This document discusses a study on risk management practices in construction projects in Pakistan. The study aims to investigate current risk management practices, identify and prioritize key risks and success factors, and examine the relationship between effective risk management and project success. Data was collected through surveys of 22 contractor firms working on 100 diverse projects. The analysis found that risk management has been implemented at a low level locally. It also revealed a strong correlation between effective risk management and project success, highlighting the importance of risk management techniques and their impact on construction project outcomes from the contractor's perspective.
Risk Severity Framework for a BOT Highway ProjectIOSRJMCE
Adequate attention needs to be given to project risk management for reaping the benefits by way of meeting the objectives of an organisation. Organisations which implement good risk management practices derive maximum advantage by way of fewer risks which are quite manageable in general and more so in infrastructure sector which is subjected to plethora of risks. The role of infrastructure in the overall development of a nation cannot be underscored. Considering this, a study has been carried out for an ongoing highway project being executed in the state of Telangana (India) under NHAI. The study was carried out by administering the questionnaire to 250 experts associated with highway sector and the response received was 110. The respondents were asked to identify the risks in four phases of a project namely Feasibility phase, Development Phase, Execution Phase and Operation phase and also the likelihood and impact of each of the identified risks. The severity of risk was determined based on the likelihood and impact of risks and was categorized accordingly. The severity of risk indicates the extent to which the project is exposed to that particular risk and the mitigation measures need to be taken accordingly to minimise the effect of risk
Effect or Risk Management Methods on project performance in Rwandan Construct...Sibo Kanyambari Aimable
Risks are very common in construction sector. Risk is the Possibility of suffering loss and the impact on the involved parties. According to APM (2006), all projects are inherently risky because they are unique, constrained, complex, based on assumptions, and performed by people. As a result, project risk management methods must be built into the management of projects and should be used throughout the project lifecycle.
Many construction projects fail because organizations assume that all the projects would succeed and they therefore do not identify, analyze, and provide mitigation or contingencies for the risk elements involved in the project.
Society desires that all projects should be performing and has become less tolerant of failure (Edwards and Bowen, 2005). Pressure is exerted on project managers to minimize the chance of project failure. This increasing pressure for performance which suggests that it is prudent for anyone involved in a project to be concerned about the associated risks and how they can be effectively managed.
Traditionally, performance of a project is analyzed on the criteria of quality, budget and time of completion. Two more criteria to determine the performance of a project were added by Kerzner (2001). Firstly, the project would effectively and efficiently manage risks and, secondly, it should be accepted by the customer.
It is known that the cause of the projects failure can be directly related to the extent of risk management methods undertaken. Besides, the level of risk management methods undertaken during project lifecycle impacts directly on the performance or otherwise of the project. Furthermore, using risk management methods effectively to manage risk should be continuously undertaken throughout the project lifecycle to enhance project performance. Risk management methods are thus an important tool to cope with such substantial risks in projects performance.
The main objective of the enquiry work that underpins this research is to investigate the effect of risk management methods on project performance. In this paper, a case study of RSSB multi-storey already executed project is considered.
Risk Severity Framework for a BOT Highway ProjectIOSRJMCE
Adequate attention needs to be given to project risk management for reaping the benefits by way of meeting the objectives of an organisation. Organisations which implement good risk management practices derive maximum advantage by way of fewer risks which are quite manageable in general and more so in infrastructure sector which is subjected to plethora of risks. The role of infrastructure in the overall development of a nation cannot be underscored. Considering this, a study has been carried out for an ongoing highway project being executed in the state of Telangana (India) under NHAI. The study was carried out by administering the questionnaire to 250 experts associated with highway sector and the response received was 110. The respondents were asked to identify the risks in four phases of a project namely Feasibility phase, Development Phase, Execution Phase and Operation phase and also the likelihood and impact of each of the identified risks. The severity of risk was determined based on the likelihood and impact of risks and was categorized accordingly. The severity of risk indicates the extent to which the project is exposed to that particular risk and the mitigation measures need to be taken accordingly to minimise the effect of risk
Effect or Risk Management Methods on project performance in Rwandan Construct...Sibo Kanyambari Aimable
Risks are very common in construction sector. Risk is the Possibility of suffering loss and the impact on the involved parties. According to APM (2006), all projects are inherently risky because they are unique, constrained, complex, based on assumptions, and performed by people. As a result, project risk management methods must be built into the management of projects and should be used throughout the project lifecycle.
Many construction projects fail because organizations assume that all the projects would succeed and they therefore do not identify, analyze, and provide mitigation or contingencies for the risk elements involved in the project.
Society desires that all projects should be performing and has become less tolerant of failure (Edwards and Bowen, 2005). Pressure is exerted on project managers to minimize the chance of project failure. This increasing pressure for performance which suggests that it is prudent for anyone involved in a project to be concerned about the associated risks and how they can be effectively managed.
Traditionally, performance of a project is analyzed on the criteria of quality, budget and time of completion. Two more criteria to determine the performance of a project were added by Kerzner (2001). Firstly, the project would effectively and efficiently manage risks and, secondly, it should be accepted by the customer.
It is known that the cause of the projects failure can be directly related to the extent of risk management methods undertaken. Besides, the level of risk management methods undertaken during project lifecycle impacts directly on the performance or otherwise of the project. Furthermore, using risk management methods effectively to manage risk should be continuously undertaken throughout the project lifecycle to enhance project performance. Risk management methods are thus an important tool to cope with such substantial risks in projects performance.
The main objective of the enquiry work that underpins this research is to investigate the effect of risk management methods on project performance. In this paper, a case study of RSSB multi-storey already executed project is considered.
RISK MANAGEMENT IN CONSTRUCTION PROJECTS AS PER INDIAN SCENARIOIAEME Publication
Construction industry is highly risk prone, with complex and dynamic project
environments creating an atmosphere of high uncertainty and risk. The industry is
vulnerable to various technical, sociopolitical and business risks. The track record
to cope with these risks has not been very good in construction industry. As a
result, the people working in the industry bear various failures, such as, failure of
abiding by quality and operational requirements, cost overruns and uncertain delays
in project completion. In light of this, it can be said that an effective systems of risk
assessment and management for construction industry remains a challenging task
for the industry practitioners. The aim of the this research is to identify and evaluate
current risks and uncertainties in the construction industry through extensive
literature survey and aims to make a basis for future studies for development of a
risk management framework to be adopted by prospective investors, developers and
contractors
EFFECTS OF RISK MANAGEMENT METHODS ON PROJECT PERFORMANCE IN RWANDAN CONSTRUC...Sibo Kanyambari Aimable
Risks are very common in construction sector. Risk is the Possibility of suffering loss and the impact on the involved parties. According to APM (2006), all projects are inherently risky because they are unique, constrained, complex, based on assumptions, and performed by people. As a result, project risk management methods must be built into the management of projects and should be used throughout the project lifecycle.
Many construction projects fail because organizations assume that all the projects would succeed and they therefore do not identify, analyze, and provide mitigation or contingencies for the risk elements involved in the project.
Society desires that all projects should be performing and has become less tolerant of failure (Edwards and Bowen, 2005). Pressure is exerted on project managers to minimize the chance of project failure. This increasing pressure for performance which suggests that it is prudent for anyone involved in a project to be concerned about the associated risks and how they can be effectively managed.
Traditionally, performance of a project is analyzed on the criteria of quality, budget and time of completion. Two more criteria to determine the performance of a project were added by Kerzner (2001). Firstly, the project would effectively and efficiently manage risks and, secondly, it should be accepted by the customer.
It is known that the cause of the projects failure can be directly related to the extent of risk management methods undertaken. Besides, the level of risk management methods undertaken during project lifecycle impacts directly on the performance or otherwise of the project. Furthermore, using risk management methods effectively to manage risk should be continuously undertaken throughout the project lifecycle to enhance project performance. Risk management methods are thus an important tool to cope with such substantial risks in projects performance.
The main objective of the enquiry work that underpins this research is to investigate the effect of risk management methods on project performance. In this paper, a case study of RSSB multi-storey already executed project is considered.
International Journal of Engineering Research and DevelopmentIJERD Editor
Electrical, Electronics and Computer Engineering,
Information Engineering and Technology,
Mechanical, Industrial and Manufacturing Engineering,
Automation and Mechatronics Engineering,
Material and Chemical Engineering,
Civil and Architecture Engineering,
Biotechnology and Bio Engineering,
Environmental Engineering,
Petroleum and Mining Engineering,
Marine and Agriculture engineering,
Aerospace Engineering.
Risk Management in High Rise Construction Projects: A ReviewA Makwana
This paper gives information about identification of risk factors and perceptions of Indian construction practitioners i.e., contractors, owners, project managers and Engineers on the importance of different construction risks and how the risks should be assigned between the different parties of the contract. As the very common project styles, construction projects have so many characteristics likewise time limitation, specific items, financial restrictions and requirements, extraordinary structural and legal situations, complexity features. For this situation every construction project has own complex method. Risks constantly happen at construction projects and frequently cause time overrun or cost overrun. If you don’t contemplate these risk factors, or neglect the main factors, these risk factors will affect the damage because of the managerial errors. Risk management is the process which covers to identify the risks, for assessment with the help of qualitatively and quantitatively, to response with appropriate technique for management and controlling. The concept has gain popularity in various industries. Various companies frequently found the method in their projects for upgrading their performance, reducing their losses and increasing their profits. Questionnaire survey among clients, contractors, engineers and architects is analyzed using, Relative Importance Index (RII) and Importance Index (IMP.I) methods. The focus of this study is to understand what Risk Management is, understand the process of risk management at construction project and have depth knowledge on the use of risk management in high-rise construction projects.
ESTABLISHING RISK MANAGEMENT FACTORS FOR CONSTRUCTION PROJECTS IN IRAQ IAEME Publication
The construction industry is widely associated with a high risk and uncertainty due to the nature of its operating environment. This study aim s to identify and evaluate key risk factors and their frequency and severity and then their impact in different types of construction projects in Iraq . A questionnaire survey was conducted and a total of sixty five critical factors were identified and categorized into eight groups. These are: 1. Financial related risk, 2. Legal related risk, 3. Management risk, 4. Market related risk, 5. Politic al and security related risk, 6. Technical related risk, 7. Environmental related risk, and 8. Social related risk. Seventy five respondents participated in the survey representing 22 clients, 21 consultants and 32 contractors. The results are presented on the basis of their frequency, severity and importance. The study revealed that the most ten important factors are: Security measures, loss incurred due t o corruption and bribery, loss due to bureaucracy for late approvals, un-official holidays, loss incurred due to political changes, increase of material s price, unfairness in tendering, improper project planning and budgeting, design changes and increase of labor costs. Finally the study suggested that what are the importance of risk function and project risk management for project success.
In Indian scenario of infrastructure industry, there is a colossal vocation of peril analysis knacks and tools available for the management of affliction. In dogma, each peril analysis knack has its strengths and weaknesses. Knacks such as Probability Theory, Certainty Factors and Dempster-Shaffer theory of evidence are discussed with regard to their application to peril analysis in road projects. Suggestions on the most appropriate tools associated with the knacks are also presented. The mighty and emaciation of each knack are highlighted and discussed. This paper inferred the peril to be determined in project.
Risk Contingency Evaluation in International Construction Projects (Real Case...IJLT EMAS
Most construction companies operating in the global construction industry would undertake international projects to maximize their profitability through benefitting from the new attractive markets and reducing the dependence upon local markets. As a result of the nature of construction works the company and project's conditions actually include massive risks and uncertainty. So the risk sensitivity of projects costs should be assessed in a realistic manner. The comprehensive risk assessment method was introduced as a decision making supporting tool to be employed for international constructive projects through applying a risk model that will aid the procedures of evaluating risks and prioritizing such projects and assessing risk contingency value. Both the Analytic Hierarchy Process (AHP), applied for evaluating risk factors weight (likelihood), and FUZZY LOGIC approach, applied for evaluating risk factors influence (Risk consequences) employing software aids such as EXECL and MATLAB software, were used for developing the risk model. The reliability of the developed software has been verified by applications on a real construction projects. The proposed methodology and decision support tool have been proved to be reliable for the estimation of cost overrun resulting from risk on basis of actual final reports of projects. Six actual case studies from different countries were chosen to determine the highest risk factors and to implement the designed models, test their results and evaluate risk cost impact. The proposed models result showed that: the highest and lowest risk contingency percentage of 48 % and 16 % were in Project no (5), (6) respectively in Egypt. On the other hand, the projects no (1, 2, 4,7) in Saudi Arabia, UAE, Libya and Jordan, the risk contingency of 29%, 39%, 20% and 28% respectively. The actual results are close to those of the proposed program.
International Journal of Engineering and Science Invention (IJESI)inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
RISK MANAGEMENT IN CONSTRUCTION PROJECTS AS PER INDIAN SCENARIOIAEME Publication
Construction industry is highly risk prone, with complex and dynamic project
environments creating an atmosphere of high uncertainty and risk. The industry is
vulnerable to various technical, sociopolitical and business risks. The track record
to cope with these risks has not been very good in construction industry. As a
result, the people working in the industry bear various failures, such as, failure of
abiding by quality and operational requirements, cost overruns and uncertain delays
in project completion. In light of this, it can be said that an effective systems of risk
assessment and management for construction industry remains a challenging task
for the industry practitioners. The aim of the this research is to identify and evaluate
current risks and uncertainties in the construction industry through extensive
literature survey and aims to make a basis for future studies for development of a
risk management framework to be adopted by prospective investors, developers and
contractors
EFFECTS OF RISK MANAGEMENT METHODS ON PROJECT PERFORMANCE IN RWANDAN CONSTRUC...Sibo Kanyambari Aimable
Risks are very common in construction sector. Risk is the Possibility of suffering loss and the impact on the involved parties. According to APM (2006), all projects are inherently risky because they are unique, constrained, complex, based on assumptions, and performed by people. As a result, project risk management methods must be built into the management of projects and should be used throughout the project lifecycle.
Many construction projects fail because organizations assume that all the projects would succeed and they therefore do not identify, analyze, and provide mitigation or contingencies for the risk elements involved in the project.
Society desires that all projects should be performing and has become less tolerant of failure (Edwards and Bowen, 2005). Pressure is exerted on project managers to minimize the chance of project failure. This increasing pressure for performance which suggests that it is prudent for anyone involved in a project to be concerned about the associated risks and how they can be effectively managed.
Traditionally, performance of a project is analyzed on the criteria of quality, budget and time of completion. Two more criteria to determine the performance of a project were added by Kerzner (2001). Firstly, the project would effectively and efficiently manage risks and, secondly, it should be accepted by the customer.
It is known that the cause of the projects failure can be directly related to the extent of risk management methods undertaken. Besides, the level of risk management methods undertaken during project lifecycle impacts directly on the performance or otherwise of the project. Furthermore, using risk management methods effectively to manage risk should be continuously undertaken throughout the project lifecycle to enhance project performance. Risk management methods are thus an important tool to cope with such substantial risks in projects performance.
The main objective of the enquiry work that underpins this research is to investigate the effect of risk management methods on project performance. In this paper, a case study of RSSB multi-storey already executed project is considered.
International Journal of Engineering Research and DevelopmentIJERD Editor
Electrical, Electronics and Computer Engineering,
Information Engineering and Technology,
Mechanical, Industrial and Manufacturing Engineering,
Automation and Mechatronics Engineering,
Material and Chemical Engineering,
Civil and Architecture Engineering,
Biotechnology and Bio Engineering,
Environmental Engineering,
Petroleum and Mining Engineering,
Marine and Agriculture engineering,
Aerospace Engineering.
Risk Management in High Rise Construction Projects: A ReviewA Makwana
This paper gives information about identification of risk factors and perceptions of Indian construction practitioners i.e., contractors, owners, project managers and Engineers on the importance of different construction risks and how the risks should be assigned between the different parties of the contract. As the very common project styles, construction projects have so many characteristics likewise time limitation, specific items, financial restrictions and requirements, extraordinary structural and legal situations, complexity features. For this situation every construction project has own complex method. Risks constantly happen at construction projects and frequently cause time overrun or cost overrun. If you don’t contemplate these risk factors, or neglect the main factors, these risk factors will affect the damage because of the managerial errors. Risk management is the process which covers to identify the risks, for assessment with the help of qualitatively and quantitatively, to response with appropriate technique for management and controlling. The concept has gain popularity in various industries. Various companies frequently found the method in their projects for upgrading their performance, reducing their losses and increasing their profits. Questionnaire survey among clients, contractors, engineers and architects is analyzed using, Relative Importance Index (RII) and Importance Index (IMP.I) methods. The focus of this study is to understand what Risk Management is, understand the process of risk management at construction project and have depth knowledge on the use of risk management in high-rise construction projects.
ESTABLISHING RISK MANAGEMENT FACTORS FOR CONSTRUCTION PROJECTS IN IRAQ IAEME Publication
The construction industry is widely associated with a high risk and uncertainty due to the nature of its operating environment. This study aim s to identify and evaluate key risk factors and their frequency and severity and then their impact in different types of construction projects in Iraq . A questionnaire survey was conducted and a total of sixty five critical factors were identified and categorized into eight groups. These are: 1. Financial related risk, 2. Legal related risk, 3. Management risk, 4. Market related risk, 5. Politic al and security related risk, 6. Technical related risk, 7. Environmental related risk, and 8. Social related risk. Seventy five respondents participated in the survey representing 22 clients, 21 consultants and 32 contractors. The results are presented on the basis of their frequency, severity and importance. The study revealed that the most ten important factors are: Security measures, loss incurred due t o corruption and bribery, loss due to bureaucracy for late approvals, un-official holidays, loss incurred due to political changes, increase of material s price, unfairness in tendering, improper project planning and budgeting, design changes and increase of labor costs. Finally the study suggested that what are the importance of risk function and project risk management for project success.
In Indian scenario of infrastructure industry, there is a colossal vocation of peril analysis knacks and tools available for the management of affliction. In dogma, each peril analysis knack has its strengths and weaknesses. Knacks such as Probability Theory, Certainty Factors and Dempster-Shaffer theory of evidence are discussed with regard to their application to peril analysis in road projects. Suggestions on the most appropriate tools associated with the knacks are also presented. The mighty and emaciation of each knack are highlighted and discussed. This paper inferred the peril to be determined in project.
Risk Contingency Evaluation in International Construction Projects (Real Case...IJLT EMAS
Most construction companies operating in the global construction industry would undertake international projects to maximize their profitability through benefitting from the new attractive markets and reducing the dependence upon local markets. As a result of the nature of construction works the company and project's conditions actually include massive risks and uncertainty. So the risk sensitivity of projects costs should be assessed in a realistic manner. The comprehensive risk assessment method was introduced as a decision making supporting tool to be employed for international constructive projects through applying a risk model that will aid the procedures of evaluating risks and prioritizing such projects and assessing risk contingency value. Both the Analytic Hierarchy Process (AHP), applied for evaluating risk factors weight (likelihood), and FUZZY LOGIC approach, applied for evaluating risk factors influence (Risk consequences) employing software aids such as EXECL and MATLAB software, were used for developing the risk model. The reliability of the developed software has been verified by applications on a real construction projects. The proposed methodology and decision support tool have been proved to be reliable for the estimation of cost overrun resulting from risk on basis of actual final reports of projects. Six actual case studies from different countries were chosen to determine the highest risk factors and to implement the designed models, test their results and evaluate risk cost impact. The proposed models result showed that: the highest and lowest risk contingency percentage of 48 % and 16 % were in Project no (5), (6) respectively in Egypt. On the other hand, the projects no (1, 2, 4,7) in Saudi Arabia, UAE, Libya and Jordan, the risk contingency of 29%, 39%, 20% and 28% respectively. The actual results are close to those of the proposed program.
International Journal of Engineering and Science Invention (IJESI)inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
risks-07-00024.pdf
1. See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/331320542
An Innovative Framework for Risk Management in Construction Projects in
Developing Countries: Evidence from Pakistan
Article in Risks · February 2019
DOI: 10.3390/risks7010024
CITATIONS
9
READS
964
5 authors, including:
Some of the authors of this publication are also working on these related projects:
Geographically Weighted Regression (Spatial Statistics) View project
Wastewater Concrete View project
Ahsan Nawaz
Zhejiang University
11 PUBLICATIONS 19 CITATIONS
SEE PROFILE
Ahsan Waqar
Mirpur University of Science and Technology
6 PUBLICATIONS 13 CITATIONS
SEE PROFILE
Syyed Adnan Raheel Shah
Hasselt University
47 PUBLICATIONS 100 CITATIONS
SEE PROFILE
Muhammad Sajid
University of Engineering and Technology, Taxila
12 PUBLICATIONS 29 CITATIONS
SEE PROFILE
All content following this page was uploaded by Syyed Adnan Raheel Shah on 25 February 2019.
The user has requested enhancement of the downloaded file.
2. risks
Article
An Innovative Framework for Risk Management in
Construction Projects in Developing Countries:
Evidence from Pakistan
Ahsan Nawaz 1, Ahsan Waqar 2, Syyed Adnan Raheel Shah 2,*, Muhammad Sajid 3 and
Muhammad Irslan Khalid 4
1 Department of Project Management, Bahria University Islamabad (Lahore Campus), Punjab 54770, Pakistan;
ahsanklasra@gmail.com
2 Department of Civil Engineering, Pakistan Institute of Engineering and Technology, Multan 66000, Pakistan;
Ahsanwaqar@piet.edu.pk
3 Department of Engineering Management, University of Engineering and Technology, Taxila 47050, Pakistan;
Sajid.malik@uettaxila.edu.pk
4 Department of Civil Engineering, University of Engineering and Technology, Taxila 47050, Pakistan;
engrarslan_civil@outlook.com
* Correspondence: syyed.adnanraheelshah@uhasselt.be; Tel.: +92-300-791-4248
Received: 28 November 2018; Accepted: 19 February 2019; Published: 25 February 2019
Abstract: Risk management is a comparatively new field and there is no core system of risk
management in the construction industries of developing countries. In Pakistan, construction is an
extremely risk-seeking industry lacking a good reputation for handling risk. However, it is gradually
giving it more importance as a result of increased competition and construction activities. For this
purpose, a survey-based study has been conducted which aims to investigate the risk management
practices used in construction projects in Pakistan. To achieve the objective, data was collected from
22 contractor firms working on 100 diverse projects. The analysis indicates that risk management has
been implemented at a low level in the local environment. The results also disclose that there is a
higher degree of correlation between effective risk management and project success. The findings
reveal the importance of risk management techniques, their usage, implication, and the effect of these
techniques on the success of construction projects from the contractor’s perspective, thus convincing
the key participants of projects about the use of risk management.
Keywords: risk management; construction projects; projects success; contractor’s perspective
1. Introduction
Construction is a very risk-inclined industry with a relatively poor reputation for handling the
risk (Shen et al. 2001). The construction industry and, moreover, construction project activities are risky
(Wang et al. 2004). The accomplishment of project success in the construction industry mainly relies
upon the level of risk (Kartam and Kartam 2001). With the increasing association of many contracting
parties, such as contractors, subcontractors, suppliers, owners, and designers, the level of risk increases
(Iqbal et al. 2015). This level of risk can be decreased by adopting risk management practices
(Aleshin 2001; Iqbal et al. 2015).
Projects from the construction industry are different in size (small, large, medium) which involves
risk of varying degrees of impact (Hwang et al. 2014). Frequently, the risk is not dealt with satisfactorily,
and, as a result, the industry is facing poor performance (Iqbal et al. 2015). Many infrastructure projects,
being massive in shape, involve huge budgets leading to huge monetary losses, and these losses are
caused by the various risks linked with such megaprojects (Deviparasath 2007). These types of losses
Risks 2019, 7, 24; doi:10.3390/risks7010024 www.mdpi.com/journal/risks
3. Risks 2019, 7, 24 2 of 10
needed to be identified and mitigated. The whole process of identification and mitigation is termed as
risk management (PMI 2017).
Many risk management frameworks have been developed by various researchers. (Iqbal et al. 2015)
developed a risk management framework to report the significance of different types of risks and the
effectiveness of risk management techniques practiced in construction projects. Risks events were identified,
classified, and assessed by Aleshin (2001) in his proposed framework for practical recommendations of risk
management to joint projects in Russia. (Choudhry and Iqbal 2012), in their study, identified and prioritized
common risks, management techniques to address those risks, the current status of the implementation
of risk management systems in organizations, and their barriers to effective risk management in the
construction industry. A risk management framework was proposed by Wang et al. (2004) who emphasize
the risk identification process, the techniques, the risk evaluation process, and an effective way for
mitigation measures. In addition, a risk model (named Alien Eyes’ Model) was introduced, which shows
hierarchical levels of risk and the affected relationship between the risks. Shen (1997) introduces a risk
management model to identify critical risks and their mitigation plan from the contractor’s perspective.
In addition, there is a limited application of analytical techniques available to assess the critical risks in the
Hong Kong construction industry. To identify and assess the risks in the joint venture project, Bing and
Tiong (1999) proposed a comprehensive risk assessment model which is effective for the identification of
critical risk factors and provides a way to assess the identified risk in a better way.
Management of projects is concerned with the utilization of skills, tools, techniques,
and knowledge about the activities of projects, keeping in mind the core goal of the stakeholders’
expectations in a project (Hwang et al. 2014). The construction sector is a standout amongst the
most neglected sectors in Pakistan (Hameed and Woo 2007). Risk analysis and management is a
critical part of project management. Risk is the quality of a system that relates to the possibility of
different outcomes (Jaafari 2001). Risk is an event having an impact on the organization’s objectives
and may affect the performance of the organization in terms of low productivity, poor quality,
and an increase in the budget (Akintoye and MacLeod 1997; Loosemore et al. 2012). Management of
risk is considered to be the most important part of the execution in construction management
(Tang et al. 2007). It is mostly concerned with the triple constraints (namely, time, cost, and quality) of
the project, the integration of the project, communication, human resources (HR), and the procurement
process. It also helps to develop the future vision of projects as it recognizes likelihoods and
uncertainties (Borge 2001). It is characterized as a framework that expects to recognize and assess all
risks to which the project is exposed with the goal that an alert judgment can be made how to deal with
the risk (Zou et al. 2007; Flanagan and Norman 1993; Barber 2005). The above research highlights that
many researchers have done research on risk management, but very little or no effort has been made
from Pakistan’s perspective. Due to inadequate risk management practices in the construction industry
of Pakistan, many projects are not completed on time and within the allocated budget. There is still an
immense need to train and educate employees about risk management practices in the construction
industry. For this purpose, this research aims to develop a framework to investigate risk management
practices and their implications to produce future benefits for construction projects in Pakistan.
This study focuses on risk management practices adopted by the contractor’s firms in the
construction industry of Pakistan. The principal objectives of the research are; (i) to study, identify,
and prioritize the risk management techniques, (ii) to identify and prioritize the project success factor
in the construction industry, (iii) to apply the effective knowledge of risk management in construction
projects, (iv) to study and investigate the relationship between implementing effective risk management
and the success of construction projects in Pakistan. The basic aim is to help contractor firms to take
care of their upcoming and current projects by having a focus on implementing risk management
practices and analyzing the effect of risk management on the success of construction projects.
This research is organized as follows: Section 1 describes the introduction of risk management,
its definitions, and the practices previously accomplished. Section 2 states the research methodology
for the current study, leading to a proposed framework for risk management in Section 3. Section 4
4. Risks 2019, 7, 24 3 of 10
describes the risk management techniques for the current study. Results and a discussion are provided
in Section 5, leading to the conclusion of the research in Section 6.
2. Research Methodology
This section presents the research methodology adopted for this study. It begins with understanding
risk management. A literature survey was performed on risk management, its techniques, and current
findings on risk management. Based on a literature review and a discussion with the top management
of the construction industry, a questionnaire (5-point Likert scale) was developed. It consisted of three
major sections, namely, (i) respondent’s basic profile, (ii) questions related to aims of investigating
risk management, and (iii) questions related to the success criteria (PSF, i.e., project success factors).
The questionnaires were filled in by 270 respondents through field links (filled in by hand in a
face-to-face meeting) from the target population. The target population consisted of the contractor
companies listed with the Pakistan Engineering Council (PEC). These companies are categorized as CA,
CB, C1, C2, C3, and C4 based on their tendering limit, as depicted in Table 1. The construction projects,
including bridges, flyovers, buildings, infrastructures, roads, and dams, were the major focus of this
research. In addition to this, the target population includes project managers, deputy project managers,
senior site engineers, and planning engineers working in different construction companies.
Table 1. PEC (Pakistan Engineering Council) Category and Tendering Limit of Companies.
PEC Categories CA CB C1 C2 C3 C4
Tendering Limit No Limit 2000 M 1000 M 500 M 250 M 100 M
Note: M = Million of Rupees (PKR).
There are different respondents working on different projects belonging to different categories of
registration under the PEC. According to Table 2, the largest number of samples were collected from
the two companies with category CA and CB with 34.4% and 32.2%, respectively. Moreover, 58.5% of
the people from whom data was collected were highly experienced (more than 20 years of experience).
Based on their experience, it can be projected that the collected data is reliable and precise. The quality
and reliability of the data can be affirmed by 35.6% and 21.5% of the responses were collected from
deputy project managers and project managers, respectively. In addition, 41.1% of the samples were
collected from infrastructure projects, and 47.1% of the projects cost more than 300 million rupees.
Table 2. Profile of Companies, Respondents, and Projects.
No of Samples (N = 270)
Characteristics Category/Range N %
Contractors
CA 93 34.4
CB 87 32.2
C1 66 24.4
C2 5 1.9
C3 14 5.2
C4 5 1.9
Position in Job
Senior Engineer 37 13.7
Planning Engineer 79 29.3
Deputy Project Manager 96 35.6
Project Manager 58 21.5
Type of Project
Buildings 83 30.7
Infrastructure 111 41.1
Motorways and Highways 66 24.4
Dams and Bridges 10 3.7
5. Risks 2019, 7, 24 4 of 10
Table 2. Cont.
No of Samples (N = 270)
Characteristics Category/Range N %
Experience
5 4 1.5
5–9 15 5.5
10–20 93 34.4
20 158 58.5
Project Cost
≥5 M 9 3
10 M ≤· · · 100 M 54 19.9
100 M ≤· · · 300 M 79 29
≥300 M 128 47.1
Note: M = Million of Rupees (PKR).
3. Proposed Framework for Risk Management
This section presents the proposed framework for risk management. The proposed framework
aims to investigate risk management by focusing on the risk management process (risk identification,
risk assessment, and response) and problem-solving of the identified and assessed risks (risk treatment).
In addition to achieving project success, there is a need to adopt the risk management cycle as projected
in the study.
It is important to consider the following issues in terms of the risk management process, as shown
in Figure 1.
• Identification of the risk event by using risk identification techniques (Tang et al. 2007;
Hwang et al. 2014; PMI 2017).
• Analyzing the risk origin and risk impact (Westland 2006; Zou et al. 2007; Paek 2009).
• Risk assessment and risk response by using risk response techniques (Choudhry and Iqbal 2012;
Loosemore et al. 2012; PMI 2017).
• Handling the threats and opportunities of the risk event by using the risk treatment techniques
(Faber 1979; Choudhry et al. 2012; PMI 2017).
• Applying the risk management cycle to achieve project success in terms of contractor firms.
Risks 2019, 7, x FOR PEER REVIEW 4 of 10
5–9 15 5.5
10–20 93 34.4
20 158 58.5
Project Cost
≥5 M 9 3
10 M ≤⋯ 100 M 54 19.9
100 M ≤⋯ 300 M 79 29
≥300 M 128 47.1
Note: M = Million of Rupees (PKR).
3. Proposed Framework for Risk Management
This section presents the proposed framework for risk management. The proposed framework
aims to investigate risk management by focusing on the risk management process (risk identification,
risk assessment, and response) and problem-solving of the identified and assessed risks (risk
treatment). In addition to achieving project success, there is a need to adopt the risk management
cycle as projected in the study.
It is important to consider the following issues in terms of the risk management process, as
shown in Figure 1.
• Identification of the risk event by using risk identification techniques (Tang et al. 2007; Hwang
et al. 2014; PMI 2017).
• Analyzing the risk origin and risk impact (Westland 2006; Zou et al. 2007; Paek 2009).
• Risk assessment and risk response by using risk response techniques (Choudhry and Iqbal 2012;
Loosemore et al. 2012; PMI 2017).
• Handling the threats and opportunities of the risk event by using the risk treatment techniques
(Faber 1979; Choudhry et al. 2012; PMI 2017).
• Applying the risk management cycle to achieve project success in terms of contractor firms.
Figure 1. Proposed Risk Management Framework for the Construction industry.
In Pakistan, the contractor is a leading stakeholder in construction projects. Utilization of the
maximum budget and scope depends upon the contractor. The contractor is also responsible for the
command of the schedule of the project. The contractor, as an organization, is the only one among
the stakeholders who needs to confront a number of risks during the life cycle of a construction
Figure 1. Proposed Risk Management Framework for the Construction industry.
6. Risks 2019, 7, 24 5 of 10
In Pakistan, the contractor is a leading stakeholder in construction projects. Utilization of the
maximum budget and scope depends upon the contractor. The contractor is also responsible for the
command of the schedule of the project. The contractor, as an organization, is the only one among the
stakeholders who needs to confront a number of risks during the life cycle of a construction project
(Khan 2013; Choudhry et al. 2012).
4. Data Analysis Techniques
The Statistical Package for Social Sciences (SPSS) version 25.0 developed by IBM was the tool used
by the researcher for the analysis of the data. The analysis involves: (i) estimation of sample population
mean, (ii) ranking of technique based on their means, and (iii) correlation analysis (Spearman rank
correlation). The results of the analysis were graded as significant at 0.05 level and highly significant
at 0.01 level. In this study, the ranking was based on a population sample mean. Ranking of the risk
management techniques and project success factors depended upon the mean values of the sample
population. Means with a higher value were graded as rank one and means with the lowest value will
be graded as last. The Spearman rank correlation test was used to check the nonparametric strength
of association or direction between two variables based on the measurement scale and it is denoted
by the symbol (r-Rho). The null hypothesis (H0) for this test was justified if there was no relationship
between the variables. It was rejected if the result was statistically significant at the level of 0.05 or
highly significant at 0.01 level. The correlation between effective risk management and the success
of construction projects (project success) was tested to determine whether the effectiveness of risk
management has influence on making a project successful or not.
5. Results and Discussions
Risk Management technique implementation followed by understanding of project success
provides an overview of successful analysis of applied techniques and furthermore provides
a correlation analysis showing the relationship between applied technique and obtain benefits.
Results for application of three phases has been discussed in this section.
5.1. Risk Management Techniques
Risk Management can be implemented by step application of its techniques following
identification, assessment, response and treatment. Stepwise explanation has been given as:
5.1.1. Risk Identification Techniques
Risk identification techniques were calculated and organized from most frequently used to less
frequently used, based on their means. In addition, respondents were asked to identify the frequency
of usage on a scale of 1 to 5, on which 1 represented never used and 5 represented always used.
Table 3 shows the ranking of risk identification techniques based on their means to investigate
the process of effective risk management. The risk identification technique named “lesson learn from
the past project” (mean 2.54) was selected as most frequently used by respondents and ranked
1st based on its mean. Furthermore, “nominal group techniques” (mean 2.31) was selected as
less important and ranked 12th in this group. The other techniques identified were “risk review
meetings” (mean 2.51), “interview” (mean 2.50), “mind mapping” (mean 2.49), “cause and effect
diagrams analysis” (mean 2.45), “checklist analysis” (mean 2.44), “expert judgement” (mean 2.43),
“Delphi technique and SWOT analysis” (mean 2.40), “brainstorming” (mean 2.38), “root cause analysis”
(mean 2.37), and “system or process flow charts” (mean 2.33)”. Risk identification is the initial footstep
of risk assessment (PMI 2017), which includes the identification and classification of potential risk
factors is carried out concerning construction projects (Zou et al. 2007). Brainstorming, historical
information, interviews, questionnaire surveys, and workshops are the widely used methods through
which the risk can be identified (Tang et al. 2007).
7. Risks 2019, 7, 24 6 of 10
Table 3. Ranking of Risk Identification Techniques.
Techniques M R
1. Interviews 2.50 3
2. Scenario analysis 2.33 11
3. Delphi technique 2.40 8
4. Expert judgment 2.43 7
5. Root cause analysis 2.37 10
6. Risk review meetings 2.51 2
7. Cause and effect diagrams analysis 2.45 5
8. Checklists analysis 2.44 6
9. Nominal group techniques 2.31 12
10. SWOT analysis 2.40 8
11. Lesson learned from the past project 2.54 1
12. System or process flow charts 2.33 11
13. Brainstorming 2.38 9
14. Mind mapping 2.49 4
Note: M = Mean, R = Rank.
5.1.2. Risk Assessment and Risk Response Techniques
Risk assessment and risk response techniques were calculated and organized from most frequently
used to less frequently used, based on their means. In addition, respondents were asked to identify
the frequency of usage on a scale of 1 to 5, on which 1 represented never used and 5 represented
always used.
Table 4 shows the ranking of risk assessment and risk response techniques based on their
mean to investigate the process of effective risk management. The risk assessment technique named
“expert judgment and WBS” (work break down structure) (mean 2.44) was selected as most frequently
used by the respondents and ranked 1st based on its mean. Furthermore, “data gathering and
representation techniques” (mean 2.20) was selected as less important and ranked 9th in this group.
The other techniques identified were “business contingency plan” (mean 2.39), “risk management
plan” (mean 2.38), “risk urgency assessment” (mean 2.36), “cost–benefit analysis” (mean 2.34),
“prioritizing the risk” (mean 2.29), and “risk index method and expected monetary value (EMV)”
(mean 2.28).
Table 4. Ranking of Risk Assessment and Risk Response Techniques.
Techniques M R
1. Risk index method expected monetary value 2.28 8
2. Qualitative quantitative analysis 2.38 3
3. WBS expert judgment 2.44 1
4. Data gathering and representation techniques 2.20 9
5. Risk urgency assessment 2.36 4
6. Cost–benefit analysis 2.34 5
7. Prioritizing the risk 2.29 7
8. Consultation with experts meetings 2.33 6
9. Risk management plan (RMP) 2.38 3
10. Business contingency plan 2.39 2
Note: M = Mean R = Rank.
The identified risks are quantified in the risk assessment process using statistical analysis
(qualitative or quantitative) (Smith 2008), WBS (work break down structure), and lesson learned
which are considered the most effective tools for assessing the potential risk and to minimize the
probability of neglecting the risk event (Hwang et al. 2014). In addition, WBS refers to identified
8. Risks 2019, 7, 24 7 of 10
activities that determine what type of design is required to build a project and considers the resources
through which work is carried out (Altoryman 2014).
5.1.3. Risk Treatment Techniques
Risk treatment techniques were calculated and organized from most frequently used to less
frequently used, based on their means. In addition, respondents were asked to identify the frequency
of usage on a scale of 1 to 5, on which 1 represented never used and 5 represented always used.
Table 5 shows the ranking of risk treatment techniques based on their mean to investigate the
process of effective risk management considering to what extent any organization used the risk treatment
option during projects. The risk treatment technique named “decision making and mitigating the
negative risk” (mean 2.40) was selected as most frequently used by the respondents and ranked 1st
based on its mean. Furthermore, “sharing the positive risk and variance and trend analysis” (mean 2.28)
was selected as less important and ranked 7th in this group. Other techniques identified were
“avoiding the negative risk” (mean 2.37), “exploiting the positive risk” (mean 2.35), “reserve analysis”
(mean 2.32), “accepting the positive risk” (mean 2.31), and “transferring of the negative risk” (mean 2.29).
The investigation of the treatment process shows that Pakistan’s construction industry mostly believes
to take the option of “avoiding the risk” (ranked 2nd) and “exploiting the risk” (ranked 3rd) rather than
“transferring the risk” (ranked 6th).
Table 5. Ranking of Risk Treatments Techniques.
Techniques M R
1. Decision making 2.40 1
2. Variance trend) analysis 2.28 7
3. Mitigating the negative risk 2.40 1
4. Reserve analysis 2.32 4
5. Accepting the positive risk 2.31 5
6. Exploiting the positive risk 2.35 3
7. Avoiding the negative risk 2.37 2
8. Transferring the negative risk 2.29 6
9. Sharing the positive risk 2.28 7
Note: M = Mean R = Rank.
The project can be protected from the impact of the risk by avoiding the risk (Tang et al. 2007).
In addition, changing the management plan of a project can eliminate the threat of the risk completely.
To exploit the responses directly means to select the best resources that need to be assigned to minimize
the time of completion, or the risk can be reduced using technology to achieve project objectives
(Loosemore et al. 2012; PMI 2017).
5.2. Project Success
Project success factors were calculated and organized by most frequently used to less frequently
used, based on their means. In addition, respondents were asked to identify the frequency of usage on
a scale of 1 to 5, on which 1 represented never used and 5 represented always used.
Table 6 shows the ranking of project success factors based on their means investigating the
criteria of project success. The project success factor named “no complaints and claims” (mean 2.53)
was selected as most important by the respondents and ranked 1st based on its mean. Furthermore,
“completion of the project within schedule” (mean 2.33) is selected as less important and ranked 7th in
this group. Other factors identified were “overall project quality objectives met based on baseline and
targets” (mean 2.47), “confirm all technical specification” (mean 2.43), “fulfill all quality standards”
(mean 2.41), and “fulfill scope/no changes in scope” (mean 2.37). The investigation of project success
factors indicated the point at which most construction projects are considered successful is reached
when the project baseline is achieved and targets reached and when all the technical specification are
9. Risks 2019, 7, 24 8 of 10
confirmed (ranked 2nd and 3rd, respectively). Most of the project not complete on time, ultimately it
affects the overall cost (ranked 6th). To achieve project objectives and targets project needs to be under
schedule, within budget, obeying quality standards, and would be as per defined scope (PMI 2017).
Table 6. Ranking of Project Success Factors.
Project Success Factors M R
1. Fulfill scope/no changes in scope 2.37 5
2. The project is within the planned budget 2.33 6
3. Overall project quality objectives meet based on baseline and targets 2.47 2
4. Completion of project within schedule 2.29 7
5. Fulfill all quality standards 2.41 4
6. Confirm all technical specification 2.43 3
7. No complaints and claims 2.53 1
Note: M = Mean R = Rank.
5.3. Correlation Analysis
The Pearson correlation was performed to check the relationship between effective risk
management and project success by testing the hypothesis (see Table 7). The Pearson coefficient
indicates that the values of PS (project success) were significantly correlated with risk identification,
risk analysis, and risk response at a 0.05 level of significance, respectively. The PS values were positively
associated with effective risk management and the hypothesis has been confirmed. In addition,
the Pearson correlation result reveals that the aspects of effective risk management, i.e.,
risk identification, risk assessment, and risk analysis, were significantly correlated to each other,
which confirms the findings of Tang et al. (2007). Hence, effective improvement in one risk management
process also affects the other risk management processes positively.
Table 7. Pearson Correlation between Effective Risk Management and Project Success.
Indicators of Risk Risk Identification Risk Assessment Risk Response Project Successes
Risk Identification 1.000
Risk Assessment 0.778 a 1.000
Risk Response 0.809 a 0.730 a 1.000
Project Successes 0.780 a 0.649 a 0.774 a 1.000
a Correlation is significant at the 0.05 level (2-tailed).
6. Conclusions and Recommendations
This research presents an innovative framework for risk management in the construction sector
of Pakistan. For this purpose, a survey-based study was conducted which aimed to investigate the risk
management practices used in construction projects in Pakistan.
This research study is an effort to evaluating the effect of risk management in the construction
industry of Pakistan. It will help the contractor firms of the construction industry (CI) to find the
weaknesses in terms of implementing effective risk management. A comparison of the risk factors of
construction mega-projects will develop a sense of competition among the project stakeholders, i.e.,
contractors need to improve their risk management practices. This effort fuels the evolutionary process
of changing the mindset of all contractors to invest in risk management practices for better productivity.
The major outcomes of the research are as follows:
• In Pakistan, the most widely used risk management techniques to identify risks are: (i) prospect
of lesson learned from past projects (mean 2.54), (ii) risk review meetings (mean 2.51), and (iii)
Delphi techniques (mean 2.40). The most widely used risk assessment and analysis techniques
10. Risks 2019, 7, 24 9 of 10
in Pakistan are: (i) expert judgment (mean 2.44), (ii) WBS (mean 2.39), (iii) risk index method
(mean 2.28), and (iv) data gathering and representation techniques (mean 2.20). The construction
industry adopts the approach of (i) decision making and risk management plan with a mean of
2.40, i.e., it is frequently used for the process of risk response and treating the risks in an effective
way. The industry seldom opts for (ii) cost–benefit analysis and sharing the risk (mean 2.28) and
(iii) transferring the risk (mean 2.29).
• The results of the study disclose about project success factors that if (i) there is no complaint and
regrets from clients (mean 2.53), (ii) the project achieved all objectives (mean 2.47), and (iii) it
followed all technical specifications (mean 2.43) then project has achieved a milestone in term
of achieving the success criteria. However, (iv) project completed within schedule (mean 2.29)
and (v) no changes in scope (2.73) are rarely considered effective factors for the success of projects
in the perception of Pakistan’s largest contractors. The study also reveals the association of risk
management practices and project success and that there is a higher degree of correlation between
effective risk management and project success.
The study reveals many aspects of risk management practices by studying the perceptions of
the largest Pakistani contractors in the construction industry. The results of the study provide an
opportunity to project managers, assistant project managers, and senior key members of a project
to take care of ongoing and upcoming projects of their contractor firms by following the proper risk
management techniques highlighted in this study. Enlightening the results from a starting point in this
study is that the level of “risk identification” processes used in the construction industry of Pakistan is
low. Immediate mitigation measures are not in place if a risk event happens.
Future research can be conducted in other developed and non-developed countries to investigate
the risk management practices and their implications in terms of usage and to investigate the
relationship between effective risk management and project success. There is a major need to adopt
and implicate the systematic approach of risk management in the local environment of Pakistan so
that the threats of risk can be minimized individually and collectively. Finally, the standards of risk
management in the construction industry need to be developed.
Author Contributions: A.N., S.A.R.S. conceived and designed the concept; A.N. and M.S. performed the literature
review; A.W. and M.I.K. applied the risk management framework; A.N. and S.A.R.S. contributed in the data
collection, SPSS application, and contributed in analysis tools; A.N. wrote the paper.
Funding: This research received no external funding.
Conflicts of Interest: The authors declare no conflict of interest.
References
Akintoye, Akintola S., and Malcolm J. MacLeod. 1997. Risk analysis and management in construction.
International Journal of Project Management 15: 31–38. [CrossRef]
Aleshin, Artem. 2001. Risk management of international projects in Russia. International Journal of
Project Management 19: 207–22. [CrossRef]
Altoryman, Anood. 2014. Identification and Assessment of Risk Factors Affecting Construction Projects in the Gulf
Region: Kuwait and Bahrain. Manchester: The University of Manchester.
Barber, Richard B. 2005. Undserstanding Internally Generated Risks in Projects. International Journal of
Project Management 23: 584–90. [CrossRef]
Bing, Li, and Robert L. Tiong. 1999. Risk management model for international construction joint ventures.
Journal of Construction Engineering and Management 125: 377–84. [CrossRef]
Borge, Dan. 2001. The Book of Risk. New York: John Wiley Sons Inc.
Choudhry, Rafiq Muhammad, Jimmie Wayne Hinze, Muhammad Arshad, and Hamza Farooq Gabriel. 2012.
Subcontracting practices in the construction industry of Pakistan. Journal of Construction Engineering
and Management 138: 1353–59. [CrossRef]