Digital Commons Network^™

Out-Of-Hospital Birth Training, Experience And Confidence Of Australian Rural Volunteer Ambulance Officers, Michella G. Hill, Belinda Flanagan, Sara Hansen, Luke Hopper, Brennen Mills

Research outputs 2022 to 2026

Introduction: Unplanned out-of-hospital births represent less outs have a high risk of life-threatening complications, which are than 1% of ambulance requests for assistance. However, these call- particularly complex in rural or remote settings with limited accessibility to specialist care support. Many community hospitals Four themes emerged from analysis: (1) Lack of education and no longer provide obstetrics care, so birth parents must travel to exposure to birth resulted in low confidence. Most participants larger regional or metropolitan hospitals for assistance. Increased reported significant anxiety attending obstetric call-outs, and travel time may increase the risk of unplanned out-of-hospital explained under-utilisation of …

Self-Efficacy And Home Dialysis: An Integrative Review, Nicola A. D'Souza, Ma'en Zaid Abu-Qamar, Lisa Whitehead

Research outputs 2022 to 2026

Background: Enhancing patient confidence in their ability (self-efficacy) is vital to ensure people are equipped to maintain home dialysis protocols. Bandura's social cognitive theory provided a framework for understanding the role of self-efficacy in patients managing home dialysis. Objectives: To identify self-reported levels of self-efficacy, the measurements used to assess self-efficacy and the effectiveness of interventions to enhance self-efficacy in patients undergoing home dialysis. Design: An integrative review approach was employed using Whittemore and Knafl's methodology. Methods: A comprehensive search was conducted to identify literature on self-efficacy in patients managing home dialysis. Searches were conducted in CINAHL, MEDLINE, Embase and …

Simple Climate Models That Can Be Used In Primary, Secondary, And Tertiary Education, Timothy G. Harrison, Michael T. Davies-Coleman, Alison C. Rivett, M. Anwar H. Khan, Joyce D. Sewry, Magdalena Wajrak, Nicholas M. Barker, Jonny Furze, Sophie D. Franklin, Linda Sellou, Naomi K.R. Shallcross, Dudley E. Shallcross

Research outputs 2022 to 2026

Climate change is of great concern to all age groups but in particular to children. “Simple” climate models have been in place for a long time and can be used effectively with post-16 students. For younger children, modifications are required, and we describe in this paper the development and use of two such models. The first (the Granny Model) is a pictorial version of the model that has been used extensively with primary and early secondary school aged children (14 and younger). The second is an online version of the simple climate model that can be used without recourse to …

The Delta Concept Does Not Effectively Normalise Exercise Responses To Exhaustive Interval Training, Arthur Henrique Bossi, Wouter Timmerman, Diana Cole, Louis Passfield, James Hopker

Research outputs 2022 to 2026

Objectives: This study was designed to quantify inter- and intra-individual variability in performance, physiological, and perceptual responses to high-intensity interval training prescribed using the percentage of delta (%Δ) method, in which the gas exchange threshold and maximal oxygen uptake (V̇O2max) are taken into account to normalise relative exercise intensity. Design: Repeated-measures, within-subjects design with mixed-effects modelling. Methods: Eighteen male and four female cyclists (age: 36 ± 12 years, height: 178 ± 10 cm, body mass: 75.2 ± 13.7 kg, V̇O2max: 51.6 ± 5.3 ml·kg−1·min−1) undertook an incremental test to exhaustion to determine the gas exchange threshold and V̇O2max as prescription …

The Impact Of Domain Name Server (Dns) Over Hypertext Transfer Protocol Secure (Https) On Cyber Security: Limitations, Challenges, And Detection Techniques, Muhammad Dawood, Shanshan Tu, Chuangbai Xiao, Muhammad Haris, Hisham Alasmary, Muhammad Waqas, Sadaqat Ur Rehman

Research outputs 2022 to 2026

The DNS over HTTPS (Hypertext Transfer Protocol Secure) (DoH) is a new technology that encrypts DNS traffic, enhancing the privacy and security of end-users. However, the adoption of DoH is still facing several research challenges, such as ensuring security, compatibility, standardization, performance, privacy, and increasing user awareness. DoH significantly impacts network security, including better end-user privacy and security, challenges for network security professionals, increasing usage of encrypted malware communication, and difficulty adapting DNS-based security measures. Therefore, it is important to understand the impact of DoH on network security and develop new privacy-preserving techniques to allow the analysis of DoH traffic …

The Integrated Behavioral Model Of Mental Health Help Seeking (Ibm-Hs): A Health Services Utilization Theory Of Planned Behavior For Accessing Care, Joseph H. Hammer, David L. Vogel, Patrick R. Grzanka, Nayeon Kim, Brian T. Keum, Claire Adams, Sarah A. Wilson

Research outputs 2022 to 2026

This article introduces the integrated behavioral model of mental health help seeking (IBM-HS), a theoretical model for understanding the constructs (e.g., systemic, predisposing, and enabling factors; mental health literacy; illness perceptions; perceived need; stigma; shame; perceived benefits, motivation) that influence people’s decision making around seeking professional mental health care and their ultimate access to formal treatment. The IBM-HS is a help-seeking-specific adaptation of the empirically supported integrated behavioral model and integrative model, which are themselves evolutions of the theory of planned behavior and theory of reasoned action. The IBM-HS posits that help-seeking determinants (e.g., structural forces; cultural influences; past help-seeking …

Understanding How Indigenous Knowledge Contributes To Climate Change Adaptation And Resilience: A Systematic Literature Review, Tashi Dorji, Kinley Rinchen, Angus Morrison-Saunders, David Blake, Vicki Banham, Sonam Pelden

Research outputs 2022 to 2026

Climate change is one of the biggest challenges facing the world today threatening societies and the future of the planet. The impacts of climate change are more severe in poor and marginalised populations like Indigenous communities where people rely heavily on their Indigenous Knowledge (IK) to adapt to the changing environment. Climate change adaptation and resilience are critical for the survival of Indigenous communities under the threat of climate change. This systematic literature review seeks to understand how IK contributes to climate change adaptation and resilience. A total of 71 papers from Scopus were analysed using the Preferred Reporting Items …

Until You're In The Chair And Executing Your Role, You Don't Know: A Qualitative Study Of The Needs And Perspectives Of People With Stroke-Related Communication Disabilities When Returning To Vocational Activity, Lucette Lanyon, Ciara Shiggins, Caroline Baker, Serena Alves Stein, Sophie O'Keefe, Emma J. Schneider, Erin Godecke, Kathryn Radford, Natasha A. Lannin

Research outputs 2022 to 2026

Background: People with communication disability after stroke experience low rates of return to vocational roles. Vocational rehabilitation is recommended; however, there are no clear guidelines informing vocational rehabilitation for people with communication disability. Understanding the needs and experiences of this population is critical to improving vocational stroke rehabilitation outcomes. Aims: This study aimed to: (1) investigate the experience of vocational rehabilitation for people with communication disability after stroke, (2) identify gaps and, (3) provide preliminary recommendations for tailored service delivery. Methods: Seven participants with an identified communication impairment following stroke were recruited from a larger clinical trial of early vocational …

A Systematic Review Of Residents’ Perceptions Towards Tourism Development In Ethnic Tourism Contexts, Shi Jie, S. Mostafa Rasoolimanesh, Kyle Maurice Woosnam

Research outputs 2022 to 2026

Ethnic tourism, an indispensable component of global tourism, has gained increasing scholarly attention recently. Despite the well-studied nature of residents’ perceptions, scant literature has scrutinized ethnic residents’ perceptions systematically. Therefore, this review aims to examine the current body of knowledge concerning residents’ perceptions in ethnic tourism contexts and contribute to a generalized conceptual model of residents’ perceptions. Following the PRISMA protocol, a literature search on the Scopus database yielded 1803 records, among which 64 journal articles were proven eligible. The review demonstrated that most residents’ perception studies in ethnic tourism contexts are qualitative, and predominantly conducted in developing countries. Given …

White Lies And Safety Nets: The Perceptions Of Nurses On The Use Of Early Warning Systems And The Development Of Higher-Order Thinking Skills, Deb Massey, Tracy Flenady, Amy Louise Byrne, Justine Connor, Danielle Le Lagadec

Research outputs 2022 to 2026

Background: Algorithmic tools such as early warning systems (EWSs) have been embedded into clinical practice globally to facilitate the early recognition of patient deterioration and to guide the escalation of care. Concerns have been raised that the mandated use of these EWS tools may impact the development of nurses' higher-order thinking. However, the relationship between EWS tools and the development of higher-order thinking is poorly understood.

Objectives: This paper provides the qualitative results of a larger study that sought to explore the impact of EWS tools on the development of nurses' higher-order thinking. The objective of this component of the …

Preparing The Future Public Health Workforce: Fostering Global Citizenship Through The Relational Employability Framework - Insights From Two Case Studies, Elizabeth Cook, Sally-Anne Doherty, Ruth M. Wallace

Research outputs 2022 to 2026

A well-prepared public health workforce is essential for reducing disease burdens and improving population health, necessitating an education that addresses global and complex challenges. This paper explores the integration of the Relational Employability Framework in public health education as a tool to foster critical reflection and cultivate global citizenship among students and graduates. Global citizenship encompasses the social, political, environmental and economic actions of globally conscious individuals and communities, recognising that individuals operate within diverse local and global networks. Relational employability expands traditional notions of graduate employability, incorporating not only foundational career development and human interactions but also connections with …

A Flavonoid-Rich Diet Is Associated With Lower Risk And Improved Imaging Biomarkers Of Nonalcoholic Fatty Liver Disease: A Prospective Cohort Study, William Bell, Amy Jennings, Alysha S. Thompson, Nicola P. Bondonno, Anna Tresserra-Rimbau, Tilman Kühn, Aedín Cassidy

Research outputs 2022 to 2026

Background: Mechanistic studies and short-term randomized trials suggest higher intakes of dietary flavonoids may protect against nonalcoholic fatty liver disease (NAFLD).

Objectives: We aimed to perform the first population-based study with long-term follow-up on flavonoid consumption, incident NAFLD, and validated NAFLD biomarkers.

Methods: In a prospective study, we assessed the associations between flavonoid intake based on ≥2 24-h dietary assessments and NAFLD risk among 121,064 adults aged 40–69 y by multivariable Cox regression analyses. We further assessed the associations between flavonoid intake and magnetic resonance imaging-derived liver fat (a subset of n = 11,435) and liver-corrected T1 values (cT1; a …

A Systematic Review And Network Meta-Analysis On The Effectiveness Of Exercise-Based Interventions For Reducing The Injury Incidence In Youth Team-Sport Players. Part 1: An Analysis By Classical Training Components, Francisco Javier Robles-Palazón, Desirée Blázquez-Rincón, Alejandro López-Valenciano, Paul Comfort, José Antonio López-López, Francisco Ayala

Research outputs 2022 to 2026

Objectives: The primary purposes were (a) to estimate the pooled effects of injury prevention programs (IPPs) on reducing overall and some specific body regions (lower extremity, thigh, knee, and ankle) injury incidence rates (IIRs) and (b) to compare the effects of single- and multi-component IPPs on mitigating injury risk in youth team sport athletes. A secondary objective was to explore the individual effects of different components on these IIRs. Materials and methods: Searches were performed up to 15 January 2024 in PubMed, Web of Science, SPORTDiscus, and Cochrane Library. Eligible criteria were: exercise-based interventions evaluated against a control group, overall …

Adapting A Telehealth Physical Activity And Diet Intervention To A Co-Designed Website For Self-Management After Stroke: Tutorial, Dina Pogrebnoy, Lee Ashton, Brian A. Beh, Meredith Burke, Richard Cullen, Jude Czerenkowski, Julie Davey, Amy M. Dennett, Kevin English, Erin Godecke, Nicole Harper, Elizabeth Lynch, Lesley Macdonald-Wicks, Amanda Patterson, Emily Ramage, Ben Schelfhaut, Dawn B. Simpson, Karly Zacharia, Coralie English

Research outputs 2022 to 2026

People who experience a stroke are at a higher risk of recurrent stroke when compared with people who have not had a stroke. Addressing modifiable risk factors like physical inactivity and poor diet has been shown to improve blood pressure, a leading contributor to stroke. However, survivors of stroke often experience challenges with accessing risk reduction services including long wait lists, difficulty with transportation, fatigue, impaired function, and diminished exercise capacity. Providing health interventions via a website can extend the reach when compared with programs that are only offered face to face or via real-time telehealth. Given global challenges of …

Board Ethical Commitment And Corporate Performace: A Qualitative Perspective, Ahmad Saiful Azlin Puteh Salin, Zubaidah Ismail, Malcolm Smith

Research outputs 2022 to 2026

The purpose of the study is to explore the responsibilities of directors in creating a good ethical culture in their organisation and examine whether good ethical practices are able to enhance a company’s performance. To achieve this purpose, face-to-face semi-structured interviews with directors as the respondents are employed as a data collection method. This study found that board ethical commitments are necessary elements for sustaining the good performance of a company. The planning and monitoring of these ethical practices are the responsibilities of the board of directors, which then will be executed by top management, led by the chief executive …

Classification Of Vaginal Cleanliness Grades Through Surface-Enhanced Raman Spectral Analysis Via The Deep-Learning Variational Autoencoder: Long Short-Term Memory Model, Jia Wei Tang, Xin Ru Wen, Hui Min Chen, Jie Chen, Kun Hui Hong, Quan Yuan, Muhammad Usman, Liang Wang

Research outputs 2022 to 2026

In this study, it is aimed to establish a novel method based on a deep-learning-guided surface-enhanced Raman spectroscopy (SERS) technique to achieve rapid and accurate classification of vaginal cleanliness levels. We proposed a variational autoencoder (VAE) approach to enhance spectral quality, coupled with a deep learning algorithm long short-term memory (LSTM) neural network to analyze SERS spectra produced by vaginal secretions. The performance of various machine learning (ML) algorithms is assessed using multiple evaluation metrics. Finally, the reliability of the optimal model is tested using blind test data (N = 10/group for each cleanliness level). The data quality of the …

Diel Movement Patterns In Nominally Nocturnal Coral Reef Fishes (Haemulidae And Lutjanidae): Intra Vs. Interspecific Variation, William P. Collins, David R. Bellwood, Renato A. Morais, Nathan J. Waltham, Alexandre C. Siqueira

Research outputs 2022 to 2026

Movement of animals, habitat connectivity, and nutrient transport are key elements in the ecological functioning of coral reef ecosystems. However, most studies have focused on the diurnal component of these aspects; nocturnal patterns are less known. Our study aims to address this knowledge gap by assessing diel movement patterns in ecologically and commercially important nocturnal coral reef fishes. We evaluate 122-days of acoustic telemetry data from 4 nocturnal species in 2 coral reef fish families (Haemulidae and Lutjanidae) on the Great Barrier Reef. For all species, we found a clear division between daytime resting areas on the reef and a …

Editorial: Rock Physics Of Unconventional Reservoirs: Volume Ii, Qiaomu Qi, Lidong Dai, Maxim Lebedev, Tobias Müller, Junfang Zhang

Research outputs 2022 to 2026

No abstract provided.

Human-Empathy Accessibility Learning (Heal) Intervention Model Towards Critical Soft Skills Development For Career Readiness Among Computing Undergraduate Students, Jami Cotler, Eszter Kiss, Dmitry Burshteyn, Eben Afrifa-Yamoah

Research outputs 2022 to 2026

This pilot mixed methods study explores the impact of Human-Empathy Accessibility Learning (HEAL) interventions on soft skills development in undergraduate computing students, emphasizing their role in job readiness and perceived employability. HEAL interventions aimed to enhance accessibility awareness, focusing on motivation, empathy, and emotional intelligence. Participants were assigned to control and experiment groups, with qualitative findings showing empathetic growth in the experiment group. Quantitative results partially supported qualitative findings, indicating statistically significant changes across measures. Despite quantitative limitations, short-term empathy interventions showed potential benefits for job readiness. The study discusses implications of mixed findings and recommends future research directions.

Irs-Enabled Noma Communication Systems: A Network Architecture Primer With Future Trends And Challenges, Haleema Sadia, Ahmad Kamal Hassan, Ziaul Haq Abbas, Ghulam Abbas, Muhammad Waqas, Zhu Han

Research outputs 2022 to 2026

Non-Orthogonal Multiple Access (NOMA) has already proven to be an effective multiple access scheme for 5th Generation (5G) wireless networks. It provides improved performance in terms of system throughput, spectral efficiency, fairness, and energy efficiency (EE). However, in conventional NOMA networks, performance degradation still exists because of the stochastic behavior of wireless channels. To combat this challenge, the concept of Intelligent Reflecting Surface (IRS) has risen to prominence as a low-cost intelligent solution for Beyond 5G (B5G) networks. In this paper, a modeling primer based on the integration of these two cutting-edge technologies, i.e., IRS and NOMA, for B5G wireless …

Leveraging Finite-Precision Errors In Chaotic Systems For Enhanced Image Encryption, B. M. El-Den, Saad Aldosary, Haitham Khaled, Tarek M. Hassan, Walid Raslan

Research outputs 2022 to 2026

This research explores the application of chaotic systems in generating pseudo-random numbers for encryption protocols, offering a novel perspective on addressing the challenges posed by limited computer precision in cryptographic applications. Chaotic systems, while promising for encryption, often suffer from degradation in their chaotic properties when implemented on computers with finite precision. Previous studies have primarily aimed to mitigate this issue, with limited consideration of harnessing finite-precision errors as a potential source of randomness. In this study, we propose an innovative encryption method that leverages finite-precision errors within chaotic systems. The algorithm generates a keystream based on lower bound error …

Longitudinal Associations Between Exercise And Biomarkers In Autosomal Dominant Alzheimer's Disease, Kelsey R. Sewell, James D. Doecke, Chengjie Xiong, Tammie Benzinger, Colin L. Masters, Christoph Laske, Mathias Jucker, Francisco Lopera, Brian A. Gordon, Jorge Llibre-Guerra, Johannes Levin, Edward D. Huey, Jason Hassenstab, Peter R. Schofield, Gregory S. Day, Nick C. Fox, Jasmeer Chhatwal, Laura Ibanez, Jee Hoon Roh, Richard Perrin, Jae Hong Lee, Ralph N. Martins, Stephanie Rainey-Smith, Samantha L. Gardener, Hamid R. Sohrabi, Belinda Brown

Research outputs 2022 to 2026

INTRODUCTION: We investigated longitudinal associations between self-reported exercise and Alzheimer's disease (AD)-related biomarkers in individuals with autosomal dominant AD (ADAD) mutations. METHODS: Participants were 308 ADAD mutation carriers aged 39.7 ± 10.8 years from the Dominantly Inherited Alzheimer's Network. Weekly exercise volume was measured via questionnaire and associations with brain volume (magnetic resonance imaging), cerebrospinal fluid biomarkers, and brain amyloid beta (Aβ) measured by positron emission tomography were investigated. RESULTS: Greater volume of weekly exercise at baseline was associated with slower accumulation of brain Aβ at preclinical disease stages β = –0.16 [–0.23 to –0.08], and a slower decline in …

Nurse Knowledge, Attitudes, And Barriers To Pressure Injuries: A Cross-Sectional Study In An Australian Metropolitan Teaching Hospital, Linda Coventry, Amanda Towell-Barnard, Joelle Winderbaum, Nicole Walsh, Mark Jenkins, Dimitri Beeckman

Research outputs 2022 to 2026

Background: Pressure injuries are associated with significant clinical complications with negative effects on the patient's emotional, psychological, social and physical wellbeing. However, in Australia little is known about the knowledge and attitudes of nurses towards hospital-acquired pressure injuries.

Objective: To determine nurse knowledge and attitudes towards hospital-acquired pressure injuries and to identify barriers towards prevention.

Methods: A cross-sectional study following the STROBE statement was conducted between May to July in 2017. All nurses at a major metropolitan teaching hospital in Western Australia were invited to participate. Nurse knowledge and attitude to pressure injury were assessed using validated Pressure Ulcer Knowledge …

Plant But Not Animal Sourced Nitrate Intake Is Associated With Lower Dementia-Related Mortality In The Australian Diabetes, Obesity, And Lifestyle Study, Anjana Rajendra, Nicola P. Bondonno, Liezhou Zhong, Simone Radavelli-Bagatini, Kevin Murray, Stephanie R. Rainey-Smith, Samantha L. Gardener, Lauren C. Blekkenhorst, Dianna J. Magliano, Jonathan E. Shaw, Robin M. Daly, Kaarin J. Anstey, Joshua R. Lewis, Jonathan M. Hodgson, Catherine P. Bondonno

Research outputs 2022 to 2026

Introduction: Dietary nitrate is potentially beneficial for cardiovascular, cerebrovascular, and nervous systems due to its role as a nitric oxide (NO) precursor. Increased nitrate intake improves cardiovascular health and therefore could protect against dementia, given the cardiovascular-dementia link. Objective: To investigate the association between source-dependent nitrate intake and dementia-related mortality. As individuals with diabetes are at higher risk of dementia, a secondary aim was to investigate if the associations between nitrate and dementia varied by diabetes mellitus (DM) and pre-diabetes status. Methods: This study involved 9,149 participants aged ≥25 years from the well-characterised Australian Diabetes, Obesity, and Lifestyle (AusDiab) Study …

Prioritising Children’S Participation In Research: Including Children’S Voices In Updating A National Early Learning Framework, Lennie Barblett, Jennifer Cartmel, Leanne Lavina, Fay Hadley, Susan Irvine, Linda J. Harrison, Francis Bobongie-Harris

Research outputs 2022 to 2026

Involving children as stakeholders and including their voices in updating the Australian Early Years Learning Framework (for children birth to age 5) was a focus of this project design. The design was grounded in participatory approaches with a children’s rights perspective, as the team prioritised seeking children’s views and encouraging their agency on matters that affect them. This three-stage research project across 15 months sought children’s input in each stage. Research methods consisted of everyday playful activities supported by educators in early childhood environments using dialogic drawing, talking circles and discussions using photo elicitation. Educators received information to support their …

Queering Apocalyptic Methodologies: Enacting The Utopian Performative Through Extended Reality Artwork, Cassandra Tytler

Research outputs 2022 to 2026

This paper takes its cue from Koro and Wolgemuth's conceptual writing on Apocalyptic Methodologies as an extended prompt to enact the utopian performative as a form of generative Queer Ecopedagogy. A utopian performative is the performance of future potential that critiques our present political moment, highlighting that the present is not enough. The paper offers a troubling of "nature"and place, in its suggestion that digital space can be a refuge for EE practice. It looks to virtual reality as a realm used to create space free from the constraints of colonial history or normative prescriptions of the non/human binary. The …

Re-Living Trauma Near Death: An Integrative Review Using Grounded Theory Narrative Analysis, Nikki Johnston, Michael Chapman, Jo Gibson, Catherine Paterson, Murray Turner, Karen Strickland, Wai Man Liu, Christine Phillips, Kasia Bail

Research outputs 2022 to 2026

Background: Symptoms of emotional and physical stress near death may be related to previous experiences of trauma. Objective: To investigate current evidence regarding the following: (1) Is previous trauma identified in people who are dying, and if so, how? (2) How is previous trauma associated with the experience of death/dying in people with or without cognitive impairment? and (3) What palliative care interventions are available to people with previous trauma at the end of life? Design: This integrative review was conducted per Whittemore and Knafl’s guidelines, which involves a stepped approach, specifically (1) problem identification, (2) literature search, (3) data …

The Gender Pay Gap In The Australian Nursing Workforce: A Retrospective Observational Study, Gemma Doleman, Christine Duffield, Ian W. Li

Research outputs 2022 to 2026

Aim: To explore the gender pay gap among the Australian nursing workforce and identify reasons for such a gap. Background: Gender discrimination exists in nursing, with men having a higher rate of pay and a faster rate of career progression, irrespective of experience and qualifications. In addition, men are shown to have a greater representation in leadership roles compared to the proportion of men in the profession. Methods: The study uses a retrospective, observational survey design of graduate nurses from all Australian universities. Findings: The gender wage gap was around 4% at six months after graduation, increasing to 13% at …

Towards An Indigenous-Informed Multispecies Collaboratory, Sandra Wooltorton, Peta J. White

Research outputs 2022 to 2026

How does Australia's latest Indigenous defeat relate to Environmental Education? The answer is direct complicity. This paper begins with the premise that the failure of Australia's 2023 referendum on "The Voice to Parliament"is directly connected with education. The chapter builds on the proposition that local and Indigenous public knowledge could - and should - be the heart of environmental education. We apply a post-qualitative practice that is underpinned by innovative feminisms and the post-qualitative methods within a Multispecies Collaboratory, an experimental way of transforming our learning by attending to the responsive, relational world of all beings. We use this practice …

Ai-Analyst: An Ai-Assisted Sdlc Analysis Framework For Business Cost Optimization, Nuruzzaman Faruqui, Priyabrata Thatoi, Rohit Choudhary, Ivana Roncevic, Hamed Alqahtani, Iqbal H. Sarker, Shapla Khanam

Research outputs 2022 to 2026

Managing the System Development Lifecycle (SDLC) is a complex task because of its involvement in coordinating diverse activities, stakeholders, and resources while ensuring project goals are met efficiently. The complex nature of the SDLC process leaves plenty of scope for human error, which impacts the overall business cost. This paper introduces AI-Analyst, an AI-assisted framework developed using the transformer-based model with more than 150 million parameters to assist with SDLC management. It minimizes manual effort errors, optimizes resource allocation, and improves decision-making processes, resulting in substantial cost savings. The statistical analysis shows that it saves around 53.33% of costs in …