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As the world experiences a rapid rise in technological advances, the engineering profession will be required to become even more socially responsible and emotionally stable to be able to display higher levels of empathy towards the society they serve. Therefore, the purpose of this study is to evaluate the key emotional competencies (ECs) that engineers need to possess to thrive in the construction industry after graduation.

A quantitative research approach was conducted with close-ended questionnaires developed and administered to built environment professionals such as architects, construction managers, construction project managers, engineers and quantity surveyors.

The results showed that the ability to display a positive outlook on life, understand one's emotional triggers, ability to display resilience in hard times, control one's emotions and ability to show compassion to others were the highest-ranked ECs. Further analysis revealed four clusters such as self-awareness, empathy, self-regulation and self-motivation.

Practical guidance for higher education institutions is offered in terms of revamping and revisiting their engineering education curricula to develop these ECs to produce emotionally sound engineers for the ever-changing world of work.

As the world of work becomes increasingly dynamic and diverse, engineers will be required to possess empathy, social skills and high levels of ECs to be able to seamlessly interact with fellow professionals as well as the society they serve.

Researchers and policymakers have given attention to generic skills development in higher institutions. One of the intentions is to broaden graduate employability with generic skills. In South Africa, there is a paucity of research concerning future built environment practitioners’ (FBEP) generic skills development from the students’ perspective. Thus, this paper aims to investigate South Africa’s FBEP generic skills and suggest feasible solutions to improve FBEP generic skills from the students’ perception.

The researchers collated the views of FBEP via a phenomenology type of qualitative research design. It covered selected South African public universities and investigated the discourses that underpin “perceived hindrance” in developing generic skills for FBEP. Selected 30 FBEP were engaged in the virtual interviews across three public universities. Data saturation was achieved. Three themes emerged and were analysed through a thematic analysis.

Findings show that FBEP generic skills development will enhance integrated productivity and higher value for money in construction project delivery. But developing these skills demands a holistic approach. Findings have raised concern with the perceived hindrances facing FBEP in developing generic skills. Findings suggest the need to revisit and revamp the curricula to develop these skills and strengthen policies that will “nip” possible hindrances.

This study was limited to South Africa’s FBEP generic skills from students’ perception. In line with the limited resources, three public universities were covered from the selected provinces in South Africa. Future research with a more diverse sample is needed to ensure a better representative and generalisation of findings.

Findings show that apart from academic knowledge system thinking skills, civic responsibility skills and critical thinking skills are germane for intending construction industry professionals. Others are integrated teamwork skills, good attitude and communication skills, entrepreneurship skills and resources management skills. Findings from this paper may stir up the education sector’s stakeholders to revamp the curricula in enhancing these skills among students from the basic to higher institutions. The outcome will improve productivity in the construction industry.

Although few scholars have discussed generic skills in the built environment, there are limited studies from the students’ context in developing countries, a South Africa case study, a gap this research aims to fill. Also, it proffers ways to mitigate perceived hindrances facing FBEP in developing generic skills.

Although social media has gained prominence as a communication and marketing tool in various sectors, its adoption and utilization within the construction industry remain relatively underexplored. Therefore, this study fills this gap by evaluating the level of awareness and the extent of adoption of social media within the Nigerian construction industry, shedding light on its current status and potential impact.

This objective was attained via a quantitative research approach that utilized a structured questionnaire to obtain responses from construction professionals such as architects, builders, engineers, quantity surveyors and estate managers. Frequencies and percentages and the mean item score (MIS) were used to analyze the questionnaire responses and assess the overall awareness and adoption of social media among construction professionals. Additionally, the Kruskal–Wallis H-test provided valuable insights into the variations in social media adoption levels among different professional categories within the construction industry.

The results indicate that construction professionals possess a generally high level of awareness regarding various social media platforms. However, despite this awareness, the extent of adoption does not align with the level of awareness, suggesting that adoption rates are not as widespread as anticipated.

The findings of this study underscore the importance of not just awareness but also effective adoption and utilization of social media platforms. While awareness is a crucial first step, construction firms should focus on implementing strategies to encourage greater adoption and integration of these platforms into their daily operations. This can go a long way in bridging the awareness – adoption gap which was revealed in this study.

While the limited existing research on social media in the construction industry has predominantly concentrated on areas such as marketing, addressing the root causes of fatalities, data environment tools and business branding, none have undertaken a thorough evaluation of social media awareness and adoption within the sector. This study fills a critical gap by narrowing its focus to the adoption dynamics and the technology’s potential impact on communication, collaboration and knowledge sharing among construction professionals.

The internet’s revolutionary impact on communication, information access and business transactions exemplifies how technology can reshape human behaviour. Similarly, cyber-physical systems (CPSs) hold immense potential to transform our interaction and control of the physical environment. This study investigates the challenges hindering the adoption of CPSs in Nigeria’s construction industry, aiming to pave the way for a more sustainable future in construction.

This study examined challenges related to CPSs in Nigerian sustainable construction projects. Data were gathered through a literature review and a questionnaire survey of Lagos-based construction professionals (architects, quantity surveyors, engineers and builders). Statistical methods were used to analyse the data. Mean and standard deviation determined respondents’ opinions’ central tendency and variability. The data’s suitability for factor analysis was confirmed through Kaiser–Meyer–Olkin (KMO) and Bartlett’s sphericity tests, indicating strong correlations between variables. Factor analysis subsequently identified key challenges hindering CPSs implementation in Nigerian construction.

The mean and standard deviation analysis findings indicated that the most significant challenges of CPSs for sustainable construction projects in Nigeria are lack of awareness, inadequate public–private partnership, professional complacencies, data overload and lack of capital. In addition, the analysis was also conducted using factor analysis, which includes five groupings: financial inhibition, management barrier, geopolitical inhibition, national security and lack of awareness.

This study recommended that the challenges listed in this study should be considered and worked on through financial, political and professional support of CPSs for sustainable construction projects, such as Sustainable Development Goals (SDGs) programmes and national awareness programmes.

Despite the growing use of Fourth Industrial Revolution (4IR) technologies in construction, the reasons behind adopting social media in this context and its real benefits for sustainable construction and productivity remain unclear. This study aims to examine how construction professionals perceive the impact of social media on sustainable construction and productivity in the industry.

This research used a mixed-methods research approach (qualitative and quantitative), resulting in the formulation of a well-structured questionnaire which was distributed to construction professionals. Ordinal regression and multinomial logistic regression were carried out to assess the impact of social media use on sustainable construction and productivity enhancement, as well as the extent of social media utilization in construction projects.

Through exploratory factor analysis, five distinct clusters of social media consequences were identified, namely: information and knowledge sharing, community engagement and morale, environmental and resource management, disruptive and stressful effects and communication and collaboration. Furthermore, the extent of social media usage is closely related to three key factors: community engagement and morale, environmental and resource management and communication and collaboration.

This study represents one of the pioneering research efforts in Nigeria to investigate the implications of social media usage in the construction industry. Thus, future studies can build upon this research to further contribute to the multifaceted dimensions of social media’s impact on the construction industry.

In several developing contexts, the delivery of Architecture, Engineering Construction and Operation (AECO) projects continually grapples with issues such as fragmented communication, a lack of transparency, safety and risk management concerns. These problems result from the use of traditional construction practices and insufficient technology integration. Therefore, there is a pressing need to enhance communication, transparency and collaboration within construction projects in these countries through the improved utilization of innovative tools. Consequently, this study empirically assesses both the application areas and the benefits associated with the adoption of social media within the Nigerian construction industry.

This study employed a quantitative research approach that utilized a structured questionnaire to collect responses from construction professionals. The respondents were selected using a combination of purposive and snowball sampling techniques, resulting in a 75% response rate. Data analysis included mean score value (MSV), standard deviations and normality testing (Shapiro-Wilk) to assess data characteristics. The Kruskal-Wallis H-test was used for further analysis due to the ordinal nature of the data.

The findings of this study indicate that social media can be effectively used in project management, communication, safety management, as well as marketing and branding of AECO projects. The most significant benefits of using social media in construction activities include building trust and credibility, enhancing crisis communication and improving project collaboration.

This study introduces a fresh perspective by showcasing the transformative potential of social media, traditionally viewed as a communication tool, in addressing complex issues in construction project delivery. Consequently, the findings of this study can offer a paradigm shift in the way construction professionals, policymakers and industry stakeholders perceive and harness the capabilities of social media.

Despite the global shift toward smart building features and technologies, the level of awareness among stakeholders in Nigeria’s construction sector remains unclear, limiting engagement with these innovations. This study examines the awareness of smart building features and technologies, providing insights to address knowledge gaps and improve understanding within the sector.

This study adopted the quantitative research approach, using a questionnaire survey to obtain data from construction stakeholders that were purposively selected in Lagos State and Abuja, Nigeria. The collected data were analyzed using various statistical tools such as frequencies, percentiles, mean item scores, standard deviation and the Mann–Whitney U test.

From the result of the analysis, the study concluded that the most cognizant smart building features and technology were security doors, escalators and lifts, solar panels and energy-saving equipment, fire alarms, heating, ventilation, air and conditioning.

This study provides insights into the awareness of smart building features and technologies among Nigerian construction stakeholders, bridging theory and practice. It informs policy development, enhances professional knowledge and promotes educational initiatives. Its findings support sustainable construction efforts, potentially improving societal attitudes and quality of life.

This study uniquely explores the level of awareness of smart building features and technologies among clients and professionals in Nigeria’s construction sector. Identifying existing knowledge gaps provides critical insights that can guide efforts to enhance understanding and foster deeper engagement with these innovations.

The main aim of this research study is to comprehensively evaluate the level of awareness and practical implementation of mechatronic technologies in developing countries, with a particular emphasis on their application within the Nigerian construction industry.

Using a quantitative framework, this study uses a well-structured questionnaire that was administered to professionals within the Nigerian construction industry. Subsequently, the obtained data was subjected to in-depth analysis such as mean values and standard deviations, utilization of the Kruskal–Wallis H-test and application of the Shapiro-Wilk normality test.

Results from the study revealed a relatively fair level of awareness and implementation of mechatronic technologies among Nigerian construction professionals. Among the 22 mechatronic technologies surveyed, respondents exhibited considerable awareness and implementation of only a few, underscoring the imperative for further initiatives to enhance awareness of these technologies.

By focusing on a developing country context and specifically addressing the construction sector, this research offers novel insights into the opportunities associated with adopting advanced technological solutions in a unique setting. The findings of this study provide a foundation for future discussions, strategies and interventions aimed at fostering the integration of mechatronic technologies in similar contexts.

This study aims to identify and evaluate the key strategies to promote the implementation of automation techniques with reference to the Nigerian construction industry.

Pragmatic philosophical thinking using a mixed-method approach (a combination of qualitative and quantitative) was adopted for this study. The qualitative strand of this research was achieved using a Delphi technique while a well-structured questionnaire conducted among 191 construction professionals was adopted to attain the quantitative strand. Obtained data were analyzed using frequencies, percentages, mean item scores, Kruskal–Wallis H test and exploratory factor analysis (FA).

Results revealed that the “provision of funding and subsidies for automation techniques” “mandatory automation policies and regulations,” “creating incentives for adoption,” “formulation of programs to promote awareness” and “deploying gamification to boost employee performance” were the top five strategies to promote the adoption of automation techniques. FA revealed four principal clusters, namely, awareness and publicity programs, government regulations and standards, provision of education and training and awards and recognition.

This study provided a solid theoretical and empirical foundation that can be useful to construction industry stakeholders, decision-makers, policymakers and the government in mapping out strategies to promote the incorporation and deployment of automation and robotics in the construction industry.

To the best of the authors’ knowledge, this study is one of the first in developing countries and Nigeria to establish an ordered grouping structure of the strategies to promote the adoption of automation techniques.

The study aims to develop a model that supports the application of data science techniques for real estate professionals in the fourth industrial revolution (4IR) era. The present 4IR era gave birth to big data sets and is beyond real estate professionals' analysis techniques. This has led to a situation where most real estate professionals rely on their intuition while neglecting a rigorous analysis for real estate investment appraisals. The heavy reliance on their intuition has been responsible for the under-performance of real estate investment, especially in Africa.

This study utilised a survey questionnaire to randomly source data from real estate professionals. The questionnaire was analysed using a combination of Statistical package for social science (SPSS) V24 and Analysis of a Moment Structures (AMOS) graphics V27 software. Exploratory factor analysis was employed to break down the variables (drivers) into meaningful dimensions helpful in developing the conceptual framework. The framework was validated using covariance-based structural equation modelling. The model was validated using fit indices like discriminant validity, standardised root mean square (SRMR), comparative fit index (CFI), Normed Fit Index (NFI), etc.

The model revealed that an inclusive educational system, decentralised real estate market and data management system are the major drivers for applying data science techniques to real estate professionals. Also, real estate professionals' application of the drivers will guarantee an effective data analysis of real estate investments.

Numerous studies have clamoured for adopting data science techniques for real estate professionals. There is a lack of studies on the drivers that will guarantee the successful adoption of data science techniques. A modern form of data analysis for real estate professionals was also proposed in the study.