Technical Papers
Jul 20, 2022

Major Factors Affecting Construction Waste Management in Infrastructure Projects Using Structural Equation Model

Publication: Journal of Construction Engineering and Management
Volume 148, Issue 10

Abstract

The construction industry has grown significantly to fulfill the expanding need for accommodation, facilities, welfare, and services resulting from the rapid increase in the global population. Infrastructure projects in particular facilitate transportation and services for both new and existing areas, yet they are also one of the primary producers of construction waste, which is harmful to both society and the environment. Hence, the objective of this paper is to identify the factors affecting construction waste management in infrastructure projects (CWMIIP) and study their respective impacts on construction waste management (CWM) performance. This study makes a unique contribution by not only addressing the factors that influence the development of construction wastes and their importance, but also by giving quantifiable solutions and action plans to reduce the waste. Using a literature review, 26 factors were selected as the major contributors to construction waste in infrastructure projects. An online questionnaire was then developed to collect data on the respective impacts of these factors. A total of 167 complete responses to the questionnaire were collected, and a structural equation model (SEM) was developed to quantitatively measure the impact of each factor on waste management performance. The model was validated using goodness of fit (GOF), multivariate normality, construct validity, reliability, and hypotheses analyses. The results indicate that the most significant factors affecting the generation of construction wastes are “quantity take-off error by contractor,” “unforeseen incidents damaging site and/or completed works,” “design errors,” and “extreme weather conditions damaging completed works.” The model results showed that all predefined hypotheses were supported, except for the positive effect of the logistics group, which was dropped during model development. Individual factors were also divided into groups, and the total impact of each group was assessed; the “management” group had the greatest impact, followed by “execution,” “others,” and “procurement.” Based on these findings, we make several recommendations to construction industry professionals to reduce waste and mitigate its harmful effects, such as requiring a construction waste management implementation plan before awarding a project to a contractor; engaging with project suppliers to provide execution training for contractor staff; ensuring proper implementation of health, safety, and environmental plans; and purchasing locally available materials.

Practical Applications

This research built a model based on structural equation modeling that will help researchers better understand the links between building waste management parameters. To examine the impact of each waste component on construction waste management performance, a quantitative model is built based on the data obtained. This quantitative waste management model could be used to track construction waste management performance. The findings of this study are not limited to infrastructure projects because they may be tailored to fit any project. As a result, it is recommended that project contractors and supervision consultants rely on the factors responsible for construction waste generation identified in this study to capture their actual construction waste factors. Also, having a record and log of all construction wastes generated during a project, as well as the reasons for these wastes, would help the organization improve its waste management learning curve for future projects.

Get full access to this article

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

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

Abdul Rahman, I., N. Akhir, A. Memon, and S. Nagapan. 2015. “Risk level of factors contributing to waste generation in construction phase.” In CIEC 2014. Singapore: Springer.
Abu, S., A. Abudi, and M. Bukari. 2019. “Behavioural influences on construction materials waste management in the construction industry: A study of construction firms in Ghana.” J. Emerging Trends Econ. Manage. Sci. 10 (2): 78–89.
Adewuyi, T., and M. Otali. 2013. “Evaluation of causes of construction material waste—Case of rivers state, Nigeria.” Ethiopian J. Environ. Stud. Manage. 6 (6): 746–753. https://doi.org/10.4314/ejesm.v6i6.5S.
Ajayi, S., L. Oyedele, O. Akinadé, M. Bilal, H. Alaka, and H. Owolabi. 2017. “Optimising material procurement for construction waste minimization: An exploration of success factors.” Sustainable Mater. Technol. 11 (Apr): 38–46. https://doi.org/10.1016/j.susmat.2017.01.001.
Ajayi, S., L. Oyedele, M. Bilal, O. Akinadé, H. Alaka, and H. Owolabi. 2016. “Critical management practices influencing on-site waste minimization in construction projects.” Waste Manage. (Oxford) 59 (Jan): 330–339. https://doi.org/10.1016/j.wasman.2016.10.040.
Akhund, M. A., N. Memon, T. Ali, A. Memon, and U. Imad. 2018. “A comprehensive review on waste generating attributes- way forward for Pakistan’s construction industry.” Eng. Sci. Technol. Int. Res. J. 2 (3): 1–7.
Alavi, M., D. Visentin, D. Thapa, G. Hunt, R. Watson, and C. Michelle. 2020. “Chi-square for model fit in confirmatory factor analysis.” J. Adv. Nurs. 76 (9): 2209–2211. https://doi.org/10.1111/jan.14399.
Al-Hajj, A., and K. Hamani. 2011. “Material waste in the UAE construction industry: Main causes and minimization practices.” Archit. Eng. Des. Manage. 7 (4): 221–235. https://doi.org/10.1080/17452007.2011.594576.
Al-Rifai, J., and O. Amoudi. 2016. “Understanding the key factors of construction waste in Jordan.” Jordan J. Civ. Eng. 10 (2): 244–253. https://doi.org/10.14525/JJCE.10.1.3540.
Aminu, U., N. Shafiq, A. Malakahmad, M. Nuruddin, and I. Salihi. 2016. “Ranking of principal causes of construction waste for Malaysian residential project.” In Proc., 3rd Int. Conf. on Civil, Offshore and Environmental Engineering, ICCOEE. Boca Raton, FL: CRC Press.
Bagozzi, R. P., and Y. Yi. 2012. “Specification, evaluation, and interpretation of structural equation models.” J. Acad. Marketing Sci. 40 (1): 8–34. https://doi.org/10.1007/s11747-011-0278-x.
Bajjou, M. S., and A. Chafi. 2020. “Identifying and managing critical waste factors for lean construction projects.” Eng. Manage. J. 32 (1): 2–13. https://doi.org/10.1080/10429247.2019.1656479.
Bajjou, M. S., and A. Chafi. 2021. “Exploring the critical waste factors affecting construction projects.” Eng. Constr. Archit. Manage. 26 (6): 2268–2299. https://doi.org/10.1108/ECAM-12-2020-1097.
Bakchan, A., I. Srour, G. Chehab, M. El-Fadel, and J. Karaziwan. 2016. “Behavioral determinants towards enhancing construction waste management: A Bayesian network analysis.” Resour. Conserv. Recycl. 117 (Feb): 274–284. https://doi.org/10.1016/j.resconrec.2016.10.006.
Bentler, P. M., and C. Chou. 1987. “Practical issues in structural modeling.” Sociological Methods Res. 16 (1): 78–117. https://doi.org/10.1177/0049124187016001004.
Byrne, B. M. 2010. Structural equation modeling with AMOS: Basic concepts, applications, and programming. 2nd ed. New York: Routledge Taylor, Francis Group.
Cangur, S., and I. Ercan. 2015. “Comparison of model fit indices used in structural equation modeling under multivariate normality.” J. Mod. Appl. Stat. Methods. 14 (1): 152–167. https://doi.org/10.22237/jmasm/1430453580.
Chen, F. F. 2007. “Sensitivity of goodness of fit indexes to lack of measurement invariance.” Struct. Equation Model.: Multidiscip. J. 14 (3): 464–504. https://doi.org/10.1080/10705510701301834.
Crawford, R. H., D. Mathur, and R. Gerritsen. 2017. “Barriers to improving the environmental performance of construction waste management in remote communities.” Procedia Eng. 196 (Jan): 830–837. https://doi.org/10.1016/j.proeng.2017.08.014.
Daud, K. A. M., N. Z. Khidzir, A. R. Ismail, and F. A. Abdullah. 2018. “Validity and reliability of instrument to measure social media skills among small and medium entrepreneurs at Pengkalan Datu river.” Int. J. Dev. Sustainability 7 (3): 1026–1037.
de Magalhães, R. F., Â. D. M. F. Danilevicz, and T. A. Saurin. 2017. “Reducing construction waste: A study of urban infrastructure projects.” Waste Manage. (Oxford) 67 (Sep): 265–277. https://doi.org/10.1016/j.wasman.2017.05.025.
Elizar, E., S. Suripin, and M. Wibowo. 2017. “Model of construction waste management using AMOS-SEM for Indonesian infrastructure projects.” In Vol. 138 of Proc., MATEC Web of Conf., 05005. Les Ulis, France: EDP Sciences.
Fadiya, O., P. Georgakis, and E. Chinyio. 2014. “Quantitative analysis of the sources of construction waste.” J. Constr. Eng. 2014 (Oct): 9. https://doi.org/10.1155/2014/651060.
Farrell, A. 2010. “Insufficient discriminant validity: A comment on Bove, Pervan, Beatty, and Shiu (2009).” J. Bus. Res. 63 (3): 324–327. https://doi.org/10.1016/j.jbusres.2009.05.003.
Fornell, C., and D. F. Larcker. 1981. “Evaluating structural equation models with unobservable variables and measurement error.” J. Marketing Res. 18 (1): 39–50. https://doi.org/10.1177/002224378101800104.
Gálvez-Martos, J. L., D. Styles, H. Schoenberger, and B. Zeschmar-Lahl. 2018. “Construction and demolition waste best management practice in Europe.” Resour. Conserv. Recycl. 136 (Sep): 166–178. https://doi.org/10.1016/j.resconrec.2018.04.016.
Ghafourian, K., S. Ismail, and Z. Mohamed. 2018. “Construction and demolition waste: Its origins and causes.” Adv. Sci. Lett. 24 (6): 4132–4137. https://doi.org/10.1166/asl.2018.11557.
Hair, J. F., W. C. Black, B. J. Babin, and R. E. Anderson. 2014. Multivariate data analysis. Upper Saddle River, NJ: Pearson.
Hamid, M., W. Sami, and M. Sidek. 2017. “Discriminant validity assessment: Use of Fornell, Larcker criterion versus HTMT criterion.” J. Phys. Conf. Ser. 890 (1): 012163. https://doi.org/10.1088/1742-6596/890/1/012163.
Hwang, B.-G., and Z. Yeo. 2011. “Perception on benefits of construction waste management in the Singapore construction industry.” Eng. Constr. Archit. Manage. 18 (4): 394–406. https://doi.org/10.1108/09699981111145835.
Hwui, C., and Y. Lay. 2018. “Examining the reliability and validity of research instruments using partial least squares structural equation modeling (PLS-SEM).” J. Balt. Sci. Educ. 17 (2): 239. https://doi.org/10.33225/jbse/18.17.239.
Igwe, C., F. Nasiri, and A. Hammad. 2021. “An empirical study on non-physical waste factors in the construction industry.” Eng. Constr. Archit. Manage. https://doi.org/10.1108/ECAM-02-2021-0145.
Ikau, R., C. Joseph, and R. Tawie. 2016. “Factors influencing waste generation in the construction industry in Malaysia.” Procedia - Social Behav. Sci. 234 (Oct): 11–18. https://doi.org/10.1016/j.sbspro.2016.10.213.
Islam, R., T. H. Nazifa, A. Yuniarto, A. S. Uddin, S. Salmiati, and S. Shahid. 2019. “An empirical study of construction and demolition waste generation and implication of recycling.” Waste Manage. (Oxford) 95 (Jul): 10–21. https://doi.org/10.1016/j.wasman.2019.05.049.
Jain, N., A. Shingan, and S. Paraspatki. 2016. “Construction waste minimisation and management.” Int. J. Civ. Eng. 3 (12): 22–28. https://doi.org/10.14445/23488352/IJCE-V3I12P104.
Jamaludin, A., N. Karim, N. Husna, N. Othman, and S. Malik. 2017. “Preliminary study on enhancing waste management best practice model in Malaysia construction industry.” In Vol. 1875 of Proc., AIP Conf., 030008. https://doi.org/10.1063/1.4998379.
Kabirifar, K., M. Mojtahedi, C. Wang, and V. Tam. 2020. “Construction and demolition waste management contributing factors coupled with reduce, reuse, and recycle strategies for effective waste management: A review.” J. Cleaner Prod. 263 (Aug): 121265. https://doi.org/10.1016/j.jclepro.2020.121265.
Kaliannan, S., S. Nagapan, A. H. Abdullah, S. Sohu, and A. Jhatial. 2018. “Determining root cause of construction waste generation: A global context.” Civ. Eng. J. 4 (11): 2539–2547. https://doi.org/10.28991/cej-03091179.
Khaleel, T., and A. Al-Zubaidy. 2018. “Major factors contributing to the construction waste generation in building projects of Iraq.” In Proc., 3rd Int. Conf. on Buildings, Construction and Environmental Engineering. Cairo, Egypt: Egyptian Menoufia Univ.
Kraatz, J., K. Hampson, and A. Sanchez. 2014. “The global construction industry and R&D.” In R&D investment in the global construction industry. Abingdon, Oxford: Routledge.
Kucukvar, M., G. Egilmez, and O. Tatari. 2014. “Evaluating environmental impacts of alternative construction waste management approaches using supply-chain-linked life-cycle analysis.” Waste Manage. Res. 32 (6): 500–508. https://doi.org/10.1177/0734242X14536457.
Lam, L. W. 2012. “Impact of competitiveness on salespeople’s commitment and performance.” J. Bus. Res. 65 (9): 1328–1334. https://doi.org/10.1016/j.jbusres.2011.10.026.
Li, Y., X. Zhang, G. Ding, and Z. Feng. 2016. “Developing a quantitative construction waste estimation model for building construction projects.” Resour. Conserv. Recycl. 106 (Jan): 9–20. https://doi.org/10.1016/j.resconrec.2015.11.001.
Liu, J., Y. Yi, and X. Wang. 2020. “Exploring factors influencing construction waste reduction: A structural equation modeling approach.” J. Cleaner Prod. 276 (Dec): 123185. https://doi.org/10.1016/j.jclepro.2020.123185.
Lu, W., and H. Yuan. 2010. “Exploring critical success factors for waste management in construction projects of China.” Resour. Conserv. Recycl. 55 (2): 201–208. https://doi.org/10.1016/j.resconrec.2010.09.010.
Luangcharoenrat, C., S. Intrachooto, V. Peansupap, and W. Sutthinarakorn. 2019. “Factors influencing construction waste generation in building construction: Thailand’s perspective.” Sustainability 11 (13): 3638. https://doi.org/10.3390/su11133638.
Magalhães, R., Â. Danilevicz, and T. Saurin. 2017. “Reducing construction waste: A study of urban infrastructure projects.” Waste Manage. (Oxford) 67 (Sep): 265–277. https://doi.org/10.1016/j.wasman.2017.05.025.
Matsunaga. 2010. “How to factor- analyze your data right: Do’s, don’ts, and how-to’s.” Int. J. Psychol. Res. 3 (1): 97–110. https://doi.org/10.21500/20112084.854.
Melhem, N. N., R. A. Maher, and M. Sundermeier. 2021. “Waste-based management of steel reinforcement cutting in construction projects.” J. Constr. Eng. Manage. 147 (7): 04021056. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002052.
Mubarak, S. A. 2015. Construction project scheduling and control. Hoboken, NJ: Wiley.
Nagapan, S., I. Abdul Rahman, and A. Asmi. 2011a. “Factors contributing to physical and non-physical waste generation in construction industry.” Int. J. Adv. Appl. Sci. 1 (1): 2252–8814. https://doi.org/10.11591/ijaas.v1i1.476.
Nagapan, S., I. Abdul Rahman, and A. Asmi. 2011b. “A review of construction waste cause factors.” In Proc., Asian Conf. on Real Estate: Sustainable Growth Managing Challenges (ACRE), 967–987. Kuala Lumpur, Malaysia: Asian Real Estate Society.
Nagapan, S., I. Abdul Rahman, A. Asmi, A. Memon, I. Latif, and Q. Bux. 2012a. Issues on construction waste: The need for sustainable waste management IEEE colloquium on humanities science and engineering. Kota Kinabalu: IEEE.
Nagapan, S., I. Abdul Rahman, A. Asmi, A. H. Memon, and R. Mohammad Zin. 2012b. “Identifying causes of construction waste—Case of central region of peninsula Malaysia.” Int. J. Int. Eng. 4 (2): 22–28.
Nagapan, S., S. Kaliannan, A. H. Abdullah, S. Sohu, R. Deraman, M. F. Hasmori, and N. H. Abas. 2018. “Preliminary survey on the crucial root causes of material waste generation in Malaysian construction industry.” Eng. Technol. Appl. Sci. Res. 8 (6): 3580–3584. https://doi.org/10.48084/etasr.2388.
Najafpoor, A. A., A. Zarei, F. Jamali-Behnam, M. Vahedian, and A. Zarei. 2014. “A study identifying causes of construction waste production and applying safety management on construction site.” Iran. J. Health Sci. 2 (3): 49–54. https://doi.org/10.18869/acadpub.jhs.2.3.49.
Nikmehr, B., M. R. Hosseini, M. Oraee, and N. Chileshe. 2015. “Major factors affecting waste generation on construction sites in Iran.” In Proc., 6th Int. Conf. on Engineering, Project, and Production Management (EPPM2015). Clemson, SC: Engineering Procurement and Project Management.
Omotayo, T., A. Olanipekun, L. Obi, and P. Boateng. 2020. “A systems thinking approach for incremental reduction of non-physical waste.” Built Environ. Project Asset Manage. 10 (4): 509–528. https://doi.org/10.1108/BEPAM-10-2019-0100.
Pace, M. 2019. “A correlational study on project management methodology and project success.” J. Eng. Project Prod. Manage. 9 (2): 56. https://doi.org/10.2478/jeppm-2019-0007.
Polat, G., A. Damci, H. Turkoglu, and A. Gurgun. 2017. “Identification of root causes of construction and demolition (C&D) waste: The case of Turkey.” Procedia Eng. 196 (Jan): 948–955. https://doi.org/10.1016/j.proeng.2017.08.035.
Ponnada, M., and P. Kameswari. 2015. “Construction and demolition waste management—A review.” Int. J. Adv. Sci. Technol. 84 (Nov): 19–46. https://doi.org/10.14257/ijast.2015.84.03.
Rigdon, E. 1996. “CFI versus RMSEA: A comparison of two fit indexes for structural equation modeling.” Struct. Equation Model.: Multidiscip. J. 3 (4): 369–379. https://doi.org/10.1080/10705519609540052.
Sasidharani, B., and R. Jayanthi. 2015. “Material waste management in construction industries.” Int. J. Sci. Eng. Res. 3 (5): 3221.
Schermelleh-Engel, K., H. Moosbrugger, and H. Müller. 2003. “Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures.” Methods Psychol. Res. Online 8 (2): 23–74.
Tongo, S., A. A. Oluwatayo, and B. A. Adeboye. 2020. “Factors influencing waste generation in buildings project in south-west, Nigeria.” Int. J. Waste Resour. 9 (371): 1–4. https://doi.org/10.35248/2252-5211.20.10.371.
Wahab, A. B., and A. F. Lawal. 2011. “An evaluation of waste control measures in construction industry in Nigeria.” Afr. J. Environ. Sci. Technol. 5 (3): 246–254. https://doi.org/10.5897/AJEST10.314.
Xiong, B., and M. Skitmore. 2015. “A critical review of structural equation modeling applications in construction research.” Autom. Constr. 49 (Jan): 59–70. https://doi.org/10.1016/j.autcon.2014.09.006.
Yuan, H., H. Wu, and J. Zuo. 2018. “Understanding factors influencing project managers’ behavioral intentions to reduce waste in construction projects.” J. Manage. Eng. 34 (6): 04018031. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000642.

Information & Authors

Information

Published In

Go to Journal of Construction Engineering and Management
Journal of Construction Engineering and Management
Volume 148Issue 10October 2022

History

Received: Aug 20, 2021
Accepted: May 2, 2022
Published online: Jul 20, 2022
Published in print: Oct 1, 2022
Discussion open until: Dec 20, 2022

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Khalid K. Naji, Ph.D., A.M.ASCE [email protected]
Associate Professor, Dept. of Civil Engineering, Qatar Univ., Doha 2713, Qatar. Email: [email protected]
Professor, Dept. of Civil Engineering, Qatar Univ., Doha 2713, Qatar (corresponding author). ORCID: https://orcid.org/0000-0003-2602-3318. Email: [email protected]
Munther Farouq Hamaidi [email protected]
Graduate Student, Dept. of Civil Engineering, Qatar Univ., Doha 2713, Qatar. 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

  • Exploring the Impact of the Integrity Climate on Integrity Violations in Public Procurement: A Partial Least Square Structural Equation Modeling Approach, Journal of Legal Affairs and Dispute Resolution in Engineering and Construction, 10.1061/JLADAH.LADR-1012, 16, 1, (2024).
  • Unlocking Productivity: Revealing Waste and Hidden Disturbances Impacting MEP Workers, Journal of Construction Engineering and Management, 10.1061/JCEMD4.COENG-14204, 150, 9, (2024).
  • Modeling the Capabilities of High-Performing Project Management Offices in General Contracting Companies, Project Management Journal, 10.1177/87569728221148666, (875697282211486), (2023).
  • Examining the Effect of Material Management Practices on Material Availability and Waste Reduction in Construction Projects, Journal of Construction Engineering and Management, 10.1061/JCEMD4.COENG-13589, 149, 8, (2023).

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