Technical Papers
Jul 8, 2019

Skill Set Configuration in Prefabricated Construction: Hybrid Optimization and Multicriteria Decision-Making Approach

Publication: Journal of Construction Engineering and Management
Volume 145, Issue 9

Abstract

In offsite construction, unbalanced distribution of resources can cause heterogeneity in the production environment and result in cost and time overruns. It is of particular importance to efficiently manage resource-constrained production in offsite construction in order to realize its numerous benefits over traditional construction. Although extensive research has been undertaken in the manufacturing domain to address unbalanced resource distribution, such studies in the context of offsite construction are sparse. To bridge this gap, the current study hypothesized that multiskilling and crosstraining of construction resources can provide a cost-effective solution to the problem. The aim of this research was to investigate the extent to which operational benefits can be achieved in offsite construction by using different labor skill set structures to address bottlenecks in production. A hybrid research method that adopts optimization and multicriteria decision-making techniques was used to compare performance measures associated with different labor skill sets. To this end, multiskilling policies were ranked and situations under which ranking results can be changed were discussed. The findings of this study reveal the performance and sensitivity of different multiskilling strategies pertaining to different criteria. This study aids industry practitioners in workforce planning and managing offsite construction. It also contributes to the body of knowledge by quantifying how performance measures and labor skill sets interact with each other.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

Data generated or analyzed during the study are available from the corresponding author by request. Information about the Journal’s data-sharing policy can be found here: https://ascelibrary.org/doi/10.1061/(ASCE)CO.1943-7862.0001263.

References

Ahmadian Fard Fini, A., A. Akbarnezhad, T. H. Rashidi, and S. T. Waller. 2017. “Job assignment based on brain demands and human resource strategies.” J. Constr. Eng. Manage. 143 (5): 04016123. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001273.
Ahmadian Fard Fini, A., T. Rashidi, A. Akbarnezhad, and S. Travis Waller. 2016. “Incorporating multiskilling and learning in the optimization of crew composition.” J. Constr. Eng. Manage. 142 (5): 04015106. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001085.
Arashpour, M., Y. Bai, G. Aranda-mena, A. Bab-Hadiashar, R. Hosseini, and P. Kalutara. 2017. “Optimizing decisions in advanced manufacturing of prefabricated products: Theorizing supply chain configurations in off-site construction.” Autom. Constr. 84: 146–153. https://doi.org/10.1016/j.autcon.2017.08.032.
Arashpour, M., R. Wakefield, B. Abbasi, M. Arashpour, and R. Hosseini. 2018. “Optimal process integration architectures in off-site construction: Theorizing the use of multi-skilled resources.” Archit. Eng. Des. Manage. 14 (1–2): 46–59. https://doi.org/10.1080/17452007.2017.1302406.
Arashpour, M., R. Wakefield, B. Abbasi, E. W. M. Lee, and J. Minas. 2016. “Off-site construction optimization: Sequencing multiple job classes with time constraints.” Autom. Constr. 71: 262–270. https://doi.org/10.1016/j.autcon.2016.08.001.
Arashpour, M., R. Wakefield, N. Blismas, and J. Minas. 2015. “Optimization of process integration and multi-skilled resource utilization in off-site construction.” Autom. Constr. 50: 72–80. https://doi.org/10.1016/j.autcon.2014.12.002.
BCA (Building and Construction Authority). 2016. “Multi-skilling scheme.” Accessed September 28, 2017. https://www.bca.gov.sg/MultiSkilling/MultiSkill_Main.html.
Behzadian, M., R. B. Kazemzadeh, A. Albadvi, and M. Aghdasi. 2010. “PROMETHEE: A comprehensive literature review on methodologies and applications.” Eur. J. Oper. Res. 200 (1): 198–215. https://doi.org/10.1016/j.ejor.2009.01.021.
Brans, J. P., and Y. De Smet. 2005. “PROMETHEE methods.” In Multiple criteria decision analysis: State of the art surveys: International series in operations research & management science, 187–219. New York: Springer.
Brans, J.-P., and B. Mareschal. 1994. “The PROMCALC & GAIA decision support system for multicriteria decision aid.” Decis. Support Syst. 12 (4): 297–310. https://doi.org/10.1016/0167-9236(94)90048-5.
Brans, J.-P., and B. Mareschal. 2005. Multiple criteria decision analysis: State of the art surveys: International series in operations research & management science, 163–196. New York: Springer.
Burleson, R., C. Haas, R. Tucker, and A. Stanley. 1998. “Multiskilled labor utilization strategies in construction.” J. Constr. Eng. Manage. 124 (6): 480–489. https://doi.org/10.1061/(ASCE)0733-9364(1998)124:6(480).
Carley, L. A., C. T. Haas, J. D. Borcherding, and P. M. Goodrum. 2003. “Experiences with multiskilling among non-unit craft workers in US industrial construction projects.” Eng. Constr. Archit. Manage. 10 (6): 374–381. https://doi.org/10.1108/09699980310509345.
CII (Construction Industry Institute). 2018. “Safety.” Accessed November 12, 2018. https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/safety.
Dalkey, N., and O. Helmer. 1963. “An experimental application of the Delphi method to the use of experts.” Manage. Sci. 9 (3): 458–467. https://doi.org/10.1287/mnsc.9.3.458.
Daniels, R. L., J. B. Mazzola, and D. Shi. 2004. “Flow shop scheduling with partial resource flexibility.” Manage. Sci. 50 (5): 658–669. https://doi.org/10.1287/mnsc.1040.0209.
Florez, L. 2017. “Crew allocation system for the masonry industry.” Comput.-Aided Civ. Infrastruct. Eng. 32 (10): 874–889. https://doi.org/10.1111/mice.12301.
Gouda, A., O. Hosny, and K. Nassar. 2017. “Optimal crew routing for linear repetitive projects using graph theory.” Autom. Constr. 81: 411–421. https://doi.org/10.1016/j.autcon.2017.03.007.
Goumas, M., and V. Lygerou. 2000. “An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects.” Eur. J. Oper. Res. 123 (3): 606–613. https://doi.org/10.1016/S0377-2217(99)00093-4.
Haas, C. T., A. M. Rodriguez, R. Glover, and P. M. Goodrum. 2001. “Implementing a multiskilled workforce.” Constr. Manage. Econ. 19 (6): 633–641. https://doi.org/10.1080/01446190110050936.
Hegazy, T., A. K. Shabeeb, E. Elbeltagi, and T. Cheema. 2000. “Algorithm for scheduling with multiskilled constrained resources.” J. Constr. Eng. Manage. 126 (6): 414–421. https://doi.org/10.1061/(ASCE)0733-9364(2000)126:6(414).
Hopp, W. J., and M. P. Oyen. 2004. “Agile workforce evaluation: A framework for cross-training and coordination.” IIE Trans. 36 (10): 919–940. https://doi.org/10.1080/07408170490487759.
Hyari, K., M. El-Mashaleh, and A. Kandil. 2010. “Optimal assignment of multiskilled labor in building construction projects.” Int. J. Constr. Educ. Res. 6 (1): 70–80. https://doi.org/10.1080/15578771003590284.
Kabir, G., and R. S. Sumi. 2014. “Power substation location selection using fuzzy analytic hierarchy process and PROMETHEE: A case study from Bangladesh.” Energy 72 (Aug): 717–730. https://doi.org/10.1016/j.energy.2014.05.098.
Lill, I. 2009. “Multiskilling in construction—A strategy for stable employment.” Ukio Technologinis ir Ekonominis Vystymas 15 (4): 540–560.
Liu, S. S., and C. J. Wang. 2012. “Optimizing linear project scheduling with multi-skilled crews.” Autom. Constr. 24: 16–23. https://doi.org/10.1016/j.autcon.2011.12.009.
Macharis, C., J. Springael, K. De Brucker, and A. Verbeke. 2004. “PROMETHEE and AHP: The design of operational synergies in multicriteria analysis—Strengthening PROMETHEE with ideas of AHP.” Eur. J. Oper. Res. 153 (2): 307–317. https://doi.org/10.1016/S0377-2217(03)00153-X.
Mareschal, B. 1988. “Weight stability intervals in multicriteria decision aid.” Eur. J. Oper. Res. 33 (1): 54–64. https://doi.org/10.1016/0377-2217(88)90254-8.
Mareschal, B., and J. P. Brans. 1988. “Geometrical representations for MCDA.” Eur. J. Oper. Res. 34 (1): 69–77. https://doi.org/10.1016/0377-2217(88)90456-0.
Mareschal, B., and J. P. Brans. 1991. “BANKADVISER: An industrial evaluation system.” Eur. J. Oper. Res. 54 (3): 318–324. https://doi.org/10.1016/0377-2217(91)90106-6.
Mareschal, B., and Y. D. Smet. 2009. “Multicriteria decision aided system for ranking industrial zones.” In Proc., IEEE Int. Conf. on Industrial Engineering and Engineering Management, 1646–1649. Piscataway, NJ: IEEE.
Nasirian, A., M. Arashpour, and B. Abbasi. 2018a. “Multiskilled human resource problem in off-site construction.” In Proc., 35th Int. Symp. on Automation and Robotics in Construction. Berlin: IAARC.
Nasirian, A., M. Arashpour, and B. Abbasi. 2018b. “Multiskilling of labor in construction: A critical literature review.” J. Constr. Eng. Manage. 145 (1): 04018113. https://doi.org/10.1061/%28ASCE%29CO.1943-7862.0001577.
Nasirian, A., M. Arashpour, B. Abbasi, and A. Akbarnezhad. 2018c. “Optimal work assignment to multi-skilled resources in prefabricated construction.” J. Constr. Eng. Manage. 145 (4): 04019011. https://doi.org/10.1061/%28ASCE%29CO.1943-7862.0001627.
Podvezko, V., and A. Podviezko. 2010. “Dependence of multi-criteria evaluation result on choice of preference functions and their parameters.” Technol. Econ. Dev. Economy 16 (1): 143–158. https://doi.org/10.3846/tede.2010.09.
Pollitt, D. 2010. “Construction companies build skills for the future.” Training Manage. Dev. Methods 24 (1): 515–518.
Qin, R., D. A. Nembhard, and W. L. Barnes. 2015. “Workforce flexibility in operations management.” Surv. Oper. Res. Manage. Sci. 20 (1): 19–33. https://doi.org/10.1016/j.sorms.2015.04.001.
Saaty, T. L. 1990. “How to make a decision: The analytic hierarchy process.” Eur. J. Oper. Res. 48 (1): 9–26. https://doi.org/10.1016/0377-2217(90)90057-I.
Sacks, R., A. Esquenazi, and M. Goldin. 2007. “LEAPCON: Simulation of lean construction of high-rise apartment buildings.” J. Constr. Eng. Manage. 133 (7): 529–539. https://doi.org/10.1061/(ASCE)0733-9364(2007)133:7(529).
Srour, I. M., C. T. Haas, and D. P. Morton. 2006. “Linear programming approach to optimize strategic investment in the construction workforce.” J. Constr. Eng. Manage. 132 (11): 1158–1166. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:11(1158).
Wongwai, N., and S. Malaikrisanachalee. 2011. “Augmented heuristic algorithm for multi-skilled resource scheduling.” Autom. Constr. 20 (4): 429–445. https://doi.org/10.1016/j.autcon.2010.11.012.

Information & Authors

Information

Published In

Go to Journal of Construction Engineering and Management
Journal of Construction Engineering and Management
Volume 145Issue 9September 2019

History

Received: Sep 10, 2018
Accepted: Jan 9, 2019
Published online: Jul 8, 2019
Published in print: Sep 1, 2019
Discussion open until: Dec 8, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Araz Nasirian [email protected]
Ph.D. Candidate, School of Business IT and Logistics, College of Business, RMIT Univ., Melbourne, VIC 3000, Australia (corresponding author). Email: [email protected]
Senior Lecturer, Dept. of Civil Engineering, Monash Univ., Melbourne, VIC 3800, Australia. ORCID: https://orcid.org/0000-0003-4148-3160. Email: [email protected]
Babak Abbasi [email protected]
Professor School of Business IT and Logistics, College of Business, RMIT Univ., Melbourne, VIC 3000, Australia. Email: [email protected]
Edmundas Kazimieras Zavadskas [email protected]
Professor, Dept. of Construction Technology and Management, Vilnius Gediminas Technical Univ., Sauletekio Ave. 11, Vilnius 10223, Lithuania. Email: [email protected]
Ali Akbarnezhad [email protected]
Associate Professor, School of Civil Engineering, Univ. of Sydney, Sydney, NSW 2006, Australia. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share