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2025

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Psychological Reactance Theory And Tax Evasion Intentions, Diana Falsetta, Brian C. Spilker Jan 2025

Psychological Reactance Theory And Tax Evasion Intentions, Diana Falsetta, Brian C. Spilker

Faculty Publications

This study experimentally examines how tax administration service inefficiencies in the form of tax return processing delays from paper-filed tax returns indirectly affect taxpayer tax evasion intentions through taxpayers’ psychological reactance to the delay. We further consider whether this indirect effect is different when the taxpayer willingly chooses to paper file their tax return versus when the taxpayer is forced to do so. Consistent with Psychological Reactance Theory (PRT), we find that when taxpayers receive delayed refunds, they experience psychological reactance (e.g., anger and frustration with the tax administration) that increases their tax evasion intentions. Further, we find that the …

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An House For The Lord: Solomon's Temple And Temple Worship In Ancient Israel, Dan Belnap Jan 2025

An House For The Lord: Solomon's Temple And Temple Worship In Ancient Israel, Dan Belnap

Faculty Publications

It would not be exaggeration to say that at the center of Old Testament history and theology is covenantal worship and the temple. From the Garden of Eden to the altars constructed by Abraham and the patriarchs, and the portable tabernacle of Moses, the concept of sacred space plays a fundamental role throughout biblical history and in the life of ancient Israel. But during the period of the monarchy, it became possible to construct a permanent house for the Lord. Thus, the construction and dedication of the temple are the primary subject within Solomon’s narrative arc. This chapter explores the …

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Redesigning Executive Incentives: The Rising Role Of Subjective Performance Measures, Zackery D. Fox Jan 2025

Redesigning Executive Incentives: The Rising Role Of Subjective Performance Measures, Zackery D. Fox

Faculty Publications

Despite the growing use of subjective performance incentives used in executive bonuses, empirical evidence on their effectiveness remains inconclusive. This study explores three aspects of subjective metrics in bonus plan design: their prevalence, the goals they target, and their impact on managerial behavior and firm outcomes. First, I document 53.8 percent of CEO bonus plans include at least one subjective performance measure, and among these plans, an average of 38.9 percent of total bonus weight is allocated to these measures. Using machine learning, I show subjective metrics target incentives related to employees, firm culture, and executive performance. Second, using the …

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Farmers' Experiences Of Transitioning Towards Agroecology: Narratives Of Change In Western Europe, Maria Markiewicz-Keszycka, Áine Macken-Walsh, Aileen Carter, Simon Mooney, Emma J. Devereux, Maeve Henchion, Paul Hynds Jan 2025

Farmers' Experiences Of Transitioning Towards Agroecology: Narratives Of Change In Western Europe, Maria Markiewicz-Keszycka, Áine Macken-Walsh, Aileen Carter, Simon Mooney, Emma J. Devereux, Maeve Henchion, Paul Hynds

Conference papers

Transitioning to agroecology on dairy and beef farms is touted as a sustainable response to environmental externalities. The current study conducted narrative interviews with farmers who transitioned towards agroecological food production by implementing pro-environmental diversification measures in the Republic of Ireland, the United Kingdom and France. The study aimed to determine farmers' experiences of agroecology and used a thematic approach for the analysis. Results indicate that the motivations, values and principles of farmers transitioning to agroecology are closely aligned with the ideology of the new/peasantry. Farmers' decisions were primarily influenced by ecological principles and a sense of responsibility towards environmental …

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Social Care Worker: The Shaping Of An Emerging Title., Martin Power Jan 2025

Social Care Worker: The Shaping Of An Emerging Title., Martin Power

Irish Journal of Applied Social Studies

The inclusion of the title social care worker in the Health and Social Care Professionals Act (2005) was a crucial development in the journey toward the professionalisation of social care work. With the two year grand-parenting window for entry to the register closed at the end of November 2025, the regulation of social care work has now begun. While this will mean that a definitive number rather than estimates of the number of social care workers in Ireland will be available, ambiguities remain. For example, in spite of the passing of two decades since the inclusion of social care worker …

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The Influence Of Financial Data Subscriptions On Analyst Research, Braiden Coleman, Travis Dyer, Mark Lang Jan 2025

The Influence Of Financial Data Subscriptions On Analyst Research, Braiden Coleman, Travis Dyer, Mark Lang

Faculty Publications

We use disclosed “source” data from analyst reports to infer brokerage financial data subscriptions (FDS) and investigate their effects on analyst research. When brokerages add FDS, their analysts’ forecast accuracy increases. Effect sizes are at least as large as those for analyst experience, busyness, and brokerage size. Benefits are largest for less experienced and busier analysts with less private access to management forecasting over longer horizons. Although adding new FDS benefits individual analysts, there is substantial overlap in FDS across brokerages, leading to homogenized market views. Specifically, when brokerages have overlapping FDS, their analysts’ forecasts, timing, boldness, recommendations, report content, …

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The Future Performance Implications Of Non-Gaap Motivated Investment, Minkwan Ahn, Theodore E. Christensen, Ryan G. Johnson, Melissa F. Lewis-Western Jan 2025

The Future Performance Implications Of Non-Gaap Motivated Investment, Minkwan Ahn, Theodore E. Christensen, Ryan G. Johnson, Melissa F. Lewis-Western

Faculty Publications

We investigate whether consistent non-GAAP reporting is associated with investment efficiency. Prior research finds a positive association between non-GAAP reporting and investment levels, concluding that it represents overinvestment. We corroborate this positive association, but additional tests are not consistent with the conclusion of inefficient overinvestment. Specifically, we explore the relation between investment and future cash flows as a proxy for the realization of investments in positive net present value projects. We find that the investments of firms that consistently report non-GAAP metrics are associated with similar or higher future cash flows than the investments of firms reporting only GAAP earnings, …

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W448-002b-03 - College Of Visual And Performing Arts: Theatre And Dance: Theater Season Records, College Of Visual And Performing Arts Jan 2025

W448-002b-03 - College Of Visual And Performing Arts: Theatre And Dance: Theater Season Records, College Of Visual And Performing Arts

University Archives Finding Aids

No abstract provided.

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Epistolary Technologies Of Separation And Archives Of Emotion, James Daybell Jan 2025

Epistolary Technologies Of Separation And Archives Of Emotion, James Daybell

School of Law, Humanities and Social Sciences

No abstract provided.

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Advancing Point-Of-Care Testing With Nanomaterials-Based Screen-Printing Electrodes, S. Nazir Jan 2025

Advancing Point-Of-Care Testing With Nanomaterials-Based Screen-Printing Electrodes, S. Nazir

School of Engineering, Computing and Mathematics

Although numerous studies have been conducted on multiple screen-printing electrodes (SPEs), little emphasis has been placed on systematically assessing scholarly work on nanomaterial-equipped SPEs in bioanalytical research. The fabrication of state-of-the-art portable screen-printing measuring devices represents significant disease monitoring and diagnosis advancements. This review classifies screen-printing electrodes based on the nanomaterials used. It discusses cost, regulatory approvals for portable screen-printing electrodes in point-of-care diagnostics, sensitivity, specificity, size reductions, and proposed solutions. It looks into the significance of new nanomaterials and substrates in fabricating point-of-care diagnostic devices and miniaturisation techniques. The review primarily focuses on the recent downsizing advances that have …

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Intertidal Encounters: Centre For Sustainable Practice In The Arts Quarterly, Sarah Blissett, James Jordan Johnson, Cherry Truluck, Anastasia (A) Alevtin, Monstera Deliciosa, Arbonauts, Sam Hodge, Olga (F) Koroleva Jan 2025

Intertidal Encounters: Centre For Sustainable Practice In The Arts Quarterly, Sarah Blissett, James Jordan Johnson, Cherry Truluck, Anastasia (A) Alevtin, Monstera Deliciosa, Arbonauts, Sam Hodge, Olga (F) Koroleva

School of Art, Design and Architecture

Intertidal Encounters ask: what are the stories cast up by intertidal being/s and how do they come to matter?

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Keynote: New Myths For New Realities: Being 'Up And Doing' In Plymouth, Angela Piccini, Sefryn Penrose Jan 2025

Keynote: New Myths For New Realities: Being 'Up And Doing' In Plymouth, Angela Piccini, Sefryn Penrose

School of Art, Design and Architecture

In this talk, Sefryn Penrose and Angela Piccini discuss projects they've developed as 37 Looe Street Gallery and as arts and heritage consultancy Bureau for the Contemporary and Historic (ButCH). From swanning down the Tamar to the sea to devising and running Gullfest to working as consultants contributing strategy, policy, education, interpretation, and evaluation work for coastal organisations, Sef and Angela are committed to blurring boundaries between creative practice and professional heritage practice as joint forms of world-building. In response to the symposium's focus, Sef and Angela will highlight the importance of working with change and 'loss' through myth, humour …

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Extreme Value Theory Analysis Of High Emitter Trends Across Four Us Cities From 1995 To 2021, M. Matti Maricq, Gary A. Bishop Jan 2025

Extreme Value Theory Analysis Of High Emitter Trends Across Four Us Cities From 1995 To 2021, M. Matti Maricq, Gary A. Bishop

Fuel Efficiency Automobile Test Publications

Extreme value theory provides a direct means to characterize the distribution of high emitters within a vehicle fleet and calculate statistical confidence intervals for comparisons. Defining a “high emitter” as the maximum emitter in a random sample of N vehicles implies in the limit of large N that high emitters follow an extreme value distribution, comprised of three distinct domains. The analysis of over twenty years of roadside remote sensing emissions measurements in Chicago, Denver, Los Angeles and Tulsa reveals clear differences between gasoline vehicle high emitter distributions across pollutants (hydrocarbons (HC), carbon monoxide (CO) and nitric oxide (NO)), but …

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Prevalence And Concentrations Of Four Waste-Pathogen Combinations From Land-Spreading Across High-Income, Temperate Regions: Meta-Modelling And Distribution Fitting For Quantitative Microbial Risk Assessment (Qmra), Jennifer E M Mccarthy, Paul D Hynds, Declan J Bolton, Jesús M Frías Celayeta Jan 2025

Prevalence And Concentrations Of Four Waste-Pathogen Combinations From Land-Spreading Across High-Income, Temperate Regions: Meta-Modelling And Distribution Fitting For Quantitative Microbial Risk Assessment (Qmra), Jennifer E M Mccarthy, Paul D Hynds, Declan J Bolton, Jesús M Frías Celayeta

Research Outputs: 2025-Present

No abstract provided.

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Understanding Truth And Reconciliations Processes In An Art-Based Community Project Which Addresses Experiences Of Iatrogenic Harm In Mental Health Services, Joseph French Jan 2025

Understanding Truth And Reconciliations Processes In An Art-Based Community Project Which Addresses Experiences Of Iatrogenic Harm In Mental Health Services, Joseph French

School of Psychology Theses

Research suggests that some service users may have harmful experiences of mental health services. Truth and reconciliations processes have addressed systemic harm in other contexts. However, these are complex and may have positive and negative impacts. Eight interviews were conducted with seven members of a community arts group which uses a truth and reconciliations approach. Members create art to express harmful experiences of the mental health system and display it at exhibitions where mental health professionals are invited to engage with it. The researcher used a constructivist grounded theory informed approach to understand how artists experienced a truth and reconciliations …

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Exploring Individuals’ Experiences Of Working With Probation Who Have Personality Disorder: A Community-Based Participatory Action Research Approach., Nikki Morfey Jan 2025

Exploring Individuals’ Experiences Of Working With Probation Who Have Personality Disorder: A Community-Based Participatory Action Research Approach., Nikki Morfey

School of Psychology Theses

Utilizing a Community-Based Participatory Action Research approach, semi-structured interviews were used to explore seven individuals’ experiences of working with Probation who self-identified as screening into the Offender Personality Disorder (OPD) Pathway. Interpretative Phenomenological Analysis (IPA) of the data resulted in the construction of six Group Experiential Themes. Findings reflect participant confusion with the Personality Disorder label in light of feeling it was imposed without discussion, speaking to their experiences of the power dynamic in the probation relationship. Participants described being reduced to a case to be managed, with no space to be seen as a person, and a gap between …

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Bridging The Gap: A Mixed Methods Study Of Trainee Clinical Psychologists’ Experiences And Learning Needs For Working With Refugees, With Co-Produced Training Guidelines., Megan Stuart-Richards Jan 2025

Bridging The Gap: A Mixed Methods Study Of Trainee Clinical Psychologists’ Experiences And Learning Needs For Working With Refugees, With Co-Produced Training Guidelines., Megan Stuart-Richards

School of Psychology Theses

AbstractRefugees face unique and traumatising challenges to their mental health across multiple socio-political climates. Services are providing inequitable support for refugees, which lack appreciation of transcultural conceptualisations of mental distress, amongst a backdrop of social injustice. Refugees were employed as Co-researchers to co-produce every stage of this project. Reflexive Thematic Analysis was utilised in this study to examine experiences and learning needs of 79 Trainee Clinical Psychologists (TCP’s) in their survey responses. Novel training guidelines, to be accessed via ‘supplementary materials’, were co-produced alongside scoped learning needs, which contribute to health research and practice. Four interrelated overarching themes became evident. …

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Developing New Memory Tests In Alzheimer’S Disease: A Development And Initial Pilot Study., Áine Maguire Jan 2025

Developing New Memory Tests In Alzheimer’S Disease: A Development And Initial Pilot Study., Áine Maguire

School of Psychology Theses

Objective: This development and pilot study aimed to create and assess the utility and feasibility of using three new computerised memory tests of semantic interference during learning, short-term visual memory binding, and cross-modal associative memory binding with people with Alzheimer’s Disease (AD). Method: The new memory tests were evaluated as potential diagnostic and staging tests in AD using a sample of older adults: 15 with a clinical diagnosis of AD, mean age 70.80±5.41 years; 14 with positive AD biomarkers but no known cognitive impairment (preclinical AD), mean age 70.60±4.49 years; and 15 healthy controls (HCs), mean age 69.60 ±7.38 years. …

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Internally Stowed, Radially Deployed Radiator Panels For Passive Cubesat Thermal Control, Josh R. Cannon, Kyle N. Havey, Noah S. Housley, Rydge B. Mulford, Brian D. Iverson Jan 2025

Internally Stowed, Radially Deployed Radiator Panels For Passive Cubesat Thermal Control, Josh R. Cannon, Kyle N. Havey, Noah S. Housley, Rydge B. Mulford, Brian D. Iverson

Faculty Publications

CubeSats experience significant thermal loads due to solar irradiation and the dissipation from electrical components. The high heat dissipation per unit volume can lead to mission failure if not properly managed. Deployable radiators that are externally stowed and passively actuated in response to changes in CubeSat temperature have been explored as a viable solution. This work describes a radially deployed fin array that is stowed within the CubeSat body when the required heat dissipation is low and passively deploys when the required heat dissipation is high. Internal stowage improves thermal transport to the deployable fins and minimizes heat loss when …

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Espad Ireland 2024. European School Survey Project On Alcohol And Other Drugs, Joan Hanafin, Salome Sunday, Helen Fitzmarice, Luke Clancy Jan 2025

Espad Ireland 2024. European School Survey Project On Alcohol And Other Drugs, Joan Hanafin, Salome Sunday, Helen Fitzmarice, Luke Clancy

Reports

No abstract provided.

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Synthesising Cross-Speaker Data For Low-Resource Pathological Speech Recognition With Peft, Kesego Mokgosi, Milad Dadgar, Cathy Ennis, Robert Ross Jan 2025

Synthesising Cross-Speaker Data For Low-Resource Pathological Speech Recognition With Peft, Kesego Mokgosi, Milad Dadgar, Cathy Ennis, Robert Ross

Conference papers

Dysarthric speech recognition is essential for enhancing communication and accessibility for individuals with speech impairments, yet its development is hindered by a scarcity of robust, speaker-specific datasets. This study explores low-resource dysarthric speech recognition through cross-speaker transfer using synthetic data and parameter-efficient fine-tuning (PEFT). We integrate SpeechT5 text-to-speech (TTS) synthesis with x-vector speaker embeddings to generate speaker-specific dysarthric speech, enabling model adaptation while preserving pathological speech characteristics such as prosodic irregularities. Experiments on the TORGO dataset show that mixed cross-synthetic data with LoRA fine-tuning achieves a WER of 0.17, representing a 71.7% improvement over the standard model (0.60 WER) without …

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Integration Of The Portionsize Ed App Into Snap-Ed For Improving Diet Quality Among Adolescents In Hawaii: A Randomized Pilot Study, Emerald S. Proctor, Kiari H.L. Aveiro, Ian Pagano, Lynne R. Wilkens, Leihua Park, Leilani Spencer, Jeannie Butel, Corby K. Martin, John W. Apolzan, Rachel Novotny, John Kearney, Chloe P. Lozano Jan 2025

Integration Of The Portionsize Ed App Into Snap-Ed For Improving Diet Quality Among Adolescents In Hawaii: A Randomized Pilot Study, Emerald S. Proctor, Kiari H.L. Aveiro, Ian Pagano, Lynne R. Wilkens, Leihua Park, Leilani Spencer, Jeannie Butel, Corby K. Martin, John W. Apolzan, Rachel Novotny, John Kearney, Chloe P. Lozano

Research Outputs: 2025-Present

Background/Objectives: Coupling mobile health (mHealth) technology with community-based nutrition programs may enhance diet quality in adolescents. This pilot study evaluated the feasibility, acceptability, and preliminary efficacy of integrating PortionSize Ed (PSEd), an image-assisted dietary assessment and education app, into the six-week Hawaii Food and Lifeskills for Youth (HI-FLY) curriculum delivered via Supplemental Nutrition Assistance Program Education (SNAP-Ed). Methods: Adolescents (grades 6–8) from two classrooms were cluster-randomized into HI-FLY or HI-FLY + PSEd. Both groups received HI-FLY and completed Youth Questionnaires (YQ) and food records (written or app-based) at Weeks 0 and 7. Feasibility and acceptability were assessed via enrollment, attrition, …

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Exploring Inclusive Education And Listening In Relation To Children's Experiences And Teachers' Perspectives, Ramazan Merk Jan 2025

Exploring Inclusive Education And Listening In Relation To Children's Experiences And Teachers' Perspectives, Ramazan Merk

School of Law, Humanities and Social Sciences Theses

This thesis addressed the field of inclusive education and the importance of listening from the perspectives of both children and teachers. Drawing on experiences in pre-school and reception classrooms in England, I explored the essence of inclusive education and effective implementation strategies to meet the needs of children, including those with diverse needs. Emphasis was placed on the necessity for teachers to acknowledge and address each child's individual needs when developing early years learning environments. Moreover, the study underlined the important role of active listening in promoting communication and understanding between teachers and children as a cornerstone of inclusive pedagogy. …

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Reducing Marine Plastic Pollution: Critical Assessment Of The Potential To Develop A Civil Liability And Compensation Mechanism Under The Law Of The Sea Convention, Alexandra Leaton Jan 2025

Reducing Marine Plastic Pollution: Critical Assessment Of The Potential To Develop A Civil Liability And Compensation Mechanism Under The Law Of The Sea Convention, Alexandra Leaton

School of Law, Humanities and Social Sciences Theses

Plastic pollution has had a detrimental global impact, particularly in the marine environment, due to its mobility, longevity, and tendency to be difficult to retrieve. The situation has worsened because of the increased production and consumption of plastics and the fact that pollution occurs throughout the entirety of plastics’ production and lifecycle. Its pathways/vectors to the marine environment are diffuse and complex. The combined environmental, social, and potential health impacts of plastics have resulted in the development of over 40 international legal and other regulatory mechanisms, although inconsistent implementation has resulted in a fragmented framework with gaps and overlaps. The …

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Un-Framing Transiting Trajectories: A ‘Beyond Disciplinary’ Approach To Curating In The Context Of Art And Science Discourse, Christina Ioanna Kazakou Jan 2025

Un-Framing Transiting Trajectories: A ‘Beyond Disciplinary’ Approach To Curating In The Context Of Art And Science Discourse, Christina Ioanna Kazakou

School of Art, Design and Architecture Theses

Abstract

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Dual-Bed Radioiodine Capture From Complex Gas Streams With Zeolites: Regeneration And Reuse Of Primary Sorbent Beds For Sustainable Waste Management, Krista Carlson, Brian J. Riley, Joshua Turner, David C. Cantu, Dev Chidambaram, Charmayne Lonergan, Jeffrey D. Rimer Jan 2025

Dual-Bed Radioiodine Capture From Complex Gas Streams With Zeolites: Regeneration And Reuse Of Primary Sorbent Beds For Sustainable Waste Management, Krista Carlson, Brian J. Riley, Joshua Turner, David C. Cantu, Dev Chidambaram, Charmayne Lonergan, Jeffrey D. Rimer

Materials Science and Engineering Faculty Research & Creative Works

No abstract provided.

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Degradation Of Radioactive Waste Encapsulation Of Bao−Feox−P2o5 Glass Evaluated From Electrical Conductivity, Kazuki Mitsui, Nobuyasu Nishioka, Hiromichi Takebe, Richard K. Brow, Akira Saitoh Jan 2025

Degradation Of Radioactive Waste Encapsulation Of Bao−Feox−P2o5 Glass Evaluated From Electrical Conductivity, Kazuki Mitsui, Nobuyasu Nishioka, Hiromichi Takebe, Richard K. Brow, Akira Saitoh

Materials Science and Engineering Faculty Research & Creative Works

We report on the electrical conductivity of barium iron phosphate glass, a candidate for radioactive waste encapsulating glass. The glass composition has been optimized for slow dissolution in hot water because the precipitation of a stable hydration layer of FeO(OH) on the glass surface enhances the water durability of the glass. The mechanism of electrical conductivity of the glass is assumed to be an electron hopping between the electronic energy levels of Fe (II) and Fe (III) ions, obeying the electron carrier generation of Fe (II) → Fe (III) + e−. The electrical conductivity of the base glass was ∼3.2 …

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Evaluation Of Processing Conditions For The Reduction Of Electrochemical Salt Waste Using Phosphate-Based Dechlorination, Harmony Werth, Jade Beland, Paige Murray, Dave Liang, Laurel Sharpless, Jonathan Evarts, Charmayne Lonergan, Brian J. Riley, Michael Simpson, Krista Carlson Jan 2025

Evaluation Of Processing Conditions For The Reduction Of Electrochemical Salt Waste Using Phosphate-Based Dechlorination, Harmony Werth, Jade Beland, Paige Murray, Dave Liang, Laurel Sharpless, Jonathan Evarts, Charmayne Lonergan, Brian J. Riley, Michael Simpson, Krista Carlson

Materials Science and Engineering Faculty Research & Creative Works

Electrochemical processing of used nuclear fuel in molten chloride salts generates complex radioactive salt waste. Dechlorination of waste salt using phosphate compounds at elevated temperatures (∼600 °C) reduces the volume of material for disposal while evolving gaseous chlorine compounds that could be used to transform metallic uranium into UCl3. In this study, the effects of processing temperature, environment (air or argon), and H3PO4 precursor-to-chlorine ratio on the dechlorination efficacy of a simple alkali salt mixture (SSM) and a salt waste simulant (ERV3) were evaluated. For both salts, the highest chlorine release was concurrent with the water boiling. For the SSM, …

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Roadmap To 100 Gwdc: Scientific And Supply Chain Challenges For Cdte Photovoltaics, B. Edward Sartor, Samantha B. Reese, Lorelle M. Mansfield, Ryan Muzzio, Chun Sheng Jiang, Eric Colegrove, John S. Mangum, Camden L. Kasik, Daniel Z. Shaw, James R. Sites, Ramesh G. Dhere, Alex B. Goldstone, Michael S. Moats Jan 2025

Roadmap To 100 Gwdc: Scientific And Supply Chain Challenges For Cdte Photovoltaics, B. Edward Sartor, Samantha B. Reese, Lorelle M. Mansfield, Ryan Muzzio, Chun Sheng Jiang, Eric Colegrove, John S. Mangum, Camden L. Kasik, Daniel Z. Shaw, James R. Sites, Ramesh G. Dhere, Alex B. Goldstone, Michael S. Moats

Materials Science and Engineering Faculty Research & Creative Works

This roadmap highlights pathways to expand the CdTe module manufacturing capacity per year to 100 GWDC by 2030 by improving Te extraction from existing supply chains, minimizing Te usage in modules by leveraging thinner absorbers, and focusing research efforts in key areas to improve module efficiencies. Both scientific and supply chain innovations will be necessary to maintain the high compound annual growth rate of the CdTe photovoltaic (PV) industry and cement its role as a key technology for multi-TW-scale PV deployment.

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Facilitating Student Engagement In Elementary Science Classrooms With Reformed Teaching Principles, Nathaniel Bryant Jan 2025

Facilitating Student Engagement In Elementary Science Classrooms With Reformed Teaching Principles, Nathaniel Bryant

Dissertations and Theses @ UNI

Science performance among elementary school students in the United States has stagnated in recent years. To address this issue, the Next Generation Science Standards (NGSS) were introduced, advocating for a reform in science education. Traditionally, hands-on laboratory work has been used to help students understand scientific concepts through a "learn by doing" approach. However, students often become disengaged during practical work, as following a set procedure to replicate scientific phenomena does not reflect how scientists approach problems in their daily practice. It is now argued that hands-on laboratories should not only involve observation or manipulation of materials and equipment but …

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