Digital Commons Network^™

Impact Of Artificial Intelligence On Project Management (Pm): Multi-Expert Perspectives On Advancing Knowledge And Driving Innovation Toward Pm2030, Laurie Hughes, Reza Kiani Mavi, Masoud Aghajani, Keith Fitzpatrick, Senali Madugoda Gunaratnege, Seyed Ashkan Hosseini Shekarabi, Richard Hughes, Ahmad Khanfar, Ahdieh Khatavakhotan, Neda Kiani Mavi, Keyao Li, Moataz Mahmoud, Tegwen Malik, Sashah Mutasa, Farzaneh Nafar, Ross Yates, Rasha Alahmad, Il Jeon, Yogesh K. Dwivedi

Research outputs 2022 to 2026

The project management profession is undergoing transformative change with the integration of Artificial Intelligence (AI), redefining core methodologies and decision-making processes. As societal expectations rise and technological complexity intensifies, project managers face unprecedented challenges. By 2030, AI-driven predictive insights and modelling capabilities are expected to significantly enhance efficiency, raising critical questions about the evolving role of human project managers. Will AI take the lead in key decisions, or will human attributes such as creativity, ethical judgment, and emotional intelligence remain essential? Framed as PM2030, this study explores future scenarios through expert insights from academia and industry. Using an opinion-based approach, …

Integrative Supportive Care Trial To Enhance Physical Activity In Malignant Pleural Effusion—Protocol For The Isc-Team/Ample-5 Randomised Controlled Trial, Bianca M. Iacopetta, Chloe Charlesworth, Emily Jeffery, Lauren J. Breen, Ai Ling Tan, Joanne Mcveigh, Kevin Murray, Rob U. Newton, Y. C. Gary Lee, Carolyn J. Peddle-Mcintyre

Research outputs 2022 to 2026

Background: Malignant pleural effusion (MPE) heralds advanced cancer with poor patient outcomes. High symptom burden of weight loss, fatigue, breathlessness, distress, and anxiety leaves many patients unable to participate in desired activities of daily life and is associated with poor outcomes. Freedom from symptoms and maintaining daily activities are the key wishes of patients and carers. For the best outcome, accessible services aimed at prevention and management of malnutrition, care of psychological well-being, and support for increasing physical activity are required. Methods: The Integrative Supportive Care Trial to Enhance physical Activity in Malignant pleural effusion (ISC-TEAM) study is a two-armed, …

Management Of Atypical Haemolytic Uraemic Syndrome With Triggers: Diagnostic And Treatment Algorithms From An Asia-Pacific Perspective, Hee Gyung Kang, Danny Hsu, Noritoshi Kato, Jin Seok Kim, Masayoshi Okumi, Min Hua Tseng, Kun Hua Tu, Desmond Yat Hin Yap, Wai H. Lim

Research outputs 2022 to 2026

Complement-amplifying events/conditions associated with thrombotic microangiopathy (TMA) include pregnancy/postpartum period, severe hypertension, autoimmune diseases, drug exposures, infections and organ transplantation. Some of these ‘triggers’ may exist comorbidly with atypical haemolytic uraemic syndrome (aHUS; a complement-mediated form of TMA), unmask previously undiagnosed aHUS, or occur secondary to aHUS, thus creating a considerable diagnostic challenge. A major goal in patients presenting with TMA is to differentiate complement-mediated aHUS from other causes of TMA such that appropriate targeted treatment with complement 5 (C5) inhibitors can be initiated rapidly to avoid irreversible end-organ damage. To this end, nephrologists and haematologists from Australia, Hong Kong, …

More Prioritisation On Food Security – Exploring What Initiative Leaders Envision For A Food Secure Regional Australia, Isabelle Chiera, Jess Doe, Melissa Stoneham, Saranne Herrington, Amanda Devine, Emily Humphreys, Stephanie L. Godrich

Research outputs 2022 to 2026

Food security is a particular challenge in rural, regional and remote locations due to complexities associated with food availability, access, utilisation, stability, agency and sustainability dimensions. Existing approaches, such as emergency food relief, have been found to inadequately address these challenges, suggesting that a comprehensive portfolio of solutions could be more effective. Understanding what food security initiative leaders operating in these areas consider important will help establish a shared goal to guide the development of a portfolio approach. This paper aimed to determine government and community-led food security initiative leaders' visions of a food secure regional Australia. This qualitative study …

Muscle Creatine Levels And Sprint Performance In Young Adult Vegans And Vegetarians After 7 Days Of Creatine Monohydrate Supplementation, Thomas Christian Bonne, Valentina Arthemalle, Colin Stephen Doherty, Andreas Breenfeldt Andersen, Jacob Bejder, Thomas Ehlers, Henrik Holm-Sørensen, Nikolai Baastrup Nordsborg

Research outputs 2022 to 2026

Athletes use creatine monohydrate (CM) to enhance high-intensity exercise performance by increasing creatine phosphate availability. While CM supplementation is known to raise muscle creatine levels in vegans and vegetarians, its impact on exercise performance remains uncertain. We examined the effects of CM supplementation on muscle creatine content and exercise performance in vegans and vegetarians. In a randomized, double-blind placebo-controlled design, 15 healthy vegans and vegetarians consumed CM (0.3 g/kg/day, n = 7) or placebo (PLA, 0.3 g maltodextrin/kg/day, n = 8) four times a day for 7 days. Before and after supplementation, repeated sprint capacity was determined. Body mass and …

Restricted Social Engagement Is Associated With Depressive Symptoms In Older Chinese Adults: A Nationwide Cross-Sectional Study, Zheng Guo, Yulu Zheng, Yahong Zhu, Huacheng Wang, Jian Geng, Hengrui Liu, Piyong Ma, Lois Balmer, Xingang Li

Research outputs 2022 to 2026

Background and Aims: Social isolation has been linked to depressive symptoms in older adults. Previous studies have shown that greater engagement in social activities is associated with better mental health. However, it remains unclear whether restricted social engagement is related to poorer mental health outcomes. This study examined the association between reduced social activities/networking and the presence of depressive symptoms among community-dwelling older Chinese adults. Methods: During the COVID-19 pandemic, people chose to minimize going out to reduce the risk of infection, creating a natural setting that mimicked a passive intervention of restricted social engagement for community-based individuals. Data were …

Waste By-Products In Asphalt Concrete Pavement Construction: A Review, Nuha S. Mashaan, Daniel O. Oguntayo, Chathurika Dassanayake

Research outputs 2022 to 2026

The use of mining by-products in bitumen and asphalt mixture modification has drawn a lot of interest lately since it can improve pavement performance while advancing the goals of the circular economy and environmental sustainability. Mining by-products such as steel slag, red mud, silica fume, and fly ash have demonstrated good results as sustainable materials for improving the chemical, mechanical, durability, and rheological properties of asphalt binders and mixtures while also reducing the environmental degradation brought about by the disposal of these by-products. This study reviews research efforts on mining by-products (specifically steel slag, silica fume, red mud, and fly …

Antimicrobial Resistance Of Clostridioides (Clostridium) Difficile In Cambodia, Lengsea Eng, Papanin Putsathit, Su Chen Lim, Jessica M. Chisholm, Deirdre A. Collins, Archie C.A. Clements, Kefyalew Addis Alene, Thomas V. Riley

Research outputs 2022 to 2026

Background/Objectives: Antimicrobial resistance (AMR) remains a major topic of interest in infectious disease management. We studied AMR in Clostridioides difficile isolated in Cambodia. Methods: Agar dilution susceptibility testing was performed according to the CLSI guidelines to determine minimal inhibitory concentrations (MICs) of 10 antimicrobials for 192 isolates of C. difficile from four populations in Cambodia: hospitalised adults, hospitalised children, children from an outpatient department (OPD), and healthy adolescents in the community. Results: Using the CLSI MIC breakpoints for anaerobes and EUCAST breakpoints for C. difficile, all isolates were susceptible to vancomycin, metronidazole, fidaxomicin, and amoxicillin/clavulanic acid, and none were resistant …

Design Of Robust Adaptive Nonlinear Backstepping Controller Enhanced By Deep Deterministic Policy Gradient Algorithm For Efficient Power Converter Regulation, Seyyed Morteza Ghamari, Asma Aziz, Mehrdad Ghahramani

Research outputs 2022 to 2026

Power converters play an important role in incorporating renewable energy sources into power systems. Among different converter designs, Buck and Boost converters are popular, as they use fewer components and deliver cost savings and high efficiency. However, Boost converters are known as non–minimum phase systems, imposing harder constraints for designing a robust converter. Developing an efficient controller for these topologies can be difficult since they exhibit nonlinearity and distortion in high frequency modes. The Lyapunov-based Adaptive Backstepping Control (ABSC) technology is used to regulate suitable outputs for these structures. This approach is an updated version of the technique that uses …

Lower Limb Muscle Strength Matters: Effect Of Relative Isometric Strength On Countermovement And Rebound Jump Performance In Elite Youth Female Soccer Players, Jack Fahey, Paul Comfort, Nicholas Joel Ripley

Research outputs 2022 to 2026

Background: Expression of maximal and rapid force in the hip, knee, and plantar flexors is important for athletic performance in female soccer. This study was designed to determine the effect of relative isometric strength in the isometric mid-thigh pull (IMTP) on countermovement jump (CMJ) and rebound jump (CMJ-R) performance in female youth soccer players. Methods: Ninety-six female soccer players (age: 14.1 ± 2.3 years, height: 160.5 ± 9.7 cm, mass: 55.0 ± 10.3 kg) completed three trials of the IMTP, CMJ, and CMJ-R using force plates. Players were categorized as stronger (top quartile, n = 19) and weaker players (bottom …

Enabling Carbon Dioxide Mineralization And Active Set Control In Portlandite-Based Cementitious Suspensions, Xiaodi Dai, Sharu Bhagavathi Kandy, Rui Xiao, Manas Sarkar, Shubham Wani, Thiyagarajan Ranganathan, Narayanan Neithalath, Aditya Kumar, Mathieu Bauchy, Edward Garboczi, Torben Gädt, Samanvaya Srivastava, Gaurav Sant

Materials Science and Engineering Faculty Research & Creative Works

The real-time control of concrete's stiffening allows users to better control pumping and extrusion during 3D-printing processes. Here, a portlandite-based cementitious formulation (i.e., slurry or suspension) that features the potential for rapid CO₂ uptake is adapted for 3D-printing applications. In particular, we showcase a portlandite-fly ash binder system combined with a thermo responsive polymer, wherein precise control via thermal activation allows set control and rapid solidification. Through the thermally induced polymerization of polyacrylamide, the hybrid binder system rapidly undergoes stiffening at trigger onset temperatures ranging from 60 °C to 80 °C, exhibiting average stiffening rates of up to 2600 …

Short–Range Hard–Sphere Potential And Coulomb Interaction: Deser–Trueman Formula For Rydberg States Of Exotic Atomic Systems, Gregory S. Adkins, Ulrich D. Jentschura

Physics Faculty Research & Creative Works

In exotic atomic systems with hadronic constituent particles, it is notoriously difficult to estimate the strong-interaction correction to energy levels. It is well known that, due to the strength of the nuclear interaction, the problem cannot be solved using Wigner–Brillouin perturbation theory alone. Recently, high-angular-momentum Rydberg states of exotic atomic systems with hadronic constituents have been identified as promising candidates in the search for new physics in the low-energy sector of the Standard Model. We thus derive a generalized Deser–Trueman formula for the induced energy shift for a general hydrogenic bound state with principal quantum number n and orbital angular …

Plasma Lipidome Dysregulation In Frontotemporal Dementia Reveals Shared, Genotype-Specific, And Severity-Linked Alterations., Yohannes A Ambaw, Peter A Ljubenkov, Shubham Singh, Abdi Hamed, Sebastian Boland, Adam L Boxer, Tobias C Walther, Robert V Farese

Duncan NRI Faculty and Staff Publications

Introduction: Biomarkers are essential for monitoring the progression of frontotemporal dementia (FTD). Although dysregulated brain lipid metabolism, particularly sphingolipids enriched in the nervous system, is a key feature of neurodegeneration, plasma lipids remain underexplored as biomarkers compared to imaging and serum proteins.

Methods: We examined plasma lipidomes using liquid chromatography-tandem mass spectrometry (LC-MS/MS) from individuals carrying pathogenic variants linked to autosomal dominant FTD (GRN, C9orf72, MAPT) and non-carriers.

Results: FTD subjects exhibited increased plasma levels of gangliosides (GM3(d18:1_16:0), GM3(d18:1_24:1)), ceramide Cer(d18:1_23:0), and select polyunsaturated triacylglycerols. In contrast, phosphatidylethanolamine (PE(18:0_24:0) and sphingomyelin (SM(38:0) were reduced. Subtype-specific changes included elevated glucosylsphingosine (GlcSph(d18:1) …

Customer Food Intake: An Empirical Analysis Of Gender, Restaurant Use And Attitude Toward Fast Food Among Adolescents And Young Adults, In Nairobi, Kenya, Gerishom G. Madivoli, Rosemarie Ayuma Khayiya, Beatrice Kamau

Journal of Global Hospitality and Tourism

Fast food is the fastest- growing food category worldwide, providing young people and adolescents with a quick, cost- effective, and easily accessible alternative to home- cooked meals. There has been considerably less research into how gender, restaurant usage, and attitudes influence patterns of fast- food consumption. Moreover, the growth of the fast- food industry in every nation creates a significant environmental impetus for increasing fast food consumption and promoting unhealthy eating behaviours. If this issue is not addressed, the prevalence of lifestyle diseases such as obesity, along with the costs of managing these conditions, will escalate, particularly in Kenya. This …

Mentoring In The Age Of Uncertainty: Why Gen Z, Millennials, And Gen X Need Feedback More Than Ever, Abrar Ahmad Khan

Journal of Global Hospitality and Tourism

Uncertainty now defines professional and personal life, particularly for Gen Z, Millennials, and Gen X. Despite being highly educated and digitally connected, these generations face growing decision paralysis, burnout, and confidence gaps when navigating careers. HSBC’s Seizing Uncertainty (2024) reports that over half of younger professionals regret missed opportunities, while Gen X struggles to adapt to new realities and lead younger teams. Traditional feedback models—hierarchical, infrequent, and retrospective—no longer meet the demands of today’s fast-changing workplace. This article argues that mentoring, anchored in real-time and emotionally intelligent feedback, is not a “soft skill” but a leadership necessity. Especially in hospitality …

Reframing Service Quality In Ai-Powered Hospitality Environments, Olena Ciftci

Journal of Global Hospitality and Tourism

The hospitality and tourism industry is experiencing a technological shift through the integration of artificial intelligence (AI), transforming both guest experiences and service operations. While AI offers hyper-personalization, efficiency, and scalability, it challenges traditional notions of service quality rooted in human interaction. This viewpoint explores the emerging concept of tech-augmented hospitality, where AI and human employees co-create guest experiences. The paper highlights key research directions for reconceptualizing service quality in the era of AI-enhanced hospitality. It argues for the development of new evaluative frameworks that encompass hybrid service models, cultural adaptability, inclusivity, and AI literacy.

Speculative Bubbles In The Recent Ai Boom: Nasdaq And The Magnificent Seven, Rerotlhe B. Basele, Peter C. B. Phillips, Shuping Shi

Research Collection School Of Economics

The recent artificial intelligence (AI) boom covers a period of rapid innovation and wide adoption of AI intelligence technologies across diverse industries. These developments have fueled an unprecedented frenzy in the Nasdaq, with AI-focused companies experiencing soaring stock prices that raise concerns about speculative bubbles and real-economy consequences. Against this background, this study investigates the formation of speculative bubbles in the Nasdaq stock market with a specific focus on the so-called Magnificent Seven (Mag-7) individual stocks during the AI boom, spanning the period from January 2017 to January 2025. We apply the real-time PSY bubble detection methodology of Phillips et …

Learning Camp, Language Of Instruction, And Education Outcomes: Evidence From A Field Experiment In Malawi, Hyuncheol Bryant. Kim, Kim

Research Collection School Of Economics

We conducted a randomized experiment to study the impacts of a summer learning camp and the language of instruction on education outcomes. The program, covering social studies and mathematics, provided additional high-quality learning time for 4th and 5th graders in Malawi. The program significantly increased test scores in social studies and mathematics (0.24–0.36 standard deviations). We find suggestive evidence that the impact on test scores in social studies was greater for students instructed in Chichewa, the local language, than for those instructed in English. However, we find no such evidence of differential impacts on test scores in mathematics by the …

(When) Can Trade Wars Be Good?, Henry S. Gao, Weihuan Zhou

Research Collection Yong Pung How School Of Law

‘Trade wars are good, and easy to win,’ tweeted Donald Trump in 2018. The US–China trade war that followed proved otherwise – especially when confronting a major economic power. Yet, can trade wars ever be good? While the academic consensus holds they harm all participants, we argue that under certain circumstances they can produce positive outcomes. Set against the backdrop of the Liberation Day tariffs announced on April 2, 2025, this paper examines the limits of the Ricardian free trade model underpinning the current multilateral trading system, identifies when trade wars may serve strategic goals, and explores alternative rules to …

Kegamangan Sistem Perlindungan Dan Pengelolaan Lingkungan: Melihat Uu Ciptaker Dari Perspektif Prinsip Non-Regresi, Andri G. Wibisana

Jurnal Hukum & Pembangunan

This article evaluates the Environmental Protection and Management Law (UUPPLH) as amended by the Omnibus Law on Job Creation (UUPPLH-Ciptaker) and its implementing regulations. The evaluation uses the normative framework of the principle of non-regression to assess whether the provisions of the UUPPLH-Ciptaker and its implementing regulations represent a setback compared to the legal conditions prior to the enactment of the Omnibus Law. This paper argues that the changes introduced by the UUPPLH-Ciptaker indicate several regressions in Indonesia’s environmental law, particularly in the following areas: a) the weakening of provisions on Environmental Impact Assessment (AMDAL) and Environmental Management and Monitoring …

Teaching Information Literacy In The Emerging And Dynamic Fields Of Preparedness And Security, Abigail Adams

University Libraries Faculty Scholarship

Emergency preparedness and security are comparatively new academic fields, but they have grown tremendously in the last ten years.1 Colleges and universities all over the United States and Canada are adding and expanding programs dedicated to various facets of these subjects. While the specific subtopics and focal areas can vary by program, they all explore threat assessment, risk management, and disaster mitigation in some capacity. Emergency preparedness or emergency management programs prepare students to pursue careers dealing with crisis mitigation and response, whether that crisis is a result of natural disaster, climate change, war, civil unrest, infrastructure failure, economic instability, …

Government Vicarious Liability And The Concept Of Deemed Equality With Private Persons, Gary K. Y. Chan

Research Collection Yong Pung How School Of Law

The immunity against Crown liability was abolished in the United Kingdom in 1948 based on the Diceyan notion of rule of law and deemed equality under the law between public officials and private persons. This paper analyses government vicarious liability in respect of the acts and omissions of public officers under the Singapore Government Proceedings Act with reference to the concept of deemed equality. We will discuss the scope of the statute in light of recent common law developments in vicarious liability, statutory exceptions to government vicarious liability that may be justified by the functions of the government in the …

Guiding Multiple Remote Users In Physical Tasks With Language-Driven Robotic Telepresence, Ruyi Li, Jingfei Guo, Xinyi Zhang, Xuji Zhang, Zeqing Li, Jiannan Li, Jiangtao Gong

Research Collection School Of Computing and Information Systems

Remote assistance through robotic telepresence could involve both control and memory challenges, particularly in one expert to multiple workers situation. In this work, we proposed a novelty language-driven interface to facilitate remote collaboration through telepresence robots. Through operations and maintenance expert interviews and a scenario simulation study, we identified key pain points in executing one-expert-multiple-workers remote guidance using the telepresence robot and proposed two design goals, which together consist of five sub-design goals with corresponding features. These features were integrated into a standard telepresence robot, resulting in the development of a Collaborative LLM-based Embodied Assistant Robot, named CLEAR Robot. A …

Routine Antenatal Ultrasound By Nurse-Midwives In Rural Kenya: A Pragmatic Trial Assessing Feasibility And Effects Of The Mimba Yangu (My Pregnancy) Project, Claudia Hanson, Lucy Nyaga, Nidhi Leekha, Michaela Mantel, Sarah Kedenge, Caroline Gitonga, Violet Naanyu, Jasmit Shah, Marleen Temmerman

Centre of Excellence in Women and Child Health

Introduction: Task-sharing of obstetric ultrasound between nurse-midwives and doctors has the potential to operationalize the World Health Organization’s recommendation of at least one ultrasound before 24 weeks of gestational age for every pregnant woman. Here, we report on the feasibility, acceptability, and effects of the Mimba Yangu (My Pregnancy) task-sharing approach in rural Kenya.

Methods: We conducted a pragmatic trial including 28 primary care facilities between April 2021 and March 2022, selected based on feasibility criteria. Fourteen facilities received the ultrasound intervention composed of (i) task-sharing with nurse-midwives, (ii) the use of portable ultrasound devices (Lumify™) connected to a tablet, …

Engaging Students And Stakeholders In Times Of Crisis: Hbcus Bridging Social Capital On Facebook While Navigating Physical Distancing, Pamela Peters

Journal of Research Initiatives

COVID-19 placed a strain on colleges that tend to rely on tuition, especially small HBCUs, which traditionally serve a high percentage of underrepresented students. Being away from campus, many stakeholders were experiencing higher levels of stress and anxiety. Social media offers an outlet for schools and stakeholders to stay connected during a crisis. Using social capital, this study examined how small HBCUs bridged social capital on Facebook during the year before and the first two years of the pandemic. A comparative analysis of Facebook posts of 30 HBCUs with a student population of under 2000 was conducted to determine post …

Khaled Hosseini’S Judgment In The Kite Runner Towards Pashtun And Hazara Identities, Bilal Waziri, Dawod Mangal, Kamaldeen Kamal

Journal of Research Initiatives

This book review offers a compelling examination of Khaled Hosseini's portrayal of Pashtun and Hazara identities in his acclaimed novel, *The Kite Runner*. Through a literary-ethnographic lens, the research delves into how narrative techniques can construct, amplify, or distort ethnic representations, particularly within the tumultuous backdrop of Afghanistan. The novel is scrutinized for its stark depiction of Pashtuns as oppressors and Hazaras as perennial victims, which risks perpetuating a simplistic and problematic singular narrative. Employing a library-based qualitative approach, this paper thoughtfully interprets textual evidence within the rich sociocultural and historical landscape of Afghanistan. The findings reveal that while the …

Like Playing Plinko: A Conceptual Framework For Student Financial Aid Communication, Alyssa Takatori, Karla A. Weber-Wandel, Z.W. Taylor

Journal of Research Initiatives

The process of applying for and receiving student financial aid is an incredibly complex process involving multiple stakeholders (students, institutions, parents, counselors), levels of information (federal, state, institutional, personal), and modes of communication (print, email, text message, social media, phone calls). Moreover, first-generation students, low-income students, and students of color are most likely to struggle with the financial aid application and awarding process, further marginalizing these students. To date, research has examined how complicated the financial aid process is, how to identify financial aid communication issues, and how to remediate financial aid communication to render it simpler and more intuitive …

Chesnutt Library Annual Report 2024-2025, Lawrence Treadwell Iv

Annual Reports

No abstract provided.

In A Dark Wood Amid The Storm: Literary Representations Of Midlife In The Social And Political Turbulence Of A Kindred Era, Robert Mccreanor

Dissertations, Theses, and Capstone Projects

The apparent parallels between the social and political crises of the 19-teens’s to 1930’s and those of today is a source of popular fascination and commentary. Some have argued that much of our current anxieties about impending global doom harken back to the widespread doomsaying of exactly a century ago in relation to World War I, the 1918 Spanish Influenza and the rising authoritarianism of the 1930’s. Exploration of the midlife experience amid 21^st century political and social crises has been prolific and can also be seen to echo literary representations of this particular life stage from the seemingly …

Designing An Electronic Patient-Reported Outcomes Information Infrastructure Supported By The Re-Aim Implementation Framework, Amy C Moreno, Angela Peek, Toshiko S Stein, Kevin R Shook, Sara M Ali, Laia Humbert-Vidan, Aileen Chen, Miriam Lango, Anna Lee, Michael Spiotto, William H Morrison, Adam S Garden, Jack Phan, Steven J Frank, Katherine Hutcheson, David I Rosenthal, Clifton D Fuller, G Brandon Gunn

Faculty, Staff and Student Publications

Objective: Patient-reported outcomes (PROs) contain valuable information that can be leveraged by providers to perform timely interventions and improve quality of life and survival. However, the implementation of electronic PROs (ePROs) remains a challenge from technical and evaluation perspectives. Our objective was to construct a robust electronic health record (EHR)-integrated ePRO information infrastructure founded on RE-AIM (reach-effectiveness-adoption-implementation-maintenance) principles.

Materials and methods: We used Epic Systems as our EHR platform to build the MD Anderson Symptom Index Head and Neck Module (MDASI-HN) for release to all patients undergoing evaluation and/or treatment in our HN Radiation Oncology clinics. RE-AIM metrics were established …