaker, Ayesha Khan, Tommy Ojukwu Perdomo, Leilah Tisheh, Sep 2026

Mpox Coinfection With Coxsackie B Virus In A Transgender Host With Well-Controlled Hiv, Ranel Thaker, Ayesha Khan, Tommy Ojukwu Perdomo, Leilah Tisheh,

Journal of Community Hospital Internal Medicine Perspectives

Background: Mpox (formerly monkeypox) is a double-stranded DNA virus with increasing global prevalence, particularly among men who have sex with men (MSM) and individuals living with HIV. Co-infections with other viruses such as HSV and Varicella have been reported, but no documented cases with Coxsackievirus exist to date.

Case: We report the first known case of co-infection with Mpox and Coxsackie B virus in a 30-year-old transgender female with well-controlled HIV. The patient presented with a diffuse painful rash, perianal lesions, rectal pain, and constitutional symptoms. Physical examination revealed characteristic vesiculopustular lesions of Mpox, and laboratory testing confirmed …


Acute Liver Injury Likely Induced By Alpha Lipoic Acid Contained In Dietary Supplement, Simona Maksimyan, Jonathan V. Reyes, Kasim Kazbay, Farah K. Gazi Sep 2026

Acute Liver Injury Likely Induced By Alpha Lipoic Acid Contained In Dietary Supplement, Simona Maksimyan, Jonathan V. Reyes, Kasim Kazbay, Farah K. Gazi

Journal of Community Hospital Internal Medicine Perspectives

The rise in use of herbal and dietary supplements, which are regulated as food rather than as drugs by the Food and Drug Association, poses the risk of unknown and potentially severe side effects. We describe the case of acute liver injury, characterized by significant elevation in AST and ALT, likely induced by the consumption of an over-the-counter supplement containing alpha lipoic acid (ALA). Our patient trusted in a “natural” alternative to Western medicine for management of neuropathy, which was ultimately detrimental to her liver. An immediate and sustained improvement in liver enzyme levels was noted with discontinuation of the …


The Hospitalist Support Team: The Foundation For Supporting A Seven-Specialty Hospitalist Group, Michael S. Wang, Austin Tiesenga, Tho Nguyen, William Schreiner, Gwendolyn Brainard, Samantha Labay Sep 2026

The Hospitalist Support Team: The Foundation For Supporting A Seven-Specialty Hospitalist Group, Michael S. Wang, Austin Tiesenga, Tho Nguyen, William Schreiner, Gwendolyn Brainard, Samantha Labay

Journal of Community Hospital Internal Medicine Perspectives

Hospitalist medicine has grown considerably over the last 30 years. What began as internal medicine physicians filling the role of primary care physicians for their hospitalized patients has expanded to other specialties. This growth has created a need for both administrative and clinical support for these hospitalist specialties. To meet the needs of the adult Internal medicine-based group, a small community hospital created an administrative structure in order to facilitate clinical and administrative needs. As the administrative group began providing support to other specialties, this led to integration within the group. The program has grown to seven specialties and 56 …


System And Method For Knowledge Reuse From Infrastructure Interaction Exhaust And Cross-Agent Behavioral Metadata Inference, Eric Zavesky Sep 2026

System And Method For Knowledge Reuse From Infrastructure Interaction Exhaust And Cross-Agent Behavioral Metadata Inference, Eric Zavesky

Defensive Publications Series

A system and method for cross-agent behavioral pattern learning and knowledge reuse from infrastructure interaction exhaust. The system passively captures interaction traces from multiple actors - including autonomous agents, semi-automated processes, and human users - as they interact with databases, APIs, and infrastructure endpoints through heterogeneous surfaces. A semantic inference layer analyzes captured traces to infer properties beyond raw telemetry, including organic field discovery, relevance weighting, prompt-level field alias mining, role frequency and sensitivity determination, and retry-aware intent detection. A pattern sanitization module strips individual actor identity and raw data values while preserving role-scoped organizational tokens, producing parameterized patterns with …


Studying Extreme Weather Event Impacts For Transit-Reliant Unhoused Populations, Costanza Rampini, Serena Alexander, Jeff Wootton, Amruta Ashish Gandhi Sep 2026

Studying Extreme Weather Event Impacts For Transit-Reliant Unhoused Populations, Costanza Rampini, Serena Alexander, Jeff Wootton, Amruta Ashish Gandhi

Mineta Transportation Institute

No abstract provided.


The State Of The Unions 2026: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald Sep 2026

The State Of The Unions 2026: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald

Publications and Research

The 2026 State of the Unions report finds that while union density remains strong in New York, membership rates remain largely unchanged, despite renewed organizing, successful strikes and strong public support for labor. Union density stands at 20.5 percent in New York City and 20.9 percent statewide, more than double the national rate of 10 percent, yet well below levels recorded two decades ago. The report also examines the persistent divide between public- and private-sector unionization, the industries and workers sustaining organized labor, and the forces limiting growth. A special section considers Mayor Zohran Mamdani’s labor-friendly record and the opportunities …