Integration of BIM in Steel Building Projects (BIM-DFE): A Delphi Survey
Abstract
:1. Introduction
2. Literature Review
- (1)
- Planning phase: The planning phase begins with the need for construction determined by the owner. The type of project is subsequently defined; it can be commercial, residential, or industrial. The following proposed sub-process includes the selection of a design engineer who will fulfill the role of the project manager and accompany the entire steel construction process from design to assembly [20,21,22,23]. Once the project manager and designer have been selected, a BIM estimation model is created, allowing early identification of the number of tons to be processed. Finally, this stage is completed with a BIM-DFE act that frames the BIM deliverables of each specialty in the subsequent phases.
- (2)
- Design Phase: The proposed design phase begins with the BIM-DFE act from the previous phase, and the next sub-process is the incorporation of the finite element analysis of the structure; the BIM estimation model from the previous phase [27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61] is considered as the starting point. The connection calculation thread is subsequently introduced [23]. Once the design of the structural elements and the connections is complete, it is passed to the next sub-process, which is the selection of the manufacturer and assembler [25]. The design process ends with a BIM-DFE model with a defined structural design.
- (3)
- Fabrication phase: This phase begins with the BIM-DFE model from the previous phase. The following thread is the determination of the phases and sequences of the project [57]; the structural details are developed to create the parts and pieces necessary for manufacturing according to the aforementioned phases and sequences. Subsequently, the manufacturing stage begins and is monitored using a BIM model [26]. This phase finally ends with a BIM-DFE model that contains an update regarding the manufacturing status.
- (4)
- Transport Phase: This phase begins with the BIM-DFE model updated with the manufacturing information from the previous phase. The prioritization of shipments is then added according to the needs of the project. This phase ends with a BIM-DFE model that contains updated information regarding the shipments from the fabricator to the field.
- (5)
- Erection Phase: This phase begins with the BIM-DFE on-site collection model from the previous phase, and the assembly of the steel elements is controlled using a laser scanner in coordination with other specialties of the project [43,44]. Finally, this phase ends with a BIM-DE model that contains updated information on the project assembly status to be shared with the remaining stakeholders.
3. Research Methodology
3.1. Theoretical Phase
3.2. Validation Phase: Modified Delphi Methodology
- Expertise in building project management, construction management,
- Designing technical projects, or directing projects.
- A minimum of ten years of experience.
- Participation in at least ten projects worth more than $500,000.
- Transfer experience with at least five collaboration contracts in different phases of steel building projects.
3.3. Expert Panel Composition and Classification
3.4. Statistical Analysis
- a.
- A Cronbach’s reliability test (a) was conducted to validate the reliability of the questionnaire based on the responses. The values varied from zero to one. Values greater than 0.7 were considered acceptable for further analysis [69].
- b.
- The following characterizations were made to define a level of significance based on the average of each question:
- i.
- “Not important” (M < 1.5),
- ii.
- “Somewhat important” (1.51 < M < 2.5),
- iii.
- “Important” (2.51 < M < 3.5),
- iv.
- “Very important” (3.51 < M < 4.5), and
- v.
- “Extremely important” (M < 4.51).
- c.
- Kendall’s coefficient of concordance (W) was used to measure the level of agreement within the panel of experts and ascertain the consistency of agreement across the two rounds of the Delphi survey. The value of W ranged from zero (perfect disagreement) to one (perfect agreement). Additionally, the chi-square value indicates the robustness of the consensus with the associated p-value (significance level, 0.05).
- d.
- Interrater agreement statistics (IRA; ) were used to analyze and validate the expert agreements among the respondent groups. IRA analysis was performed using the code deduced in [70] as follows:
- i.
- 0.0 < < 0.30 “lack of agreement”,
- ii.
- 0.31 < < 0.50 “weak agreement”,
- iii.
- 0.51 < < 0.70 “moderate agreement”,
- iv.
- 0.71 < < 0.90 “strong agreement” and
- v.
- 0.91 < < 1.00 “very strong agreement”.
4. Results
4.1. Theoretical Phase
4.2. Validation Phase: Delphi Methodology: First Round
4.3. Validation Phase: Delphi Methodology: Second Round
EXPERTS ROUND 2 | ||||||
---|---|---|---|---|---|---|
Code | All the Experts in the Area | One to Fifteen Years of Experience | More than Sixteen Years of Experience | |||
Mean | Standard Deviation | Standard Deviation | Mean | Mean | Standard Deviation | |
Q1 | 4.13 | 0.336 | 4.20 | 0.447 | 4.11 | 0.320 |
Q2 | 4.00 | 0.672 | 4.20 | 0.447 | 3.96 | 0.706 |
Q3 | 3.97 | 0.309 | 4.00 | 0.000 | 3.96 | 0.338 |
Q4 | 4.09 | 0.296 | 4.20 | 0.447 | 4.07 | 0.267 |
Q5 | 4.53 | 0.507 | 4.40 | 0.548 | 4.56 | 0.506 |
Q6 | 3.97 | 0.400 | 3.80 | 0.447 | 4.00 | 0.392 |
Q7 | 4.44 | 0.504 | 4.40 | 0.548 | 4.44 | 0.506 |
Q8 | 4.09 | 0.466 | 4.20 | 0.447 | 4.07 | 0.474 |
Q9 | 4.06 | 0.504 | 3.80 | 0.447 | 4.11 | 0.506 |
Q10 | 4.06 | 0.435 | 4.00 | 0.000 | 4.07 | 0.474 |
Q11 | 4.50 | 0.508 | 4.60 | 0.548 | 4.48 | 0.509 |
Q12 | 4.63 | 0.492 | 5.00 | 0.000 | 4.56 | 0.506 |
Q13 | 4.13 | 0.609 | 4.00 | 0.707 | 4.15 | 0.602 |
Q14 | 4.28 | 0.634 | 4.20 | 0.447 | 4.30 | 0.669 |
Q15 | 4.56 | 0.504 | 4.40 | 0.548 | 4.59 | 0.501 |
Q16 | 4.22 | 0.608 | 4.40 | 0.548 | 4.19 | 0.622 |
Q17 | 4.22 | 0.659 | 4.20 | 0.837 | 4.22 | 0.641 |
Q18 | 4.44 | 0.564 | 4.20 | 0.837 | 4.48 | 0.509 |
Q19 | 4.13 | 0.609 | 4.20 | 0.447 | 4.11 | 0.641 |
Q20 | 4.31 | 0.693 | 4.20 | 0.837 | 4.33 | 0.679 |
Q21 | 4.19 | 0.592 | 4.40 | 0.548 | 4.15 | 0.602 |
Q22 | 4.22 | 0.553 | 4.00 | 0.707 | 4.26 | 0.526 |
Q23 | 4.22 | 0.553 | 4.20 | 0.447 | 4.22 | 0.577 |
Q24 | 4.38 | 0.554 | 4.60 | 0.548 | 4.33 | 0.555 |
Q25 | 4.28 | 0.457 | 4.40 | 0.548 | 4.26 | 0.447 |
Q26 | 4.09 | 0.390 | 4.20 | 0.447 | 4.07 | 0.385 |
Q27 | 4.34 | 0.545 | 4.60 | 0.548 | 4.30 | 0.542 |
Q28 | 4.16 | 0.369 | 4.20 | 0.447 | 4.15 | 0.362 |
STATISTICAL DATA | ||||||
Cronbach’s α reliability value | 0.861 | 0.743 | 0.875 | |||
Number of respondents | 32 | 5 | 27 | |||
Kendall’s coefficient of concordance (W) | 0.140 | 0.264 | 0.139 |
5. Discussion
5.1. Phase 1: Steel Planning
5.2. Phase 2: Steel Design
5.3. Phase 3: Fabrication
5.4. Phase 4: Steel Transportation
5.5. Phase 5: Erection
6. Conclusions and Future Directions
6.1. Future Research Directions
6.2. Contribution to Scientific Community
6.3. Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
Appendix A
Code | Questions | Phase/Software | Subprocess | BIM Uses |
---|---|---|---|---|
Q1 | According to your experience, please indicate if you agree whether the following phases are related to the steel building project: planning, design, fabrication, planning for construction, and erection. If so, do you think the last ones could operate in a single phase? Please indicate your level of agreement and explain your answer. | - | - | - |
Q2 | Considering your experience, please indicate your level of agreement with the statement that the budget process should be the first in the planning stage. | Planning | Project budget | - |
Q3 | Considering your experience, what is your level of agreement regarding a project manager who also fulfills the role of a design engineer being selected in the planning stages? Please explain your answer. Ref: planning process map. | Planning | Selection of the steel designer and P.M. | - |
Q4 | Considering your experience, what is your level of agreement regarding that a BIM estimation model should be created in the planning stage prior to the design and analysis phase to determine the number of tons to process prior to the selection of steel, transportation, and assembly suppliers? Please explain your answer. Ref: planning process map. | Planning | Steel BIM estimation model | B1, B4, B6, B11. |
Q5 | What is your level of agreement regarding that the planning stage should end with communicating the guidelines and level of detail of the BIM models that will be developed in the following stages? Please explain your answer. Ref: planning process map. | Planning | BIM-DFE act. | - |
Q6 | What is your level of agreement regarding the design stage beginning with an act that frames the scopes and types of BIM deliverables of the project in the design phase? Ref: Design process map. | Design | BIM-DFE act. | - |
Q7 | What is your level of agreement regarding the next sub-process being the entry of analytical information into the BIM estimation model to accurately determine the structural steel sections to be used? Ref: Design process map. | Design | Enter analytical information into the BIM-DFE model | B3. |
Q8 | What is your level of agreement regarding that in the design phase, following the design analysis subprocess, the steel connection will be made with a software that can process the connection types considering the inputs of the BIM model in the previous stage? Please justify your answer. Ref: Design process map. | Design | Steel connection design | B1, B2. |
Q9 | What is your level of agreement regarding that the response in the quote of the potential suppliers (manufacturers, assembler) can be accelerated using the BIM model from the previous stages and that this influences the decision-making of the selection of suppliers? Ref: Design process map. | Design | Selection of the steel fabricator and steel erector | B1, B2, B4, B6. |
Q10 | What is your level of agreement regarding this phase ending with selecting the manufacturer, assembler, and a BIM model with the connections defined before manufacturing? Ref: Design process map. | Design | Steel BIM-DFE Model | - |
Q11 | What is your level of agreement regarding the manufacturing stage beginning with the BIM model from the previous phase? Do you think this increases the speed and rigor in the manufacturing stage? Ref: Fabrication process map. | Fabrication | Steel BIM-DFE Model | - |
Q12 | What is your level of agreement regarding the following thread determining the manufacturing and assembly phases in the BIM model according to the needs of the project? Ref: Fabrication process map. | Fabrication | Steel construction phases design | B6, B12 |
Q13 | What is your level of agreement regarding the following thread detailing the structure to generate the parts and pieces for manufacturing and assembly? Please explain. Ref: Fabrication process map. | Fabrication | Steel detailing process based on BIM-DFE model | - |
Q14 | What is your level of agreement regarding the next sub-process being the fabrication of the structure and using the BIM model as a tool for portability in the manufacturing processes? Ref: Fabrication process map. | Fabrication | Fabrication of the steel structure | B5 |
Q15 | What is your level of agreement regarding the manufacturing process ending with a BIM model that obtains all the information based on the state of the manufactured process, and this is shared with the transporter and assembler? Please explain. Ref: Fabrication process map. | Fabrication | BIM-DFE model updated | - |
Q16 | What is your level of agreement regarding the transport phase beginning with the BIM model resulting from the previous phase? Please explain. Ref: Transport process map. | Transport | BIM-DFE model updated | - |
Q17 | What is your level of agreement regarding the following process in the transport phase prioritizing shipment according to the needs of the site? Ref: Transport process map. | Transport | Add shipping prioritization according to the project needs | B14 |
Q18 | What is your level of agreement regarding a BIM model being used to optimize the shipment according to the truck type to be used in the same previous process? Ref: Transport process map. | Transport | Add shipping prioritization according to the project needs | B14 |
Q19 | What is your level of agreement regarding this transportation phase ending with a BIM model with all the information on the shipping priorities according to the needs of the project and transportation resources? Ref: Transport process map. | Transport | Steel BIM-DFE on-site collection | - |
Q20 | What is your level of agreement regarding the planning and erection phase beginning with the BIM model fed from the previous stages? Ref: Erection process map. | Planning for C. and Erection | Steel BIM-DFE on-site collection | - |
Q21 | What is your level of agreement regarding the next sub-process in the planning stage for erection being the simulation of the assembly structure considering the resources available in the field? Ref: Erection process map. | Planning for C. and Erection | Control installation | B9, B10, B13. |
Q22 | What is your level of agreement regarding the assembly stage ending with a BIM model that has significant information regarding the project, reflects the final state of the steel elements, and is shared in real-time by all the stakeholders? Ref: Erection process map | Planning for C. and Erection | Steel BIM-DFE on-site collection | - |
Q23 | Based on your experience, what is your level of agreement regarding the BIM tools that are most used in the planning phase are the following: Revit, SDS/2, Tekla, Advance Steel, and CYPECAD? If you do not completely agree, please explain your answer. | Software | - | - |
Q24 | According to your experience, what is your level of agreement regarding the BIM tools that are most used in the design phase are the following: SAP2000, Tekla Structural designer, ETABS, and RAM? If you do not agree completely, please argue your answer. | Software | - | - |
Q25 | According to your experience, what is your level of agreement regarding the BIM tools that are most used in the manufacturing phase are the following: Tekla, SDS/2, Strumis, and Tekla PowerFab? If you do not completely agree or if you consider that certain software is missing, please comment and explain your response. | Software | - | - |
Q26 | According to your experience, what is your level of agreement regarding the BIM tools that are most used in the transport phase are the following: SDS/2 Fortosi and Tekla Track loading? If you do not completely agree or if you consider that certain software is missing, please comment and explain your answer. | Software | - | - |
Q27 | Do you feel it would be helpful to have a BIM model in the erection stage that reflects the physical state of the elements prior to erection? | Software | - | - |
Q28 | Based on your experience, what is your level of agreement regarding the BIM information exchange format between the different phases being IFC? If you do not completely agree or if you consider that there is another software extension, please comment and justify your answer. | Software | - | - |
Code | Questions | Phase/Software | Subprocess |
---|---|---|---|
Q1 | According to your experience, please indicate your level of agreement with the following statement: The phases of steel building projects are planning, design, fabrication, and erection. | - | - |
Q2 | Considering your experience, please indicate your level of agreement regarding the planning process beginning with the need to build, followed by the selection of the type of project (industrial, commercial, etc.)? Ref. Planning process map. | Planning | Type of project |
Q3 | Considering your experience, please indicate your level of agreement regarding that a project manager should be selected in the planning phase? This project manager can be one of the project stakeholders with experience in BIM usage for steel construction and the type of project selected. Ref: planning process map. | Planning | Selection of the steel designer and P.M. |
Q4 | Considering your experience, please indicate your level of agreement regarding a BIM estimation model being created in the planning phase prior to the design and analysis phases to determine an approximate number of steel tons to process prior to the selection of the steel fabricator, transportation, and erection suppliers in this phase.? Please explain your answer. Ref: planning process map. | Planning | Steel BIM estimation model, Selection of the steel fabricator and steel erector. |
Q5 | Please indicate your level of agreement regarding the planning stage ending with a BIM-act that would provide the communication guidelines and level of detail of the BIM models that will be developed in the following phases? Please explain your answer. Ref: planning process map. | Planning | - |
Q6 | Please indicate your level of agreement regarding the design stage beginning with a BIM-act that frames the scopes and types of BIM deliverables of the project in the design phase? Ref: Design process map. | Design | BIM-DFE act. |
Q7 | Please indicate your level of agreement regarding the next sub-process being the entry of the structural design information into the BIM model from the previous stage selected in the previous phase, and that in this design stage, the resources of the suppliers selected in the previous stage are also considered? Please explain. Ref: Design process map. | Design | Enter analytical information into the BIM-DFE model |
Q8 | What is your level of agreement regarding that in the design phase, following the design analysis subprocess, the steel connection will be made with a software that can process the connection types considering the inputs of the BIM model in the previous stage? Please justify your answer. Ref: Design process map. | Design | Steel connection design |
Q9 | What is your level of agreement regarding the erection sequences of the project being defined in the following sub-process in this phase? | Design | Steel construction design |
Q10 | What is your level of agreement regarding this phase (design) ending with selecting the fabricator, erector, and a BIM model with the connections defined prior to fabrication? Ref: Design process map. | Design | Steel BIM-DFE Model |
Q11 | What is your level of agreement regarding the fabrication phase beginning with the BIM model from the previous design phase? Ref: Fabrication process map. | Fabrication | Steel BIM-DFE Model |
Q12 | What is your level of agreement regarding the following sub-process detailing the steel structure (optimized and validated for the steel fabricator, transport, and erector) to generate the parts and pieces for fabrication and erection information? Please explain. Ref: Fabrication process map. | Fabrication | Steel Detailing process based on BIM-DFE model |
Q13 | What is your level of agreement regarding the following thread manufacturing the structure with the detailed documentation of the BIM model of the previous subprocess? Ref: Fabrication process map. | Fabrication | Fabrication of the steel structure |
Q14 | What is your level of agreement regarding that the BIM model would be used as a quality control tool in the steel fabrication process? | Fabrication | Fabrication of the steel structure |
Q15 | What is your level of agreement regarding the manufacturing process ending with a BIM model that obtains all the information regarding the state of the manufactured process, and would be shared with the transporter and erector? Please explain. Ref: Fabrication process map. | Fabrication | BIM-DFE model updated |
Q16 | What is your level of agreement regarding the transport phase beginning with the BIM model resulting from the previous phase? Please explain. Ref: Transport process map. | Transport | BIM-DFE model updated |
Q17 | What is your level of agreement regarding the following dub process in the transport phase being prioritized for shipment according to the needs of the site? Ref: Transport process map. | Transport | Add shipping prioritization according to the project needs |
Q18 | What is your level of agreement regarding that in the same previous process, a BIM model is used to optimize the shipment according to the type of truck to be used? Ref: Transport process map. | Transport | Add Shipping prioritization according to the project needs |
Q19 | What is your level of agreement regarding this transportation phase ending with a BIM model with all the information on shipping priorities according to the needs of the project and transportation resources? Ref: Transport process map. | Transport | Steel BIM-DFE on-site collection |
Q20 | What is your level of agreement regarding the planning and erection phase beginning with the BIM model fed from the previous stages? Ref: Erection process map. | Planning for C. and Erection | Steel BIM-DFE on-site collection |
Q21 | What is your level of agreement regarding the next sub-process in the planning stage for the erection being the simulation of the assembly structure considering the resources available in the field? Ref: Erection process map. | Planning for C. and Erection | Monitoring of the elements erected on site |
Q22 | What is your level of agreement regarding the assembly stage ending with a BIM model with significant information that reflects the final state of the steel elements and it being shared in real-time by all the stakeholders? Ref: Erection process map. | Planning for C. and Erection | Steel BIM-DFE on-site collection |
Q23 | Based on your experience, what is your level of agreement regarding the BIM tools that are most used in the Planning phase are as follows: Revit, SDS/2, and Tekla? If you do not completely agree, please explain your answer. | Software | - |
Q24 | According to your experience, what is your level of agreement regarding the BIM tools that are most used in the design phase are as follows: SAP2000, Tekla Structural designer, ETABS, and RAM? If you do not completely agree, please explain your answer. | Software | - |
Q25 | According to your experience, what is your level of agreement regarding the BIM tools that are most used in the manufacturing phase are as follows: Tekla, SDS/2, Advance Steel, Steel Project, Strumis, Power Fab. If you do not completely agree or if you consider that certain software is missing, please comment and explain your response. | Software | - |
Q26 | According to your experience, what is your level of agreement regarding the most used BIM tools in the transport phase are as follows: SDS/2 Fortosi and Tekla Track loading? If you do not completely agree or if you consider that certain software is missing, please comment and explain your answer. | Software | - |
Q27 | Do you feel it would be helpful to have a Tekla, Revit, SDS/2, Naviswork, or Trimble Connect BIM model in the erection stage that reflects the physical state of the elements prior to erection? Please explain. | Software | - |
Q28 | Based on your experience, what is your level of agreement regarding the BIM information exchange format between the different phases being IFC? If you do not completely agree or if you consider that there is another software extension, please comment and justify your answer. | Software | - |
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BIM (B#) | BIM Utilization | Observation from Literature Review | References |
---|---|---|---|
1 | 3D BIM models to visualize and improve steel processes. | The 3D model is used as a compression engine that replaces 2D drawings and is used in all phases except the transport phase. | [14,15,16,17,18,19,20,21] |
2 | BIM Collaboration for Structural Engineering and LOD. | Defining the levels of detail (LOD) in BIM models saves time in the design process and reduces the information requirement for stakeholders. | [17,22,23,24,25] |
3 | Early integration between design, manufacturing, and assembly based on BIM models. | Integration between design, manufacturing, and assembly based on BIM models allows incorporating the physical resources of the fabricator, transport, and erector, which results in the reduction in total project costs. | [20,21,23,25,26,27,28,29,30] |
4 | Creating a BIM prior to fabrication. | The creation of BIM models, including in the manufacturing stages, empowers manufacturers to automate their fabrication processes by connecting computer numerical control (CNC) with the BIM model. It also reduces the time for steel detailing and the fabrication processes. | [14,16,18,23,26,31,32,33] |
5 | Quality control and traceability of the manufacturing and assembly processes using BIM models. | BIM models in fabrication stages provide the status of each manufactured item, such as painting, welding, assembly, and dispatch status. This imparts traceability to the steel elements. | [26,27,34,35,36] |
6 | BIM and virtual/augmented reality | The augmented reality application improves decision-making because it allows simulating various scenarios for selection of the one most advantageous for the project. | [34,37] |
7 | BIM and IoT | Controlling the erection of steel structures through BIM and Internet of things (IoT) allows for a transparent relationship between the contractor and subcontractor and an exact follow-up of the assembled elements. | [30,38,39] |
8 | Use of API for non-geometric information transfer. | Application programming interface (API) allows transferring non-geometric information, such as supplier codes and technical specifications, which increases technical communication between stakeholders. | [35,40] |
9 | Controlled installation through BIM. | Controlling the erection of steel structures through BIM allows for an exact follow-up of the assembled elements. | [22,36,41,42] |
10 | BIM and laser scanning data. | The use of laser scanners and BIM models in erection stages allows for the precise erection in a field. It is also generally used to create a BIM model based on existing conditions through point clouds. | [25,43,44] |
11 | Cost analysis through BIM models. | 4D and 5D BIM models allow an independent evaluation of each specialty, allowing a better understanding of the scope of work for each bidder. | [23,24,45,46,47] |
12 | BIM for construction management. | BIM models allow controlling the amount of material used in a project and managing the man-hours assigned in planning to detect deviations in time and materials from an economic perspective at an early stage and make decisions accordingly. | [21,25,27,28,32,34,40,41,42,48,49,50,51,52,53] |
13 | Structural health monitoring with BIM models. | The use of microchips along with BIM models allows for the identification of structural failures caused by transportation or poor stockpiling of material prior to assembly. | [40,53] |
14 | BIM information to improve site logistics planning. | The use of BIM models oriented to planning for construction generates a delivery action map of the elements to be assembled in the field; thus, stockpiling and transfer times are optimized. | [22,28,32,33,52,54,55,56,57] |
15 | BIM for deconstructability and identification of reusable steel materials | BIM is used to identify reusable materials in the deconstruction stage to reduce construction waste and cost of project materials. | [37,58,59] |
Criteria | Inclusion | Exclusion |
---|---|---|
1 | Articles discussing BIM in a steel building project | Articles not discussing BIM in steel building projects |
2 | Articles in WOS and/or Scopus | Articles not in WOS and/or Scopus |
3 | Articles published between 2012–2022 | Articles published prior to 2012 |
Country | Specialization | Profession | Development Area | Average Years of Experience |
---|---|---|---|---|
Argentina | Planning | Civil engineer | 22.5 | |
Design | Building engineer | Professional | ||
Fabrication | Assembler | Academic | ||
Erector | ||||
Chile | Civil engineer | 18.3 | ||
Planning | Mechanical civil engineer | |||
Design | Assembler | Professional | ||
Fabrication | Maker | Academic | ||
Erection | Industrial engineer | |||
Building engineer | ||||
Spain | Planning | 21.4 | ||
Design | Civil engineer | Professional | ||
Fabrication | Computer engineer | Academic | ||
Erection | ||||
United States | Planning | Civil engineer | 25.6 | |
Design | Mechanical engineer | Professional | ||
Fabrication | Assembler | Academic | ||
Erection |
EXPERTS ROUND 1 | ||||||
---|---|---|---|---|---|---|
Code | All the Experts in the Area | One to Fifteen Years of Experience | More than Sixteen Years of Experience | |||
Mean | Standard Deviation | Mean | Standard Deviation | Mean | Standard Deviation | |
Q1 | 4.03 | 0.822 | 4.00 | 0.707 | 4.04 | 0.854 |
Q2 | 2.59 | 1.214 | 2.20 | 0.837 | 2.67 | 1.271 |
Q3 | 4.13 | 0.660 | 4.00 | 0.707 | 4.15 | 0.662 |
Q4 | 4.31 | 0.738 | 4.40 | 0.894 | 4.30 | 0.724 |
Q5 | 4.53 | 0.567 | 4.60 | 0.894 | 4.52 | 0.509 |
Q6 | 4.47 | 0.671 | 4.60 | 0.548 | 4.44 | 0.698 |
Q7 | 4.09 | 0.777 | 3.80 | 0.837 | 4.15 | 0.770 |
Q8 | 3.75 | 0.762 | 3.80 | 0.837 | 3.74 | 0.764 |
Q9 | 4.16 | 0.515 | 4.00 | 0.707 | 4.19 | 0.483 |
Q10 | 3.84 | 0.808 | 3.80 | 0.837 | 3.85 | 0.818 |
Q11 | 4.25 | 0.672 | 4.40 | 0.894 | 4.22 | 0.641 |
Q12 | 4.28 | 0.729 | 4.60 | 0.548 | 4.22 | 0.751 |
Q13 | 4.50 | 0.622 | 4.60 | 0.548 | 4.48 | 0.643 |
Q14 | 4.03 | 0.822 | 4.00 | 0.707 | 4.04 | 0.854 |
Q15 | 4.06 | 0.716 | 4.00 | 1.000 | 4.07 | 0.675 |
Q16 | 4.09 | 0.777 | 4.20 | 0.837 | 4.07 | 0.781 |
Q17 | 4.03 | 0.822 | 4.20 | 0.837 | 4.00 | 0.832 |
Q18 | 4.22 | 0.792 | 3.80 | 0.837 | 4.30 | 0.775 |
Q19 | 4.28 | 0.772 | 4.00 | 1.225 | 4.33 | 0.679 |
Q20 | 4.34 | 0.787 | 4.60 | 0.548 | 4.30 | 0.823 |
Q21 | 4.25 | 0.762 | 4.60 | 0.548 | 4.19 | 0.786 |
Q22 | 4.16 | 0.628 | 4.20 | 0.447 | 4.15 | 0.662 |
Q23 | 3.94 | 0.716 | 4.00 | 0.707 | 3.93 | 0.730 |
Q24 | 4.19 | 0.780 | 4.60 | 0.548 | 4.11 | 0.801 |
Q25 | 4.19 | 0.859 | 4.00 | 1.225 | 4.22 | 0.801 |
Q26 | 4.16 | 0.677 | 4.60 | 0.548 | 4.07 | 0.675 |
Q27 | 4.09 | 0.689 | 4.40 | 0.548 | 4.04 | 0.706 |
Q28 | 4.03 | 0.782 | 4.00 | 0.707 | 4.04 | 0.808 |
STATISTICAL DATA | ||||||
Cronbach’s α reliability value | 0.773 | 0.55 | 0.795 | |||
Number of respondents | 32 | 5 | 27 | |||
Kendall’s coefficient of concordance (W) | 0.133 | 0.258 | 0.127 |
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Avendaño, J.I.; Zlatanova, S.; Pérez, P.; Domingo, A.; Correa, C. Integration of BIM in Steel Building Projects (BIM-DFE): A Delphi Survey. Buildings 2022, 12, 1439. https://doi.org/10.3390/buildings12091439
Avendaño JI, Zlatanova S, Pérez P, Domingo A, Correa C. Integration of BIM in Steel Building Projects (BIM-DFE): A Delphi Survey. Buildings. 2022; 12(9):1439. https://doi.org/10.3390/buildings12091439
Chicago/Turabian StyleAvendaño, José Ignacio, Sisi Zlatanova, Pedro Pérez, Alberto Domingo, and Christian Correa. 2022. "Integration of BIM in Steel Building Projects (BIM-DFE): A Delphi Survey" Buildings 12, no. 9: 1439. https://doi.org/10.3390/buildings12091439