Technical Papers
Feb 15, 2022

Effectiveness of Interventions for Controlling COVID-19 Transmission between Construction Workers and Their Close Contacts

Publication: Journal of Management in Engineering
Volume 38, Issue 3

Abstract

The insufficiency of continued nonpharmaceutical interventions (NPIs) and ongoing vaccination programs continues to pose challenges in recovering from the COVID-19 pandemic. Before herd immunity, controlling at-risk and vulnerable groups in combination with vaccination plans is strongly recommended. The construction industry is especially vulnerable to the negative impacts of COVID-19 as illustrated by frequent relevant clusters globally and given the manual labor performed by construction workers in close physical proximity, which increases the likelihood of exposure. To gain insights into the transmission dynamics of COVID-19 to inform the establishment of effective and targeted NPIs in the construction industry, a dual-community model was developed that includes the susceptible–exposed–infectious/asymptomatic–hospitalized–recovered–pathogen (SEI/AHR-P) model for construction workers and the susceptible–exposed–infectious/asymptomatic–hospitalized–recovered (SEI/AHR) model for their close contacts. The results of our sensitivity analysis corroborate previous findings that close contacts are significant participants in the spread of the infection. However, the contributions of indirect transmission pathways at a construction site were found to be weak, suggesting the need for further study given conflicting results in other research. Based on the parameters identified as significant in the sensitivity analyses, 28 NPI scenarios were devised to analyze the total attack rate (TAR) and duration of an outbreak (DO). The scenario in which exposed individuals are controlled in terms of close contacts performs best, reducing the TAR with 25% absolute efficiency (AE) and decreasing the DO in the whole population by 1.8 days. In addition to NPIs, both construction workers and their close contacts are suggested to get vaccinated. Vaccination of all construction workers would lead to a lower TAR compared to vaccination of only 15% of both construction workers and their close contacts. Vaccination of all construction workers along with at least 67% of their close contacts can extinguish an ongoing wave.

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Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

References

Alsharef, A., S. Banerjee, S. M. Uddin, A. Albert, and E. Jaselskis. 2021. “Early impacts of the COVID-19 pandemic on the United States construction industry.” Int. J. Environ. Res. Public Health 18 (4): 1559. https://doi.org/10.3390/ijerph18041559.
Anderson, R. M., C. Vegvari, J. Truscott, and B. S. Collyer. 2020. “Challenges in creating herd immunity to SARS-CoV-2 infection by mass vaccination.” Lancet 396 (10263): 1614–1616. https://doi.org/10.1016/S0140-6736(20)32318-7.
Assaad, R., and I. H. El-adaway. 2021. “Guidelines for responding to COVID-19 pandemic: Best practices, impacts, and future research directions.” J. Manage. Eng. 37 (3): 06021001. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000906.
Azimi, P., Z. Keshavarz, J. G. C. Laurent, B. Stephens, and J. G. Allen. 2021. “Mechanistic transmission modeling of COVID-19 on the diamond princess cruise ship demonstrates the importance of aerosol transmission.” Proc. Natl. Acad. Sci. 118 (8): e2015482118. https://doi.org/10.1073/pnas.2015482118.
Bartsch, S. M., et al. 2020. “Vaccine efficacy needed for a COVID-19 coronavirus vaccine to prevent or stop an epidemic as the sole intervention.” Am. J. Preventative Med. 59 (4): 493–503. https://doi.org/10.1016/j.amepre.2020.06.011.
Biswas, A., A. Ghosh, A. Kar, T. Mondal, B. Ghosh, and P. K. Bardhan. 2021. “The impact of COVID-19 in the construction sector and its remedial measures.” J. Phys. Conf. Ser. 1797 (1): 012054. https://doi.org/10.1088/1742-6596/1797/1/012054.
Bulfone, T. C., M. Malekinejad, G. W. Rutherford, and N. Razani. 2021. “Outdoor transmission of SARS-CoV-2 and other respiratory viruses: A systematic review.” J. Infect. Dis. 223 (4): 550–561. https://doi.org/10.1093/infdis/jiaa742.
Campbell, F., et al. 2021. “Increased transmissibility and global spread of SARS-CoV-2 variants of concern as at June 2021.” Eurosurveillance 26 (24): 2100509. https://doi.org/10.2807/1560-7917.ES.2021.26.24.2100509.
D’Arienzo, M., and A. Coniglio. 2020. “Assessment of the SARS-CoV-2 basic reproduction number, R0, based on the early phase of COVID-19 outbreak in Italy.” Biosaf. Health 2 (2): 57–59. https://doi.org/10.1016/j.bsheal.2020.03.004.
del Rio-Chanona, R. M., P. Mealy, A. Pichler, F. Lafond, and J. D. Farmer. 2020. “Supply and demand shocks in the COVID-19 pandemic: An industry and occupation perspective.” Supplement, Oxford Rev. Econ. Policy 36 (S1): S94–S137. https://doi.org/10.1093/oxrep/graa033.
Department of Health. 2021. “Latest situation of cases of COVID-19 (as of 23 March 2021).” Accessed March 23, 2021. https://www.chp.gov.hk/files/pdf/local_situation_covid19_en.pdf.
Eikenberry, S. E., M. Mancuso, E. Iboi, T. Phan, K. Eikenberry, Y. Kuang, E. Kostelich, and A. B. Gumel. 2020. “To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic.” Infect. Dis. Modell. 5 (Jan): 293–308. https://doi.org/10.1016/j.idm.2020.04.001.
Ivanov, D. 2020. “Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case.” Transp. Res. Part E Logist. Transp. Rev. 136 (Apr): 101922. https://doi.org/10.1016/j.tre.2020.101922.
Kermack, W. O., and A. G. McKendrick. 1927. “A contribution to the mathematical theory of epidemics.” Proc. R. Soc. London, Ser. A 115 (772): 700–721. https://doi.org/10.1098/rspa.1927.0118.
Kim, S., M. Kong, J. Choi, S. Han, H. Baek, and T. Hong. 2021. “Feasibility analysis of COVID-19 response guidelines at construction sites in South Korea using CYCLONE in terms of cost and time.” J. Manage. Eng. 37 (5): 04021048. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000957.
Leclerc, Q. J., N. M. Fuller, L. E. Knight, S. Funk, G. M. Knight, and CMMID COVID-19 Working Group. 2020. “What settings have been linked to SARS-CoV-2 transmission clusters?” Wellcome Open Res 5: 83. https://doi.org/10.12688/wellcomeopenres.15889.2.
Li, Q., et al. 2020. “Early transmission dynamics in Wuhan, China, of novel coronavirus–infected pneumonia.” N. Engl. J. Med. 382 (Jan): 1199–1207. https://doi.org/10.1056/NEJMoa2001316.
Li, Y., et al. 2021. “Probable airborne transmission of SARS-CoV-2 in a poorly ventilated restaurant.” Build. Environ. 196 (Jun): 107788. https://doi.org/10.1016/j.buildenv.2021.107788.
Liang, S., H. C. Hapuarachchi, J. Rajarethinam, C. Koo, C.-S. Tang, C.-S. Chong, L.-C. Ng, and G. Yap. 2018. “Construction sites as an important driver of dengue transmission: Implications for disease control.” BMC Infect. Dis. 18 (1): 1–10. https://doi.org/10.1186/s12879-018-3311-6.
Lin, Q., et al. 2020. “A conceptual model for the coronavirus disease 2019 (COVID-19) outbreak in Wuhan, China with individual reaction and governmental action.” Int. J. Inf. Dis. 93 (Apr): 211–216. https://doi.org/10.1016/j.ijid.2020.02.058.
Liu, X., et al. 2021. “Dengue fever transmission between a construction site and its surrounding communities in China.” Parasites Vectors 14 (1): 1–14. https://doi.org/10.1186/s13071-020-04463-x.
Luo, H., J. Liu, C. Li, K. Chen, and M. Zhang. 2020. “Ultra-rapid delivery of specialty field hospitals to combat COVID-19: Lessons learned from the leishenshan hospital project in Wuhan.” Autom. Constr. 119 (Nov): 103345. https://doi.org/10.1016/j.autcon.2020.103345.
Marsh & McLennan Companies, Inc. 2020. “Five ways COVID-19 has impacted construction companies.” Accessed April 5, 2021. https://www.marsh.com/hk/en/insights/risk-in-context/five-ways-covid-19-has-impacted-construction-companies.html.
Mo, B., K. Feng, Y. Shen, C. Tam, D. Li, Y. Yin, and J. Zhao. 2021. “Modeling epidemic spreading through public transit using time-varying encounter network.” Transp. Res. Part C Emerging Technol. 122 (Jan): 102893. https://doi.org/10.1016/j.trc.2020.102893.
Moore, S., E. M. Hill, M. J. Tildesley, L. Dyson, and M. J. Keeling. 2021. “Vaccination and non-pharmaceutical interventions for COVID-19: A mathematical modelling study.” Lancet Infect. Dis. 21 (6): 793–802. https://doi.org/10.1016/S1473-3099(21)00143-2.
Musa, S. S., S. Zhao, H.-S. Chan, Z. Jin, and D. He. 2019. “A mathematical model to study the 2014–2015 large-scale dengue epidemics in Kaohsiung and Tainan cities in Taiwan, China.” Math. Biosci. Eng. 16 (5): 3841–3863. https://doi.org/10.3934/mbe.2019190.
Mwalili, S., M. Kimathi, V. Ojiambo, D. Gathungu, and R. Mbogo. 2020. “Seir model for COVID-19 dynamics incorporating the environment and social distancing.” BMC Res. Notes 13 (1): 1–5. https://doi.org/10.1186/s13104-020-05192-1.
Pirzadeh, P., and H. Lingard. 2021. “Working from home during the COVID-19 pandemic: Health and well-being of project-based construction workers.” J. Constr. Eng. Manage. 147 (6): 04021048. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002102.
Population Reference Bureau. 2020. “Average household size.” Accessed October 7, 2021. https://www.prb.org/international/indicator/hh-size-av/map/country/.
Qian, H., T. Miao, L. Liu, X. Zheng, D. Luo, and Y. Li. 2021a. “Indoor transmission of SARS-CoV-2.” Indoor Air 31 (3): 639–645. https://doi.org/10.1111/ina.12766.
Qian, X., L. Sun, and S. V. Ukkusuri. 2021b. “Scaling of contact networks for epidemic spreading in urban transit systems.” Sci. Rep. 11 (1): 1–12. https://doi.org/10.1038/s41598-021-83878-7.
Richard, M., et al. 2020. “SARS-CoV-2 is transmitted via contact and via the air between ferrets.” Nat. Commun. 11 (1): 1–6. https://doi.org/10.1038/s41467-020-17367-2.
Rothe, C., et al. 2020. “Transmission of 2019-nCoV infection from an asymptomatic contact in Germany.” N. Engl. J. Med. 382 (10): 970–971. https://doi.org/10.1056/NEJMc2001468.
Senatore, V., T. Zarra, A. Buonerba, K.-H. Choo, S. W. Hasan, G. Korshin, C.-W. Li, M. Ksibi, V. Belgiorno, and V. Naddeo. 2021. “Indoor versus outdoor transmission of SARS-CoV-2: Environmental factors in virus spread and underestimated sources of risk.” Euro-Mediterr. J. Environ. Integr. 6 (1): 1–9. https://doi.org/10.1007/s41207-021-00243-w.
Simpeh, F., and C. Amoah. 2021. “Assessment of measures instituted to curb the spread of COVID-19 on construction site.” Int. J. Construct. Manage. 21 (12): 1–19. https://doi.org/10.1080/15623599.2021.1874678.
Sobol, I. M. 2001. “Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates.” Math. Comput. Simul. 55 (1–3): 271–280. https://doi.org/10.1016/S0378-4754(00)00270-6.
Tan, T., G. Mills, J. Hu, and E. Papadonikolaki. 2021. “Integrated approaches to design for manufacture and assembly: A case study of Huoshenshan Hospital to combat COVID-19 in Wuhan, China.” J. Manage. Eng. 37 (6): 05021007. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000972.
Tang, B., X. Wang, Q. Li, N. L. Bragazzi, S. Tang, Y. Xiao, and J. Wu. 2020. “Estimation of the transmission risk of the 2019-nCoV and its implication for public health interventions.” J. Clin. Med. 9 (2): 462. https://doi.org/10.3390/jcm9020462.
The Government of the Hong Kong Special Administrative Region. 2020. “Stepping up testing and continuation of targeted group testing scheme.” Accessed May 12, 2021. https://www.info.gov.hk/gia/general/202009/19/P2020091900029.htm.
The Government of the Hong Kong Special Administrative Region. 2021. “Free COVID-19 testing service provided for targeted groups at community testing centres.” Accessed May 20, 2021. https://www.info.gov.hk/gia/general/202105/15/P2021051500504.htm?fontSize=1.
van den Driessche, P., and J. Watmough. 2002. “Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission.” Math. Biosci. 180 (1–2): 29–48. https://doi.org/10.1016/S0025-5564(02)00108-6.
Wang, W., Y. Fu, J. Gao, K. Shang, S. Gao, J. Xing, G. Ni, Z. Yuan, Y. Qiao, and L. Mi. 2021. “How the COVID-19 outbreak affected organizational citizenship behavior in emergency construction megaprojects: Case study from two emergency hospital projects in Wuhan, China.” J. Manage. Eng. 37 (3): 04021008. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000922.
Weeden, K. A., and B. Cornwell. 2020. “The small-world network of college classes: Implications for epidemic spread on a university campus.” Sociological Sci. 7 (9): 222–241. https://doi.org/10.15195/v7.a9.
WHO (World Health Organization). 2020a. Contact tracing in the context of COVID-19: Interim guidance, 10 May 2020. Geneva: WHO.
WHO (World Health Organization). 2020b. Pandemic fatigue: Reinvigorating the public to prevent COVID-19: Policy framework for supporting pandemic prevention and management: Revised version November 2020. Geneva: WHO, Regional Office for Europe.
WHO (World Health Organization). 2021a. “WHO coronavirus (COVID-19) dashboard.” Accessed August 31, 2021. https://covid19.who.int/.
WHO (World Health Organization). 2021b. “WHO validates Sinovac COVID-19 vaccine for emergency use and issues interim policy recommendations.” Accessed July 1, 2021. https://www.who.int/news/item/01-06-2021-who-validates-sinovac-covid-19-vaccine-for-emergency-use-and-issues-interim-policy-recommendations.
Wu, J. T., K. Leung, and G. M. Leung. 2020. “Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: A modelling study.” Lancet 395 (10225): 689–697. https://doi.org/10.1016/S0140-6736(20)30260-9.
Xiang, Y., Y. Jia, L. Chen, L. Guo, B. Shu, and E. Long. 2021. “COVID-19 epidemic prediction and the impact of public health interventions: A review of COVID-19 epidemic models.” Infect. Dis. Modell. 6 (Jan): 324–342. https://doi.org/10.1016/j.idm.2021.01.001.
Xiao, Y., M. Yang, Z. Zhu, H. Yang, L. Zhang, and S. Ghader. 2021. “Modeling indoor-level non-pharmaceutical interventions during the COVID-19 pandemic: A pedestrian dynamics-based microscopic simulation approach.” Transport Policy 109 (Aug): 12–23. https://doi.org/10.1016/j.tranpol.2021.05.004.
Xie, C., et al. 2020. “The evidence of indirect transmission of SARS-CoV-2 reported in Guangzhou, China.” BMC Public Health 20 (1): 1–9. https://doi.org/10.1186/s12889-020-09296-y.
Zhang, X.-Y., M. N. Trame, L. J. Lesko, and S. Schmidt. 2015. “Sobol sensitivity analysis: A tool to guide the development and evaluation of systems pharmacology models.” CPT: Pharmacometrics Syst. Pharmacol. 4 (2): 69–79. https://doi.org/10.1002/psp4.6.

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Go to Journal of Management in Engineering
Journal of Management in Engineering
Volume 38Issue 3May 2022

History

Received: Sep 6, 2021
Accepted: Dec 20, 2021
Published online: Feb 15, 2022
Published in print: May 1, 2022
Discussion open until: Jul 15, 2022

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Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Hong Kong Polytechnic Univ., 181 Chatham Rd. South, Kowloon, Hong Kong. Email: [email protected]
Associate Professor, Dept. of Civil and Environmental Engineering, Hong Kong Polytechnic Univ., 181 Chatham Rd. South, Kowloon, Hong Kong (corresponding author). ORCID: https://orcid.org/0000-0002-7232-9839. Email: [email protected]
Clara Man Cheung, M.ASCE [email protected]
Senior Lecturer, School of Mechanical, Aerospace, and Civil Engineering, Univ. of Manchester, Pariser Bldg., Manchester M1 7JR, UK. Email: [email protected]
Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Hong Kong Polytechnic Univ., 181 Chatham Rd. South, Kowloon, Hong Kong. ORCID: https://orcid.org/0000-0002-2399-4592. Email: [email protected]

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Cited by

  • Identifying Potential Superspreaders of Airborne Infectious Diseases in Construction Projects, Journal of Management in Engineering, 10.1061/JMENEA.MEENG-5497, 39, 6, (2023).
  • Uncovering Construction Site–Specific Transmission Patterns of COVID-19: A Spatiotemporal Connectivity Analysis in Hong Kong, Journal of Management in Engineering, 10.1061/(ASCE)ME.1943-5479.0001100, 39, 1, (2023).

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