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2026

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Case Report: Management Of A Challenging Case Presenting With Dysphagia After Thyroidectomy Requiring Administration Of Liquid 131i Via Mic-Key Low-Profile Tube—A Multidisciplinary Approach, Ahmed Ebada Salem, Sandra Ramirez, Brian R Weston, Akram Hussein, Simone Krebs Jan 2026

Case Report: Management Of A Challenging Case Presenting With Dysphagia After Thyroidectomy Requiring Administration Of Liquid 131i Via Mic-Key Low-Profile Tube—A Multidisciplinary Approach, Ahmed Ebada Salem, Sandra Ramirez, Brian R Weston, Akram Hussein, Simone Krebs

Faculty, Staff and Student Publications

Radioactive iodine (RAI) therapy with 131-iodine (131I) remains a cornerstone in the postoperative management of differentiated thyroid carcinoma (DTC). The standard route of administration is oral, typically in capsule form and less commonly as a liquid. However, in patients with severe dysphagia and compromised airway, traditional oral 131I delivery may be contraindicated due to the risk of aspiration and radioactivity contamination. These scenarios present unique clinical challenges that necessitate deviation from conventional protocols. While liquid 131I may be administered through the mouth or via nasogastric or percutaneous gastrostomy tubes, there is currently no standardized approach, and potential risks, such as …


Preliminary Examination Of Orexin Receptor Antagonism With Suvorexant In Individuals With Methamphetamine Use Disorder: A Case Series Study, Heather Webber, Jessica Badawi, Douglas Calvillo, Jin Yoon, Michael Weaver, Scott Lane, Joy Schmitz Jan 2026

Preliminary Examination Of Orexin Receptor Antagonism With Suvorexant In Individuals With Methamphetamine Use Disorder: A Case Series Study, Heather Webber, Jessica Badawi, Douglas Calvillo, Jin Yoon, Michael Weaver, Scott Lane, Joy Schmitz

Faculty, Staff and Student Publications

No abstract provided.


Integrative Multi-Omics Profiling Identifies Infiltrative Hepatocellular Carcinoma As An Immunotherapy-Resistant Subtype With Distinct Molecular Features, Won Suk Lee, Seonjeong Woo, Sung Hwan Lee, Gae Hoon Jo, Ilhwan Kim, Hyeyeong Kim, Chansik An, Sanghoon Jung, Gwangil Kim, Haeyoun Kang, Beodeul Kang, Jung Sun Kim, Ho Yeong Lim, Incheon Kang, Hannah Yang, So Jung Kong, Dahyeon Son, Dong Jun Shin, Woo Young Kwon, Da-Yeon Lee, Ju-Seog Lee, Junho Park, Youngsoo Kim, Sohyun Hwang, Chan Kim, Hong Jae Chon Jan 2026

Integrative Multi-Omics Profiling Identifies Infiltrative Hepatocellular Carcinoma As An Immunotherapy-Resistant Subtype With Distinct Molecular Features, Won Suk Lee, Seonjeong Woo, Sung Hwan Lee, Gae Hoon Jo, Ilhwan Kim, Hyeyeong Kim, Chansik An, Sanghoon Jung, Gwangil Kim, Haeyoun Kang, Beodeul Kang, Jung Sun Kim, Ho Yeong Lim, Incheon Kang, Hannah Yang, So Jung Kong, Dahyeon Son, Dong Jun Shin, Woo Young Kwon, Da-Yeon Lee, Ju-Seog Lee, Junho Park, Youngsoo Kim, Sohyun Hwang, Chan Kim, Hong Jae Chon

Faculty, Staff and Student Publications

Background/aims: Hepatocellular carcinoma (HCC) exhibits substantial morphological and biological heterogeneity. Clinical and molecular relevance of the infiltrative subtype remains poorly defined in the context of cancer immunotherapy. We aimed to evaluate the prognostic impact and molecular features of infiltrative HCC in patients treated with first-line atezolizumab plus bevacizumab (Ate/Bev).

Methods: We included 307 patients with advanced HCC treated with Ate/Bev and classified them into four gross morphological types based on imaging. Multi-omics profiling was conducted on tumor samples. Type IV infiltrative signature was derived and externally validated using five independent HCC cohorts, including IMbrave150.

Results: Infiltrative morphology, encompassing pure and …


Bop2-Te: Bayesian Optimal Phase 2 Design For Jointly Monitoring Efficacy And Toxicity With Application To Dose Optimization, Kai Chen, Heng Zhou, J Jack Lee, Ying Yuan Jan 2026

Bop2-Te: Bayesian Optimal Phase 2 Design For Jointly Monitoring Efficacy And Toxicity With Application To Dose Optimization, Kai Chen, Heng Zhou, J Jack Lee, Ying Yuan

Faculty, Staff and Student Publications

We propose a Bayesian optimal phase 2 design for jointly monitoring efficacy and toxicity, referred to as BOP2-TE, to improve the operating characteristics of the BOP2 design proposed by Zhou et al. (2017). BOP2-TE utilizes a Dirichlet-multinomial model to jointly model the distribution of toxicity and efficacy endpoints, making go/no-go decisions based on the posterior probability of toxicity and futility. In comparison to the original BOP2 and other existing designs, BOP2-TE offers the advantage of providing rigorous type I error control in cases where the treatment is toxic and futile, effective but toxic, or safe but futile, while optimizing …


Functional, Pharmacogenomic, And Immune Landscapes Of Long Non-Coding Rnas In Cancer, Runhao Wang, Mei Luo, Yuan Liu, Jingwen Yang, Yamei Chen, Chengxuan Chen, Lifei Ma, Stephanie Ding, James Wengler, Yong Zang, Bora Lim, Wenbo Li, Liuqing Yang, Chunru Lin, Lixia Diao, Leng Han Jan 2026

Functional, Pharmacogenomic, And Immune Landscapes Of Long Non-Coding Rnas In Cancer, Runhao Wang, Mei Luo, Yuan Liu, Jingwen Yang, Yamei Chen, Chengxuan Chen, Lifei Ma, Stephanie Ding, James Wengler, Yong Zang, Bora Lim, Wenbo Li, Liuqing Yang, Chunru Lin, Lixia Diao, Leng Han

Faculty, Staff and Student Publications

Long non-coding RNAs (lncRNAs) are emerging as key regulators in cancer, with significant potential as diagnostic, prognostic, and therapeutic targets. Here, this work systematically analyzes lncRNA associations with targeted therapies and immunotherapies across 33 cancer types using The Cancer Genome Atlas (TCGA) and real-world datasets. This work identifies 53,173 lncRNA-pathway associations, millions of lncRNA-drug response associations (via CancerRxTissue and VAEN), and extensive correlations with immune checkpoints and infiltration. This work further identifies 69 lncRNAs associated with immunotherapy response and 2,611 differentially expressed lncRNAs between low and high objective response rate (ORR) groups. Additionally, two lncRNAs are correlated with immune-related adverse …


Bop2-Comb: Bayesian Optimal Phase Ii Design For Optimizing Doses And Assessing Contribution Of Components In Drug Combinations, Xiaohan Chi, Ying Yuan, Ruitao Lin Jan 2026

Bop2-Comb: Bayesian Optimal Phase Ii Design For Optimizing Doses And Assessing Contribution Of Components In Drug Combinations, Xiaohan Chi, Ying Yuan, Ruitao Lin

Faculty, Staff and Student Publications

Background: Personalized cancer treatment using combination therapies offers substantial therapeutic benefits over single-agent treatments in most cancers. However, unmet clinical needs and increasing market competition pressure drug developers to quickly optimize combination doses and clearly demonstrate the contribution of each component when developing and evaluating new combination treatments.

Methods: We propose a Bayesian optimal phase II drug-combination (BOP2-Comb) design that optimizes the combination dose and evaluates the proof-of-concept as well as the contribution of each component in two seamless stages. Our optimal calibration scheme minimizes the total trial sample size while controlling incorrect decision rates at nominal levels. This calibration …


Contemporary Opportunities And Potential Of Auger Electron-Emitting Theranostics, Seok-Yong Lee, H Charles Manning Jan 2026

Contemporary Opportunities And Potential Of Auger Electron-Emitting Theranostics, Seok-Yong Lee, H Charles Manning

Faculty, Staff and Student Publications

Recent breakthroughs in radiopharmaceutical (RP) therapy have emerged interest in employing Auger electron (AE)-emitting radionuclides as potential agents for precise theranostics. AE provides energy with exceptional localization due to their short tissue penetration range (TPR, < 10 nm), rendering them particularly effective for targeting nuclear DNA in tumor cells. In this context, AE-emitting radionuclide therapy (AE-emitting RLT) enables the targeted destruction of tumor cells while reducing harm to adjacent healthy tissue, a significant challenge in this field. Preclinical and early clinical investigations reveal the efficacy of AE-emitting RLTs in the theranostics of diverse malignancies, such as glioblastoma, prostate cancer, and neuroendocrine tumors. Notwithstanding these developments, challenges and limitations persist regarding dosimetry, delivery efficiency, and the treatment of radiotoxicity. A new paradigm is being developed to tackle the obstacles encountered by integrating molecular target markers (e.g., PARP) that function near the nucleus to improve the intranuclear delivery efficiency of AE-emitting radionuclides. Novel radiochemical methods such as these have facilitated the more stable and efficient labeling of biomolecules with AE-emitting radionuclides. Also, recent advances in DNA-molecular targeting, nanoparticles, nucleic acid/protein engineering, click- or bioorthogonal conjugation chemistry, and artificial intelligence (AI)-based structure modeling present concrete opportunities to overcome these limitations. Moreover, the integration of diagnostic imaging companion platforms employing theranostic radioisotope pairings facilitates real-time assessment of therapeutic efficacy and biodistribution, resulting in the formulation of enhanced treatment regimens. This review summarizes the prior development, recent advancements, barriers in clinical implementation, and future perspective of AE-emitting RLTs.


Nsd2 Inhibitors Rewire Chromatin To Treat Lung And Pancreatic Cancers, Jinho Jeong, Simone Hausmann, Hanyang Dong, Kacper Szczepski, Natasha M Flores, Andy Garcia Gonzalez, Liyang Shi, Xiaoyin Lu, Joanna Lempiäinen, Moritz Jakab, Liyong Zeng, Tourkian Chasan, Eric Bareke, Rui Dong, Emma Carlson, Reinnier Padilla, Dylan Husmann, Julia Thompson, Gerry A Shipman, Emily Zahn, Courtney A Barnes, Laiba F Khan, Liz Marie Albertorio-Sáez, Eva Brill, Vishnu Udayakumar Sunita Kumary, Matthew R Marunde, Danielle N Maryanski, Cheryl C Szany, Bryan J Venters, Carolina Lin Windham, Michal Eligiusz Nowakowski, Iwona Czaban, Mariusz Jaremko, Michael-Christopher Keogh, Kang Le, Michael J Soth, Benjamin A Garcia, Łukasz Jaremko, Jacek Majewski, Pawel K Mazur, Or Gozani Jan 2026

Nsd2 Inhibitors Rewire Chromatin To Treat Lung And Pancreatic Cancers, Jinho Jeong, Simone Hausmann, Hanyang Dong, Kacper Szczepski, Natasha M Flores, Andy Garcia Gonzalez, Liyang Shi, Xiaoyin Lu, Joanna Lempiäinen, Moritz Jakab, Liyong Zeng, Tourkian Chasan, Eric Bareke, Rui Dong, Emma Carlson, Reinnier Padilla, Dylan Husmann, Julia Thompson, Gerry A Shipman, Emily Zahn, Courtney A Barnes, Laiba F Khan, Liz Marie Albertorio-Sáez, Eva Brill, Vishnu Udayakumar Sunita Kumary, Matthew R Marunde, Danielle N Maryanski, Cheryl C Szany, Bryan J Venters, Carolina Lin Windham, Michal Eligiusz Nowakowski, Iwona Czaban, Mariusz Jaremko, Michael-Christopher Keogh, Kang Le, Michael J Soth, Benjamin A Garcia, Łukasz Jaremko, Jacek Majewski, Pawel K Mazur, Or Gozani

Faculty, Staff and Student Publications

NSD2 catalyses the epigenetic modification H3K36me2 (refs. 1,2) and is a candidate convergent downstream effector of oncogenic signalling in diverse malignancies3–5. However, it remains unclear whether the enzymatic activity of NSD2 is therapeutically targetable. Here we characterize a series of clinical-grade small-molecule catalytic NSD2 inhibitors (NSD2i) and show that the pharmacological targeting of NSD2 constitutes an epigenetic dependency with broad therapeutic efficacy in KRAS-driven preclinical cancer models. NSD2i inhibits NSD2 with single-digit nanomolar half-maximal inhibitory concentration potency and high selectivity over related methyltransferases. Structural analyses reveal that the specificity of NSD2i for NSD2 …


Respiratory Motion Effects And Plan Robustness For Lattice Radiation Therapy, Rachael M Martin-Paulpeter, Peter A Balter, Luis A Perles, Ethan B Ludmir, Joshua S Niedzielski Jan 2026

Respiratory Motion Effects And Plan Robustness For Lattice Radiation Therapy, Rachael M Martin-Paulpeter, Peter A Balter, Luis A Perles, Ethan B Ludmir, Joshua S Niedzielski

Faculty, Staff and Student Publications

Introduction: Lattice radiation therapy (LRT), a form of spatially fractionated radiation therapy (SFRT), has shown promise in treating bulky tumors. It consists of hot and cold spots within the tumor, and the ratio between these doses is thought to be important in clinical outcomes. Respiratory motion is expected to degrade these peak-to-valley dose ratios (PVDRs) but has largely been ignored in LRT literature and clinical practice. This work aims to quantify the response of LRT dose distributions to motion to better inform motion management decisions and improve clinical outcomes.

Methods: Respiratory motion of peak-to-peak amplitudes from 0.3 to 2 cm …


Grading Melanocytic Dysplasia: Updated Histopathologic Criteria, Christopher R Shea, Victor G Prieto, Catherine M Shachaf, Scott R Florell Jan 2026

Grading Melanocytic Dysplasia: Updated Histopathologic Criteria, Christopher R Shea, Victor G Prieto, Catherine M Shachaf, Scott R Florell

Faculty, Staff and Student Publications

Dr. Martin C. Mihm, Jr.'s innovative work on the dysplastic nevus achieved a milestone in his chapter in the World Health Organisation Classification of Skin Tumours (WHO-C). WHO-C presents a dichotomous classification (high-grade versus low-grade dysplastic nevi) and a quantitative metric to assess melanocytic nuclear enlargement. The Duke classification is a related approach that provides mostly quantitative histopathologic criteria for dysplastic nevi and gives due weight to architectural features as well as cytology. This paper proposes and illustrates updated criteria for scoring and grading melanocytic dysplasia, incorporating some of the definitions and categories of WHO-C, while refining the quantitative and …


Trial Interviews To Explore Glycogen Storage Disease Type Ia Patient Experiences Following Gene Therapy, Diane M Turner-Bowker, Jessica Butler, Shayna Egan, David A Weinstein, David F Rodriguez-Buritica, Ayesha Ahmad, María-Luz Couce, Rebecca Riba-Wolman, John J Mitchell, Christina Theodore-Oklota Jan 2026

Trial Interviews To Explore Glycogen Storage Disease Type Ia Patient Experiences Following Gene Therapy, Diane M Turner-Bowker, Jessica Butler, Shayna Egan, David A Weinstein, David F Rodriguez-Buritica, Ayesha Ahmad, María-Luz Couce, Rebecca Riba-Wolman, John J Mitchell, Christina Theodore-Oklota

Faculty, Staff and Student Publications

Background: Glycogen storage disease type Ia (GSDIa) is a rare, inherited, autosomal recessive deficiency of glucose-6-phosphatase (G6Pase), an enzyme necessary in glycogenolysis and gluconeogenesis. To maintain normal blood glucose levels and ensure survival, individuals living with GSDIa must frequently consume complex carbohydrates (eg, uncooked cornstarch). Dietary management can result in chronic complications and significant patient burden. DTX401 (pariglasgene brecaparvovec) is an investigational adeno-associated virus serotype 8 vector (AAV8)-based gene therapy designed to restore endogenous glucose production.

Objectives: Patient experience interviews were conducted as part of an open-label, phase 1/2 dose-escalation trial (NCT03517085) evaluating the safety and efficacy of …


Digital Marine Citizenship Training Module: Toolkit For Digital Placemaking, Katharine Willis Jan 2026

Digital Marine Citizenship Training Module: Toolkit For Digital Placemaking, Katharine Willis

School of Art, Design and Architecture

As a coastal nation, the UK has long drawn inspiration from the sea - shaping our history through travel, industry, the arts, leisure and more. The coastline remains a place of identity and possibility. It also offers signifi cant benefi ts for health, wellbeing and connection, yet many local people are disconnected from nearby shores.This Training Module is an easy to use resource to reimagine community relationships with the sea and make coastal spaces more inclusive, welcoming and vibrant for all.Connected SeascapesOrigins of the Training Module The Connected Seascapes Toolkit stems from a collaborative project between Plymouth City Council, the …


Review Of 'The Royal Musical Association: Creating Scholars, Advancing Research' By Leanne Langley, Nuria Bonet Jan 2026

Review Of 'The Royal Musical Association: Creating Scholars, Advancing Research' By Leanne Langley, Nuria Bonet

School of Art, Design and Architecture

No abstract provided.


The Impact Of Service Learning On Social Capital And Community Engagement, Jason R. Ross Jan 2026

The Impact Of Service Learning On Social Capital And Community Engagement, Jason R. Ross

Journal of Excellence in College Teaching and Learning

Social capital is important for individual and societal advancement. For individuals, social capital helps one advance in the organizational hierarchy but also flows to communities as these individuals are more likely to volunteer for non-profit organizations and pool their resources to advance societal causes. This paper argues that one overlooked mechanism for generating social capital is through service learning. Service learning benefits students not only academically, but professionally as it helps students connect with voluntary organizations, often composed of individuals of means. Students then integrate into the social networks of these influential members and potentially benefit from the resources they …


Presence And Characteristics Of Plastics And Microplastics On The Seabed Of The Western English Channel, Faye Read, Andrew Turner Jan 2026

Presence And Characteristics Of Plastics And Microplastics On The Seabed Of The Western English Channel, Faye Read, Andrew Turner

School of Geography, Earth and Environmental Sciences

Little is known about the presence, distribution, origins and characteristics of plastic litter and microplastics on the ocean floor. In this study, plastics trawled from the bed of the western English Channel have been categorised and analysed by a variety of optical and spectroscopic techniques. A total of 90 plastic samples were classified, in descending order of abundance, as food-drink packaging, unknown, homeware, military and fishing. Most samples showed varying degrees of weathering (e.g., discolouration, distortion, cracking, fragmentation) and were visibly fouled by calcareous deposits. The majority of samples were constructed of polymers of negative buoyancy (e.g., polyamides, polyethylene terephthalate …


Enhancing Monitoring In Protected Areas: Evaluating Mobile Apps As A Tourism Proxy, Jorge Costa, Alberto Gomes, Martin Stokes, Miguel Saraiva Jan 2026

Enhancing Monitoring In Protected Areas: Evaluating Mobile Apps As A Tourism Proxy, Jorge Costa, Alberto Gomes, Martin Stokes, Miguel Saraiva

School of Geography, Earth and Environmental Sciences

Crowdsourced data, such as that from mobile fitness apps (MFAs), has the potential to transform tourism research. This opportunity is particularly valuable as tourism to protected areas (PAs) increases, making it more difficult to manage their environmental impacts. However, such data sources come with challenges. Therefore, their representativeness should be carefully evaluated, particularly as their use continues to grow. We use the Paiva Walkways (Portugal) to assess MFAs as a tourism proxy using Spearman’s rank correlation, to evaluate kernel density and fishnet methods for spatialising visitor movements, and to analyse the visitors’ spatiotemporal behaviour using GIS, kernel density estimation, and …


Enhancing Market Transparency Through Co-Creation Of Csr And Sustainability Ratings Between Firms, Rating Agencies And Customers, Christopher Agyapong Siaw Jan 2026

Enhancing Market Transparency Through Co-Creation Of Csr And Sustainability Ratings Between Firms, Rating Agencies And Customers, Christopher Agyapong Siaw

Plymouth Business School

No abstract provided.


All Life As Witness: Developing A Mode Of Investigation Into Political Disappearance In 1960s Venezuela Reframed By Skinner Releasing Technique And Indigenous Knowledge, Livia Daza-Paris Jan 2026

All Life As Witness: Developing A Mode Of Investigation Into Political Disappearance In 1960s Venezuela Reframed By Skinner Releasing Technique And Indigenous Knowledge, Livia Daza-Paris

School of Art, Design and Architecture Theses

This practice-based research develops Ecologies of Poetic Forensics, an investigative mode for approaching political disappearance as a felt, ongoing condition that also reverberates across worlds beyond the human. Focused on my father's disappearance during Venezuela's 1960s revolutionary movement, the research follows relational dynamics within the personal, political, ecological ‘many worlds’ (Indígena Zapatistas 1996) shaped by state violence, including those of campesinos (land-based workers) in Cocorote, Lara State. The inquiry unfolds across Venezuela, Canada, and the United States, tracing territory that exceeds state borders.

The research brings the Skinner Releasing Technique, a movement practice oriented by poetic imagery and embodied …


The Persistent Shock Of The Old: Making The Case For The Responsive Development Of Artwork Deploying Historical Museological Display Techniques., Duncan Cameron Jan 2026

The Persistent Shock Of The Old: Making The Case For The Responsive Development Of Artwork Deploying Historical Museological Display Techniques., Duncan Cameron

School of Art, Design and Architecture Theses

My sculpture work and thesis investigate the potential of historical museological practices—particularly Victorian and Edwardian display technologies—in contemporary art-making and sculptural practice. I ask three central questions: how can the collection and display of natural history materials be ethically defended in the present day; how might traditional exhibition orthodoxies be reconfigured to privilege the prosaic, domestic, and handmade over the novel and precious; and what role does the idiosyncratic and beautiful play in narrating material stories within an ethical, Anthropocene-aware framework?The study employs a practice-led methodology combining iterative art-making, critical reflection, and active fieldwork. Working from a studio in Somerset, …


Planetarity And Relation: Ecology As Method, Ashish Ghadiali Jan 2026

Planetarity And Relation: Ecology As Method, Ashish Ghadiali

School of Art, Design and Architecture Theses

The List of Works submitted comprises research through film, text, exhibition, performance and policy engagement, developed during a three-year period from 2021 to 2024 in the site-specific location of Southwest England. This multi-modal and interdisciplinary practice is framed in response to the question of how art and cultural strategy can, in the contexts of climate breakdown and global racial inequity, be conceived of as agency for environmental justice. In this integrative summary, I present a theoretical framework where ecology, in response to conditions of environmental crisis, is understood not only as a subject of inquiry but also as method. In …


The Influence Of Historical Technological Constraints On Contemporary Music Practice, Clive Mead Jan 2026

The Influence Of Historical Technological Constraints On Contemporary Music Practice, Clive Mead

School of Art, Design and Architecture Theses

This practice-based research project explores the creative implications of working within historically constrained music production environments. By composing and producing original music using only emulated instruments, effects, and recording technologies from four key eras—1955, 1965, 1975, and 1985—the study examines how technological limitations affect contemporary compositional practice. The project is situated at the intersection of music production, creative practice research, and is conducted by a composer-producer with extensive experience across diverse musical genres.The research addresses three central questions: What occurs when a proficient modern producer is restricted to using tools from earlier periods of recorded music history? In what ways …


Feminism, Domestic Abuse And The Singer-Songwriter, Kathryn Ferguson Jan 2026

Feminism, Domestic Abuse And The Singer-Songwriter, Kathryn Ferguson

School of Art, Design and Architecture Theses

This project explores how feminism and domestic abuse can be articulatedthrough songwriting. Research in music therapy, sociology and popular musicincreasingly speaks to the value of songwriting as a tool for personal andcommunity empowerment, but there is space to actively use songwriting toexplore feminist issues independently of the traditional commercial context ofpopular music. Existing feminist music has been deemed as at its mostsuccessful when it is linked clearly to social change in our communities(Greene, 2017, p.8). Modern popular feminist songwriting has been criticised fornot going far enough in deconstructing systemic patterns of patriarchy (Tong,2024, p.9). Considering this, engaging with academic research …


Translating Human Emotion Into Music: A Multimodal Machine-Learning Framework Linking Movement, Facial Expression, And Real-Time Generative Composition, Martin Mc Corry Jan 2026

Translating Human Emotion Into Music: A Multimodal Machine-Learning Framework Linking Movement, Facial Expression, And Real-Time Generative Composition, Martin Mc Corry

School of Art, Design and Architecture Theses

This thesis investigates whether embodied human expression—captured through facial and full-body motion—can be translated into musically coherent behaviour using time-series machine learning and real-time generative systems. The project develops and evaluates a multimodal framework that links participant-specific emotion inference to an interpretable, artist-configurable generative music system.Across two sensing modalities, personalised BiLSTM-based models achieved ~99%window-level validation accuracy within participants under a strict leak-free protocol, with no evidence of overfitting. These models were deployed within a low-latency real-time inference system. The research introduces a structured translation layer comprising a consensus mapping matrix and a tiered control architecture, mediating between probabilistic inference and …


The Development Of Collaborative Relationships Between Disaster Relief Ngos: Barriers And Solutions, Christopher Phillips Jan 2026

The Development Of Collaborative Relationships Between Disaster Relief Ngos: Barriers And Solutions, Christopher Phillips

Plymouth Business School Theses

Collaborative responses amongst disaster relief NGOs can be more effective in delivering aid when compared with responses conducted individually. Collaboration enables the sharing of resources, expertise, personnel, and funding, resulting in more efficient aid distribution in the wake of natural disasters. However, current research highlights that it is often challenging for NGOs to establish and sustain collaborative relationships due to different barriers. The challenges these barriers cause have been explored in previous research, but limited attention has been given with respect to how these can be addressed. Additionally, there is a lack of understanding of the relationships between these barriers, …


Analysis Of Volatility Between Macroeconomic Variables And Busan Port Cargo Throughput According To Global Risks, Sang Ho Cho Jan 2026

Analysis Of Volatility Between Macroeconomic Variables And Busan Port Cargo Throughput According To Global Risks, Sang Ho Cho

Plymouth Business School Theses

This study investigates how container (BPC) and non-container (BPB) cargo throughput at Busan Port responds to structural shocks in global and domestic macroeconomic variables, and how their relative importance changes over time. The selection of variables was based on a combination of a Systematic Literature Review (SLR) and semi-structured interviews (SSI). The econometric analysis applied a stepwise framework, employing cumulative Impulse Response Functions (IRF) and Forecast Error Variance Decomposition (FEVD) based on Vector Error Correction Model (VECM) estimations, as well as Historical Decomposition (HD) for specific crisis periods. While IRF and FEVD were used to capture dynamic properties under general …


Predicting Smes’ Credit Risk Using Artificial Intelligence Applications: Evidence From The Uk Smes, Fatima Badi Jan 2026

Predicting Smes’ Credit Risk Using Artificial Intelligence Applications: Evidence From The Uk Smes, Fatima Badi

Plymouth Business School Theses

Financial distress is a state in which businesses struggle to pay their debts, whichfrequently results in bankruptcy or company failure. Small and medium-sizedenterprises are an essential part of economies, making substantial contributions toproductivity growth, innovation and employment. Evaluating financial health iscrucial to preventing possible hardship, reducing systemic risks and ensuring long-term stability because of its significant contribution to national and internationaleconomies.Bankruptcy prediction models play a critical role as early warning systems that enablefirms, lenders and policymakers to identify financial distress at an early stage and takecorrective action before failure becomes inevitable. These warning indicators mayresult from internal issues, such as …


In Trust We Trust: Role Of Trust In Business Negotiations In The Context Of Switzerland As A High-Trust Country, Aksana Babich Jan 2026

In Trust We Trust: Role Of Trust In Business Negotiations In The Context Of Switzerland As A High-Trust Country, Aksana Babich

Plymouth Business School Theses

The present research examines the role of trust in business negotiations in the context of Switzerland, a high-trust country. Using a qualitative, practitioner-oriented design grounded in template analysis, the research draws on semi-structured interviews with thirty professionals from diverse sectors of the economy of the canton of Geneva. Switzerland’s high-trust environment provides an empirical context in which trust mechanisms are particularly visible and operational.The research advances conceptual, empirical and methodological knowledge of trust in negotiations. Conceptually, it clarifies the meaning of trust, demonstrating that trust is not a one-dimensional construct centred on risk and vulnerability, but a multifaceted moral value …


Inward Versus Outward Foreign Direct Investment And Economic Growth: A Case Study Of China, Xiaoning Chen Jan 2026

Inward Versus Outward Foreign Direct Investment And Economic Growth: A Case Study Of China, Xiaoning Chen

Plymouth Business School Theses

The thesis aims to investigate the determinants of IFD and OFDI and their impact on economic growth. To bridge the research gap, this study uses China as a case study and structures three empirical chapters to investigate the relationship between IFDI, OFDI and economic growth.The structure of the study consists of six chapters, the first empirical study uses time series data and applies the Autoregressive Distributed Lag (ARDL) techniques to investigate the determinants of IFDI from 1980 to 2023, aiming to investigate the determinants of China’s IFDI. The findings demonstrate market openness, human capital, inflation and market size are the …


An Empirical Investigation Of The Influence Of Organisational Culture On Individual Readiness For Change In The Kuwaiti Banking Sector, Fahad Alkahlawi Jan 2026

An Empirical Investigation Of The Influence Of Organisational Culture On Individual Readiness For Change In The Kuwaiti Banking Sector, Fahad Alkahlawi

Plymouth Business School Theses

This study investigates the influence of organisational culture on individual readiness for change (IRFC) within the Kuwaiti banking sector. In a rapidly evolving economic landscape, where technological transformation, regulatory shifts, and heightened competition demand organisational adaptability, employee readiness becomes a critical success factor for implementing change initiatives. Drawing on Cameron and Quinn’s Competing Values Framework (CVF), this research examines the impact of four cultural typologies—Clan, Adhocracy, Market, and Hierarchy—on employees’ psychological and behavioural willingness to embrace organisational change.A quantitative, correlational design was adopted to assess how different organisational culture types affect IRFC. Survey data were collected from a sample of …


Driving Venture Success: A Collaborative Framework For The Consumer Goods Industry, Mohammad Alhusaeini Mohammad Jan 2026

Driving Venture Success: A Collaborative Framework For The Consumer Goods Industry, Mohammad Alhusaeini Mohammad

Plymouth Business School Theses

This thesis addresses the persistent gap between the strategic promise of external corporate venturing (ECV) and its frequently disappointing outcomes in the global consumer goods industry, with a specific focus on the non-durable consumer goods sub‑sector. Despite ECV’s recognised importance for innovation—particularly in a sector characterised by rapid consumer preference shifts, tight margins, and complex supply chains—collaborations with external start-ups are often undermined by cultural misalignment, strategic ambiguity, and ineffective performance measurement. Through an abductive, mixed-methods research design within an interpretivist paradigm—integrating archival analysis, six in-depth corporate case studies (P&G, PepsiCo, Unilever, Danone, Henkel, and L’Oréal), and 32 interviews with …