IDEAS home Printed from https://ideas.repec.org/a/eee/recore/v117y2017ipbp274-284.html
   My bibliography  Save this article

Behavioral determinants towards enhancing construction waste management: A Bayesian Network analysis

Author

Listed:
  • Bakshan, Amal
  • Srour, Issam
  • Chehab, Ghassan
  • El-Fadel, Mutasem
  • Karaziwan, Jalal

Abstract

In this study, a Bayesian Network analysis is used to define causal behavioral determinants towards improving practices in construction waste management (CWM). For this purpose, a structured survey questionnaire was developed and administered to field workers at construction projects. The collected data was used to develop a probabilistic relational model with single- and multi-factor analysis to assess conditional probabilities underlying various determinants. The results indicate that behavior is highly influenced by attitude, past experience, and social pressure with 21, 20, and 10% higher chance of improvement by these factors, respectively. Behavior in CWM appears to be more sensitive to changes in personal factors such as attitude than corporate factors such as training. When simultaneously controlling all factors, the behavior is improved with personal factors by 9% more than with corporate factors. Additionally, it was found that the probability of having effective CWM practices on-site reaches 83% when workers have a positive attitude towards waste management, are well experienced in CWM practices, and are influenced by social pressure. Achieving this result also requires independency at work and availability of training sessions. The model raises the awareness of construction stakeholders about factors influencing workers’ behavior towards CWM and presents quantified strategies that increase the chances of minimizing the generation of construction waste. It can serve as a motivation and a decision support tool for adopting and implementing sustainable CWM practices.

Suggested Citation

  • Bakshan, Amal & Srour, Issam & Chehab, Ghassan & El-Fadel, Mutasem & Karaziwan, Jalal, 2017. "Behavioral determinants towards enhancing construction waste management: A Bayesian Network analysis," Resources, Conservation & Recycling, Elsevier, vol. 117(PB), pages 274-284.
    • Handle: RePEc:eee:recore:v:117:y:2017:i:pb:p:274-284
    DOI: 10.1016/j.resconrec.2016.10.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921344916302890
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resconrec.2016.10.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Helen Lingard & Peter Graham & Guinevere Smithers, 2000. "Employee perceptions of the solid waste management system operating in a large Australian contracting organization: implications for company policy implementation," Construction Management and Economics, Taylor & Francis Journals, vol. 18(4), pages 383-393.
    2. Bakshan, Amal & Srour, Issam & Chehab, Ghassan & El-Fadel, Mutasem, 2015. "A field based methodology for estimating waste generation rates at various stages of construction projects," Resources, Conservation & Recycling, Elsevier, vol. 100(C), pages 70-80.
    3. Udawatta, Nilupa & Zuo, Jian & Chiveralls, Keri & Zillante, George, 2015. "Improving waste management in construction projects: An Australian study," Resources, Conservation & Recycling, Elsevier, vol. 101(C), pages 73-83.
    4. M. M. M. Teo & M. Loosemore, 2001. "A theory of waste behaviour in the construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 19(7), pages 741-751.
    5. Lu, Weisheng & Yuan, Hongping, 2010. "Exploring critical success factors for waste management in construction projects of China," Resources, Conservation & Recycling, Elsevier, vol. 55(2), pages 201-208.
    6. Nuria Calvo & Laura Varela-Candamio & Isabel Novo-Corti, 2014. "A Dynamic Model for Construction and Demolition (C&D) Waste Management in Spain: Driving Policies Based on Economic Incentives and Tax Penalties," Sustainability, MDPI, vol. 6(1), pages 1-20, January.
    7. Shaw, Peter J., 2008. "Nearest neighbour effects in kerbside household waste recycling," Resources, Conservation & Recycling, Elsevier, vol. 52(5), pages 775-784.
    8. Begum, Rawshan Ara & Siwar, Chamhuri & Pereira, Joy Jacqueline & Jaafar, Abdul Hamid, 2009. "Attitude and behavioral factors in waste management in the construction industry of Malaysia," Resources, Conservation & Recycling, Elsevier, vol. 53(6), pages 321-328.
    9. Sidique, Shaufique F. & Joshi, Satish V. & Lupi, Frank, 2010. "Factors influencing the rate of recycling: An analysis of Minnesota counties," Resources, Conservation & Recycling, Elsevier, vol. 54(4), pages 242-249.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bo Yu & Jiayuan Wang & Ying Liao & Huanyu Wu & Aslan B. Wong, 2021. "Determinants Affecting Purchase Willingness of Contractors towards Construction and Demolition Waste Recycling Products: An Empirical Study in Shenzhen, China," IJERPH, MDPI, vol. 18(9), pages 1-20, April.
    2. Jianguo Chen & Yangyue Su & Hongyun Si & Jindao Chen, 2018. "Managerial Areas of Construction and Demolition Waste: A Scientometric Review," IJERPH, MDPI, vol. 15(11), pages 1-20, October.
    3. Phyllis Rumbidzai Kwenda & Gareth Lagerwall & Sibel Eker & Bas van Ruijven, 2022. "Identifying the Leverage Points in the Household Solid Waste Management System for Harare, Zimbabwe, Using Network Analysis Techniques," Sustainability, MDPI, vol. 14(19), pages 1-20, September.
    4. Oluwole Abayomi Soyinka & Mesthrige Jayantha Wadu & Udara Willhelm Abeydera Lebunu Hewage & Timo Olugbenga Oladinrin, 2023. "Scientometric review of construction demolition waste management: a global sustainability perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 10533-10565, October.
    5. Yu, Mengyan & Umair, Muhammad & Oskenbayev, Yessengali & Karabayeva, Zhаnsaya, 2023. "Exploring the nexus between monetary uncertainty and volatility in global crude oil: A contemporary approach of regime-switching," Resources Policy, Elsevier, vol. 85(PB).
    6. Zezhou Wu & Ann T.W. Yu & Chi Sun Poon, 2020. "Promoting effective construction and demolition waste management towards sustainable development: A case study of Hong Kong," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1713-1724, November.
    7. Ying Sun & Zhaolin Gu, 2022. "Implementation of Construction Waste Recycling under Construction Sustainability Incentives: A Multi-Agent Stochastic Evolutionary Game Approach," Sustainability, MDPI, vol. 14(6), pages 1-21, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Udawatta, Nilupa & Zuo, Jian & Chiveralls, Keri & Zillante, George, 2015. "Improving waste management in construction projects: An Australian study," Resources, Conservation & Recycling, Elsevier, vol. 101(C), pages 73-83.
    2. Esa, Mohd Reza & Halog, Anthony & Rigamonti, Lucia, 2017. "Strategies for minimizing construction and demolition wastes in Malaysia," Resources, Conservation & Recycling, Elsevier, vol. 120(C), pages 219-229.
    3. Wang, Jiayuan & Li, Zhengdao & Tam, Vivian W.Y., 2014. "Critical factors in effective construction waste minimization at the design stage: A Shenzhen case study, China," Resources, Conservation & Recycling, Elsevier, vol. 82(C), pages 1-7.
    4. Jiménez-Rivero, Ana & García-Navarro, Justo, 2017. "Exploring factors influencing post-consumer gypsum recycling and landfilling in the European Union," Resources, Conservation & Recycling, Elsevier, vol. 116(C), pages 116-123.
    5. Li, Mei & Yang, Jay, 2014. "Critical factors for waste management in office building retrofit projects in Australia," Resources, Conservation & Recycling, Elsevier, vol. 93(C), pages 85-98.
    6. Gangolells, Marta & Casals, Miquel & Forcada, Núria & Macarulla, Marcel, 2014. "Analysis of the implementation of effective waste management practices in construction projects and sites," Resources, Conservation & Recycling, Elsevier, vol. 93(C), pages 99-111.
    7. Villoria Saez, Paola & del Río Merino, Mercedes & San-Antonio González, Alicia & Porras-Amores, César, 2013. "Best practice measures assessment for construction and demolition waste management in building constructions," Resources, Conservation & Recycling, Elsevier, vol. 75(C), pages 52-62.
    8. Heni Fitriani & Saheed Ajayi & Sunkuk Kim, 2022. "Analysis of the Underlying Causes of Waste Generation in Indonesia’s Construction Industry," Sustainability, MDPI, vol. 15(1), pages 1-18, December.
    9. Vivian Tam & C. M. Tam & L. Y. Shen & S. X. Zeng & C. M. Ho, 2006. "Environmental performance assessment: perceptions of project managers on the relationship between operational and environmental performance indicators," Construction Management and Economics, Taylor & Francis Journals, vol. 24(3), pages 287-299.
    10. Gi-Wook Cha & Young-Chan Kim & Hyeun Jun Moon & Won-Hwa Hong, 2017. "The Effects of Data Collection Method and Monitoring of Workers’ Behavior on the Generation of Demolition Waste," IJERPH, MDPI, vol. 14(10), pages 1-14, October.
    11. Aphale, Omkar & Thyberg, Krista L. & Tonjes, David J., 2015. "Differences in waste generation, waste composition, and source separation across three waste districts in a New York suburb," Resources, Conservation & Recycling, Elsevier, vol. 99(C), pages 19-28.
    12. Struk, Michal, 2017. "Distance and incentives matter: The separation of recyclable municipal waste," Resources, Conservation & Recycling, Elsevier, vol. 122(C), pages 155-162.
    13. Dongliang Zhang & Guangqing Huang & Xiaoling Yin & Qinghua Gong, 2015. "Residents’ Waste Separation Behaviors at the Source: Using SEM with the Theory of Planned Behavior in Guangzhou, China," IJERPH, MDPI, vol. 12(8), pages 1-17, August.
    14. Park, Joo Young, 2014. "Assessing determinants of industrial waste reuse: The case of coal ash in the United States," Resources, Conservation & Recycling, Elsevier, vol. 92(C), pages 116-127.
    15. Mekhala Kaluarachchi & Anuradha Waidyasekara & Raufdeen Rameezdeen & Nicholas Chileshe, 2021. "Mitigating Dust Pollution from Construction Activities: A Behavioural Control Perspective," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
    16. Byrne, Susan & O’Regan, Bernadette, 2014. "Attitudes and actions towards recycling behaviours in the Limerick, Ireland region," Resources, Conservation & Recycling, Elsevier, vol. 87(C), pages 89-96.
    17. Jianguo Chen & Yangyue Su & Hongyun Si & Jindao Chen, 2018. "Managerial Areas of Construction and Demolition Waste: A Scientometric Review," IJERPH, MDPI, vol. 15(11), pages 1-20, October.
    18. Casanovas-Rubio, Maria del Mar & Ramos, Gonzalo, 2017. "Decision-making tool for the assessment and selection of construction processes based on environmental criteria: Application to precast and cast-in-situ alternatives," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 107-117.
    19. Noushin Islam & Malindu Sandanayake & Shobha Muthukumaran & Dimuth Navaratna, 2024. "Review on Sustainable Construction and Demolition Waste Management—Challenges and Research Prospects," Sustainability, MDPI, vol. 16(8), pages 1-30, April.
    20. Zhikun Ding & Xinyue Huang & Xinrui Wang & Qiaohui Chen & Jiasheng Zhang & Zezhou Wu, 2024. "Investigating the Determinants of Construction Stakeholders’ Intention to Use Construction and Demolition Waste Recycling Products Based on the S-O-R Model in China," Sustainability, MDPI, vol. 16(6), pages 1-17, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:recore:v:117:y:2017:i:pb:p:274-284. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Kai Meng (email available below). General contact details of provider: https://www.journals.elsevier.com/resources-conservation-and-recycling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.