1. Title

In-depth Analysis of Incident Investigation on High Risk in Construction Sites in the Durban CBD

 2. Introduction

Particularly in metropolitan areas like the Durban Central Business District (CBD), the building sector is marked by high-risk operations requiring strong safety precautions. The complicated character of building sites, which can involve many stakeholders, hazardous materials, and high-intensity operations, aggravates the difficulties of controlling these hazards. Emphasising the need of efficient safety measures in metropolitan regions, Mokoni and Monyatsi (2023) point out that the high activity levels in CBDs raise the risk of accidents due of their dense population. Moreover, the possibility of events on building sites becomes a major concern that calls for careful study as cities like Durban keep growing and developing.

As Cloete and Govender (2023) underline, the building sector in Durban is essential for the economic growth of the city and greatly influences infrastructure and urban development. This development does, however, accompany a natural rise in construction-related hazards. High-risk construction projects include underground buildings, high-rise towers, and other complicated projects in the Durban CBD entail careful planning and strong safety precautions. Particularly in the building of urban underground constructions, Kulikova and Balovtsev (2020) address the function of risk control systems in lowering these hazards. Their results highlight the requirement of a thorough approach to risk management, in which incident investigation is absolutely important.

On building sites, incident investigation is essential for risk management since it offers insightful analysis of the causes of mishaps and aids in the creation of preventative actions. With its particular difficulties, the Durban CBD calls for thorough examination of incident investigations to find trends, underlying causes, and possible remedies. The building industry has to change as the urban scene develops by using better safety measures. According to Mokoni and Monyatsi (2023), by spotting structural problems in the building operations, research of events not only clarifies the immediate causes of accidents but also helps to promote long-term safety by means of systemic adjustments.

The increasing complexity of building projects in the Durban CBD combined with the high risk character of the sector emphasises the requirement of a thorough evaluation of incident investigations. Such a study can offer important new perspectives that guide safety policies and lower the possibility of next mishaps.

 3. The Statement of the Problem

The building sector is well-known for its high risk character; events on building sites sometimes result in major injury or death. Particularly in high-risk settings like those found in metropolitan centres, Zeng and Li (2022) underline the ongoing difficulties in building safety. With its dense population and active business activity, the Durban CBD offers a special mix of problems that increase these hazards. With an eye towards the efficacy of present safety procedures and incident investigation techniques, this study seeks to identify the fundamental causes of high-risk events in building sites within this domain.

As the author highlighted, local town planning authorities are quite important in guaranteeing safety on building sites. Okeke et al. (2020) But given recent events, especially, the efficiency of these authorities in the Durban CBD has come under close examination. The fast urbanisation and the growing complexity of building projects call for a review of current safety precautions and the procedures followed to look at occurrences. With an eye on high-risk events in the Durban CBD, this study will look at the influence of municipal authorities on building safety.

Birhane et al. (2022) underline the complex character of building injuries and the several causes ranging from individual mistake to systematic safety management failures. Given the predominance of high-rise structures and sophisticated infrastructure developments in the Durban CBD, the possibility for incidents is really great. Using past studies to identify common trends and core causes, this study will investigate the particular elements causing high-risk events in this region. As the author said, establishing good preventive plans requires a thorough examination of these elements.

By means of a case study examination of scaffolding mishaps on building sites, Dogan et al. (2021) underlined the need of thorough incident investigations. Scaffolding and other high-risk building activities are rather widespread in the Durban CBD, hence it is important to know the particular hazards connected with these activities. This study will probe the specifics of prior events, looking at the effectiveness of safety precautions taken in response to found hazards and the suitability of investigation methods. This approach seeks to help to create more strong safety measures for Durban CBD building sites.

 4. Sub-Problems or Research Questions

1. What are the primary causes of high-risk incidents on construction sites in the Durban CBD?
2. How effective are the current incident investigation processes in identifying and addressing these causes?
3. What role do local town planning authorities play in ensuring safety on construction sites in the Durban CBD?
4. How can safety protocols be improved to reduce the occurrence of high-risk incidents in this area?

 5. Hypotheses

1. The primary causes of high-risk incidents on construction sites in the Durban CBD are due to a combination of human error and systemic failures in safety management.
2. The current incident investigation processes are not fully effective in identifying and addressing the root causes of high-risk incidents.
3. Local town planning authorities have a significant but underutilized role in ensuring construction site safety in the Durban CBD.
4. Improved safety protocols, informed by comprehensive incident investigations, can significantly reduce the occurrence of high-risk incidents on construction sites.

 6. Aims and Objectives of the Study

1. To identify the primary causes of high-risk incidents on construction sites in the Durban CBD.
2. To evaluate the effectiveness of current incident investigation processes in addressing these causes.
3. To assess the role of local town planning authorities in ensuring construction site safety in the Durban CBD.
4. To propose recommendations for improving safety protocols to reduce the occurrence of high-risk incidents.

 7. Importance of the Study

Especially in fast urbanising locations like the Durban CBD, the building sector makes a major contribution to economic growth. But as Martins et al. (2022) pointed out, the significant risk associated with building projects presents major safety concerns that have to be addressed to safeguard public and worker safety. This study is significant since it aims to shed more light on the elements causing high-risk events on building sites, so enabling the development of suitable safety precautions. Through concentrating on the Durban CBD, the study tackles the special difficulties presented by urban building, in which the stakes are especially high.

Sanni-Anibire et al. (2020) underlined the requirement of a risk assessment strategy improving the performance of building safety. This study is important since it seeks to assess the efficiency of present safety policies and incident investigation procedures in the Durban CBD, thereby offering information that can help to create more strong safety precautions. The results of the study could have wider consequences for other cities dealing with comparable issues, so the building safety field would benefit much from it.

Shen et al. (2021) spoke on the need of technology developments in enhancing building site safety including safety helmet detecting systems. This study is pertinent since it will investigate how modern safety precautions and such technologies might be included into present Durban CBD operations. The study will offer doable suggestions for using these technologies to lower the frequency of high-risk events, hence improving the general safety of metropolitan building sites.

In building, Zeng and Li (2022) underlined the need of health and safety risk awareness as well as of The significance of this study is in its ability to increase knowledge of the particular hazards connected to building in the Durban CBD and so foster a safe culture in the sector. The study could result in a notable decrease in construction-related events by spotting flaws in present safety policies and suggesting focused enhancements, so helping workers, businesses, and the general society.

 8. Assumptions

As Sanni-Anibire et al. (2020) underlined, it is believed that systematic shortcomings in safety management as well as human mistake define the main causes of high-risk events on building sites in the Durban CBD. Previous research pointing to similar elements as main causes of building mishaps grounds this presumption. This study will also be focused on the assumption that thorough incident investigations can help to clearly identify these factors.

Shen et al. (2021) further assume that the present incident investigation procedures in the Durban CBD are not totally successful in resolving the underlying causes of high-risk events. Analysis of historical events and the results of their investigations will help to validate this premise. The study is supposed to expose weaknesses in these systems and offer suggestions for development.

2020 Sebele-Mpofu covered the subtleties and underlying presumptions in qualitative research. This study makes the presumption that the results from the Durban CBD can be applied to other urban building sites with like qualities. Although the study will concentrate on a particular geographic location, it is expected that the findings will have more general relevance and offer ideas that might be pertinent to other cities dealing with comparable building safety issues.

Improved safety procedures, guided by thorough incident investigations, should also be expected, as stated by Sanni-Anibire et al. (2020), to greatly lower the frequency of high-risk events on building sites. This presumption stems from the idea that building good preventive plans depends on knowing the underlying reasons of events. The study will verify this assumption by looking at the link between the efficacy of safety procedures and incident investigating procedures.

 9. Delimitations of the Study

Focussing especially on high-risk events, the extent of this research is confined to building sites within the Durban CBD as Akanle et al. (2020) underlined. This delimitation is crucial since it enables the research to focus on a particular geographical area with special features possibly not relevant in other areas. Reducing the scope will let the research offer more thorough and pertinent analysis of the safety concerns and difficulties construction sites in the Durban CBD experience.

Gossel (2024) addresses future research objectives and the boundaries of current research initiatives. The exclusion of non-construction-related events, such those occurring in manufacturing or other sectors inside the Durban CBD, marks still another constraint of our research. This restriction guarantees that the study stays concentrated on the building industry, which has unique hazards and safety issues. The study can offer more focused suggestions for enhancing construction safety by omitting other sectors.

In academic study, Coker (2022) underlined the need of precisely establishing the framework of boundaries. The fact that this study depends on qualitative data—more especially, incident reports and interviews with important players—defines it also. Although qualitative data offers insightful information, it might not fully depict the range of the problems, especially those that could be measured by statistical analysis. Thus, the results of the study should be understood considering this restriction.

The study’s limited to qualitative approaches implies, as Vindrola-Padros and Johnson (2020) highlighted, it will not include a quantitative investigation of event frequency or intensity. Although quantitative data could show a more complete picture of the hazards connected to building in the Durban CBD, the qualitative approach of the study is more appropriate to investigate the fundamental causes of events and the success of incident investigation techniques. This restriction lets the research concentrate on detailed study instead of general statistical trends.

 10. Definition of Key Terms

• Incident Investigation: The process of examining the causes and consequences of accidents or near-misses on construction sites.
• High-Risk Activities: Construction tasks that involve significant potential for harm, including work at height, heavy machinery operation, and excavation.
• Construction Site Safety: Measures and practices aimed at preventing accidents and injuries on construction sites.
• Durban CBD: The Central Business District of Durban, a major urban area in South Africa known for its commercial activities and construction projects.
• Safety Protocols: Established procedures and guidelines designed to ensure the safety of workers on construction sites.

 11. Commonly Used Abbreviations

• CBD: Central Business District
• OSHA: Occupational Safety and Health Administration
• PPE: Personal Protective Equipment
• HSE: Health, Safety, and Environment
• EHS: Environmental Health and Safety

 12. Preliminary Review of the Literature

 12.1. Risk Management and Safety Protocols in Urban Construction Sites

The growing complexity of building projects in metropolitan hubs like the Durban CBD calls for a strong risk management strategy and safety procedures. As Barrett (2019) pointed out, architectural and design choices also help to increase safety on building sites, therefore supporting sustainability. In places like the Durban CBD, where building operations are tightly entwined with current urban infrastructure, this is especially crucial. The high risk character of these projects—often including the construction of high-rise buildings, subterranean tunnels, and other sophisticated constructions—emphasizes even more the requirement of efficient safety management systems.

Particularly in underdeveloped nations where regulatory control may be inadequate, Osei-Asibey et al. (2021) underlined the need of raising health and safety criteria on building sites. Given the fast growing building activity in the Durban CBD, where safety procedures are desperately needed to guard workers and the public. This entails following current laws as well as implementing best practices from other sectors and areas. The study will look at how these ideas might be carried out in the Durban CBD to lower high-risk event frequency.

Emphasising the need of extensive event investigations, Sousa and Einstein (2021) address lessons learnt from mishaps during tunnel building. These studies can offer important new perspectives on the causes of mishaps and support the creation of better safety procedures. The results of such studies are especially pertinent in the Durban CBD, where underground building is becoming rather popular. The study will look at prior events in the area, with particular attention to how the knowledge gained may be used in next initiatives to improve security.

Examining the application of data-driven approaches in fire safety management on building sites, Su et al. (2021) underlined the possibility of technology to enhance safety outcomes. Integration of sophisticated safety management systems could be quite important in the Durban CBD, where high-density building presents major fire hazards, in reducing these hazards. The study will look at the situation of fire safety management in the area now and suggest ways to use technology to improve safety on building sites.

 12.2. Incident Investigation and Safety Outcomes in Construction

On building sites, incident investigation is an essential part of risk management since it offers insightful analysis of the causes of mishaps and supports the creation of preventative policies. Emphasising the need of safety management in construction, especially in high-risk areas, Alkaissy et al. (2020) This study will concentrate on how well incident investigations in the Durban CBD help to improve safety results on building sites. The study will also look at the difficulties researchers have determining the main causes of events and carrying out remedial action.

In their 2021 discussion of risk identification and assessment in sustainable building projects, El-Sayegh et al. underlined the need of a proactive approach to safety management. The value of incident investigation is impossible to overestimate in the Durban CBD, where building projects are getting ever more complicated. The study will assess the present methods applied in the area to analyse events, pointing up areas for development. With an eye towards how these actions have affected safety outcomes, this will include a thorough study of historical events and the responses done in reaction to them.

Using a hybrid fuzzy Delphi and DEMATEL method, Mohandes et al. (2022) performed a causal analysis of accidents on building sites to find important risk factors. Their results highlight the difficulty of event analysis and the necessity of a methodical approach to identify accident causes. Accurate identification and resolution of the underlying causes of events is absolutely vital in the Durban CBD, where building sites are sometimes packed and disorderly. The study will look at how sophisticated analytical techniques might be used to raise the success of local incident investigations.

Tessema et al. (2022) evaluated risk variables on building projects in Gondar City, Ethiopia, offering information pertinent to other metropolitan regions including the Durban CBD. Their research emphasises the need of an all-encompassing risk management strategy including careful incident investigation as a fundamental element. These insights will be used in the research to investigate how comparable strategies may be used in the Durban CBD, therefore improving safety on building sites and lowering the frequency of high-risk events.

 12.3. Gaps and Arguments

Although construction safety management has made great progress, knowledge and application of efficient safety procedures remain lacking, especially in high-risk metropolitan areas like the Durban CBD. Safety rules are sometimes insufficiently followed on building sites, as Oke et al. (2018) underlined, which increases accident and injury incidence. With an eye towards systemic failures and suggested focused enhancements to safety procedures, this study seeks to fill in these gaps by offering a thorough study of incident investigations in the Durban CBD.

In his 2018 Pinfold, Pinfold explored the difficulties of running crowded building sites in metropolitan areas and underlined the need of creative technology and space management for bettering safety results. These difficulties are most noticeable in the Durban CBD, where building activity is closely packed and space is sometimes scarce. The study will look at how present methods of space management affect safety on building sites and how they may be changed to lower the accident risk. This will include a study of past research and an examination of Durban CBD incident records.

Emphasising the requirement of a more proactive attitude to safety management, Aghimien et al. (2018) found elements causing debilitating injuries and deaths in the South African building sector. The study will expand on these results by looking at how these elements show themselves in the Durban CBD, where the building sector is a main economic actor. The project intends to offer practical recommendations for lowering the frequency of high-risk events in the area by determining the particular causes of such events and so enhancing general safety results.

Elsebaei et al. (2022) investigated the causes and effects of site mishaps in the Egyptian building sector, therefore offering ideas relevant to various areas, including the Durban CBD. Their research emphasises the need of realising the larger background of accidents and the part played by cultural, legal, and financial elements. These elements will be taken into account in the framework of the Durban CBD and investigated how they affect incident investigation procedures and safety policies. The aim is to find weaknesses in present safety policies and suggest remedies catered to the particular difficulties of the Durban CBD.

 13. Methodology

Using a qualitative methodology, this study will concentrate on the in-depth evaluation of incident investigation procedures on high-risk building sites inside the Durban CBD. Qualitative research is ideal for this study as, as Mays and Pope (2020) pointed out, it is geared to investigating difficult, context-specific problems. Key players like building site managers, safety officials, and representatives from local town planning agencies will be semi-structured interviewed in the study. These interviews will shed light on the difficulties experienced by personnel in charge of maintaining construction site safety as well as the efficacy of present incident investigation systems.

Yadav (2022) underlined the need of strict criteria in qualitative research and the need of using several data sources to guarantee authenticity and dependability. In keeping with this, the study will also examine safety records and incident reports from Durban CBD building sites. These records will offer insightful information on the reasons behind events, the results of enquiries, and the success of the reacted upon policies. The study seeks to give a whole picture of the elements causing high-risk events in the Durban CBD by triangulating data from interviews and document analysis.

Nassaji (2020) covered the traits of excellent qualitative research, including the need of a defined focus and a methodical technique of data collecting and analysis. Beginning with the identification of important themes and concerns pertaining to incident investigation on building sites, this study will use a methodical approach. Using thematic analysis, the data will be examined in order to spot trends and patterns in the causes of events as well as the success of the investigating procedures. The results will be applied to create suggestions for strengthening security procedures and lowering the frequency of high-risk events at the Durban CBD.

 14. The Data, Their Treatment, and Their Interpretation

As Sutton and Austin (2015) underline, the data for this study will be gathered by semi-structured interviews and document analysis. Key players engaged in construction site safety in the Durban CBD—site managers, safety inspectors, and representatives of municipal authorities—will be interviewed. These interviews will offer qualitative information on the difficulties of controlling safety on high-risk building sites, the success of present incident investigation systems, and the possibility to enhance safety procedures. Data will be entered and transcribed for study.

Particularly when addressing sensitive subjects like workplace safety, Adeoye‐Olatunde and Olenik (2021) underlined the need of appropriate data treatment in qualitative research. Using thematic analysis, the interview data will be examined in search of important themes and trends concerning incident investigation and safety management on building sites in the Durban CBD. The study will concentrate on knowing the underlying causes of high-risk events, the success of investigative procedures, and the difficulties stakeholders in using safety procedures encounter.

As Ruslin et al. (2022) pointed out, the way qualitative data is interpreted calls for a sophisticated knowledge of the background of the data collecting. The particular qualities of the Durban CBD—including its urban density, economic importance, and legal environment—will direct the way data are interpreted in this study. The results will be analysed in view of current research on building site safety, therefore offering insights that are both context-specific and generally relevant to other urban construction sites confronting comparable difficulties.

Islam & Aldaihani (2022) spoke about the need of rationalising the research methodologies applied in qualitative investigations, including the choice of sample strategy, data collecting procedures, and analysis approaches. This study justifies the use of semi-structured interviews and document analysis by the necessity to investigate difficult, context-specific concerns about incident investigation on building sites in the Durban CBD. The way the data is interpreted will depend on a thorough awareness of the local context, shaped by the opinions of important players and the study of pertinent records.

 15. Ethical Considerations

Research involving human participants must first give ethical issues first priority, especially in cases when the study subject is delicate such workplace safety. Researchers have to make sure participants are totally informed about the nature of the study and their rights as Husbands (2020) pointed out. All interview participants in this study will receive comprehensive information on the objectives, techniques, and possible hazards of the study. Every participant will get informed permission, and they will be guaranteed their right to stop from the study at any moment without consequence.

Taquette and Borges da Matta Souza (2022) examined the moral conundrums that could develop in qualitative research, especially in regard to the possible influence on study subjects. Care will be taken in this research to guarantee participants’ confidentiality is preserved always. All information will be kept safely; the data gathered from interviews will be anonymised to guard participant identity. The study will also be carried out in conformity with ethical standards established by the pertinent academic and professional organisations, therefore safeguarding participant welfare and rights all through the research process.

In qualitative research, especially with regard to the interpretation and data reporting, Sadeghi and Smith (2024) underlined the need of ethics. Ethical issues will be taken into account in this study in the analysis and presentation of the results. Care will be taken to prevent misrepresenting or misinterpreting the data; the interpretation of the facts will be done so in a way that respects the viewpoints and experiences of the subjects. The results will be presented in a respectful, honest, and factual manner honouring the participants’ contributions to the research.

 16. Outline of the Proposed Treatise

The proposed treatise will be structured as follows:

1. Introduction: This chapter will provide an overview of the research topic, including the background, rationale, and objectives of the study. It will also introduce the research questions and hypotheses.
2. Literature Review: This chapter will review the existing literature on construction site safety, incident investigation, and risk management. It will identify gaps in the literature and provide a theoretical framework for the study.
3. Methodology: This chapter will describe the research design, including the data collection and analysis methods. It will also discuss the ethical considerations and the limitations of the study.
4. Findings: This chapter will present the results of the data analysis, including the key themes and patterns identified in the interviews and document analysis. It will also discuss the implications of the findings for construction site safety in the Durban CBD.
5. Discussion: This chapter will interpret the findings in light of the existing literature and the research questions. It will also explore the implications of the findings for policy and practice.
6. Conclusion and Recommendations: This chapter will summarize the main findings of the study and provide recommendations for improving safety protocols and incident investigation processes on construction sites in the Durban CBD.

 17. Research Programme

The research programme will be structured as follows:

• Phase 1: Literature Review (Months 1-2): The first phase will involve a comprehensive review of the existing literature on construction site safety, incident investigation, and risk management. This will provide the theoretical framework for the study and identify gaps in the literature that the research will address.
• Phase 2: Data Collection (Months 3-4): The second phase will involve the collection of qualitative data through semi-structured interviews and document analysis. Interviews will be conducted with key stakeholders involved in construction site safety in the Durban CBD, and relevant incident reports and safety records will be analyzed.
• Phase 3: Data Analysis (Months 5-6): The third phase will involve the analysis of the qualitative data using thematic analysis. The aim will be to identify key themes and patterns related to incident investigation and safety management on construction sites in the Durban CBD.
• Phase 4: Interpretation and Reporting (Months 7-8): The final phase will involve the interpretation of the findings in light of the research questions and the existing literature. The results will be written up in the form of a treatise, which will be submitted for academic review.

 18. Budget

Item	Cost (ZAR)	Description
Literature Review	5,000	Access to academic journals and books
Data Collection	10,000	Travel expenses for interviews, recording equipment
Data Analysis	7,000	Software for qualitative data analysis (e.g., NVivo)
Miscellaneous	5,000	Printing, binding, and other incidental expenses
Total	27,000

19. Referencing and References

Mokoni, T.O. and Monyatsi, L., 2023. Responding to road safety challenges: proposed pedestrian safety measures for Durban CBD. Southern African Transport Conference.

Cloete, M.C. and Govender, V., Towards A Sustainable Urban Community at The Point Development in Durban. CSID Journal of Infrastructure Development, 7(1), p.2.

Kulikova, E.Y. and Balovtsev, S.V., 2020, November. Risk control system for the construction of urban underground structures. In IOP Conference Series: Materials Science and Engineering (Vol. 962, No. 4, p. 042020). IOP Publishing.

Zeng, L. And Li, R.Y.M., 2022. Construction safety and health hazard awareness in Web of Science and Weibo between 1991 and 2021. Safety science, 152, p.105790.

Okeke, F.O., Sam-Amobi, C.G. and Okeke, F.I., 2020. Role of local town planning authorities in building collapse in Nigeria: evidence from Enugu metropolis. Heliyon, 6(7).

Birhane, G.E., Yang, L., Geng, J. And Zhu, J., 2022. Causes of construction injuries: a review. International journal of occupational safety and ergonomics, 28(1), pp.343-353.

Dogan, E., Yurdusev, M.A., Yildizel, S.A. and Calis, G., 2021. Investigation of scaffolding accident in a construction site: A case study analysis. Engineering Failure Analysis, 120, p.105108.

Martins, J.B., Carim Jr, G., Saurin, T.A. and Costella, M.F., 2022. Integrating Safety-I and Safety-II: Learning from failure and success in construction sites. Safety science, 148, p.105672.

Sanni-Anibire, M.O., Mahmoud, A.S., Hassanain, M.A. and Salami, B.A., 2020. A risk assessment approach for enhancing construction safety performance. Safety science, 121, pp.15-29.

Shen, J., Xiong, X., Li, Y., He, W., Li, P. And Zheng, X., 2021. Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning. Computer‐Aided Civil and Infrastructure Engineering, 36(2), pp.180-196.

Sebele-Mpofu, F.Y., 2020. Saturation controversy in qualitative research: Complexities and underlying assumptions. A literature review. Cogent Social Sciences, 6(1), p.1838706.

Akanle, O., Ademuson, A.O. and Shittu, O.S., 2020. Scope and limitation of study in social research. Contemporary issues in social research, 105, p.114.

Gossel, B.M., 2024. Analogies in entrepreneurial communication and strategic communication: Definition, delimitation of research programs and future research. In Start-up and Entrepreneurial Communication (pp. 11-33). Routledge.

Coker, D.C., 2022. A Thematic Analysis of the Structure of Delimitations in the Dissertation. International Journal of Doctoral Studies, 17.

Vindrola-Padros, C. And Johnson, G.A., 2020. Rapid techniques in qualitative research: a critical review of the literature. Qualitative health research, 30(10), pp.1596-1604.

Barrett, M.S., 2019. The role of architecture in promoting sustainability in the inner city: towards a skills development centre for street children in Durban (CBD) (Doctoral dissertation).

Osei-Asibey, D., Ayarkwa, J., Acheampong, A., Adinyira, E. And Amoah, P., 2021. Framework for improving construction health and safety on Ghanaian construction sites. Journal of Building Construction and Planning Research, 9(2), pp.115-137.

Sousa, R.L. and Einstein, H.H., 2021. Lessons from accidents during tunnel construction. Tunnelling and Underground Space Technology, 113, p.103916.

Su, Y., Mao, C., Jiang, R., Liu, G. And Wang, J., 2021. Data-driven fire safety management at building construction sites: Leveraging CNN. Journal of management in engineering, 37(2), p.04020108.

Alkaissy, M., Arashpour, M., Ashuri, B., Bai, Y. And Hosseini, R., 2020. Safety management in construction: 20 years of risk modeling. Safety science, 129, p.104805.

El-Sayegh, S.M., Manjikian, S., Ibrahim, A., Abouelyousr, A. And Jabbour, R., 2021. Risk identification and assessment in sustainable construction projects in the UAE. International Journal of Construction Management, 21(4), pp.327-336.

Mohandes, S.R., Sadeghi, H., Fazeli, A., Mahdiyar, A., Hosseini, M.R., Arashpour, M. And Zayed, T., 2022. Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach. Safety science, 151, p.105730.

Tessema, A.T., Alene, G.A. and Wolelaw, N.M., 2022. Assessment of risk factors on construction projects in gondar city, Ethiopia. Heliyon, 8(11).

Pinfold, L., 2018, September. Coupling innovative technology, space management and bim processes with Smart city management: Congested construction sites in urban centres in Cape Town South Africa. In THIRTY-FOURTH ANNUAL CONFERENCE (p. 727).

Aghimien, D., Oke, A.E., Aigbavboa, C.O. and Ontlametse, K., 2018, August. Factors contributing to disabling injuries and fatalities in the South African construction industry. In Joint CIB W099 and TG59 International Safety, Health, and People in Construction Conference (pp. 337-345).

Mays, N. And Pope, C., 2020. Quality in qualitative research. Qualitative research in health care, pp.211-233.

Yadav, D., 2022. Criteria for good qualitative research: A comprehensive review. The Asia-Pacific Education Researcher, 31(6), pp.679-689.

Nassaji, H., 2020. Good qualitative research. Language Teaching Research, 24(4), pp.427-431.

Sutton, J. And Austin, Z., 2015. Qualitative research: Data collection, analysis, and management. The Canadian journal of hospital pharmacy, 68(3), p.226.

Adeoye‐Olatunde, O.A. and Olenik, N.L., 2021. Research and scholarly methods: Semi‐structured interviews. Journal of the american college of clinical pharmacy, 4(10), pp.1358-1367.

Ruslin, R., Mashuri, S., Rasak, M.S.A., Alhabsyi, F. And Syam, H., 2022. Semi-structured Interview: A methodological reflection on the development of a qualitative research instrument in educational studies. IOSR Journal of Research & Method in Education (IOSR-JRME), 12(1), pp.22-29.

Islam, M.A. and Aldaihani, F.M.F., 2022. Justification for adopting qualitative research method, research approaches, sampling strategy, sample size, interview method, saturation, and data analysis. Journal of International Business and Management, 5(1), pp.01-11.

Elsebaei, M., Elnawawy, O., Othman, A.A.E. and Badawy, M., 2022. Causes and impacts of site accidents in the Egyptian construction industry. International Journal of Construction Management, 22(14), pp.2659-2670.

Husband, G., 2020. Ethical data collection and recognizing the impact of semi-structured interviews on research respondents. Education Sciences, 10(8), p.206.

Taquette, S.R. and Borges da Matta Souza, L.M., 2022. Ethical dilemmas in qualitative research: A critical literature review. International Journal of Qualitative Methods, 21, p.16094069221078731.

Sadeghi, N. And Smith, T., 2024. Ethics in qualitative research. In How to Conduct Qualitative Research in Finance (pp. 108-132). Edward Elgar Publishing.