Showing papers in "Journal of Engineering, Design and Technology in 2021"
TL;DR: In this article, the impact of COVID-19 on the Ghanaian construction industry is examined and the major impact includes a decrease in work rate, delays in payments and an increase in the cost of materials arising from border closure.
Abstract: Purpose With its impact already felt, the construction industry worldwide is gradually reviving following the lifting up of lockdowns amid the COVID-19 pandemic. Though some articles have been written regarding its impact on the construction industry in other countries, much is yet to be known concerning the current impact in Ghana. This study aims to examine the impact of COVID-19 on Ghana's construction industry and assess how construction companies are contributing to the fight against COVID-19. Design/methodology/approach Semi-structured interviews with nine key professionals working with D1K1 firms currently working on projects of almost similar sizes within the confines of a reputable tertiary institution in Ghana were conducted over a span of three weeks. Thematic analysis was conducted with Nvivo 12 Pro Application software. Findings From the findings, the major impact includes: a decrease in work rate, delays in payments and an increase in the cost of materials arising from border closure. On the measures by construction companies in contributing to the fight against the pandemic, findings indicated: educating the workforce on the virus, the provision of PPEs, regular and effective checks on entry and exit from the site. Practical implications The study is significant, as knowledge of the impact posed by the pandemic will provide some idea of the measures to put in place to ensure the gradual to full recovery of the industry. Originality/value The originality of this study lies in the fact that it is a pioneering study on the impact of COVID-19 on the Ghanaian construction industry.
51 citations
TL;DR: In this article, a qualitative and exploratory approach was adopted to investigate the impact of COVID-19 and its policies on project performance in the UAE construction industry in critical areas of the project management body of knowledge.
Abstract: Purpose: The coronavirus disease 2019 (COVID-19) pandemic has affected the global economy and, thus, the global construction industry. This paper aims to study the impact of COVID-19 on construction project performance in the United Arab Emirates (UAE). Design/methodology/approach: This study adopted a qualitative and exploratory approach to investigate the impact of COVID-19 and its policies on project performance in the UAE construction industry in critical areas of the project management body of knowledge (e.g. schedule, cost, resources and contracts). Semi-structured interview questions were asked from ten construction professional to obtain valuable insights into the pandemic’s effects on the UAE construction industry and the effectiveness of policies implemented to rectify the damage and identify the industry’s new normal. Findings: The findings indicate that the construction industry faced several challenges such as schedule delays, disrupted cashflows, delayed permits, approvals and inspections, travel restrictions, serious health and safety concerns, material and equipment shortages, among others which hindered the timely delivery of construction projects. It also indicates that efforts made by the government institutions and the construction industry of the UAE such as economic support programs, digitization of processes, fee and fine waivers, health facilities, among other statutory relaxations proved effective in supporting the construction industry against the adverse effects of the pandemic. Research limitations/implications: The research findings are limited to the literature review and ten semi-structured interviews seeking an expert’s opinion from industry professionals working in the UAE construction industry. The research team did not get access to project documents, contracts and project progress reports which may be required to validate the interview findings, and to perform an in-depth analysis quantifying the impact of COVID 19 on construction projects performance, which is a limitation of this research. Practical implications: The implication is that, owing to the imposed lockdowns and strict precautionary measures to curb the rapid spread of the pandemic, smooth execution of the construction project across the country was affected. The government institutions and stakeholders of the construction projects introduced and implemented various techniques and solutions which effectively handled the implications of the COVID-19 pandemic on the construction industry of the UAE. Originality/value: This study has identified the challenges faced by the construction industry of the UAE in the context of the management of project schedule, project cost, construction contracts, health and safety of construction employees and other related aspects of the construction projects. This study also identified the techniques and solutions adopted by various public and private institutions of the country and their implications on construction projects. Therefore, this study provides guidelines for policymakers and future research studies alike. © 2021, Emerald Publishing Limited.
41 citations
TL;DR: In this paper, the authors investigate the interrelationships between COVID-19 pandemic impact and architectural, engineering and construction (AEC) organizations, and identify the critical pandemic impacts on AEC organizations.
Abstract: Purpose: This study aims to investigate the interrelationships between COVID-19 pandemic impact and architectural, engineering and construction (AEC) organizations. To achieve that aim, the objectives are to: identify the critical pandemic impact (CPI) of COVID-19 on AEC organizations;compare the CPI between the different organization characteristics;and analyze the interrelationships between the CPI. Design/methodology/approach: A systematic literature review of 519 articles and in-depth interviews with 40 AEC practitioners were carried out, yielding 12 COVID-19 impacts. Then, data on the 12 impact’s criticality were collected through a survey among AEC practitioners. In total, 127 valid responses were received and analyzed using mean ranking analysis, analysis of variance and Spearman’s correlation. The findings were also compared with pandemic impacts from prior works. Findings: Five CPI exist among the 12 impacts, namely, “reduced construction productivity,” “reduced foreign investment in the construction industry,” “reduced demand on construction-related works,” “disruption in the supply chain” and “reduced number of public projects.” “Reduced foreign investment in the construction industry” and “reduced demand on construction-related works” significantly impact small-medium enterprises than large enterprises. Also, “disruption in the supply chain” and “reduced construction productivity” are recurring impacts in all countries compared. Finally, moderate relationships exist between “reduced foreign investment in the construction industry” and “reduced demand on construction-related works” and “disruption in the supply chain” and “reduced construction productivity.” Originality/value: The findings can be used to prioritize available resources in developing short-term responses for COVID-19. Also, action plans can be developed to mitigate the CPI from recurring. © 2021, Emerald Publishing Limited.
37 citations
TL;DR: In this paper, the authors collated a global qualitative perspective (survey interviews) on the lessons learned during the COVID-19 pandemic and the positive and negative impacts for future-proofing the construction sector.
Abstract: Purpose: The construction industry represents most of every country’s finances and vital to continued economic growth and activities, especially in developing countries. The impact of the severe acute respiratory syndrome-2 disease (COVID19) on the government’s income resulted in the expectation of many public projects being cancelled or delayed providing little opportunity for the emergence of new public projects. This study collated a global qualitative perspective (survey interviews) on the lessons learned during the COVID-19 pandemic and the positive and negative impacts for future-proofing the construction sector. Design/methodology/approach: In total, 76 respondents from five continents excluding South America responded to the online open-ended structured questionnaire. Data collected were analysed through artificial inteligence analytics tool – Zoho analytics. Findings: The themes indicating the positive impact obtained from the interview were overhead cost reduction, remote working environment, focus on health and safety, improved productivity and sustainability goals while the themes signifying the negative impact were low business turnover, delays in construction payment and output, difficulties working from home and job losses. Supply chain management, construction project management improvement, concentration on health and safety and effective virtual working environment were collated as themes on lessons learned. Social implications: The major findings of this study emphasise on the need to improve the occupational health and safety and onsite safety measures for future proofing of the construction industry. Originality/value: The findings from the analyses made clear the imperativeness of the built environment research, with a focus on novel framework and strategies for future proofing the construction industry. © 2021, Emerald Publishing Limited.
30 citations
TL;DR: In this paper, the authors explore exploration of challenges, opportunities and strategies for mainstreaming sustainable development goals in Ghana's energy sector within the framework of public-private partnerships (PPP).
Abstract: Purpose- This paper is anchored in a premise of a universal call to action by all United Nations member states in 2015 to end poverty, protect the planet and ensure that all people enjoy peace and prosperity by 2030 within the blueprint of the sustainable development goals. the purpose of this research is to explore exploration of challenges, opportunities and strategies for mainstreaming sustainable development goals in Ghana’s energy sector within the framework of public-private partnerships
Design/methodology/approach- Literature review was carried out to explore concepts, theories, and frameworks for initiating Public-Private-Partnerships. Best local and international practices in the implementation of PPP projects; challenges and opportunities in the implementation of PPP projects, strategies for mainstreaming the sustainable development goals in Ghana’s energy sector, and assess business action in the implementation of the sustainable development goals in Ghana’s energy sector. The study is situated within the social constructionist philosophical tradition. The qualitative research strategy was adopted as the main methodological choice. Interview guides were used to collect data from respondents in the Accra metropolis. Eighteen (18) questionnaires were distributed and ten (10) retrieved out of the number representing a response rate of 56 percent. A thematic analysis technique was adopted to analyze the data.
Findings- The lack of a PPP policy and law in Ghana, issues of conflict of interest in PPP projects, excessive government control over projects, cumbersome licensing and legal regime, and the general economic stability of the country were the most significant challenges identified to PPPs. However, opportunities identified were technology transfer, efficiency gains, and mobilization of additional resources for development on the government side whereas the opportunities for the private sector lie in creating new niches for themselves, becoming market leaders, and enhancing their brand reputation as well as profits. Awareness creation and education for companies, making business models inclusive, linking CSR with SDGs, exploring business opportunities in SDGs such as carbon trading, etc., aligning national policies with SDGs, establishing a sustainability unit in energy companies and forming effective partnerships with relevant bodies were the strategies proposed for mainstreaming the SDGs in Ghana’s energy sector.
Research limitation- It was established from this study that indeed PPPs have a major role to play in unleashing all available forces and prospects towards achieving the SDGs. The findings of this research will serve as a guide to policymakers, the private sector, and development partners helping them identify the most effective strategies and avenues for implementing the SDGs especially in the context of the energy sector. This paper is constrained to the energy industry in Ghana. It provides a theory-based direction on how companies in the energy sector can contribute to social and economic interventions through a framework of PPP framework within the SGDs. Future research may explore how companies in other sectors may contribute to the sustainability discourse.
Practical Implication- This will ultimately lead to additional funding to support government efforts in the implementation of SDGs, honing of sustainable (inclusive) business models, creating an enabling environment for PPPs towards inclusive growth and national development leaving no one behind. It recommended that there should be a national policy and law on PPPs and the private sector should be incentivized to engage government in PPPs implementation for the SDGs. Theoretically, this research contributes to the policy analysis discourse and scaling-up literature on the SDGs.
Originality/value- This research explores the challenges associated with mainstreaming the SGDs in the energy sector from a public-private business perspective. It also offers a new policy, economic, and legal regulatory framework that contributes to emerging trends. The outcome of the analyses advocates for clear business strategies for implementation of the SDG apart from corporate social responsibilities (CSR).
30 citations
TL;DR: A systematic review of extant literature on the application of driverless technologies in civil engineering and in particular, the highways infrastructure sector is presented and offers insight into the limitations of associated barriers to full adoption, namely, current technological development processes, legal deficiencies and societal concerns.
Abstract:
Purpose
The advent of Industry 4.0 has engendered opportunities for a coalescence of digital technologies that collectively enable driverless vehicles to operate during the construction and use of a highway. Yet, hitherto scant research has been conducted to review these collective developments and/or sample construction practitioner opinion on them. This study aims to present a systematic review of extant literature on the application of driverless technologies in civil engineering and in particular, the highways infrastructure sector and offers insight into the limitations of associated barriers to full adoption, namely, current technological development processes, legal deficiencies and societal concerns. In so doing, this work presents a vignette of contemporary developments augmented by a critical analysis from practitioners’ perceptions.
Design/methodology/approach
A mixed philosophical methodological approach is adopted for this inductive research study. Interpretivism is used to critically analyse the literature and post-positivism to perform content analysis of the literature and synthesis of the discourse with practitioners. A total of 44 related papers published between 1998 and 2019 have been included in this study. Emergent themes identified from literature are then discussed in some further detail, namely, 1) automation and robotics; 2) case studies and simulations; and 3) safety and ergonomics). A focus group is then held with leading industrialists to discuss their experiences of advanced driverless technology applications in practice. Based upon a culmination of emergent evidence, a conceptual model of prevailing barriers is then developed to further elucidate upon the challenges facing the highways infrastructure sector.
Findings
Research into driverless technologies within the highways infrastructure sector has received relatively scant academic attention. Hitherto, most advancements made have stemmed from multidisciplinary teams consisting of engineering, information technology and social scientist researchers. There is insufficient supporting evidence of civil engineering and construction academics input into developments made – suggesting that prototype products often fail to adequately consider practical applications in the highways infrastructure sector at the design and use case stage. This view is substantiated by feedback from leading industry experts who participated in unstructured telephone interviews. Their feedback suggests that practical applications of products have been beset with problems, thus creating a perception that advanced technologies are largely “unusable” within the highways infrastructure sector and so are unsuitable for large-scale (and particularly bespoke) industrial applications.
Originality/value
This research critically synthesises the prevailing scientific discourse within extant literature on driverless technologies implemented but also garners practitioner feedback from leading UK industrialists on their applications in practice. Hitherto, this combined analysis approach has been rarely used in spite of it having significant advantages of tacit knowledge reflection on technologies used, where such can be used as a basis for further informed discourse and/or development. Moreover, this work culminates in a conceptual model that acts as a catalyst for future research investigations.
29 citations
TL;DR: The study presented focuses mainly on the method of collecting, organizing, capturing, interpreting and analyzing data to provide more insight into RMS to identify future trends in research.
Abstract:
Purpose
Uncertainties in manufacturing and changing customer demands force manufacturing industries to adopt new strategies, such as the reconfigurable manufacturing system (RMS). To improve the implementation and performance of RMS, it is necessary to review the available literature and identify future trends in this field. This paper aims to analyze existing literature and to see trends in RMS-related research.
Design/methodology/approach
The systematic literature review and analysis of RMS-related research papers from 1999 to 2020 is carried out in this literature. The selected studies are analyzed based on the year of publication, journals, publishers, active authors, research design, countries, enablers, barriers, performance evaluation parameters and universities.
Findings
After the analysis of selected RMS-related research papers, the top countries, universities, journals, publishers and authors are identified in this domain. Research themes and trends in research are identified in this study. Besides, it has been noted that there is a need for further research in this domain and for the creation of a generalized framework that can guide researchers and practitioners to increase RMS adoption.
Practical implications
Research insights, guidance and observations from this paper are provided to RMS-related researchers and practitioners. Important research gaps are identified in this study, which can provide direction for future research and trends in RMS research.
Originality/value
The study presented focuses mainly on the method of collecting, organizing, capturing, interpreting and analyzing data to provide more insight into RMS to identify future trends in research.
29 citations
TL;DR: To track the maximal power of wind energy conversion system (WECS) and enhance the search capability for WECS maximum power point tracking (MPPT) with the combination of tunicate swarm algorithm (TSA) and radial basis function neural network.
Abstract:
Purpose
The purpose of this paper is to track the maximal power of wind energy conversion system (WECS) and enhance the search capability for WECS maximum power point tracking (MPPT).
Design/methodology/approach
The hybrid technique is the combination of tunicate swarm algorithm (TSA) and radial basis function neural network.
Findings
TSA gets input parameters from the rectifier outputs such as rectifier direct current (DC) voltage, DC current and time. From the input parameters, it enhances the reduced fault power of rectifier and generates training data set based on the MPPT conditions. The training data set is used in radial basis function. During the execution time, it produces the rectifier reference DC side voltage that is converted to control pulses of inverter switches.
Originality/value
Finally, the proposed method is executed in MATLAB/Simulink site, and the performance is compared with different existing methods like particle swarm optimization algorithm and hill climb searching technique. Then the output illustrates the performance of the proposed method and confirms its capability to solve issues.
27 citations
TL;DR: In this article, the benefits of applying cloud computing for construction sustainability in Nigeria were examined using exploratory factor analysis (EFA) for the four construction maxims: construction productivity, back-office activities, design management and billing.
Abstract: Purpose: Cloud computing is one of the digitalization principles used in some sectors like banking, health and construction industry. This paper aims to examine the benefits of applying cloud computing for construction sustainability in Nigeria. Design/methodology/approach: The cloud computing benefits-related data were retrieved from previous studies and complemented with a questionnaire survey to obtain data from stakeholders involved in the execution of construction projects in Lagos State, Nigeria, through a convenient sampling technique. In addition, the relative importance index (RII) technique was used to investigate the acquired data. At the same time, analysis was accomplished using exploratory factor analysis (EFA). Findings indicated that numerous benefits could be derived by adopting cloud computing in the Nigerian construction industry. Findings: The findings from RII analysis showed the significant benefits of data storage ubiquity (i.e. location independence), high situational awareness, team collaboration, compatibility with advanced production facilities and improved project planning. Furthermore, the analysis of these benefits was conducted using EFA for the four construction maxims: construction productivity, back-office activities, design management and billing. Originality/value: This research illustrated the benefits of cloud computing in achieving a successful construction project. Besides, these findings are not only useful for achieving sustainable construction in Nigeria but also applicable to many developing countries. © 2021, Emerald Publishing Limited.
27 citations
TL;DR: The study contributes to the AEC industry by presenting the development of multiuser immersive VR applications for real-time remote collaboration and the empirical evidence to substantiate its potential benefits.
Abstract: Purpose: The purpose of this study is to develop and assess the real-time multiuser virtual reality (VR) application that can be used in the design review process. In particular, the application was aimed to accommodate the design review meetings conducted among participants who are in different locations, which has become commonplace during the COVID-19 outbreak. Design/methodology/approach: This paper presents a methodology for the development of a real-time multiuser immersive VR application, to support remote collaboration during the design review process. The developed application can immerse remote project participants into the same virtual environment and provide virtual face-to-face discussions. An experiment was conducted with 44 university students to investigate the applicability and performance of the developed application by comparing it with the traditional approach. Findings: Results indicated that the group of students who used the developed immersive VR application outperformed the group that used the traditional approach. This was measured by the percentage of correctly identified design errors during a building inspection experiment. Originality/value: The difficulty of bringing remote stakeholders together in a virtual environment has impeded the implementation of VR technology in the architecture, engineering and construction (AEC) industry. Most research has focused on the improvement of a single user’s experience. Most of the previous multiuser VR studies were conducted in other industries while similar research in the AEC industry is limited. The study presented in this paper contributes to the AEC industry by presenting the development of multiuser immersive VR applications for real-time remote collaboration and the empirical evidence to substantiate its potential benefits. © 2021, Emerald Publishing Limited.
24 citations
TL;DR: In this article, the causal nexus of change during the construction phase is assessed and delineated; the key affecting factors are thematically grouped under headings: extent and severity; time in relation to implementing; instigating party; individual(s) responsible for managing the change; reason for the change, available resource; recoverable or non-recoverable; contract / project type; type of client.
Abstract: Purpose: This research seeks to excoriate, define and delineate the main drivers of ‘change’ in commercial construction projects and generate guidelines on how to minimise exposure to the associated adverse effects upon project stakeholders.
Methodology: The research adopts mixed doctrines through a combination of epistemological lenses, embracing two primary philosophical stances: (i) interpretivism, to identify the primary drivers of change based on a systematic literature review and (ii) a post-positivist, inductive approach to analyse the results of change within a Joint Contracts Tribunal (JCT) Design and Build (D&B) construction project case study.
Findings: The causal nexus of change during the construction phase is assessed and delineated; the key affecting factors are thematically grouped under headings: extent and severity; time in relation to implementing; instigating party; individual(s) responsible for managing the change; reason for the change; available resource; recoverable or non-recoverable; contract / project type; type of client. Following this, the effects of change on key elements of the project are encapsulated and recommendations for adaptations which may provide improved experiences are offered.
Originality: The study tackles the common issue of managing the deleterious effects of change on commercial construction projects, defining management techniques to minimise stakeholder tribulation.
TL;DR: In this article, a comprehensive literature review was conducted to identify the indicators/attributes for measuring the level of greenness of cities in developing countries, and the results of the study were measured with the Cronbach's Alpha test.
Abstract: Purpose: The advances in green city growth is widely discussed in extant literature. The benefits of green cities to urban development in recent discussions of sustainability and sustainable development is well-documented and cannot be overemphasized. Although a growing study on green building development in developing countries has been advanced in literature, a paucity of studies explores green cities in developing countries. Moreover, evidence of studies focused on green cities development in Ghana is lacking. From the identified knowledge gap, the aim of this study is to establish the indicators/attributes for measuring the level of greenness of cities in developing countries.
Design/Methodology/Approach: A comprehensive literature review was conducted to identify the indicators/attributes for measuring the level of greenness of cities in developing countries. This study adopted the pragmatism as its undergirding research philosophy and the deductive research approach. In terms of methodological choice, quantitative research strategy was used to collect data from experts in sustainable urban development. The primary data retrieved from the study were analysed using Descriptive Statistics, Relative Importance Index, and One-sample t-test. The reliability and validity of the study were measured with the Cronbach’s Alpha test.
Findings: The study established 8 indicators for measuring green city development: air quality, water, sanitation, land use, health and safety, transportation, energy as well as building and construction. It was discovered that the development of green cities should enhance air quality, improve water production and supply, improve management in sanitation, promote mixed and integrative land use, maintain the health and safety of city dwellers, reduce the demand for transportation and formalise public transport, adopt renewable and efficient energy technologies and promote sustainable construction and green buildings. These indicators are key to policy making and implementation of green cities development.
Research Limitations/Implications: The study was focused in Ghana but not from other developing countries, however, the findings of this study do not limit the generalisability since the findings of the study can be used as a lesson to other developing countries.
Practical and theoretical implications: Theoretically, this study adopted quantitative indicators that is reproducible in another geographical context. This study contributively adds to the discourse on sustainability especially in Ghana and as a source of reference to motivate others to conduct further research in related areas. The outcomes of this study will help the local government, policy makers, city stakeholders and industry expertise gain insights in the overall indicators that underpin green city development.
Originality/value: This paper attempts to posit in literature the foremost appraisal of green city indicators adaptive in Ghana which could motivate other developing countries to develop their own green cities.
TL;DR: It was ascertained that usage of solar energy in Winnipeg, Victoria and Edmonton would be economically and environmentally justified, and an effective hybrid method combining DEA, BSC and GT for prioritizing all available scenarios concerned with the construction of a solar power plant was proposed.
Abstract:
Purpose
Every day, the sun provides by far more energy than the amount necessary to meet the whole world’s energy demand. Solar energy, unlike fossil fuels, does not suffer from depleting resource and also releases no greenhouse gas emissions when being used. Hence, using solar irradiance to produce electricity via photovoltaic (PV) systems has significant benefits which can lead to a sustainable and clean future. In this regard, the purpose of this study is first to assess the technical and economic viability of solar power generation sites in the capitals of the states of Canada. Then, a novel integrated technique is developed to prioritize all the alternatives.
Design/methodology/approach
In this study, ten provinces in Canada are evaluated for the construction of solar power plants. The new hybrid approach composed of data envelopment analysis (DEA), balanced scorecard (BSC) and game theory (GT) is implemented to rank the nominated locations from techno-economic-environmental efficiency aspects. The input data are obtained using HOMER software.
Findings
Applying the proposed hybrid approach, the order of high to low efficiency locations was found as Winnipeg, Victoria, Edmonton, Quebec, Halifax, St John’s, Ottawa, Regina, Charlottetown and Toronto. Construction of ten solar plants in the ten studied locations was assessed and it was ascertained that usage of solar energy in Winnipeg, Victoria and Edmonton would be economically and environmentally justified.
Originality/value
As to novelty, it should be clarified that the authors propose an effective hybrid method combining DEA, BSC and GT for prioritizing all available scenarios concerned with the construction of a solar power plant.
TL;DR: In this paper, the authors investigated the perceptions of construction professionals relative to factors that affect the delivery of optimum health and safety (H&S) on construction projects during the COVID-19 pandemic.
Abstract: Purpose The purpose of this study was to investigate the perceptions of construction professionals relative to factors that affect the delivery of optimum health and safety (H&S) on construction projects during the COVID-19 pandemic. Design/methodology/approach The study adopted a quantitative design which entailed the distribution of a web-based questionnaire among construction professionals, namely, architects, construction/project managers, engineers, H&S managers and quantity surveyors working for contractors and construction consultants in Zimbabwe. The data were analysed with descriptive and inferential statistics. Factor analysis was used to reveal interrelated significant sets of factors affecting the delivery of optimum H&S. Findings Factor analysis revealed nine components/factors: change and innovation-related, monitoring and enforcement-related, production-related, access to information and health service-related, on-site facilities and welfare-related, risk assessment and mitigation-related, job security and funding-related, cost-related and COVID-19 risk perception-related factors as the significant factors affecting the delivery of optimum H&S during the COVID-19 pandemic in Zimbabwe. Research limitations/implications The results highlighted the need for social dialogue among construction stakeholders to support initiatives that will enhance the delivery of H&S on construction projects. Construction stakeholders may find the results useful in highlighting the areas that need improvement to protect workers' H&S during the pandemic. However, the small sample limits the generalisability of the results to construction sectors in other regions. Originality/value The study investigated factors affecting the delivery of optimum H&S during the COVID-19 to inform interventions to enhance H&S.
TL;DR: A new deep learning CNN-based highway cracks detection was developed based on testing four pre-trained CNN models and analyze the capabilities of each model to maximize the accuracy of the proposed CNN.
Abstract: Purpose: Testing the capabilities/accuracies of four deep learning pre-trained CNN models to detect and classify types of highway cracks, as well as, developing a new CNN model to maximise the accuracy at different learning rates.
Design/methodology/approach: a sample of 4,663 images of highway cracks were collected and classified to three categorises of cracks, namely, vertical cracks’ ‘horizontal and vertical cracks’ and ‘diagonal cracks’, subsequently, using ‘Matlab’ to classify the sample to training (70%) and testing (30%) to apply the four deep learning CNN models and compute their accuracies. After that, developing a new deep learning CNN model to maximise the accuracy of detecting and classifying highways cracks and testing the accuracy using three optimisation algorithms at different learning rates.
Findings: the accuracies result of the four deep learning pre-trained models are above the averages between top-1 and top-5 and the accuracy of classifying and detecting the samples exceeded the top-5 accuracy for the pre-trained AlexNet model around 3% and by 0.2% for the GoogleNet model. The accurate model here is the GoogleNet model as the accuracy is 89.08% and it is higher than AlexNet by 1.26%. While the computed accuracy for the new created deep learning CNN model exceeded all pre-trained models by achieving 97.62% at learning rate 0.001 using Adam’s optimisation algorithm.
Practical Implications: The created a deep learning CNN model will enable users (e.g., highways agencies) to scan a long highway and detect types of cracks accurately in a very short time compared to traditional approaches.
Originality/value: A new deep learning CNN-based highway cracks detection was developed based on testing four pre-trained CNN models and analyse the capabilities of each model to maximise the accuracy of crack detection based on the proposed CNN.
TL;DR: In this article, the authors used the VOSviewer software to examine the influential keywords, documents, sources and authors in the field of construction workers' health and safety research in India.
Abstract: Construction workers’ health and safety (CWHS) research in India has not gained much attention among researchers. This study aims to review articles related to CWHS research in India using a science mapping approach.,A total number of 64 journal articles published between 2004 and 2019 were extracted from the Scopus database using keywords including “construction safety,” “occupational health,” “ergonomics in construction,” etc. VOSviewer software was used to examine the influential keywords, documents, sources and authors in the field of CWHS.,The study found that most of the current work focuses on safety management, safety climate, safety performance, musculoskeletal disorders and behavior-based safety. The result indicates no theoretical basis for the theories and learning methods for the existing studies.,The findings open up a research gap that researchers explore to enhance workers’ health and safety within the Indian construction environment.,The paper is the first article to provide a better understanding of current research in the field of CWHS in India by analyzing its growth through the science mapping approach.
TL;DR: In this article, a qualitative research approach is adopted to introduce and validate LC principles and BIM functionalities resulting from a detailed analysis of extant literature, followed by a conceptual analysis of the interactions between BIM and LC on construction mega-projects.
Abstract: The construction industry encounters substantial challenges in its evolution towards sustainable development and to the adoption of building information modelling (BIM) technology and lean construction (LC) practices on construction mega-projects This study aims to present critical challenges and to investigate the interactions of BIM and LC on construction mega-projects encountered by key stakeholders in their efforts to integrate BIM and LC,A qualitative research approach is adopted to introduce and validate LC principles and BIM functionalities resulting from a detailed analysis of extant literature, followed by a conceptual analysis of the interactions between BIM and LC on construction mega-projects A quantitative questionnaire survey is then used Descriptive and inferential statistical tests are used for data analysis, and analysis of variance tests elaborate and validate results,The research yielded ten BIM functionalities and ten LC principles, which are categorised in four principle areas and four BIM functionality groups A research framework for analysis of the interaction between BIM and LC is then compiled,Research findings and the proposed framework will enhance the adoption of BIM and LC practices on construction mega-projects and allow project key stakeholders to place emphasis on tackling crucial challenges and barriers identified in this research The framework will guide and stimulate research; and as such, the approach adopted up to this point is constructive The identified interactions between BIM and LC on construction mega-projects show positive synergies between the two
TL;DR: In this article, the authors identify the critical factors for implementing BIM in a post-conflict low-income economy, using Afghanistan as a case study, and use this as a starting point for their work.
Abstract: Purpose
Rejecting building information modeling (BIM) can negatively impact the architectural, engineering and construction (AEC) industries. While BIM is trending globally, its implementation in post-conflict low-income economies is still limited. The purpose of this paper is to identify the critical factors for implementing BIM in a post-conflict low-income economy, using Afghanistan as a case study.
TL;DR: In this article, the authors investigate the critical success factors (CSFs) for D-B implementation in Malaysian public construction projects and find that the success rate of design-build (D-B) implementation in Malaysia's private construction projects is low compared to the nation's public projects.
Abstract: The success rate of design-build (D-B) implementation in Malaysia’s private construction projects is low compared to the nation’s public projects. Thus, the purpose of this paper is to investigate the critical success factors (CSFs) for D-B implementation in Malaysian public construction projects.
TL;DR: In this paper, the authors conducted a comparative analysis of the views of architects and urban designers in the West and the Middle East on whether the COVID-19 pandemic could affect architecture and urban design shortly and what is the future of our home design?
Abstract: Purpose: The purpose of this research is to conduct a comparative analysis of the views of architects and urban designers in the West and the Middle East on whether the COVID-19 pandemic could affect architecture and urban design shortly and what is the future of our home design? A further purpose was to explore and explain how the pandemic will change the future of architecture and urban design by reviewing, analyzing and synthesizing different and related viewpoints to create a grounded theory, hoping to provide some insight for the entire world. Design/methodology/approach: Different research methods were used to achieve the research purposes including grounded theory, desk reviews, reviewing the limited existing literature and semi-structured interviews. Findings: This research found that most surveyed architects believed that the COVID-19 pandemic would affect the future of architecture and urban design and help to create new design features. Future concentration will be in living, working, learning, leisure and teaching spaces. All future designs should be independent, self-sufficient in terms of power and water usage and using nonrenewable energy sources. The home design should focus on the interior design, transparency, open to the inside (introverted spaces), quality of life, natural daylighting and ventilation, healthy indoor air quality, use of plants and natural materials, green roof, the relationships between indoor and outdoor spaces and quality of building materials. Additionally, transitional space is an important primary entry point to the home. Moreover, folding furniture may be a solution to enlarge the room when needed and turn it into multifunctional spaces. The home office will no longer be a small desk, chair and lamp located at the small corner anywhere. The future home office should be equipped with all the necessary technology. The open-plan design trend and the concept of flow space will not exist anymore. The pandemic will encourage the use of touchless and smart technologies in design and construction. There is a need to separate heating and ventilation systems in detached houses and multistory buildings to avoid infectious diseases. Social norms have changed over a few weeks of social distancing. Therefore, we can change the system of negative habits, old traditions and society’s bad behaviors. Practical implications: This research raises many proactive ideas, and the results are relevant to all actors in the construction sector, as it contains findings of understanding how the interaction of people with the built external or internal environment evolved during the pandemic process. In this sense, it will provide socio and economic benefits for the society in terms of seeking an answer to the question of “how should we design” for possible new bad scenarios to evolve the spaces in the “lockdown” situation. This research discusses how to make our homes comfortable and ready for an extraordinary time, suggested a practical design solution based on construction technologies. Social implications: This research links theory to practice, and it facilitates the adaptation to the current situation. It has a high impact on society, as it guides designers to rethink spaces that can help occupants face the COVID-19 pandemic challenges. Therefore, it should create and implement architectural design guidelines for health and safety. The architects should think about how to create and organize multifunctional, flexible, aesthetical, healthy and clean spaces under the new roles of interaction and social distancing. Architects should incorporate technological and innovations from different fields to organize spaces, promote public health and enhance the quality of life. Originality/value: Architecture and urban design suddenly become medical, and we can use the built environment as a way to control epidemic spread. Additionally, and by reviewing the literature, there is no published qualitative research that has been explored on how the COVID-19 pandemic will change the future of architectur and urban design, but there are some personal viewpoints and short interviews. This topic is a new growing concern and becoming a top social topic and priority for policymaking in the world. The topic is important in terms of design input for designers to create new living spaces, as it includes the views and observations of architects from the east and west to the pandemic process. We have all been encouraged to reimagine the space in which we live, how the place fits our needs, how we use it and enjoy it during the pandemic. Therefore, this paper appeals to an international readership by linking the COVID-19 situation to architectural design. © 2021, Emerald Publishing Limited.
TL;DR: In this paper, the authors explored the different strategies adopted by construction companies to protect the health and wellbeing of employees, security of the construction sites and projects, and keep the overall business operational amid Covid-19 pandemic.
Abstract: Purpose: The outbreak of Covid-19 pandemic has tested the resilience of the construction industry, putting the safety of workers and overall businesses at risk This study explores the different strategies adopted by construction companies to protect the health and wellbeing of employees, security of the construction sites and projects, and keep the overall business operational amid Covid-19 pandemic Design/Methodology: A preliminary study that involves field study and survey research was used to collect data for the study The results from the preliminary analysis served as inputs for constructing the questionnaire, which was analyzed using descriptive statistics, exploratory factor analysis and reliability analysis Findings: The results reveal that the key underlying measures put in place by construction businesses include restricted site access, support bubbling of office and site staff, enhanced hygiene and social distancing protocol, contract risk identification and mitigation, self-isolation measures and heightened construction site safety Along with a further discussion of the underlying measures, the top-rated strategies that were adopted by construction firms are also discussed in the paper Originality/Value: As many construction companies remained opened handling essential projects amid the pandemic, the study presents the effective and efficient strategies that were used in ploughing through the trying times This study provides the opportunity for construction companies that escaped early impacts of Covid-19 due to site closure and policy makers to learn from the strategies adopted by construction companies that were operational amid the pandemic
TL;DR: In this paper, structural equation modeling (SEM) was adopted to examine possible relationships among identified factors that were obtained from a review of extant literature, which revealed that graduate employability can be improved through UIC as effective university-industry linkages provide students with mentoring opportunities and exposure to relevant training which improves their job market prospects and ultimately increases their professional relevance in the long run.
Abstract: The purpose of this paper is to examine the impacts of university and construction industry collaborations (UIC) activities in developing the employability of built environment graduates.,This study adopted a quantitative approach wherein data was obtained from professionals across academia, construction industry and government establishment within the South African built environment. A total of 204 questionnaires were administered to these professionals to provide information regarding the subject matter under question. Structural equation modeling (SEM) was adopted to examine possible relationships among identified factors that were obtained from a review of extant literature. SEM was performed using analysis of moment structures (AMOS Graphics, version 26) in testing the model and a best-fit was achieved after various model selections and validation tests were conducted.,The final model revealed that graduate employability can be improved through UIC as effective university-industry linkages provide students with mentoring opportunities and exposure to relevant training which improves their job market prospects and ultimately increases their professional relevance in the long run.,To continuously enhance the employability of students before graduation, universities are required to foster collaborations with the industry as such linkages are critical to the development of the future custodians of the construction industry.,There have been several generalized statements as to which of the UIC activities contribute to graduate employability. Therefore, through the use of SEM using AMOS, it was possible to state precisely the UIC constructs that are statistically significant and contribute to graduate employability.
TL;DR: In this article, the authors investigated the level of BIM awareness and level of competence among construction professionals in the Seychelles construction industry and found that professionals have very low BIM technical skills, notably the ability to use BIM related tools and to perform BIM-related task.
Abstract: Purpose: Whereas BIM adoption in developed countries has largely been incentivised by government, in developing countries, adoption is often driven by desires of industry professionals, which is dependent on awareness of BIM and availability of skills among the professionals. Thus BIM awareness and competence among professionals has become a useful baseline measure of BIM readiness. In order to ascertain BIM readiness within the Seychelles construction industry, this study investigated the level of BIM awareness and level of BIM competence among construction professionals. Design/methodology/approach: The study involved a questionnaire survey of construction professionals (n=96) and data analysis using both descriptive statistics and association analysis. Findings: The results indicate a moderate level of BIM awareness, but a low level of engagement in BIM education/training. Also, the professionals have very low BIM technical skills, notably the ability to use BIM-related tools and to perform BIM-related task. Furthermore, the study suggests that the experience of working on collaborative projects could be a useful premise for BIM implementation among construction professionals. Originality/value: The implication is that construction professionals in the Seychelles need to start readying themselves for greater BIM adoption by taking steps to address the BIM technical skills deficiencies and the low engagement in BIM education/training.
TL;DR: In this article, the responses of construction organizations to the Coronavirus (COVID-19) pandemic and its associated lockdown and the impact on the South African construction industry (SACI) were determined.
Abstract: Purpose This paper aims to determine the responses of construction organisations to the Coronavirus (COVID-19) pandemic and its associated lockdown and the impact on the South African construction industry (SACI). Design/methodology/approach The study adopted a quantitative survey with responses sought from 825 contracting organisation's representatives drawn from the database of the construction industry development board. The data gathered were analysed using percentage, mean item score and one-sample t-test. The reliability of the research instrument was also tested using the Cronbach alpha test. Findings Findings revealed that most construction organisations implemented a complete travel ban and halting all business operations on sites and offices in a bid to curb the spread of the virus. Furthermore, whilst most construction organisations envisage significant disruption in their project delivery, the problem of job losses was regarded as a short, medium and long-term impact of the pandemic. Loss of revenue, a decline in the economy and business interruption are also some of the potential impacts of the COVID-19 pandemic on the SACI. Originality/value The study's findings give practical insights on the potential impact of the pandemic on the construction industry and the possible approach needed to help cushion the effect on the industry.
TL;DR: In this article, the authors evaluate the cost-effectiveness of approaches for rehabilitating WDN from developing countries' perspectives, and laterally compare the cost effectiveness of existing and potential WDN rehabilitation approaches between different countries.
Abstract: Purpose – Sustainable water management has been a trending goal in the past decade. Non-revenue water (NRW) is one form of water loss that should be addressed to reach water sustainability. While rehabilitating water distribution networks (WDNs) is one way to decrease NRW, the process is often delayed owing to cost. Therefore, it is essential to provide decision-makers with cost-effective approaches to optimize WDN rehabilitation. This study aims to evaluate the cost-effectiveness of approaches for rehabilitating WDN from developing countries’ perspectives.
Design/methodology/approach – A systematic literature review was first conducted to identify different WDN rehabilitation methods and techniques to develop the questionnaire survey. This is followed by collecting questionnaire survey data in Malaysia and Egypt on the cost and effectiveness of the WDN rehabilitation methods and techniques. A total of 176 respondents were collected, 109 from Malaysia and 67 from Egypt. Then, the data were analyzed using mean score ranking with ormalization technique and agreement analysis.
Findings – The results from the data analysis show that the cost-effective approaches are “programming,” “simulation,” “digital twin” and “supervisory control and data acquisition.” Additionally, the data from Malaysia suggest two additional cost-effective approaches:“zoning network” and “genetic algorithm.”
Originality/value – To the best of the authors’ knowledge, this paper presents one of the first studies that laterally compares the cost-effectiveness of existing and potential WDN rehabilitation approaches between different countries. There is yet a study that compared these WDN rehabilitation approaches. This comparison which is developed depending on the systematic review could be a reference for future studies or surveys which could be done on different countries in the future. The main findings of this paper can be a useful reference for decision-makers, especially those from middle-income countries, when looking into approaches for WDN rehabilitation. A better WDN rehabilitation supports NRW reduction, moving towards sustainable water management.
TL;DR: In this article, the authors investigate construction site workers' compliance with various coronavirus (Covid-19) protocols while working on construction sites and the results were analyzed using frequency tables and a factor analytical approach.
Abstract: Purpose: This paper aims to investigate construction site workers’ compliance with various coronavirus (Covid-19) protocols while working on construction sites. Design/methodology/approach: This survey was conducted at the end of the imposed lockdown following Nigeria’s upsurge of the Covid-19 pandemic. The survey research method was adopted for the study using a structured questionnaire administered to 246 construction site workers under strict Covid-19 preventive measures. The data was complemented through personal observations of the study site activities. The results were analysed using frequency tables and a factor analytical approach. Findings: The preventive measures in place on construction sites can be classified into personal protective measures, good etiquette/manners, contact precautions and prompt actions. Although the workers claimed to be aware of the Covid-19 pandemic, their disposition towards the preventive measures on construction sites is worrisome. Hence, their level of compliance with the protocols could mitigate the spread of the virus. Originality/value: This paper fulfils an identified gap to study the need to promote public health by mitigating the global pandemic’s spread in areas where social distancing cannot be easily observed.
TL;DR: In this paper, the authors investigate barriers to integrating lean construction practices and integrated project delivery on CMPs towards the global integrated delivery (GID) transformative initiatives and develop future of work (FOW) global initiatives in contemporary multinational AEC organizations.
Abstract: Purpose: The architecture, engineering and construction (AEC) industry encounter substantial risks and challenges in its evolution towards sustainable development. International businesses, multinational AEC organisations, technical professionals, project and portfolio management organisations face global connectivity challenges between business units, especially during the outbreak of novel coronavirus pandemic, to manage construction megaprojects (CMPs). That raises the need to manage global connectivity as a main strategic goal of global organisations. This paper aims to investigate barriers to integrating lean construction (LC) practices and integrated project delivery (IPD) on CMPs towards the global integrated delivery (GID) transformative initiatives and develop future of work (FOW) global initiatives in contemporary multinational AEC organisations. Design/methodology/approach: A two-stage quantitative and qualitative research approach is adopted. The qualitative research methodology consists of a literature review to appraise barriers to integrating LeanIPDGthe second is still taking its first steps, whilst IPD has little implementation. LeanBIM is slightly integrated, whilst LeanIPD integration is almost not present. Originality/value: The research findings, conclusion and recommendation and proposed GID strategy placements for LeanIPD&GID transformative initiatives to integrating LeanIPD&GID on CMPs. This will allow project key stakeholders to place emphasis on tackling LeanIPD&GID barriers identified in this research and commence GID strategies. The study has provided effective practical strategies for enhancing the integration of LeanIPD&GID transformative initiatives on CMPs. © 2021, Emerald Publishing Limited.
TL;DR: In this article, the authors explored factors hindering the implementation of COVID-19 safety regulations at construction sites in Ghana and identified the most hindering factors, whereas superstition, lack of personal protective equipment supply, and theft of materials were reported by fewer respondents.
Abstract: Purpose: The new normal introduced by COVID-19 has ushered in new safety regulations that are required to be implemented by all organisations, including the construction industry. The implementation of the COVID-19 regulations, like any health and safety regulation, is not without hindrances. Consequently, this study aims to explore factors hindering the implementation of COVID-19 safety regulations at construction sites in Ghana. Design/methodology/approach: The study adopted a qualitative research method using an open-ended questionnaire as a data collection instrument. The set of questionnaires were distributed by means of purposive and snowball sampling methods. The collected data were analysed by means of the thematic analysis technique. Findings: It became evident that several factors militate against implementing COVID-19 safety regulations at construction sites. Cost of implementing COVID-19 safety measures, lack of compliance and ignorance were identified as the most hindering factors, whereas superstition, lack of personal protective equipment supply and theft of COVID-19 materials were reported by fewer respondents. Research limitations/implications: The set of questionnaires were limited to small construction firms who were operating on site within the Central, Western and Greater Accra regions of Ghana during the second wave of the COVID-19 pandemic. However, the findings may be applicable to firms outside these regions because most of the small construction firms in the country share similar characteristics. Practical implications: The recommendations proffered could help construction organisations devise strategies to overcome the barriers that hamper the implementation of COVID-19 safety regulations on site. Moreover, the findings could inform policymakers on what is required to enforce compliance on site. Originality/value: COVID 19 is still new, and as a result, the body of knowledge is at the infancy stage. This article contributes to advancing the body of knowledge in the area of COVID-19 implementation challenges on construction sites. © 2021, Emerald Publishing Limited.
TL;DR: In this article, the mediating roles of sustainable supply chain management and green radical product innovation (GRPI) in the link between sustainable entrepreneurial orientation (SEO) and sustainability performance were investigated.
Abstract:
Purpose
Anchored on the natural resource-based view and stakeholder theories, this study aims to investigate the mediating roles of sustainable supply chain management and green radical product innovation (GRPI) in the link between sustainable entrepreneurial orientation (SEO) and sustainability performance.
Design/methodology/approach
The comprehensive research model developed in this study is empirically tested by using data garnered from 248 managers of Ghanaian small and medium-sized enterprises. Partial least square structural equation modeling is applied as the methodological technique to test all the hypothesized relationships.
Findings
Results of the study indicate that SEO has a direct significant positive impact on environmental performance and social performance but not financial performance. However, through sustainable supply chain management and GRPI (both mediating variables), SEO tends to have significant impact on all sustainability performance dimensions (environmental, financial and social performance).
Originality/value
This study offers fresh empirical evidence by developing a unified research model that validates the specific mediation role of sustainable supply chain management between SEO and green radical product innovation, as well as the mediating roles of both sustainable supply chain management and GRPI between SEO and sustainability performance dimensions.
TL;DR: In this article, the influence of value management (VM) critical success factors (CSFs) on the implementation of VM activities in building projects with a view to promoting sustainability of construction industry in Egypt.
Abstract: Purpose: The purpose of this paper is to assess the influence of value management (VM) critical success factors (CSFs) on the implementation of VM activities in building projects with a view to promoting sustainability of construction industry in Egypt. Design/methodology/approach: The VM CSFs and implementation activities were recognized from earlier studies; questionnaire survey was conducted to collect data from relevant stakeholders, and the collected data was subjected to exploratory factor analysis. Consequently, the influence of VM CSFs on VM implementation was generated via partial least square structural equation modelling. In addition, through relative importance ranking analysis, the significance VM CSFs were examined. Findings: The findings from the proposed model revealed a strong relationship between VM implementation activities and its CSFs; the relationship is at a moderate level with an effect of 22.0. This indicates that, VM CSFs would be useful to implement VM in the Egyptian building industry. Research limitations/implications: Although these studies have been confined to Egypt�s VM studies; they may apply to other developing countries that have not carried out these studies. It is therefore vital, in those countries where the exercise has been entirely undertaken, to analyze the various measures to promote the application of the method. Practical implications: This research would be of benefit to stakeholders in building industries to be aware of VM phases and its CSFs that demand utmost consideration. Also, the identified CSFs are expected to enhance the success and value of building projects by adopting VM. Originality/value: The novelty of this research work will be a benchmark or board for decision-makers to eliminate the unwanted cost and enhance quality by adopting VM in Egypt�s building projects to achieve their sustainable projects. © 2021, Emerald Publishing Limited.