Digital Commons Network^™

The Invisible Costs Of Privatizing Welfare: Administrative Burdens In Contracted Medicaid, Soyun Jeong

Electronic Theses & Dissertations (2024 - present)

Why do governments favor contracting out social services? Do private actors guarantee a better service experience for citizens? How should we understand the trade-off between efficiency and high-quality service delivery? These are the central questions that motivate this dissertation. Focusing on Medicaid, one of the largest social safety net programs in the United States, this dissertation investigates the impact of outsourcing Medicaid delivery to private health insurance companies. It explores how this privatized structure generates administrative burdens and shapes policy feedback effects. Theoretically, this project seeks to bridge the administrative burden and policy feedback literature by examining how burdensome policy …

Three Essays On Addressing Conflicts And Consensus During Energy Transitions, Paul Inseok Jo

Electronic Theses & Dissertations (2024 - present)

Addressing the current climate crisis becomes more urgent, but also controversial. This is because the move toward a renewable energy system tends to produce new winners and losers by generating disproportionate outcomes across different stakeholders. Given this context, more actors and organizations are engaged in the policymaking process of energy transitions while competing or cooperating to defend their interests and values. Therefore, it is pivotal to understand these dynamic interactions to achieve a just transition based upon energy justice. This research thus strives to respond to this research question: How can different coalitions and stakeholders reach consensus by mitigating tensions …

Officers’ Perceptions Of Body-Worn Cameras: An Exploratory Study Of Small Police Departments In Upstate New York, Stefan A. Dela Riva

Electronic Theses & Dissertations (2024 - present)

The aim of this exploratory study is to examine how police officers perceive the impact of body-worn cameras (BWCs) on their use of discretion when communicating with members of the public. In this context, “discretion” refers to an officer’s authority to make independent judgments while enforcing the law; deciding whether to issue a warning, make an arrest, or resolve an incident informally when legality permits. To understand officers’ opinions, a cross-sectional, quantitative online survey was distributed to various police departments and sheriff’s offices in upstate New York. Participants completed a series of Likert-style survey items addressing their general views on …

Explaining Mass Shooting Motivations: A Case Survey Analysis Of Us Mass Shootings (2006-2024), Isaiah H. Harris

Electronic Theses & Dissertations (2024 - present)

Research on the motivations behind mass shootings remains inconclusive as these events often lack a singular or explicit cause. The motivations of mass shooters are complex, shaped by the interplay of psychological, social, and ideological factors. While some attacks are clearly driven by extremist beliefs, others appear to stem from less defined forces such as depravity or sadistic intent. Existing typologies, such as Langman’s (2009) analysis of school shooters, offer valuable insight but are limited in scope. This study expands upon previous research by examining U.S. mass shootings from 2006 to 2024 to determine whether such events are more frequently …

Welfare States And Imprisonment Rates: Revisiting The Study Of Public Assistance And Punishment In The United States, Stefan Ivanov

Electronic Theses & Dissertations (2024 - present)

In the past fifty years, the United States has seen significant changes in both the criminal legal system and the welfare state. The incarceration rate surged by 475% from 1972 to 2007, driven by state-level decisions about criminal legal policy and disproportionately affecting Black Americans. Simultaneously, welfare programs became less generous, especially for those deemed “undeserving.” A long line of social science scholarship emphasizes that these two major social institutions—the welfare state and the carceral state—must be considered as complementary and alternative methods of managing marginalized groups. Quantitative research often confirms these claims, finding a durable inverse relationship between welfare …

Effects Of Actualized Language Policy On Ukrainian Stability, 1989-2022, Dawn Hersey

Electronic Theses & Dissertations (2024 - present)

This dissertation seeks to generate a new perspective of the complicated relationship between actualized policy and stability through looking at Ukraine’s language policies and stability in a mixed manner approach that includes both primary and secondary sources. Russia justified its irridentist activities through claiming to protect Russian nationals within Ukraine’s borders: language policies within Ukraine appear to be a trigger for Russian antagonism. Neither Russian irridentism nor Ukrainian nationalism are being considered as right or wrong in this dissertation: the intent is to highlight trends, patterns, and perceptions in alignment with Ukrainian language policy. This dissertation does not present a …

Challenges In Financial Prosperity: Cutback Management And Bounded Rationality In New York State School Districts, Moontae Hwang

Electronic Theses & Dissertations (2024 - present)

The Great Recession posed unexpected fiscal challenges for public sector entities, particularly small and mid-sized organizations such as school districts, which operate with limited revenue flexibility and constrained managerial capacity. While the recession was a macroeconomic event, which could be an exogenous shock to state and local governments beyond their control, state and local policy responses played a critical role in shaping its long-term effects on local public services. Scholars have emphasized the importance of long-term perspectives among policymakers and public managers to sustain the quality of public services during crises. However, the heightened uncertainty of the recession also constrained …

Naloxone Availability And Affordability: An Analysis Of Pharmacies Across New York State, Dina R. Maloney

Electronic Theses & Dissertations (2024 - present)

The United States (US) has experienced a significant increase in the number of opioid overdose deaths since 1999. Drug overdoses are now the leading cause of accidental death in the US, surpassing other injury causes such as motor vehicle accidents. Opioids are most commonly associated with drug overdose deaths. The opioid overdose reversal medication naloxone, commonly known by the brand name Narcan®, has gained popularity in recent years as a critical tool for reducing the number of opioid overdose deaths. Naloxone Access Laws (NALs) and standing orders have been implemented by states nationwide in an effort to increase the availability …

Different Responses Involving Tfh Cells Delay Parasite-Specific Antibody Production In Trypanosoma Cruzi Acute Experimental Models, Ana Carolina Leão, Maria Jose Villar, Rakesh Adhikari, Cristina Poveda, Leroy Versteeg, Gregório Almeida, Peter J Hotez, Maria Elena Bottazzi, Kathryn M Jones

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Chagas disease (CD), caused by the parasite Trypanosoma cruzi, affects millions globally. Despite treatment options in the acute phase, most infections progress to a chronic indeterminate form or develop severe cardiac/gastrointestinal complications. Understanding the immune response is crucial for the development of vaccines and more efficient drugs for the disease control.

Methods: This work investigates the immune response to T. cruzi H1 K68 strain infection in female BALB/c and C57BL/6 mice to characterize differences in Tfh and B cell responses that may be involved in the poor parasite-specific antibody production during acute infection. For this, mice were euthanized …

Methadone For Critically Ill Patients Under Mechanical Ventilation In The Intensive Care Unit: A Systematic Review, Sérgio Martins Pereira, Megan Abbott, João Francisco Figueiredo Marcondes Ferraz, Akash Goel, Andrea Rigamonti, Charmaine De Castro, Lisa Burry, Airton Leonardo De Oliveira Manoel, Michael Chaim Sklar

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Pain may pose significant challenges in the intensive care unit, especially in mechanically ventilated patients. Methadone has recently emerged as an alternative option for eliciting acute analgesia. In this systematic review, we evaluated the use of methadone in mechanically ventilated patients in the intensive care unit.

Source: We searched MEDLINE, EMBASE, Wiley's Cochrane Library, CINAHL, PubMed (non-MEDLINE), Scopus, and LILACS databases from inception to January 24th, 2025. Eligible studies included randomized controlled trials and observational studies that compared the use of methadone to the standard of care or to other analgosedation strategies in mechanically ventilated patients in the intensive …

Deep Brain Stimulation For Childhood Treatment-Resistant Obsessive-Compulsive Disorder: Mental Health Clinician Views On Candidacy Factors, Ilona Cenolli, Tiffany A Campbell, Natalie Dorfman, Meghan Hurley, Jared N Smith, Kristin Kostick-Quenet, Eric A Storch, Jennifer Blumenthal-Barby, Gabriel Lázaro-Muñoz

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Deep brain stimulation (DBS) is approved under a humanitarian device exemption to manage treatment-resistant obsessive-compulsive disorder (TR-OCD) in adults. It is possible that DBS may be trialed or used clinically off-label in children and adolescents with TR-OCD in the future. DBS is already used to manage treatment-resistant childhood dystonia. Evidence suggests it is a safe and effective intervention for certain types of dystonia. Important questions remain unanswered about the use of DBS in children and adolescents with TR-OCD, including whether mental health clinicians would refer pediatric patients for DBS, and who would be a good candidate for DBS.

Objectives: …

Whipped Into Shape: Infrastructure As Punishment For The Unruly Citizen, Eliza Mortimer

Anthós

This article interrogates how inflexible designs and policies of airline seating, as well as critical socio-political rhetoric, discipline and marginalize bodies that do not conform to normative standards. Situating airline seating within fat and disability studies models, Mortimer argues that these punitive measures are not neutral, but rather reflective of cultural narratives of productivity, morality, and bodily discipline. Mortimer draws from ethnographic analyses of first-person accounts and policy reviews to demonstrate how shrinking seats, rigid policies, and moralized discourse construct a “space of calculability” that pressures fat individuals to monitor and minimize their bodies to justify their presence in public …

Agu's Scientific Legacy, Eileen E. Hofmann, Tissa Illangasekare, Francis A. Macdonald, Michael J. Mcphaden, Anne Meltzer, Imke De Pater, Susan J. Roberts, Anne M. Thompson

OES Faculty Publications

The AGU community is a resource for insights into how past research has influenced today's science and will continue to inform the Earth and Space sciences of the future. To capture the voices and opinions from this community, three interviews were held at the 2024 AGU Meeting and broadcast on AGUTV. The interviews with Richard Alley, Susan Lozier and Rana Fine aligned with the daily themes for the 2024 AGU Meeting. The interviewees shared insights from their experiences about the importance of science and how science has shaped their careers and society.

A Hybrid Cloud Data Lake Architecture Supporting The Integration Of Clinical And Genomics Data, Apollo Mcowiti, Heidi Dowst, Fei Zheng, Susan Hilsenbeck, Christopher Amos

Center for Medical Ethics and Health Policy Staff Publications

Objective: Cancer centers must quickly integrate clinical genomics data from different vendors for oncology operations and research. Clinical data warehouse architectures are costly to construct and brittle, and they are not readily amenable to the rapid changes in oncology research. We introduce a cost-effective hybrid cloud Data Lake architecture for storing clinical genomic data from different vendors, aiding both clinical and research workflows.

Methods: We created a Data Lake architecture based on the zone architecture, with four layers: ingestion, storage, transformation, and interaction. The layers are implemented with a hybrid cloud architecture. Rich metadata created from patient and genomic data …

Moving Beyond Simplistic Research Design In Health Professions Education: What A One-Group Pretest-Posttest Design Will Not Prove, S Beth Bierer, Gary Beck Dallaghan, Nicole J Borges, Sam Brondfield, Cha Chi Fung, Kathryn N Huggett, Cayla R Teal, Satid Thammasitboon, Colleen Y Colbert

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Educational research presents unique study design challenges. Novice researchers in health professions education (HPE) frequently misuse the one-group pretest-posttest design, highlighting the need for improved training in research design. This workshop aimed to enhance understanding of research design among novice HPE researchers, specifically addressing the inherent limitations of the one-group pretest-posttest design and offering alternative approaches.

Methods: Experienced HPE researchers developed this workshop to address common misunderstandings of research design. Leaders from the AAMC Medical Education, Scholarship, Research, and Evaluation section facilitated 60-75-minute workshops conducted at the four 2024 regional meetings hosted by the AAMC Group on Educational Affairs …

When Families Bridge The Research-Clinical Divide: An Exploration Of Values Regarding Cascade Screening In Genomic Research, Katherine E Bonini, Lauren R Desrosiers-Battu, Ann Katherine M Foreman, Nuriye N Sahin-Hodoglugil, Mary A Majumder, Candice R Finnila, Stephanie A Kraft, Laura M Amendola, Eimear E Kenny, Stephanie M Fullerton, Sara L Ackerman, Benjamin S Wilfond, Amy L Mcguire, Hadley Stevens Smith

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Genetic results are important for both patients and their biological relatives. However, cascade screening (CS) uptake is low, especially when testing occurs through research programs and not clinical care. Ethical guidance is needed for CS implementation when individuals receive clinical genetic results through research.

Methods: We conducted focus groups with 3 groups of individuals in the Clinical Sequencing Evidence-Generating Research Consortium: clinicians, patient representatives, and scholars of the ethical, legal, and social implications of genomics. We used inductive thematic and comparative analyses to analyze data within and across the groups.

Results: All participants (n = 27) agreed that …

Talking About Suffering In The Intensive Care Unit, Brent M Kious, Judith B Vick, Peter A Ubel, Olivia Sutton, Jennifer Blumenthal-Barby, Christopher E Cox, Deepshikha Ashana

Center for Medical Ethics and Health Policy Staff Publications

Background: Some have hypothesized that talk about suffering can be used by clinicians to motivate difficult decisions, especially to argue for reducing treatment at the end of life. We examined how talk about suffering is related to decision-making for critically ill patients, by evaluating transcripts of conversations between clinicians and patients' families.

Methods: We conducted a secondary qualitative content analysis of audio-recorded family meetings from a multicenter trial conducted in the adult intensive care units of five hospitals from 2012-2017 to look at how the term "suffering" and its variants were used. A coding guide was developed by consensus-oriented discussion …

Investigative Genetic Genealogy Practices Warranting Policy Attention: Results Of A Modified Policy Delphi, Christi J Guerrini, Louiza Kalokairinou, Jill O Robinson, Whitney Bash Brooks, Stephanie M Fullerton, Sara Huston, Jacklyn Dahlquist, Diana Madden, Norah Crossnohere, Nicola Campoamor, John F P Bridges, Amy L Mcguire

Center for Medical Ethics and Health Policy Staff Publications

A technique known as investigative genetic genealogy (IGG) was first introduced to criminal investigations in 2018, and it has since been used by U.S. law enforcement to help identify hundreds of criminal perpetrators and unidentified human remains. As expertise in IGG grows, policymakers have shown interest in regulating it. To help inform these efforts and to promote coherence in IGG governance as it expands, we recruited experts representing a spectrum of IGG-relevant professions and perspectives to identify and prioritize IGG practices for policy attention and to develop policy options for addressing them. In two rounds of a modified policy Delphi, …

Survivorship From Pediatric And Adult Brain Tumors: The 2024 Brain Tumor Epidemiology Consortium Meeting Report, Scott L Coven, Roberta Mckean-Cowdin, Michael E Scheurer, Kimberly J Johnson, Luc Bauchet, Carol Kruchko, Ching C Lau, Quinn T Ostrom, John Villano, Yan Yuan, Friederike Erdmann

Center for Medical Ethics and Health Policy Staff Publications

The Brain Tumor Epidemiology Consortium (BTEC) is an international organization with membership of individuals from the scientific community with interests related to brain tumor epidemiology, including surveillance, classification, methodology, etiology, and factors associated with morbidity and survival. The 2024 annual BTEC meeting entitled “Survivorship from Pediatric and Adult Brain Tumors” was held in Mainz, Germany, USA, on May 15–17, 2024. The meeting gathered scientists from Africa, Australia, Europe, and North America and included 4 keynote sessions focusing on brain tumor survivorship across the age spectrum. The meeting included 3 abstract sessions, which also included scientific talks around brain …

On Minimizing Risk And Harm In The Use Of Psychedelics, Jules Evans, Marc Aixalà, Brian T Anderson, William Brennan, Rebecka Bremler, Joost J Breeksema, Lisa Burback, Abigail E Calder, Robin L Carhart-Harris, Katherine Cheung, Neşe Devenot, Ingmar Gorman, Jakub Greń, Peter S Hendricks, Brian Holoyda, Edward Jacobs, Joy Krecké, Daniel J Kruger, David Luke, Tomislav Majić, Amy L Mcguire, Nicky J Mehtani, David S Mathai, Kristin Nash, Tehseen Noorani, Roman Palitsky, Oliver C Robinson, Otto Simonsson, Elin Stahre, Michiel Van Elk, David B Yaden

Center for Medical Ethics and Health Policy Staff Publications

Objective: This article outlines recommendations from 30 psychedelic researchers on how to create a better psychedelic safety net.

Methods: A survey of 30 psychedelic researchers asked them to identify key critical research gaps around psychedelic harm and safety.

Results: The critical research gaps identified by the authors included defining the main types of psychedelic harm, the predictors of those harms, and the most effective way to treat those harms. They also call for better support for those experiencing post-psychedelic difficulties, including better online information, peer support groups, affordable therapy, and psychiatric consultation and medication. Finally, the authors call for better …

A Landscape Analysis Of Psychedelic Retreat Organizations Advertising Online, Logan Neitzke-Spruill, Caroline S Beit, Jill Oliver Robinson, Nikita Singh, Srijith Kambala, Rishi Ramesh, Amy L Mcguire

Center for Medical Ethics and Health Policy Staff Publications

Research into psychedelics' clinical potential has corresponded to a growth in public interest and adult use. One common pathway to accessing psychedelics is through psychedelic retreats. While individual retreats have been characterized in the anthropological literature, no systematic evaluation of the psychedelic retreat industry exists. Assessing the characteristics of the psychedelic retreat industry is critical to understanding the associated ethical, legal, and social implications and ensuring consumer safety. To this end, we conducted a landscape analysis of online, publicly available information to capture and characterize a broad range of organizations offering psychedelic retreats and marketing to English-speaking consumers. From July …

Reframing Stigma In Tourette Syndrome: An Updated Scoping Review, Kelly Pring, Melina Malli, Brandy W Hardy, Stephen R Rapp, Eric A Storch, Jonathan W Mink, Jaclyn M Martindale

Center for Medical Ethics and Health Policy Staff Publications

Persistent tic disorders (PTD) such as Tourette's syndrome (TS) are common childhood-onset neurodevelopmental disorders. Stigmatization of individuals with these disorders remains an ongoing problem. The purpose of this scoping review is to serve as an updated review of the research regarding stigmatization in youth with PTD since the publication of the original systematic review about this topic in 2016. The electronic databases Embase, Web of Science, PubMed, PsycINFO, and CINAHL were searched. Of the 4751 initial articles screened after removing duplications, 47 studies met the inclusion criteria. The studies were examined under the social-ecological stigmatization model, which helps categorize stigmatization …

Patient-Centric Federated Learning: Automating Meaningful Consent To Health Data Sharing With Smart Contracts, Kristin M Kostick-Quenet, Marcelo Corrales Compagnucci, Mateo Aboy, Timo Minssen

Center for Medical Ethics and Health Policy Staff Publications

Federated Learning (FL) promises to enhance data-driven health research by enabling collaborative machine learning across distributed datasets without direct data exchange. However, current FL implementations primarily reflect the data-sharing interests of institutional controllers rather than those of individual patients whose data are at stake. Existing consent mechanisms-like broad consent under HIPAA or explicit consent under the GDPR-fail to provide patients with control over how their data is used. This article explores the integration of smart contracts (SCs) into FL as a mechanism for automating, enforcing, and documenting consent in data transactions. SCs, encoded in decentralized ledger technologies, can ensure that …

Advancing Medical Applications Of Cancer Nanotechnology: Highlighting Two Decades Of The Nci's Nanotechnology Characterization Laboratory Service To The Research Community, Rachael M Crist, Yechezkel Barenholz, Ahuva Cern, Kate N Clark, Pieter R Cullis, Cheryl Dean, Neil Desai, Mauro Ferrari, Matthieu Germain, Carmen A Giacomantonio, Emma Grabarnik, Piotr Grodzinski, Atara Hod, Barry E Kennedy, Ruvanthi N Kularatne, Glen S Kwon, Emmanuel Loeb, Erin B Noftall, Len Pagliaro, Morteza Rasoulianboroujeni, Alexander Roth, Darren Rowles, Kulbir Singh, Nicole F Steinmetz, Zhanna Yehtina, Yao Zhang, Daniel Zilbersheid, Jeffrey D Clogston, Stephan T Stern, Marina A Dobrovolskaia

Center for Medical Ethics and Health Policy Staff Publications

The Nanotechnology Characterization Laboratory (NCL) is a US federally funded resource providing characterization and expertise to the cancer nanomedicine research community. Founded as a formal partnership among the US National Cancer Institute (NCI), the US Food and Drug Administration (FDA), and the US National Institute of Standards and Technology (NIST), the NCL has spent two decades developing a one-of-a-kind service with broad multidisciplinary expertise to meet the needs of a rapidly evolving drug development field. To mark the 20th anniversary of the lab's founding, the NCL hosted a symposium to highlight the achievements of the cancer nanomedicine field, showcase novel, …

Examining Treatment Options In Youth With Major Depressive Disorder: Observations From The Tx-Ydsrn Registry Study, Emine Rabia Ayvaci, Karabi Nandy, Ryan Becker, Laura Stone, Abu Minhajuddin, Holli Slater, Lynnel C Goodman, Sarah M Wakefield, Eric A Storch, Joseph C Blader, Cesar A Soutullo, Graham J Emslie, Madhukar H Trivedi

Center for Medical Ethics and Health Policy Staff Publications

Objective: Treatment decisions for depression are a complex process, influenced by factors such as clinical characteristics, socioeconomic factors, and patient/caregiver preferences. This study examines the characteristics of treatment options during the first month of enrollment among depressed youth.

Methods: Data for 646 depressed youth were extracted from the Texas Youth Depression and Suicide Research Network study. Participants' treatments during the first month were categorized as no treatment (NT), psychotherapy only (THER), pharmacotherapy only (MED), or a combination of psychotherapy and pharmacotherapy (COMB). Sociodemographic and clinical features were compared across these treatment types.

Results: 7% were on NT, 5% on THER, …

Adolescent And Caregiver Preparation For Legal Changes At Age 18, Blanca Sanchez-Fournier, Jordyn Babla, Mary Majumder, Beth H Garland, Constance M Wiemann, Albert C Hergenroeder

Center for Medical Ethics and Health Policy Staff Publications

Background: Most adolescents with special healthcare needs (ASHCN) will assume legal responsibility for making decisions about their medical treatment at age 18. Simultaneously, parents or other legal representatives (Caregivers) will lose ASHCN medical record access. This study examined ASHCN and Caregiver knowledge of, satisfaction with, and suggestions for improvement in preparing for these changes.

Methods: Eighty-three dyads (18-year-old ASHCN and Caregivers) completed an assessment to evaluate their knowledge about changes in responsibility for decision making with a focus on consent, satisfaction with the preparation received, and recommendations for improved preparation. Descriptive statistics and mean comparisons were used. Responses to open-ended …

Impact Of Personalized Risk Scores On Shared Decision Making In Left Ventricular Assist Device Implantation: Findings From A Qualitative Study, Holland Kaplan, Kristin Kostick-Quenet, Benjamin Lang, Robert J Volk, Jennifer Blumenthal-Barby

Center for Medical Ethics and Health Policy Staff Publications

Objective: To assess stakeholders' perspectives on integrating personalized risk scores (PRS) into left ventricular assist device (LVAD) implantation decisions and how these perspectives might impact shared decision making (SDM).

Methods: We conducted 40 in-depth interviews with physicians, nurse coordinators, patients, and caregivers about integrating PRS into LVAD implantation decisions. A codebook was developed to identify thematic patterns, and quotations were consolidated for analysis. We used Thematic Content Analysis in MAXQDA software to identify themes by abstracting relevant quotes.

Results: Clinicians had varying preferences regarding PRS integration into LVAD decision making, while patients and caregivers preferred real-time discussions about PRS with …

Ethical, Legal, And Social Issues In Metaverse-Enabled Healthcare, Kristin M Kostick-Quenet, Vasiliki Rahimzadeh

Center for Medical Ethics and Health Policy Staff Publications

Metaverse is heralded by some as the next iteration of the internet. It offers three-dimensional, immersive virtual spaces, where users, represented as avatars, can synchronously work, play, interact, and transact. Initially developed within the realm of massive multiplayer online role-playing games, the metaverse now extends into sectors such as music, entertainment, retail, real estate, and, more recently, healthcare. Users engage in the metaverse using augmented reality or virtual reality (AR/VR) headsets that interoperate with other sensory devices to integrate biofeedback and multimodal data streams.1 In this article, the authors offer a conceptual synthesis and anticipatory policy analysis grounded in …

The Effects Of Chronic Absenteeism On Average Daily Attendance Funding In Humboldt County Elementary Schools, Corabelle A. Esmailian

Cal Poly Humboldt theses and projects

Chronic absenteeism is linked to poor academic performance and lower social-emotional skills, both of which can have long-term effects on students and their communities. The California Department of Education uses average daily attendance (ADA) to determine most of the funding that public schools receive. When a student is absent, their school loses a portion of potential funding for that day. This study explores chronic absenteeism’s impact on the funding of Humboldt County’s elementary schools with a sequential exploratory research strategy and critical systems lens. Interviews with elementary administrators were conducted using a phenomenological approach to understand how this affects their …

Knowledge Diffusion In Networks Of Artificial Learners, Ehsan Beikihassan

Dissertations

The dissertation draws inspiration from the topic of peer learning in the social sciences and the study of information dissemination and knowledge diffusion in network science. In particular, it introduces and studies a setting involving a population or network of artificial learners, with the objective of optimizing aggregate performance measures under constraints on training resources. In this context, natural knowledge diffusion processes in networks of interacting artificial learners are studied. The term "natural" refers to processes that emulate human peer learning, where the internal state and learning processes of students remain largely opaque, and the main degree of freedom lies …