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Article

Environmental Parametric Cost Model in Oil and Gas EPC Contracts

1
School of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
2
Department of Environment and Energy, Science and Research Branch, Islamic Azad University, Tehran, Iran
*
Author to whom correspondence should be addressed.
Sustainability 2018, 10(1), 195; https://doi.org/10.3390/su10010195
Submission received: 5 December 2017 / Revised: 25 December 2017 / Accepted: 11 January 2018 / Published: 18 January 2018

Abstract

:
This study aims at identifying the parameters that govern the environmental costs in oil and gas projects. An initial conceptual model was proposed. Next, the costs of environmental management work packages were estimated, separately and were applied in project control tools (WBS/CBS). Then, an environmental parametric cost model was designed to determine the environmental costs and relevant weighting factors. The suggested model can be considered as an innovative approach to designate the environmental indicators in oil and gas projects. The validity of variables was investigated based on Delphi method. The results indicated that the project environmental management’s weighting factor is 0.87% of total project’s weighting factor.

1. Introduction

Today, the growth and development of industry is inevitable and it is impossible and unreasonable to avoid it. However, the adverse effects of the environmental aspects of human activities can be eliminated or reduced by adhering to the principles of sustainable development. Almost all projects are planned and implemented in a social, economic and environmental context and have positive and negative effects. Organizations are increasingly accountable for the unwanted consequences of their projects, as well as for their impacts on the people, the economy and the environment, even after their projects have been completed [1]. Therefore, it is believed that sustainable industrial development requires serious attention to environmental management in operations. In proper execution of oil and gas engineering, procurement and construction (EPC) contracts, paying attention to ISO 14001 standards and International Association of Oil and Gas Producers (IOGP) guidelines is fundamental and the contractors ought to follow the contract clauses through Health, Safety and Environmental (HSE) Plan. The IOGP recommended oil and gas companies/contractors fulfil HSE-MS requirements in a contract environment [2]. Management of HSE in a business environment where a client and one or more contractors work together requires co-operation between all parties and a clear definition of the tasks and responsibilities of each of the parties during different phases of project. Therefore, supplying the financial resources of a contract along with forecasting the final costs, improves decision-making, budget designation, time schedule, related activities and responsible authority. On this basis, the clauses, which have directly financial effects on project, are of high importance. Although, there is a specific payment system for the contractor’s technical and engineering affairs, unfortunately, no specific financial payment process is reported for environmental parameters of contract. It is obvious that the legal requirements and economic incentives shall be considered in contracts to improve the environmental conditions. Since the clients monitor the contractors’ executions, if contracts’ environmental clauses are missed, the contractors may not care of the environmental issues in implementation phase.
The present study aims to design an environmental parametric cost model via finding the environmental parameters to assist in cost estimation during the execution of oil and gas EPC contracts and to increase their environmental performance and sustainable development in oil and gas industry. Finally, these questions are going to be answered: “Which environmental management parameters are required to be incorporated into the EPC contracts?”, “How are these costs estimated?” and “How can environmental parameters be incorporated into project invoices and produce a progress report?”.
Recently, environmental concerns have been increased and industrial sectors have obliged to pay more attention to the environmental impacts of their activities [3]. De Burgos-Jimenez et al. [4] and Muhammad [5] discussed the environmental tendency of organizations and their possible consequences on enhancement of financial performance. A significant amount of literatures has been published to indicate and analyze the relationship between environmental activities and performance of organizations [6,7,8]. Rao and Holt [9] believed that control measures and preventive strategies could allow companies to make a significant cost savings. On the other hand, Darnall and Edwards [10] claimed that environmental regulations impose extra costs on companies and they have to decrease the diverse impact of their activities to comply with the international regulations and standards. Obviously, in long run complying with these regulations will decrease the final expense of related companies. Many studies have been carried out on project cost estimation methods [11,12,13,14,15,16,17,18]. To date several conceptual frameworks have been proposed to identify the various costs associated with waste and pollution, such as Life Cycle Assessment (LCA); Environmental Cost Accounting (ECA); Full Cost Accounting (FCA); and Total Cost Assessment (TCA) [19,20]. In the current business environment, organizations need to implement proper strategies to manage costs. Henri et al. [21] expressed the needs to examine the environmental management costs at both strategic and operational level. Identification and tracking of environmental management costs can improve awareness of organizational managers in a contract environment [22,23]. Rannou and Henri believed that monitoring of environmental costs allows organizations to estimate the real costs of their products and services [21]. The EPA has defined environmental management costs as those costs that have direct financial impacts on companies (internal cost) and the costs to individuals, society and the environment for which the company is not accountable (external cost) [24].
The extractive industry (including the oil and gas sector) is universally considered as one of the most environmentally sensitive industries [25]. In the extractive industry, particularly the oil and gas sector, companies extract from natural sources [26]. This depletion of natural sources could affect the company’s reputation, so companies might be less transparent about their financial issues [27]. In the extractive industry, most of the companies do not disclose additional information in their reports and financial statements in relation to their activities [28]. Russell and Jenkins (2010) stated that the financial report is one of the tools that companies use for marketing their products because the oil and gas industry has become very significant for many environmental and political interests. However, they suggested that there should be a comprehensive accounting standard for the oil and gas industry to cover several issues [28]. In the oil and gas industry, the environmental cost can be divided into two categories as Environmental Contamination Treatment Cost and The Restoration and Environmental Reclamation Cost. Beck et al. [27] have used content analysis as a method for their studies in the field of environmental accounting. Content analysis can be used in both quantitative and qualitative methods [29]. In general, there are two types of environmental costs including Private (internal) costs and Externalities (societal) costs. Private or internal costs are costs that directly have an impact on company’s bottom line. While, externalities or societal costs encompass the costs to individuals, society and the environment for which a company is not accountable [30]. Bassey, Oba and Onyah (2013) critically analyzed the extent of the implications of environmental cost management and its impact on the output of oil and gas companies in Nigeria from 2001 to 2010 [31]. Findings of their study revealed that there is a significant relationship between the parameters that influence environmental cost management and output of oil and gas produced in Nigeria. Olalekan and Jumoke (2017) declared that Environmental Management Accounting (EMA) deals with the management of environmental costs that directly affect organizational financial performance, which are referred to as private or internal costs [30]. In most studies in the field of extractive industry, EMA is used to manage environmental costs [32,33].
In conclusion, no research has reported environmental parameters costs in the execution of oil and gas EPC contracts. In some cases, environmental parameters have been presented based on compliance with environmental management standard (ISO 14001). Even in such cases, the presented parameters are not complete. Whereas environmental control and monitoring is mostly done through environmental performance assessment, none of the studies has pointed out to the contractual monitoring by client. Despite applying various methods to identify and budget the environmental costs, the contractual payment mechanism is not clear yet.
Therefore, in an innovative approach, this study aims to identify the effective environmental management parameters and present a proper environmental budgeting in oil and gas EPC contracts.
It should be noted that, PMI (2013) has defined the project as “a temporary endeavor undertaken to create a unique product or service” [34]. Therefore, this research is not included the external costs due to project time limitation, specific and short time implementation and lack of exploitation phase in project. Obviously, the external cost is measurable in organizations or contracts, which include production phase. In addition, there are certain factors (such as number of contractors; different executive phases; time duration of project implementation; and existence of various types of operations in the construction, installation and commissioning/operation projects) that pose serious problems to the external costs estimation. In conclusion, it is recommended estimate the externality for future work.

2. Materials and Methods

The methodology in this study is demonstrated in Figure 1. On phase one, several oil and gas EPC contracts were reviewed to identify the contractual position of the environmental management standards, rules and regulations, parameters and related costs. In the next step, the clients’/contractors’ environmental responsibilities were specified in a contract environment based on IOGP documents. Next, the project management standards have been reviewed to identify the projects’ execution phases. Oil and gas projects mostly have a construction nature. Therefore, the Morris Life Cycle [34] has been used to identify the project’s executive phases.
In phase two, as first step, the model parameters (environmental management’s work packages) were defined for each executional phase and validated using the Delphi technique. The expert interview and checklist method was applied to validate the parameters. Using this information, a conceptual model was designed and accordingly an environmental parametric cost model was proposed. A case study was conducted as phase three on the Sirri Gas Gathering and NGL Recovery project located in the south of Iran. In phase four, weighting factors (WFs) of EPC contract’s environmental parameters were calculated. In phase five, all calculations were updated up to 2015. At the end, a user-friendly environmental parametric cost model for EPC contracts was presented.
The cost estimation methods used in designed model were based on PMI standard [34] described as follows:
  • The bottom-up cost estimation method was used to calculate the cost of each environmental management parameter (work package), separately;
  • The group decision making technique (Delphi technique) was used to validate the identified environmental management parameters (work packages); and
  • The parametric modelling was used to design the environmental parametric cost model.

3. Results and Discussion

The results of review and data gathering show that international and national standards and regulations are addressed in all oil and gas EPC contracts’ clauses. Experiences indicate that the contractors interest in those contracts’ clauses, which have direct financial effects on project execution. While, the key factors of a contract are the project technical information, predicted cost and time management; the invoices submitted by contractors only include the technical items and the position of environmental indicators is disregarded. It can result in contractors ignoring the proper implementation of environmental management and referring its execution to unskilled employees.
On the other hand, the WBS and CBS framework of EPC contracts and the case study project were reviewed to find the best position for the environmental management work packages in various project phases. The case study project’s WBS and CBS data are used for cost management. Whereas, the general environmental legal requirements have been mentioned in oil and gas EPC contracts, there is not any specific clause for environmental management and also neither in related WBS and CBS. Furthermore, it was essential to review the WBS and CBS of other oil and gas EPC project contracts to determine the similarity degree of the contract type and the project control method applied. Results proved that all WBS and CBS structures are the same in the contractual framework and all environmental parameters shall be analyzed in following three sections: (1) Engineering and Management, (2) Procurement and (3) Construction, Commissioning, Start-up and Hand over.

3.1. Model Parameters Definition and Validation

In this study, two types of variables as independent and dependent ones were separately investigated. Accordingly, the project’s total budget as independent variable and the environmental parameters, which have financial weight, as dependent variables were considered. To identify and validate research variables (environmental management parameters), field studies and interviews were conducted with 20 numbers of HSE managers, experts and specialists. Then, the HSE terms of EPC contracts were investigated. The Delphi technique was used to finalize the opinions of the environmental experts involved in the case study project including clients, contractors and sub-contractors’ employees. Ultimately, the environmental management parameters were identified and finalized in terms of activity types (permanent or temporary), project execution phases and type of costs (fixed or variable costs) as shown in Table 1.

3.2. Designing the Conceptual Model

The method applied to design the environmental parametric cost model was based on Figure 2. As indicated in the conceptual model, it is necessary to consider the environmental management costs in all project phases, separately.

3.3. Designing the Environmental Parametric Cost Model

The EPC projects total cost estimation basis is expressed in Equation (1). The abbreviations presented in mathematical equations are described in Table A1 of the Appendix A.
PTC = EMC + PC + CPCSHC
The method used for calculation of the environmental management cost of each project phase (as an independent parameter) was based on parametric modelling method as presented in Equation (2).
PEMS C   =   i = 1 n ECP i
To calculate the cost of each work package (parameter), the annual inflation rate compared to the project start year is required to be calculated separately during each project executional year. The cost calculation method for each work package is according to Equation (3).
EPC = [(nPy1) × (Cy1)] + [(nPy2) × ((Cy1 × IRy1)/100) + Cy1)] + … + [(nPyn) × ((Cy(n−1) ×
IRy(n−1))/100) + Cy(n−1))]
where EPC: total cost of each environmental parameter during project executional years; y1: first year of the project; yn: last year of the project; nP: required number of related parameters; C: the cost of each parameter; Cy1: the cost of the first year; and IR: annual inflation rate.
Considering the environmental management cost, the parametric model for cost estimation of EPC project different phases was presented in Equations (4)–(6):
EMC = MC + BDC + DDC + EMSC
PC = St.St.C + Equ.C + Pi.C + El.C + Inst.C + SFFC + Tc.C + JC + HVACC + Ca.&Che.C + EMSC
CPCSHC = Si.Pr.C + STC + PFC + Ci.C + St.St.C + FPC + BC + JCC + Pa.C + Ins.C + EEC + Pi.C +
El.C + Inst.C + TFC + CCC + SSCC + VSPCC + EMSC
Finally, the total environmental management cost of EPC projects was calculated based on Equation (7) as the basis of the designed conceptual model. Note that applied independent parameters in the environmental cost calculation of each projects’ phases were used as a dependent parameter in the final estimation model and were presented in Equation (7).
PTEMSC = EMEMSC + PEMSC + CPCSHEMSC

3.4. Verification of the Designed Model by Case Study

To verify the designed model, the case study’s data was used. The costs of environmental management’s work packages were calculated for various project phases by using Equation (3) and the market-based price, taking into consideration the annual inflation rate (Table 1). According to Table 1, construction phase dedicated as the most important environmental management cost of project.
The total environmental management cost for each execution phase of the Sirri NGL project is presented in Figure 3a. It can be seen that the maximum cost of environmental management (49%) is allocated to the construction phase. Figure 3b indicates that the environmental management cost in construction, pre-commissioning, commissioning, start up and hand over phases involve the most number of work packages in project cost (81%). The portion of management and engineering and procurement phases is not comparable to that of construction, pre-commissioning, commissioning, start-up and hand over phases and it is nearly four times smaller. Therefore, it is necessary to emphasize control of the applied costs by contractors from construction phase to the end of the project.
Comparison of project environmental management costs in different project phases (Figure 4) shows that the maximum cost is related to industrial waste management, wastewater treatment package, the project environmental team and purchasing safety shoes. Other costs are almost at the same level.
The case study project’s total cost (PTC) based on project’s CBS is 458,302,940 USD using Equation (1). The total EMS costs for project (PEMSC) is estimated as 4,016,951.457 USD by using Equation (2) and Table 1. It shall be noted that the cost of each EMS parameter in Table 1 is calculated using Equation (3). Moreover, the mathematical model for cost estimation of various phases in EPC projects is based on Equations (4)–(6). The criterion selected for cost estimation of each separate phase is based on the CBS adopted in the case study, which does not include the EMS criteria. The cost of the EMS work packages of each project phase should be considered in the project control system (WBS and CBS). Applying the EMS costs of each project phase, separately, the total EMS cost of NGL projects is calculated according to Equation (7) and Table 1.

3.5. Calculation of the EPC Contract Environmental Management Weighting Factors

The weighting factors (WF) for each environmental parameter were calculated considering the project total cost and the environmental management costs. The WF for the whole project is presented in Equation (8).
PTWF = (WF%)Tech. + (WF%)EMS
Concerning Equation (7), the user-friendly parametric model for environmental management of EPC contracts is presented as Equation (9).
EMSC = [(EMS WF%)EM × PTC] + [(EMS WF%)P × PTC] + [(EMS WF%)CPCSH × PTC]
Table 2 shows the calculated environmental management WFs for case study project. Through this calculation method, the WF of each environmental work package can be easily determined and put into the project CBS.
Regarding to the designed environmental parametric cost model presented in Equation (8) and the value of environmental management, the total cost of case study project is calculated as following:
PTWF = (99.123515986%)Tech. + (0.876484014%)EMS = 100%
The WF percentages for both different project phases and the defined environmental management are illustrated in Table 2 and Figure 5.
According to Figure 5a, although the procurement, supply and transportation phase shows the maximum WF% of 61% but its value in implementation of project environmental management is 16%. On the other hand, the total project execution in construction, commissioning, start-up and hand over phase with the total WF of 34% has a higher importance than the total project execution in other phases. This phase, also, shows a WF of 81% for project environmental management and related work packages. Indeed, the high executional workload, establishment of environmental infrastructures, necessity for establishing a proper and efficient system, conducting training courses and environmental control are main factors in this phase. It is while the engineering and management phase with the WF of 5% (minimum financial value) in project and 3% in environmental management has less financial importance, respectively.
In order to check the validation of the designed model and examine the trend of changes, it was essential to update all calculations for the case study project and recalculate the total project costs from 2011 to 2015. For this purpose, the annual guideline for the identification of work factors price list in oil and gas industry from 2007 to 2015 was used [35]. This guideline shows that the project price list was determined based on the annual inflation rate. Therefore, the related calculations were updated considering the annual inflation rate released by the Central Bank of Iran [36]. The updated WF% for both different project phases and the defined environmental management indicates the stability of the applied coefficients in the designed model. Hence, the proposed parametric model can be used in other construction projects, as well. It should be noted that the model sensitivity might change depending on the type and required number of work packages over various time durations. In other words, it is possible that some work packages and related financial values would not be included in some contracts, depending on the nature of their activities.

4. Conclusions

In this study, a total of 30 environmental management work packages were identified and the related costs were separately calculated during the executional phases of oil and gas EPC projects. Through designing a parametric model, the WFs for environmental management parameters were calculated in comparison with the total project WFs. The estimated total environmental management costs indicate that the construction, commissioning, start-up and hand over phase includes a maximum value of 81% in comparison with the engineering and management and procurement, supply and transportation phases with a total of 19%, while its environmental management WF is equal to 0.70% of the total project’s WF. Therefore, it is necessary for project executive managers to place emphasis on the control of contractors’ invoices during this phase.
Whereas the project’s progress monitoring is based on WBS and CBS, the designed model can incorporate environmental management work packages’ costs into the contracts. This model does not only control the environmental performance in the prequalification stage but also controls the project progress by merging environmental management work packages into the project WBS and CBS and approving the submitted invoices. Considering the necessity of environmental costs estimation during project phases, the presented model can identify those costs in the contract environment. Moreover, by presenting environmental management work packages, it specifies the WFs for the implementation of environmental management in comparison with the total project WF. Refer to the oil and gas contracts, the environmental budget has not been identified in CBS and the work packages have not been defined. The findings show that the allocated environmental budget in oil and gas micro and mega contracts has not been clearly defined and related costs are paid depending on the contractors’ willingness.
A review of different contracts specified that the contractors’ environmental performance depend on allocated budget and the predicted required resources. Thus, no appropriate implementation by the contractors is performed. Furthermore, headline of environmental management budget shall be defined in WBS and CBS. Otherwise, contractors cannot improve their environmental performance without proper investment in this section. In fact, the environmental legal requirements have been identified in EPC projects, while, the payment conditions of invoices have not been specified. This indicates a serious management conflict.
While the environmental management work packages are not systematically defined in contracts, the execution of this section depends on contractors’ culture. As a separate and transparent budget is not allocated, the environmental management cannot be implemented properly. Lack of environmental cost estimation causes incorrect and unmanaged implementation of environmental management in oil and gas mega contracts and results in irreparable losses on human health, equipment and the environment.
In this research, it is only considered the executional environmental management costs, which can affect the total cost of oil and gas projects. To improve the environmental cost management in oil and gas industries it is recommended to divide the project environmental costs in external and internal costs.
  • Internal costs of projects included:
    • Environmental Pollution Prevention Costs: The costs of activities to prevent the production of pollutants including pollution control equipment, designing processes, designing products and carrying out environmental studies.
    • Environmental Detection Costs: The costs of compliance with appropriate environmental standards.
    • Environmental Internal Costs: The costs of remedial actions to eliminate and manage the wastes produced including the costs for operating pollution control equipment, licensing facilities for producing pollutants and costs resulting from recycling scrap.
  • External costs of projects included environmental degradation costs and human impact costs.

Acknowledgments

The authors received no financial support for the research.

Author Contributions

Sanaz Toutounchian, with assistance of Madjid Abbaspour and Tooraj Dana, conceived and designed the experiments and conceptual model. Sanaz Toutounchian, Solmaz Toutounchian and Tooraj Dana provided necessary data from EPC contracts. In the next step, Sanaz Toutounchian and Tooraj Dana analyzed the data from case study. At the field of methodology, all authors contributed. For conclusion, Sanaz Toutounchian, Solmaz Toutounchian and Zahra Abedi tried. Sanaz Toutounchian wrote the paper and other authors tried to improve it.

Conflicts of Interest

The authors declare no conflict of interest.

Appendix A

The list of Abbreviations, which were used in equations, is as Table A1.
Table A1. List of Abbreviations.
Table A1. List of Abbreviations.
DescriptionAbbr.
Building CostBC
Basic Design CostBDC
Catalyst & Chemicals CostCa.&Che.C
Construction Camp CostCCC
Civil CostCi.C
Construction, Pre-comm., Commissioning, Start-up and Hand-Over CostCPCSHC
Detail Design CostDDC
Environmental Base StudyEBS
Environmental CostEC
Equipment Erection CostEEC
Environmental Impact AssessmentEIA
Electrical CostEl.C
Engineering & Management CostEMC
Environmental Management SystemEMS
Environmental Management System CostEMSC
Engineering, Procurement and ConstructionEPC
Environmental Parameters CostEPC
Equipment CostEqu.C
Fire Proofing CostFPC
Health, Safety and Environmental Management SystemHSE-MS
Insulation CostIns.C
Instrument CostInst.C
International Association of Oil and Gas ProducersIOGP
Inflation RateIR
Jetty CostJC
Jetty Construction CostJCC
Management CostMC
ParameterP
Painting CostPa.C
Procurement CostPC
Project EMS CostPEMSC
Piling & Foundation CostPFC
Piping CostPi.C
Project Total CostPTC
Project Total EMS CostPTEMSC
Project Total Weighting FactorPTWF
Safety & Fire Fighting CostSFFC
Site Preparation CostSi.Pr.C
Support Service to Client CostSSCC
Storage Tanks CostSTC
Steel Structure CostSt.St.C
Telecommunication CostTc.C
TechnicalTech.
Temporary Facility CostTFC
Vendor Staff and Pre-comm. & Commissioning CostVSPCC

References

  1. Project Management Institute (PMI). A Guide to the Project Management Body of Knowledge (PMBOK Guide), 2000 ed.; Project Management Institute: Newtown Square, PA, USA, 2001; ISBN 1-880410-22-2. [Google Scholar]
  2. IOGP (International Association for Oil and Gas Producers). HSE Management—Guidelines for Working Together in a Contract Environment; Report No. 423; International Association for Oil and Gas Producers: London, UK, 2014. [Google Scholar]
  3. Hofer, C.; Cantor, D.; Dai, J. The competitive determinants of a firm’s environmental management activities: Evidence from US manufacturing industries. J. Oper. Manag 2012, 30, 69–84. [Google Scholar] [CrossRef]
  4. De Burgos-Jimenez, J.; Vazquez-Brust, D.; Plaza-Ubeda, J. Environmental protection and financial performance: An empirical analysis in Wales. Int. J. Oper. Prod. Manag. 2014, 33, 981–1018. [Google Scholar] [CrossRef]
  5. Muhammad, N.; Scrimgeour, F.; Reddy, K.; Abidin, S. The Relationship between Environmental Performance and Financial Performance in Periods of Growth and Contraction: Evidence from Australian Publicly Listed Companies. J. Clean. Prod. 2015, 102, 324–332. [Google Scholar] [CrossRef]
  6. Dam, L.; Petkova, B. The impact of environmental supply chain sustainability. Int. J. Oper. Prod. Manag. 2014, 34, 586–609. [Google Scholar] [CrossRef]
  7. De Giovanni, P. Do internal and external environmental management contribute to the triple bottom line? Int. J. Oper. Prod. Manag. 2012, 32, 265–290. [Google Scholar] [CrossRef]
  8. Montabon, F.; Sroufe, R.; Narashimhan, R. An examination of corporate reporting, environmental management practices and firm performance. J. Oper. Manag. 2007, 25, 998–1014. [Google Scholar] [CrossRef]
  9. Rao, P.; Holt, D. Do green supply chains lead to competitiveness and economic performance? Int. J. Oper. Prod. Manag. 2005, 25, 898–916. [Google Scholar] [CrossRef]
  10. Darnall, N.; Edwards, D. Predicting the cost of environmental management systems adoption: The role of capabilities, resources and ownership structure. Strateg. Manag. J. 2006, 27, 301–320. [Google Scholar] [CrossRef]
  11. Chou, J.S. Generalized linear model-based expert system for estimating the cost of transportation projects. Expert Syst. Appl. 2009, 36, 4253–4267. [Google Scholar] [CrossRef]
  12. Czarnigowska, A.; Sobotka, A. Time—Cost relationship for predicting construction duration. Arch. Civ. Mech. Eng. 2013, 13, 518–526. [Google Scholar] [CrossRef]
  13. Hola, B.; Schabowicz, K. Estimation of earth works execution time and cost by means of artificial neural networks. Autom. Constr. 2010, 19, 570–579. [Google Scholar] [CrossRef]
  14. Kim, D.Y.; Han, S.H.; Kim, H.; Park, H. Structuring the prediction model of project performance for international construction projects: A comparative analysis. Expert Syst. Appl. 2009, 36, 1961–1971. [Google Scholar] [CrossRef]
  15. Lai, Y.T.; Wang, W.C.; Wang, H.H. AHP-and simulation-based budget determination procedure for public building construction projects. Autom. Constr. 2008, 17, 623–632. [Google Scholar] [CrossRef]
  16. Magnussen, O.M.; Olsson, N.O.E. Comparative analysis of cost estimates of major public investment projects. Int. J. Proj. Manag. 2006, 24, 281–288. [Google Scholar] [CrossRef]
  17. Rogalska, M.; Bożejko, W.; Hejducki, Z. Time/cost optimization using hybrid evolutionary algorithm in construction project scheduling. Autom. Constr. 2008, 18, 24–31. [Google Scholar] [CrossRef]
  18. Wang, Y.R.; Gibson, G.E., Jr. A study of preproject planning and project success using ANNs and regression models. Autom. Constr. 2010, 19, 341–346. [Google Scholar] [CrossRef]
  19. Curkovic, S.; Sroufe, R. Total Quality Environmental Management and Total Cost Assessment: An exploratory study. Int. J. Prod. Econ. 2007, 105, 560–579. [Google Scholar] [CrossRef]
  20. Jasinski, D.; Meredith, J.; Kirwan, K. A comprehensive review of full cost accounting methods and their applicability to the automotive industry. J. Clean. Prod. 2015, 108, 1123–1139. [Google Scholar] [CrossRef]
  21. Henri, J.F.; Boiral, O.; Roy, M.J. Strategic cost management and performance: The case of environmental costs. Br. Account. Rev. 2015, 48, 269–282. [Google Scholar] [CrossRef]
  22. Pizzini, M.J. The relation between cost-system design, managers’ evaluations of the relevance and usefulness of cost data, and financial performance: An empirical study of US hospitals. Account. Org. Soc. 2006, 31, 179–210. [Google Scholar] [CrossRef]
  23. Maiga, A.S.; Nilsson, A.; Jacobs, F.A. Assessing the interaction effect of cost control systems and information technology integration on manufacturing plant financial performance. Br. Account. Rev. 2014, 46, 77. [Google Scholar] [CrossRef]
  24. De Beer, P.; Friend, F. Environmental accounting: A management tool for enhancing corporate environmental and economic performance. Ecol. Econ. 2006, 58, 548–560. [Google Scholar] [CrossRef]
  25. Frost, G.R. The introduction of mandatory environmental reporting guideline: Australian evidence. ABACUS J. Account. Financ. Bus. Stud. 2007, 43, 190–216. [Google Scholar] [CrossRef]
  26. Edino, M.O.; Nsofor, G.N.; Bombom, L.S. Perceptions and attitudes towards gas flaring in the Niger Delta, Nigeria. Environmentalist 2010, 30, 67–75. [Google Scholar] [CrossRef]
  27. Beck, A.C.; Campbell, D.; Shrives, P.J. Content analysis in environmental reporting research: Enrichment and rehearsal of the method in a British–German context. Br. Account. Rev. 2010, 42, 207–222. [Google Scholar] [CrossRef]
  28. Russell, A.; Jenkins, L. Reflections on the attempt to set a comprehensive international accounting standard for the oil and gas industry. Petrol. Account. Financ. Manag. J. 2010, 29, 16–29. [Google Scholar]
  29. Duriau, V.K.; Reger, R.K.; Pfarrer, M.D. A content analysis of the content analysis literature in organization studies: Research themes, data source, and methodological refinements. Organ. Res. Methods 2007, 10, 5–34. [Google Scholar] [CrossRef]
  30. Olalekan, I.O.; Jumoke, O.O. Identifying barriers to environmental management accounting practices: A comparative study of Nigerial and Couth Africa practices. Bus. Manag. Rev. 2017, 9, 168–179. [Google Scholar]
  31. Bassy, E.B.; Oba, U.E.U.; Onyah, G.E. An analysis of the extent of implication of environmental cost management and its impact on output of oil and gas companies in Nigeria (2001–2010). Eur. J. Bus. Manag. 2013, 5, 110–119. [Google Scholar]
  32. Can, A.I.M.S.K.; Etale, L.M.; Frank, B.P. The impact of environmental cost on corporate performance: A study of oil companies in Niger Delta states of Nigeria. J. Bus. Manag. 2013, 2, 1–10. [Google Scholar] [CrossRef]
  33. Ezejiofor, R.A.; Racheal, J.A.; Chigbo, C.B.E.E. Effect of sustainability environmental cost accounting on financial performance of Nigerian corporate organizations. Int. J. Sci. Res. Manag. Stud. 2016, 4, 4536–4549. [Google Scholar] [CrossRef]
  34. Project Management Institute (PMI). A Guide to the Project Management Body of Knowledge (PMBOK Guide), 5th ed.; Project Management Institute: Newtown Square, PA, USA, 2013; ISBN 978-1-935589-67-9. [Google Scholar]
  35. Ministry of Petroleum of Iran. Specific Price List for Oil and Gas Facilities—Specific Price for Oil Industries Activities for 2015; Deputy of Engineering: Tehran, Iran, 2014.
  36. Central Bank of Iran. Total Price List and Consumable Services Index in the Iranian Urban Areas (Inflation Index): Annual Figures of Inflation Rate and Index during 1936–2014; Central Bank of Iran: Tehran, Iran, 2015. Available online: http://www.cbi.ir/datedlist/10807.aspxf (accessed on 16 August 2016).
Figure 1. Methodology Flow Diagram.
Figure 1. Methodology Flow Diagram.
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Figure 2. Conceptual model to estimate the EMS costs of oil and gas EPC projects.
Figure 2. Conceptual model to estimate the EMS costs of oil and gas EPC projects.
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Figure 3. Environmental management costs of Sirri NGL project phases in (a) Each execution phase; (b) Cumulative phase.
Figure 3. Environmental management costs of Sirri NGL project phases in (a) Each execution phase; (b) Cumulative phase.
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Figure 4. Estimated environmental costs of Sirri NGL project.
Figure 4. Estimated environmental costs of Sirri NGL project.
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Figure 5. The WF% of case study project in: (a) Project execution phase; (b) Environmental Management System.
Figure 5. The WF% of case study project in: (a) Project execution phase; (b) Environmental Management System.
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Table 1. The cost of environmental management work packages in project phases (calculative criteria).
Table 1. The cost of environmental management work packages in project phases (calculative criteria).
No.Environmental ParameterProject Phases Cost (US $)Total Costs (US $)
Engineering and ManagementProcurementConstructionPrecomm.Comm., Start up and Hand Over
1Waste Management
1.1Industrial Waste Management 299,534.4115122,526.4292133,413.8092555,474.65
1.2Camp and Offices Waste Management 45,375.0031418,905.4298618,418.6436882,699.07668
1.3Waste Disposal Machinery 53,430.22013 53,430.22013
1.4Trash Bins and Bags for Sites and Camps 30,504.9472410,907.251445166.429552465,787.62823
2Green Space and Planting 134,830.963610,469.8270510,200.2448715,501.0355
3Waste Water Treatment Package 491,558.0252 491,558.0252
4Waste Water Transportation Truck 117,546.4843 117,546.4843
5Environmental Measurement and Monitoring 31,051.55919576.7094438300.82178148,929.09032
6Environmental Impact Assessment (EIA), Environmental Base Study (EBS)55,297.50055 55,297.50055
7Camp and Offices Hygiene and Sanitation 173,937.51272,470.8144570,604.80076317,013.1273
8Monthly Drinking Water Laboratory Test 3630.0002511512.4343891473.4914946615.926134
9Periodic Medical Examination and Check 59,813.6220421,386.7675210,130.2540291,330.64359
10Project Environmental Team 320,171.3714128,263.2446119,756.5535568,191.1695
11Personal Protective Equipment (PPE):
11.1Safety Shoe 398,757.4803142,578.450267,535.0268608,870.9573
11.2Safety Gloves (All Types) 48,332.023017,477.59738648.474174,458.0944
11.3Safety Glasses/Face Shield 60,856.6673118,535.198528779.55348688,171.41932
11.4Face Mask 120,265.256143,001.660620,368.5641183,635.4807
11.5SCBA 5770.46388507.4434 14,277.9072
11.6Ear Muff/Plug 11,324.712414,314.87646789.516732,420.1055
11.7Safety Helmet 18,176.1340 4052.101622,228.2356
11.8Personal Detector/Alarm 16,883.756716,883.7567
12Gas Detector 1068.6044034726.357464 5794.961867
13Environmental Trainings
13.1Trainer 167,994.835666,078.3757961,710.30132295,783.5127
13.2Training Software, Films and Training CDs 10,686.04403 10,686.04403
13.3Temporary Training Facilities 7693.951699 7693.951699
14External Audits and Certification 4150.410894150.410894150.4108912,451.23267
15EMS Establishment53,430.22013 53,420.22013
Total Cost of Work packages108,727.7207662,534.72961,953,925.974715,389.2785576,373.75464,016,951.457
Table 2. Weighting Factor (WF)% for Sirri NGL execution phases and estimation of environmental management value.
Table 2. Weighting Factor (WF)% for Sirri NGL execution phases and estimation of environmental management value.
Project PhasesContract ValueEnvironmental Management Value
Amount (US $)WF%Amount (US $)WF%
Management & Engineering20,996,8204.5814%108,7280.023724046
Procurement, Supply & Transportation280,329,37261.1668%662,5350.144562677
Construction, Installation, Commissioning, Start & Hand over156,976,74734.2517%3,245,6890.70819729
Total458,302,940100.0000%4,016,9520.876484014

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MDPI and ACS Style

Abbaspour, M.; Toutounchian, S.; Dana, T.; Abedi, Z.; Toutounchian, S. Environmental Parametric Cost Model in Oil and Gas EPC Contracts. Sustainability 2018, 10, 195. https://doi.org/10.3390/su10010195

AMA Style

Abbaspour M, Toutounchian S, Dana T, Abedi Z, Toutounchian S. Environmental Parametric Cost Model in Oil and Gas EPC Contracts. Sustainability. 2018; 10(1):195. https://doi.org/10.3390/su10010195

Chicago/Turabian Style

Abbaspour, Madjid, Sanaz Toutounchian, Tooraj Dana, Zahra Abedi, and Solmaz Toutounchian. 2018. "Environmental Parametric Cost Model in Oil and Gas EPC Contracts" Sustainability 10, no. 1: 195. https://doi.org/10.3390/su10010195

APA Style

Abbaspour, M., Toutounchian, S., Dana, T., Abedi, Z., & Toutounchian, S. (2018). Environmental Parametric Cost Model in Oil and Gas EPC Contracts. Sustainability, 10(1), 195. https://doi.org/10.3390/su10010195

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