Technical Papers
Oct 30, 2023

Skilled Worker Shortage across Key Labor-Intensive Construction Trades in Union versus Nonunion Environments

Publication: Journal of Management in Engineering
Volume 40, Issue 1

Abstract

Skilled labor plays a crucial role in ensuring that construction projects are completed on time, within budget, and to the required standards of quality and safety. However, the construction industry has been facing a labor shortage in recent years, which poses a significant challenge to the industry’s growth and sustainability. Therefore, it is important to examine the characteristics of the construction skilled labor market to understand the factors that contribute to the shortage of skilled workers and develop strategies to address the issue. This paper fills this knowledge gap. To this end, the authors (1) collected and processed project documentation in relation to 67 construction projects to identify key construction labor-intensive trades, (2) conducted an expert-based survey to collect data in relation to union participation rates and degrees of skilled labor shortages across the identified trades, (3) performed clustering analysis to examine the observed levels of labor shortage across the identified trades, (4) applied a binomial test to analyze the levels of union participation for each of the labor trades, and (5) used a chi-square test of independence to investigate the correlations between workforce location and union participation on the one hand and union participation and labor shortage on the other. As such, the authors identified 10 key labor-intensive trades. It was found that plumbing and electrical trades have the highest degrees of skilled labor shortage, whereas finishing work trades (i.e., plastering and painting, flooring, and waterproofing) had the lowest. Results also showed a significant correlation between high union membership rates and the availability of skilled workers in 3 of the 10 identified trades (i.e., ironworking, flooring, and waterproofing) and that union reach in urban locations is less than that in rural areas where workers are employed. Ultimately, this paper adds to the body of knowledge by offering a closer look into the construction skilled labor market. Such knowledge can be used to mitigate the current labor shortages.

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Data Availability Statement

All data, models, and code generated or used during the study appear in the published article.

Acknowledgments

The authors appreciate the funding support provided by the Missouri Consortium for Construction Innovation (MO-CCI) to conduct this study. Any opinions and/or conclusions included in this paper though are those of the authors and do not necessarily represent MO-CCI and its member companies.

References

ABC (The Associated Builders and Contractors). 2022. “Construction industry faces workforce shortage of 650,000 in 2022: News releases.” Accessed April 9, 2023. https://www.abc.org/News-Media/News-Releases/entryid/19255/abc-construction-industry-faces-workforce-shortage-of-650-000-in-2022.
Abdul-Aziz, A. R. 2001. “Foreign workers and labour segmentation in Malaysia’s construction industry.” Construct. Manage. Econ. 19 (8): 789–798. https://doi.org/10.1080/01446190110072022.
Abdul Nabi, M., and I. H. El-adaway. 2021. “Understanding the key risks affecting cost and schedule performance of modular construction projects.” J. Manage. Eng. 37 (4): 04021023. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000917.
AGC (Associated General Contractors of America). 2021. “2021 workforce survey national Autodesk—AGC.” Accessed April 9, 2023. https://www.agc.org/sites/default/files/2021_Workforce_Survey_National_Autodesk.pdf.
Akintoye, A. 2000. “Analysis of factors influencing project cost estimate practice.” Construct. Manage. Econ. 18 (1): 77–89. https://doi.org/10.1080/014461900370979.
Allen, S., and R. Burke. 2022. “US Department of Labor signs partnership to promote construction safety during renovation of St. Louis’ historic Butler Brothers Building.” In Occupational safety and health administration. Washington, DC: US Department of Labor.
Allmon, E., C. T. Haas, J. D. Borcherding, and P. M. Goodrum. 2000. “U.S. Construction labor productivity trends, 1970-1998.” J. Constr. Eng. Manage. 126 (2): 97–104. https://doi.org/10.1061/(ASCE)0733-9364(2000)126:2(97).
Ameyaw, E. E., E. Pärn, A. P. Chan, D. G. Owusu-Manu, D. J. Edwards, and A. Darko. 2017. “Corrupt practices in the construction industry: Survey of Ghanaian experience.” J. Manage. Eng. 33 (6): 05017006. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000555.
Ammar, A., and G. Dadi. 2023. “Roadmap for redesigning specialized safety training and tracking for highway construction and maintenance personnel.” In Proc., Int. Conf. on Transportation and Development 2023, 683–694. Reston, VA: ASCE. https://doi.org/10.1061/9780784484883.059.
Antillon, E. I., M. J. Garvin, K. R. Molenaar, and A. Javernick-Will. 2018. “Influence of interorganizational coordination on lifecycle design decision making: Comparative case study of public–private partnership highway projects.” J. Manage. Eng. 34 (5): 05018007. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000623.
Assaad, R., I. El-adaway, M. Hastak, and K. Needy. 2022. “Quantification of the state of practice of offsite construction and related technologies: Current trends and future prospects.” J. Constr. Eng. Manage. 148 (7): 04022055. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002302.
Bernold, L. E. 2016. “Discussion of ‘barriers of implementing modern methods of construction’ by M. Motiar Rahman.” J. Manage. Eng. 32 (2): 07015002. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000411.
BLS (Bureau of Labor Statistics). 2002. Health and safety statistics: Fatalities. Washington, DC: US Department of Labor.
BLS (Bureau of Labor Statistics). 2021. “Labor force statistics from the current population survey—Concepts and definitions.” Accessed April 15, 2022. https://www.bls.gov/cps/definitions.htm#:∼:text=The%20unemployment%20rate%20represents%20the,%C3%B7%20Labor%20Force)%20x%20100.
BLS (Bureau of Labor Statistics). 2022. “Union members summary—2021 A01 results. U.S. Bureau of Labor Statistics.” Accessed April 14, 2023. https://www.bls.gov/news.release/union2.nr0.htm.
Breman, J. 1996. Vol. 2 of Footloose labour: Working in India’s informal economy. Cambridge: Cambridge University Press.
Bryson, A., E. Barth, and H. Dale-Olsen. 2013. “The effects of organizational change on worker well-being and the moderating role of trade unions.” ILR Rev. 66 (4): 989–1011. https://doi.org/10.1177/001979391306600410.
CDC (Centers for Disease Control and Prevention). 2018. “Suicide increasing among American workers.” Accessed November 9, 2022. https://www.cdc.gov/media/releases/2018/p1115-Suicide-american-workers.html.
Chan, A. P. C., D. W. M. Chan, and J. F. Y. Yeung. 2009. “Overview of the application of fuzzy techniques in construction management research.” J. Constr. Eng. Manage. 135 (11): 1241–1252. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000099.
Choi, J. O., P. P. Shrestha, J. Lim, and B. K. Shrestha. 2018. “An investigation of construction workforce inequalities and biases in the architecture, engineering, and construction (AEC) industry.” In Proc., Construction Research Congress 2018, 65–75. Reston, VA: ASCE. https://doi.org/10.1061/9780784481301.007.
Cochran, W. G. 1977. Sampling techniques. New York: Wiley.
Cooper, R., and B. Ellem. 2008. “The neoliberal state, trade unions and collective bargaining in Australia.” Br. J. Ind. Relat. 46 (3): 532–554. https://doi.org/10.1111/j.1467-8543.2008.00694.x.
Cuadra, D. 2022. “Why union construction firms have advantages amid the labor shortage.” Accessed March 22, 2023. https://www.benefitnews.com/news/union-construction-firms-better-off-during-labor-shortage.
CURT (The Construction Users Roundtable). 2001. The skilled construction workforce shortage and the CURT 2001 workforce development survey results. Cincinnati: The Construction Users Roundtable.
Delvinne, H. H., K. Hurtado, J. Smithwick, B. Lines, and K. Sullivan. 2020. “Construction workforce challenges and solutions: A national study of the roofing sector in the United States.” In Proc., Construction Research Congress 2020, 529–537. Reston, VA: ASCE.
Dhal, M. 2020. “Labor stand: Face of precarious migrant construction workers in India.” J. Constr. Eng. Manage. 146 (6): 04020048. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001761.
Dontigney, E. 2019. “The advantages of a non-unionized workplace.” Accessed April 13, 2023. https://smallbusiness.chron.com/disadvantages-union-membership-employers-perspective-33242.html.
Eghbali, A. H., K. Behzadian, F. Hooshyaripor, R. Farmani, and A. P. Duncan. 2017. “Improving prediction of dam failure peak outflow using neuroevolution combined with K-means clustering.” J. Hydrol. Eng. 22 (6): 04017007. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001505.
Ernzen, J. J., and C. Schexnayder. 2000. “One company’s experience with design/build: Labor cost risk and profit potential.” J. Constr. Eng. Manage. 126 (1): 10–14. https://doi.org/10.1061/(ASCE)0733-9364(2000)126:1(10).
Etikan, I., S. A. Musa, and R. S. Alkassim. 2016. “Comparison of convenience sampling and purposive sampling.” Am. J. Theor. Appl. Stat. 5 (1): 1–4. https://doi.org/10.11648/j.ajtas.20160501.11.
Fairbrother, P. 2015. “Rethinking trade unionism: Union renewal as transition.” Econ. Labour Relat. Rev. 26 (4): 561–576. https://doi.org/10.1177/1035304615616593.
Fidal, J., and T. Kjeldsen. 2020. “Operational comparison of rainfall-runoff models through hypothesis testing.” J. Hydrol. Eng. 25 (4): 04020005. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001892.
Fiori, C. M. 2003. “What’s wrong with working in construction? How image and diversity issues are affecting the shortage of skilled labor.” In Proc., Construction Research Congress: Wind of Change: Integration and Innovation, 1–8. Reston, VA: ASCE. https://doi.org/10.1061/40671(2003)3.
Forcada, N., M. Macarulla, M. Gangolells, M. Casals, A. Fuertes, and X. Roca. 2013. “Posthandover housing defects: Sources and origins.” J. Perform. Constr. Facil. 27 (6): 756–762. https://doi.org/10.1061/(ASCE)CF.1943-5509.0000368.
Ford, L., and J. Freund. 2022. “The connection between unions and worker safety.” Accessed March 22, 2023. https://blog.dol.gov/2022/05/11/the-connection-between-unions-and-worker-safety.
Garg, S., and S. Misra. 2021. “Distribution of rework issues in various reinforced concrete building components.” J. Perform. Constr. Facil. 35 (4): 04021033. https://doi.org/10.1061/(ASCE)CF.1943-5509.0001596.
Golden, S. K., and M. J. Skibniewski. 2010. “Immigration and construction: Analysis of the impact of immigration on construction project costs.” J. Manage. Eng. 26 (4): 189–195. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000021.
Gomar, J. E., C. T. Haas, and D. P. Morton. 2002. “Assignment and allocation optimization of partially multiskilled workforce.” J. Constr. Eng. Manage. 128 (2): 103–109. https://doi.org/10.1061/(ASCE)0733-9364(2002)128:2(103).
Goodrum, P. M. 2004. “Hispanic and non-Hispanic wage differentials: Implications for United States construction industry.” J. Constr. Eng. Manage. 130 (4): 552–559. https://doi.org/10.1061/(ASCE)0733-9364(2004)130:4(552).
Guarte, J. M., and E. B. Barrios. 2006. “Estimation under purposive sampling.” Commun. Stat. Simul. Comput. 35 (2): 277–284. https://doi.org/10.1080/03610910600591610.
Han, S. H., M. J. Chae, K. Soon, and H. D. Ryu. 2008. “Six sigma-based approach to improve performance in construction operations.” J. Manage. Eng. 24 (1): 21–31. https://doi.org/10.1061/(ASCE)0742-597X(2008)24:1(21).
Hanna, A. S., C. S. Taylor, and K. T. Sullivan. 2005. “Impact of extended overtime on construction labor productivity.” J. Constr. Eng. Manage. 131 (6): 734–739. https://doi.org/10.1061/(ASCE)0733-9364(2005)131:6(734).
Hartono, B., S. R. Sulistyo, K. H. Chai, and N. Indarti. 2019. “Knowledge management maturity and performance in a project environment: Moderating roles of firm size and project complexity.” J. Manage. Eng. 35 (6): 04019023. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000705.
Hasanzadeh, S., B. Esmaeili, G. M. Gad, D. D. Gransberg, and S. Nasrollahi. 2018. “Time of involvement and dispute occurrence in public highway projects.” In Proc., Construction Research Congress 2018, 161–170. Reston, VA: ASCE. https://doi.org/10.1061/9780784481295.017.
Holdcroft, J. 2013. “Implications for union work of the trend towards precarization of work.” Int. J. Labour Res. 5 (1): 41–57.
Hovnanian, G., R. Luby, and S. Peloquin. 2022. “Bridging the labor mis-match in US construction.” McKinsey & Company. Accessed March 28, 2022. https://www.mckinsey.com/business-functions/operations/our-insights/bridging-the-labor-mismatch-in-us-construction.
Hwang, B. G., and E. S. J. Lim. 2013. “Critical success factors for key project players and objectives: Case study of Singapore.” J. Constr. Eng. Manage. 139 (2): 204–215. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000597.
Illingworth, J. R. 2000. Construction methods and planning. 2nd ed. London: E and FN Spon.
Inshyn, M., V. Bontlab, R. Cherneha, D. Tkachenko, and V. Melnyk. 2021. “Protection of workers’ rights in the processing industry.” J. Leg. Aff. Dispute Resolut. Eng. Constr. 13 (3): 03121002. https://doi.org/10.1061/(ASCE)LA.1943-4170.0000462.
Jaapar, A., and J. V. Torrence. 2009. “Contribution of value management to the Malaysian construction industry: A new insight.” In Proc., Int. Conf. of Construction Industry, 1–9. Tashkent, Uzbekistan: Univ. Bung Hatta. https://doi.org/10.1016/j.sbspro.2012.02.146.
Jarkas, A. M. 2012. “Buildability factors influencing concreting labor productivity.” J. Constr. Eng. Manage. 138 (1): 89–97. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000404.
Kaming, P. F., P. O. Olomolaiye, G. D. Holt, and F. C. Harris. 1997. “Factors influencing construction time and cost overruns on high-rise projects in Indonesia.” Constr. Manage. Econ. 15 (1): 83–94. https://doi.org/10.1080/014461997373132.
Kashiwagi, D. T., and S. Massner. 2002. “Solving the construction craftperson skill shortage problem through construction undergraduate and graduate education.” In Proc., 38th Annual Conf., 165–176. Philadelphia, PA: Taylor & Francis.
Ketchman, K. J., D. R. Riley, V. Khanna, and M. M. Bilec. 2018. “Survey of homeowners’ motivations for the adoption of energy efficiency measures: Evaluating a holistic energy assessment program.” J. Archit. Eng. 24 (4): 04018024. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000310.
Kim, J. J., J. A. Miller, and S. Kim. 2020. “Cost impacts of change orders due to unforeseen existing conditions in building renovation projects.” J. Constr. Eng. Manage. 146 (8): 04020094. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001888.
Kisi, K. P., K. J. Shrestha, and R. Kayastha. 2020. “Labor shortage and safety issues in postearthquake building construction: Case study.” J. Leg. Aff. Dispute Resolut. Eng. Constr. 12 (3): 05020011. https://doi.org/10.1061/(ASCE)LA.1943-4170.0000386.
Krippendorff, K. 2013. Content analysis: An introduction to its methodology. 3rd ed. Los Angeles, CA: SAGE.
Lattouf, M. G., F. J. Srour, and I. M. Srour. 2014. “Construction workforce management strategies to reduce absenteeism: A survey study.” In Proc., Construction Research Congress 2014, 827–836. Reston, VA: ASCE. https://doi.org/10.1061/9780784413517.085.
Lindbeck, A., and D. J. Snower. 2001. “Insiders versus outsiders.” J. Econ. Perspect. 15 (1): 165–188. https://doi.org/10.1257/jep.15.1.165.
Madhulatha, T. S. 2011. “Comparison between K-means and K-medoids clustering algorithms.” In Vol. 198 of Advances in computing and information technology. ACITY 2011. Communications in computer and information science, edited by D. Wyld, C. M. Wozniak, N. Chaki, N. Meghanathan, and D. Nagamalai. Berlin: Springer. https://doi.org/10.1007/978-3-642-22555-0_48.
Marchand, T. H. 2008. “Muscles, morals and mind: Craft apprenticeship and the formation of person.” Br. J. Educ. Stud. 56 (3): 245–271. https://doi.org/10.1111/j.1467-8527.2008.00407.x.
McHugh, M. L. 2013. “The chi-square test of independence.” Biochem. Med. 23 (2): 143–149. https://doi.org/10.11613/BM.2013.018.
McTague, B., and G. Jergeas. 2002. Productivity improvements on Alberta major construction projects, construction productivity improvement report/project evaluation tool. Calgary, AB, Canada: Economic Developers Alberta.
Oh, H. J., S. Chang, and B. Ashuri. 2023. “Patterns of skill sets for multiskilled laborers based on construction job advertisements using web scraping and text analytics.” J. Manage. Eng. 39 (3): 04023009. https://doi.org/10.1061/JMENEA.MEENG-5243.
Olsen, D., M. Tatum, and C. Defnall. 2012. “How industrial contractors are handling skilled labor shortages in the United States.” In Proc., 48th ASC Annual Int. Conf., 11–14. Philadelphia, PA: Taylor & Francis.
Olsen, I. B., S. Overland, S. E. Reme, and C. Lovvik. 2015. “Exploring work-related causal attributions of common mental disorders.” J. Occup. Rehabil. 25 (3): 493–505. https://doi.org/10.1007/s10926-014-9556-z.
Ostrovsky, R., Y. Rabani, L. J. Schulman, and C. Swamy. 2013. “The effectiveness of Lloyd-type methods for the K-means problem.” J. Assoc. Comput. Mach. 59 (6): 1–22. https://doi.org/10.1145/2395116.2395117.
Pai, S. G. S., M. Sanayei, and I. F. C. Smith. 2021. “Model-class selection using clustering and classification for structural identification and prediction.” J. Comput. Civil Eng. 35 (1): 04020051. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000932.
Palaniappan, S., H. Bashford, K. Li, J. Crittenden, A. Fafitis, L. Stecker, and S. Hay. 2012. “Carbon emissions of on-site equipment use in post-tensioned slab foundation construction.” In Proc., Construction Research Congress 2012: Construction Challenges in a Flat World, 1662–1671. Reston, VA: ASCE. https://doi.org/10.1061/9780784412329.167.
Pohler, D. M., and A. A. Luchak. 2014. “Balancing efficiency, equity, and voice: The impact of unions and high-involvement work practices on work outcomes.” ILR Rev. 67 (4): 1063–1094. https://doi.org/10.1177/0019793914546295.
Porter, B. 2019. “Tips and tricks to improve survey response rate | SurveyMonkey.” Accessed November 3, 2022. https://www.surveymonkey.com/curiosity/improve-survey-response-rate/.
Ratrout, N. T. 2011. “Subtractive clustering-based K-means technique for determining optimum time-of-day breakpoints.” J. Comput. Civ. Eng. 25 (5): 380–387. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000099.
Santos, A. 2009. “Labor flexibility, legal reform and economic development.” Virginia J. Int. Law 50 (1): 2009.
Schleifer, T. C. 2002. “Degenerating image of the construction industry.” Pract. Period. Struct. Des. Constr. 7 (3): 99–102. https://doi.org/10.1061/(ASCE)1084-0680(2002)7:3(99).
Shah, C., and G. Burke. 2005. “Skills shortages: Concepts, measurement, and policy responses.” Aust. Bull. Labour 31 (1): 44–71.
Skill Signal. 2022. “The role of unions: Construction’s mental health crisis.” Accessed April 13, 2023. https://www.skillsignal.com/the-role-of-unions-constructions-mental-health-crisis/.
Slowey, K. 2016. “Construction unions: Headed for extinction or poised for a resurgence?” Accessed April 7, 2023. https://www.constructiondive.com/news/construction-unions-headed-for-extinction-or-poised-for-a-resurgence/416545/.
SPSS (Statistical Package for Social Sciences). 2021. “What statistical analysis should I use? Statistical analyses using SPSS.” In Statistical methods and data analysis. Los Angeles: Univ. of California.
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).
Stevenson, M. 2023. “Pros and cons of labor unions.” Accessed April 12, 2023. https://www.hrexchangenetwork.com/hr-compensation-benefits/articles/pros-and-cons-of-labor-unions.
Sui Pheng, L., L. Shing Hou, L. S. Pheng, and L. S. Hou. 2019. “The economy and the construction industry.” In Construction quality and the economy: A study at the firm level, 21–54. Bethesda, MD: National Library of Medicine.
Taherdoost, H. 2016. Sampling methods in research methodology; How to choose a sampling technique for research (April 10, 2016). Amsterdam, Netherlands: Elsevier. https://doi.org/10.2139/ssrn.3205035.
Teizer, J., T. Cheng, and Y. Fang. 2013. “Location tracking and data visualization technology to advance construction ironworkers’ education and training in safety and productivity.” Autom. Constr. 35 (Jun): 53–68. https://doi.org/10.1016/j.autcon.2013.03.004.
True-Funk, A., and C. Poleacovschi. 2020. “Recovery from economic shocks: Social capital’s role in economic resiliency.” In Proc., Construction Research Congress 2020: Infrastructure Systems and Sustainability, 581–589. Reston, VA: ASCE. https://doi.org/10.1061/9780784482858.063.
Vereen, S. C. 2013. “Forecasting skilled labor demand in the US construction industry.” Ph.D. dissertation, Dept. of Civil Engineering, North Carolina State Univ.
Verma, S., R. Gautam, S. Pandey, A. Mishra, and S. Shukla. 2017. “Sampling typology and techniques.” Int. J. Sci. Res. Dev. 5 (9): 33.
Votano, S., and R. Y. Sunindijo. 2014. “Client safety roles in small and medium construction projects in Australia.” J. Constr. Eng. Manage. 140 (9): 04014045. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000899.
Wang, Y., P. M. Goodrum, C. T. Haas, and R. W. Glover. 2008. “Craft training issues in American industrial and commercial construction.” J. Constr. Eng. Manage. 134 (10): 795–803. https://doi.org/10.1061/(ASCE)0733-9364(2008)134:10(795).
Watson, M. 2007. “Concerns for skills shortages in the 21st century: A review into the construction industry, Australia.” Constr. Econ. Build. 7 (1): 45–54. https://doi.org/10.5130/AJCEB.v7i1.2977.
Weil, D. 1992. “Building safety: The role of construction unions in the enforcement of OSHA.” J. Labor Res. 13 (1): 121–132. https://doi.org/10.1007/BF02685455.
Western, B., and J. Rosenfeld. 2011. “Unions, norms, and the rise in US wage inequality.” Am. Sociol. Rev. 76 (4): 513–537. https://doi.org/10.1177/0003122411414817.
Wetlesen, A. 2010. “Legal empowerment of workers in the informal economy: The case of the construction industry in Tamil Nadu, India.” J. Asian Public Policy 3 (3): 294–308. https://doi.org/10.1080/17516234.2010.536346.
Yuan, C., and H. Yang. 2019. “Research on K-value selection method of K-means clustering algorithm.” Multidiscip. Sci. J. 2 (2): 226–235. https://doi.org/10.3390/j2020016.

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Journal of Management in Engineering
Volume 40Issue 1January 2024

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Received: Apr 19, 2023
Accepted: Aug 29, 2023
Published online: Oct 30, 2023
Published in print: Jan 1, 2024
Discussion open until: Mar 30, 2024

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Tamima Elbashbishy, S.M.ASCE [email protected]
Ph.D. Student, Dept. of Civil, Architectural, and Environmental Engineering, Missouri Univ. of Science and Technology, 218 Butler-Carlton Hall, 1401 N. Pine St., Rolla, MO 65409. Email: [email protected]
Hurst-McCarthy Professor of Construction Engineering and Management, Professor of Civil Engineering, and Founding Director of the Missouri Consortium of Construction Innovation, Dept. of Civil, Architectural, and Environmental Engineering/Dept. of Engineering Management and Systems Engineering, Missouri Univ. of Science and Technology, 228 Butler-Carlton Hall, 1401 N. Pine St., Rolla, MO 65409 (corresponding author). ORCID: https://orcid.org/0000-0002-7306-6380. Email: [email protected]

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