Digital Commons Network^™

The Burden Of Self-Reported Antibiotic Allergies In Health Care And How To Address It: A Systematic Review Of The Evidence, Annabelle Arnold, Linda L. Coventry, Mandie Foster, Jennifer J. Koplin, Michaela Lucas

Research outputs 2022 to 2026

Background: Antibiotics are the first-line treatment for bacterial infections; however, overuse and inappropriate prescribing have made antibiotics less effective with increased antimicrobial resistance. Unconfirmed reported antibiotic allergy labels create a significant barrier to optimal antimicrobial stewardship in health care, with clinical and economic implications. Objective: A systematic review was conducted to summarize the impact of patient-reported antibiotic allergy on clinical outcomes and various strategies that have been employed to effectively assess and remove these allergy labels, improving patient care. Methods: The review was undertaken using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. A critical appraisal was conducted …

Seagrass Soils Sequester Up To Half The Metal Emissions Of One Of The World's Largest Smelters, Anna Lafratta, Oscar Serrano, Pere Masque´, M. Fernandes, S. Gaylard, Paul Lavery

Research outputs 2022 to 2026

One of the world's largest smelters has been operating in South Australia since 1889, affecting environment and human health. Here we quantified the magnitude of Pb, Zn and Cd emissions from the smelter sequestered in the soil of an adjacent 110 km2 Posidonia australis seagrass meadows. Seagrass core records show that the smelter contaminated the entire area with decreasing sequestration with increasing distance from contamination points. The soil accumulated ~1300 t of Pb, ~3450 t of Zn, and ~ 90 t of Cd since 1889, and sequestered the equivalent of ~20 % of Pb, and ~50 % of Zn and …

Going Beyond: Cyber Security Curriculum In Western Australian Primary And Secondary Schools. Final Report, Nicola F. Johnson, Ahmed Ibrahim, Leslie Sikos, Marnie Mckee

Research outputs 2022 to 2026

There is no doubt cyber security is of national interest given the rife nature of cyber crime and the alarming increase of victims who have endured identify theft, fraud and scams. Curriculum within K-12 schools tends to be fixed and any modifications are subject to extensive consultation within a prolonged review cycle. Therefore, this report has gone beyond curriculum to explore the potential of national awareness campaigns and dynamic digital cyber security licences as alternative possibilities for instigation. The role of leaders in various school sectors and systems is critical for a successful roll out. This final report culminates from …

Associations Of Physical Activity And Quality Of Life In Parapneumonic Effusion Patients, Pedro Lopez, Deirdre B. Fitzgerald, Joanne A. Mcveigh, Arash Badiei, Sanjeevan Muruganandan, Robert U. Newton, Leon Straker, Yun C. G. Lee, Carolyn J. Peddle-Mcintyre

Research outputs 2022 to 2026

Introduction Little is known about activity behaviours and quality of life (QoL) of patients with parapneumonic pleural effusions (PPE) after hospital discharge. This study is a secondary analysis of a randomised trial (dexamethasone versus placebo) for hospitalised patients with PPE. We: 1) described the patients’ activity behaviour patterns and QoL measured at discharge and at 30 days post-discharge; and 2) examined the association between activity behaviours and QoL scores. Methods Activity behaviour (7-day accelerometry; Actigraph GT3X+) and QoL (Medical Outcomes Study Short-Form 36) were assessed. Repeated measures analysis of covariance controlling for baseline values and a series of linear regression …

Coagulation Factors And Natural Anticoagulants As Surrogate Markers Of Preeclampsia And Its Subtypes: A Case-Control Study In A Ghanaian Population, Selina Mintaah, Enoch O. Anto, Wina I. O. Boadu, Benedict Sackey, Lily A. Boateng, Ezekiel Ansah, Emmanuel E. Korsah, Joseph Frimpong, Valentine C. K. T. Tamakloe, Peter K. Selleh, David A. Afrifa, Abdul-Razak Saasi, Ebenezer Senu, Lawrence A. Duah, Stephen Opoku, John P. Amoah, Patrick Adu, Joseph Boachie, Dorcas A. Nyamekye, David S. Sackey, Yaw A. Wiafe, Otchere Addai-Mensah

Research outputs 2022 to 2026

Preeclampsia (PE) is associated with endothelial injury and hemostatic abnormalities. However, the diagnostic role of coagulation parameters and natural anticoagulants in predicting PE has not been explored in Ghana. This study assessed plasma levels of these factors as surrogate markers of PE and its subtypes. This case-control study included 90 women with PE (cases) and 90 normotensive pregnant women (controls). Blood samples were drawn for the estimation of complete blood count and coagulation tests. The prothrombin time (PT), activated partial thromboplastin time (APTT), and the calculation of the international normalized ratio (INR) were determined by an ACL elite coagulometer while …

Delivering Constraint-Induced Movement Therapy In Stroke Rehabilitation Requires Informed Stakeholders, Sufficient Resources And Organisational Buy-In: A Mixed-Methods Systematic Review, Ashan Weerakkody, Jocelyn White, Claire Hill, Erin Godecke, Barby Singer

Research outputs 2022 to 2026

Objective: To summarise and synthesise the qualitative literature relating to constraint-induced movement therapy (CIMT) among stroke survivors, carers, therapists and rehabilitation service managers. Design: Systematic review of qualitative studies. Quantitative studies using survey data were also included if they investigated perceptions and/or experiences related to CIMT. Data sources: Cochrane Library, Medline, JBI, Emcare, Embase, PsycInfo, CINAHL, PEDro, OT Seeker and NICE from inception to January 2022. Data extraction and synthesis: Two reviewers independently extracted data from the included studies and assessed comprehensiveness of reporting using established tools. Thematic synthesis was undertaken to synthesise findings for studies using focus groups and …

Generalized Framework For Image And Video Object Segmentation Using Affinity Learning And Message Passing Gnns, Sundaram Muthu, Ruwan Tennakoon, Tharindu Rathnayake, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar

Research outputs 2022 to 2026

Despite significant amount of work reported in the computer vision literature, segmenting images or videos based on multiple cues such as objectness, texture and motion, is still a challenge. This is particularly true when the number of objects to be segmented is not known or there are objects that are not classified in the training data (unknown objects). A possible remedy to this problem is to utilize graph-based clustering techniques such as Correlation Clustering. It is known that using long range affinities (Lifted multicut), makes correlation clustering more accurate than using only adjacent affinities (Multicut). However, the former is computationally …

Improved Yolov5-Based Real-Time Road Pavement Damage Detection In Road Infrastructure Management, Abdullah A. Sami, Saadman Sakib, Kaushik Deb, Iqbal H. Sarker

Research outputs 2022 to 2026

Deep learning has enabled a straightforward, convenient method of road pavement infrastructure management that facilitates a secure, cost-effective, and efficient transportation network. Manual road pavement inspection is time-consuming and dangerous, making timely road repair difficult. This research showcases You Only Look Once version 5 (YOLOv5), the most commonly employed object detection model trained on the latest benchmark Road Damage Dataset, Road Damage Detection 2022 (RDD 2022). The RDD 2022 dataset includes four common types of road pavement damage, namely vertical cracks, horizontal cracks, alligator cracks, and potholes. This paper presents an improved deep neural network model based on YOLOv5 for …

Influence Of Soil Fabric On Dynamic Properties Of Sand: An Experimental Study, Arpit Jain, Satyendra Mittal, Sanjay K. Shukla

Research outputs 2022 to 2026

Natural field sites originate under the action of external sources such as rivers, wind, or marine environments. These sources are responsible for constituting a variety of soil fabrics, which ultimately modify the deformation characteristics. Additionally, the dynamic properties of a site present the characterization of a region and have been profusely utilized by field engineers and researchers. In the present study, the dynamic properties of soil specimens have been evaluated for specimen preparation techniques, namely, air pluviation (AP) and water sedimentation (WS). The cyclic triaxial tests were conducted on the strain-controlled consolidated undrained specimens at a frequency of 0.1 Hz. …

Influence Of Three-Dimensional Printing Parameters On Compressive Properties And Surface Smoothness Of Polylactic Acid Specimens, Hamed Bakhtiari, Mostafa Nikzad, Majid Tolouei-Rad

Research outputs 2022 to 2026

While the mechanical performance of fused filament fabrication (FFF) parts has been extensively studied in terms of the tensile and bending strength, limited research accounts for their compressive performance. This study investigates the effect of four process parameters (layer height, extrusion width, nozzle temperature, and printing speed) on the compressive properties and surface smoothness of FFF parts made of Polylactic Acid (PLA). The orthogonal Taguchi method was employed for designing the experiments. The surface roughness and compressive properties of the specimens were then measured and optimized using the analysis of variance (ANOVA). A microscopic analysis was also performed to identify …

Is Learning Being Supported When Information Is Provided To Informal Carers During Inpatient Stroke Rehabilitation? A Qualitative Study, Elizabeth A. Lynch, Jessica Nolan, Lemma N. Bulto, John Mitchell, Annette Mcgrath, Simon Lane, Gill Harvey, Dominique A. Cadilhac, Rachel Harling, Erin Godecke

Research outputs 2022 to 2026

Purpose: To explore how health professionals provide information to informal carers during inpatient stroke rehabilitation and whether these practices align with adult learning principles. Methods: Informal carers and survivors of stroke who had completed inpatient rehabilitation, and health professionals working in inpatient stroke rehabilitation were interviewed. Directed qualitative content analysis was conducted using an adult learning model, to determine how closely reported practices aligned to adult learning principles. Results: 14 carers, 6 survivors of stroke and 17 health professionals participated. Carers (79% female, 57% spouse/partner) reported having incomplete knowledge during rehabilitation, lacking information about mechanisms of stroke recovery, rehabilitation processes, …

Cannabis- And Substance-Related Carcinogenesis In Europe: A Lagged Causal Inferential Panel Regression Study, Albert S. Reece, Kellie Bennett, Gary K. Hulse

Research outputs 2022 to 2026

Recent European data facilitate an epidemiological investigation of the controversial cannabis–cancer relationship. Of particular concern were prior findings associating high-dose cannabis use with reproductive problems and potential genetic impacts. Cancer incidence data age-standardised to the world population was obtained from the European Cancer Information System 2000–2020 and many European national cancer registries. Drug use data were obtained from the European Monitoring Centre for Drugs and Drug Addiction. Alcohol and tobacco consumption was sourced from the WHO. Median household income was taken from the World bank. Cancer rates in high-cannabis-use countries were significantly higher than elsewhere ( -estimate = 0.4165, p …

Longitudinal Trajectories Of Basal Forebrain Volume In Normal Aging And Alzheimer's Disease, Ying Xia, Paul Maruff, Vincent Doré, Pierrick Bourgeat, Simon M. Laws, Christopher Fowler, Stephanie R. Rainey-Smith, Ralph N. Martins, Victor L. Villemagne, Christopher C. Rowe, Colin L. Masters, Elizabeth J. Coulson, Jurgen Fripp

Research outputs 2022 to 2026

Dysfunction of the cholinergic basal forebrain (BF) system and amyloid- (A ) deposition are early pathological features in Alzheimer's disease (AD). However, their association in early AD is not well-established. This study investigated the nature and magnitude of volume loss in the BF, over an extended period, in 516 older adults who completed A -PET and serial magnetic resonance imaging scans. Individuals were grouped at baseline according to the presence of cognitive impairment (CU, CI) and A status (A −, A +). Longitudinal volumetric changes in the BF and hippocampus were assessed across groups. The results indicated that high A …

Making Open Scholarship More Equitable And Inclusive, Paul L. Arthur, Lydia Hearn, John C. Ryan, Nirmala Menon, Langa Khumalo

Research outputs 2022 to 2026

Democratizing access to information is an enabler for our digital future. It can transform how knowledge is created, preserved, and shared, and strengthen the connection between academics and the communities they serve. Yet, open scholarship is influenced by history and politics. This article explores the foundations underlying open scholarship as a quest for more just, equitable, and inclusive societies. It analyzes the origins of the open scholarship movement and explores how systemic factors have impacted equality and equity of knowledge access and production according to location, nationality, race, age, gender, and socio-economic circumstances. It highlights how the privileges of the …

Collaborative Inquiry With Men Who Use Intimate Partner Violence: Service User Perspectives On Expertise In Domestic Violence Services For Men, Rebecca Jury

Research outputs 2022 to 2026

Concerns have been expressed regarding the efficacy of services for heterosexual men who use intimate partner violence. In addition, there has been limited research into the perspectives of these men regarding their use of services. The Australian study outlined in this article sought to examine the experiences of heterosexual men who use intimate partner violence (IPV) when they access domestic violence services. Collaborative inquiry was undertaken with men who were attending a residential domestic violence service to explore the research question; What does expertise look like in domestic violence services for men? When discussing expertise, twenty men identified four themes: …

Can Tourism Market Diversification Mitigate The Adverse Effects Of A Blockade On Tourism? Evidence From Qatar, Ghialy Yap, Shrabani Saha, Nelson O. Ndubisi, Saif S. Alsowaidi, Ali S. Saleh

Research outputs 2022 to 2026

This study examines the effects of an unfavorable political event or environmental hostility, namely, a blockade affecting international tourist inflows, and how tourism market diversification (TMD) could mitigate the adverse effects in the case of Qatar. To quantify these effects, we adopted a standard tourism-demand model and augmented it with a Herfindahl index (HI) for the geographical diversification of tourism exports, a dummy variable for the blockade, and an interaction variable. We further analyzed the tourist inflows from various regions using regional dummies and their interaction terms to capture the different impacts of the blockade on Qatar’s inbound tourists from …

Managing Emotional Labour: The Importance Of Organisational Support For Managing Police Officers In England And Italy, Yvonne Brunetto, Ben Farr-Wharton, Paresh Wankhade, Chiara Saccon, Matthew Xerri

Research outputs 2022 to 2026

This paper empirically examines the impact of organisational psychological support on employees’ outcomes as an example of the ‘Common Good HRM’ model on the well-being–performance continuum of police officers, using a Conservation of Resources (COR) theoretical framework. The study uses Structural Equation Modelling to analyse data from 220 Italian police and 228 English police officers to compare the impact of Perceived Organisational Support (POS) on organisational stress, employees’ resilience, and engagement. The findings show that low Perceived Organisational Support (POS) leads to high stress, which then comprises employees’ resilience and likely demotivates them from being engaged on the job, explaining …

Principles And Philosophies For Speech And Language Therapists Working With People With Primary Progressive Aphasia: An International Expert Consensus, A. Volkmer, J. Cartwright, L. Ruggero, A. Beales, J. Gallée, S. Grasso, M. Henry, R. Jokel, J. Kindell, R. Khayum, M. Pozzebon, E. Rochon, C. Taylor-Rubin, R. Townsend, F. Walker, S. Beeke, Deborah Hersh

Research outputs 2022 to 2026

Purpose:

Primary progressive aphasia (PPA) is a language-led dementia associated with Alzheimer’s pathology and fronto-temporal lobar degeneration. Multiple tailored speech and language interventions have been developed for people with PPA. Speech and language therapists/speech-language pathologists (SLT/Ps) report lacking confidence in identifying the most pertinent interventions options relevant to their clients living with PPA during their illness trajectory.

Materials and methods:

The aim of this study was to establish a consensus amongst 15 clinical-academic SLT/Ps on best practice in selection and delivery of speech and language therapy interventions for people with PPA. An online nominal group technique (NGT) and consequent focus …

Distilling Best Practice Principles For Public Participation In Impact Assessment Follow-Up, Angus Morrison-Saunders, Jos Arts, Jenny Pope, Alan Bond, Francois Retief

Research outputs 2022 to 2026

Building upon principles for public engagement and for impact assessment (IA) follow-up, this paper distils best practice principles specific to public participation in IA follow-up. Literature review, followed by a simple survey distributed to IA follow-up and/or public engagement practitioners, helped identify key principles and related published sources. Twelve principles for public participation in IA follow-up are presented, which relate to (1) mandatory public reporting, (2) ease of access to published material, (3) full transparency, (4) clarity about the IA follow-up process, (5) input to decision-making, (6) continuous access to IA follow-up activities and feedback, (7) independent verification, (8) two-way …

Performance Evaluation Of Single Stand And Hybrid Solar Water Heaters: A Comprehensive Review, Zohreh Rahimi-Ahar, Mehdi Khiadani, Leile Rahimi Ahar, Abdellah Shafieian

Research outputs 2022 to 2026

In this review, flat plate and concentrate-type solar collectors, integrated collector–storage systems, and solar water heaters combined with photovoltaic–thermal modules, solar-assisted heat pump solar water heaters, and solar water heaters using phase change materials are studied based on their thermal performance, cost, energy, and exergy efficiencies. The maximum water temperature and thermal efficiencies are enlisted to evaluate the thermal performance of the different solar water heaters. It is found that the solar water heaters’ performance is considerably improved by boosting water flow rate and tilt angle, modification of the shape and number of collectors, using wavy diffuse and electrodepositioned reflector …

Three-Dimensional Food Printing: Its Readiness For A Food And Nutrition Insecure World, Liezhou Zhong, Joshua R. Lewis, Marc Sim, Catherine P. Bondonno, Mark L. Wahlqvist, Amin Mugera, Sharon Purchase, Kadambot H. M. Siddique, Michael J. Considine, Stuart K. Johnson, Amanda Devine, Jonathan M. Hodgson

Research outputs 2022 to 2026

Three-dimensional (3D) food printing is a rapidly emerging technology offering unprecedented potential for customised food design and personalised nutrition. Here, we evaluate the technological advances in extrusion-based 3D food printing and its possibilities to promote healthy and sustainable eating. We consider the challenges in implementing the technology in real-world applications. We propose viable applications for 3D food printing in health care, health promotion and food waste upcycling. Finally, we outline future work on 3D food printing in food safety, acceptability and economics, ethics and regulations. . .

Urinary Tract Infection And Associated Factors Among Pregnant Women Receiving Antenatal Care At A Primary Health Care Facility In The Northern Region Of Ghana, Ezekiel K. Vicar, Samuel E. K. Acquah, Williams Wallana, Eugene D. Kuugbee, Emmanuel K. Osbutey, Abigail Aidoo, Emmanuel Acheampong, Gloria I. Mensah

Research outputs 2022 to 2026

Urinary tract infection (UTI) is frequently encountered during pregnancy and is associated with adverse maternal, fetal, and neonatal effects. However, very little information is available on the prevalence of UTI among pregnant women in the northern part of Ghana, a region with a high birth rate. This study employed a cross-sectional analysis of the prevalence, antimicrobial profile, and risk factors associated with UTI in 560 pregnant women attending primary care for antenatal check-ups. Sociodemographic obstetrical history and personal hygiene information were obtained using a well-structured questionnaire. Afterward, clean catch mid-stream urine samples were collected from all participants and subjected to …

Global Uncertainty And Economic Growth–Evidence From Pandemic Periods, Deepa Bannigidadmath, M. H. A. Ridhwan, Fiskara Indawan

Research outputs 2022 to 2026

This paper investigates whether global uncertainty predicts economic growth rates using a global sample of 136 countries. We use the panel regression model and find strong evidence that global uncertainty negatively predicts the economic growth rate. Further, the negative impact of global uncertainty on economic growth rates is amplified during pandemic periods versus non-pandemic periods. Our main findings hold after a range of robustness tests.

Photocatalytic Reforming Of Lignocellulose: A Review, Xinyuan Xu, Lei Shi, Shu Zhang, Zhimin Ao, Jinqiang Zhang, Shaobin Wang, Hongqi Sun

Research outputs 2022 to 2026

Biomass has been considered as a promising energy resource to combat the exhaustion of fossil fuels, as it is renewable, sustainable, and clean. Photocatalytic reforming is a novel technology to utilize solar energy for upgrading biomass in relatively mild conditions. This process efficiently reforms and recasts biomass into hydrogen and/or valuable chemicals. To date, lignocellulose, including cellulose, hemicellulose and lignin, has attracted extensive studies in facile photocatalytic valorisation. This review summarizes and analyzes the most recent research advances on photoreforming of lignocellulose to provide insights for future research, with a particular emphasis on the reformation of lignin because of its …

Streaming And Zeta Potentials Of Basalt As A Function Of Pressure, Temperature, Salinity, And Ph, Mirhasan Hosseini, Faisal Ur Rahman Awan, Nilesh Kumar Jha, Alireza Keshavarz, Stefan Iglauer

Research outputs 2022 to 2026

The electric surface charge of basalt in contact with filing fluids (e.g. water and CO₂) has broad range of applications in varied fields such as gas geological storage sites, geothermal systems, and hydrocarbon reservoirs. The surface charge at the interface between a solid surface (e.g. rock) and liquid (e.g. aqueous solution) can be quantified by the zeta potential, thus zeta potential measurement is a useful technique for interpreting wetting characteristics of rock-fluid systems. However, there is no data for zeta potentials of basaltic rocks in presence of aqueous solutions or how zeta potentials may be affected by pressure, …

Consumer Intention To Use Service Robots: A Cognitive–Affective–Conative Framework, Dan Huang, Qiurong Chen, Songshan (Sam) Huang, Xinyi Liu

Research outputs 2022 to 2026

Purpose: Drawing on the cognitive–affective–conative framework, this study aims to develop a model of service robot acceptance in the hospitality sector by incorporating both cognitive evaluations and affective responses.

Design/methodology/approach: A mixed-method approach combining qualitative and quantitative methods was used to develop measurement and test research hypotheses.

Findings: The results show that five cognitive evaluations (i.e. cuteness, coolness, courtesy, utility and autonomy) significantly influence consumers’ positive affect, leading to customer acceptance intention. Four cognitive evaluations (cuteness, interactivity, courtesy and utility) significantly influence consumers’ negative affect, which in turn positively affects consumer acceptance intention.

Practical implications: This study provides significant implications …

Resilient Leadership In Hospitality And Tourism Enterprises: Conceptualization And Scale Development, Jiangchi Zhang, Chaowu Xie, Songshan (Sam) Huang

Research outputs 2022 to 2026

Purpose: This study aims to conceptualize the dimensions of resilient leadership and develop the resilient leadership scale (RLS) through three studies. Design/methodology/approach: In Study 1, based on interviews with 77 leaders and 8 junior employees, a seven-factor resilient leadership model was constructed. In Study 2, exploratory factor analysis (n = 237) was conducted to refine the initial items. In Study 3, confirmatory factor analysis (n = 610) was performed to validate the dimensional structure identified in Study 2, and different types of validity of the RLS were assessed. Findings: The validated RLS composed of seven dimensions: contingency planning, improvisation, adaptive …

Breaking Boundaries And Creating Inclusion-Based Organization Through Critical Performativity And Dialogical Accountability: The Case Of Fc United Manchester, Daniel Torchia, Simone D. Scagnelli, Laura Corazza

Research outputs 2022 to 2026

Purpose: The purpose of this paper is to extend research on boundary making and breaking through alternative football clubs. These entities have borne out of the disappointment caused by the neoliberal turn of the football industry, which excluded traditional fans from being active actors and therefore call for study and generalization of specific forms of alternative accountability. Design/methodology/approach: The study looks at emerging trends in the accounting and sport literature by drawing on two concepts that emerged in critical scholarship: critical performativity and critical dialogical accountability, with the aim of better understanding how these elements are developed and shaped within …

(Tn5-)Fish-Based Imaging In The Era Of 3d/Spatial Genomics, Liheng Yang, Yan Yan, Junlin Li, Cheng Zhou, Jinlan Jin, Tongmei Zhang, Haokaifeng Wu, Xingang Li, Wei Wang, Li Yuan, Xu Zhang, Juntao Gao

Research outputs 2022 to 2026

3D genomics mainly focuses on the 3D position of single genes at the cell level, while spatial genomics focuses more on the tissue level. In this exciting new era of 3D/spatial genomics, half-century old FISH and its derivative methods, including Tn5-FISH, play important roles. In this review, we introduce the Tn5-FISH we developed recently, and present six different applications published by our collaborators and us, based on (Tn5-)FISH, which can be either general BAC clone-based FISH or Tn5-FISH. In these interesting cases, (Tn5-)FISH demonstrated its vigorous ability of targeting sub-chromosomal structures across different diseases and cell lines (leukemia, mESCs (mouse …

A Bibliometric Analysis And Review On The Performance Of Polymer-Modified Bitumen, Adham M. Alnadish, Herda Y. B. Katman, Mohd R. Ibrahim, Yaser Gamil, Nuha S. Mashaan

Research outputs 2022 to 2026

The addition of polymer to a base binder has been documented as a successful approach in terms of improving physical and rheological properties of the base bitumen. However, the main drawbacks of polymer-modified bitumen are incompatibility and degradation of polymer due to aging. This article aims to introduce a bibliometric analysis and review on modifying bitumen with polymers. Additionally, this article intent to highlight the significant gaps and recommendations for future work. Furthermore, another objective of this article is to provide a worth attempt regrading reducing the negative impact of polymer’s drawbacks on the performance of polymer-modified base binder. The …