IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i9p7150-d1132115.html
   My bibliography  Save this article

Improving the Model for Estimating the Number of Construction Workers for Apartment Construction

Author

Listed:
  • Hyeongjun Mun

    (Department of Safety Engineering, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea)

  • Jaewook Jeong

    (Department of Safety Engineering, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea)

  • Jaemin Jeong

    (Department of Safety Engineering, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea)

Abstract

Because the construction industry is labor-intensive, predicting the number of workers is important for estimating various factors that influence construction, such as the construction worker fatality rate and construction financing plan. In South Korea, the number of full-time workers is estimated based on the total construction cost; however, this estimation method does not reflect the characteristics of specific construction types. This study presents a simple model that uses real data to predict the number of construction workers and calculates correction factors in two ways to improve reliability. This study involved three steps: (1) collecting data, (2) calculating and validating the estimated labor rate, and (3) calculating correction factors. The model predicted the number of workers with an average error rate of 7.60% without correction factors. To improve reliability, this research suggests two-way correction factors, and the results show that correction factor one reduces the average error rate to 0.06% and correction factor two reduces the average error rate to 0.00%. The proposed model can be used for estimating project costs and predicting construction worker fatalities for a project.

Suggested Citation

  • Hyeongjun Mun & Jaewook Jeong & Jaemin Jeong, 2023. "Improving the Model for Estimating the Number of Construction Workers for Apartment Construction," Sustainability, MDPI, vol. 15(9), pages 1-17, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7150-:d:1132115
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/9/7150/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/9/7150/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yukyung Shim & Jaemin Jeong & Jaewook Jeong & Jaehyun Lee & Yongwoo Kim, 2022. "Comparative Analysis of the National Fatality Rate in Construction Industry Using Time-Series Approach and Equivalent Evaluation Conditions," IJERPH, MDPI, vol. 19(4), pages 1-20, February.
    2. Akintola Akintoye, 2000. "Analysis of factors influencing project cost estimating practice," Construction Management and Economics, Taylor & Francis Journals, vol. 18(1), pages 77-89.
    Full references (including those not matched with items on IDEAS)

    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. Wei Wang & Shoujian Zhang & Yikun Su & Xinyang Deng, 2019. "An Empirical Analysis of the Factors Affecting the Adoption and Diffusion of GBTS in the Construction Market," Sustainability, MDPI, vol. 11(6), pages 1-24, March.
    2. Hai Pham & Soo-Yong Kim & Truong-Van Luu, 2020. "Managerial perceptions on barriers to sustainable construction in developing countries: Vietnam case," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 2979-3003, April.
    3. Yi, Liqi & Li, Tao & Zhang, Ting, 2021. "Optimal investment selection of regional integrated energy system under multiple strategic objectives portfolio," Energy, Elsevier, vol. 218(C).
    4. 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.
    5. Nyoni, Thabani, 2019. "Cost overrun factors in construction industry: a case of Zimbabwe," MPRA Paper 96788, University Library of Munich, Germany.
    6. Ting Wang & Emmanuel Kingsford Owusu & Qinghua He & Zidan Tian & Dong Wu, 2022. "Empirical Assessments of the Determinants of Construction Megaprojects’ Success: Evidence from China," Sustainability, MDPI, vol. 14(22), pages 1-20, November.
    7. Adrian Sfichi & Eduard Zadobrischi & Narcisa Sfichi & Marian Bădeliță & Mihai Medrihan, 2022. "Utility of Sharing Economy Principles in the Development of Applications Dedicated to Construction Cost Estimation," Future Internet, MDPI, vol. 15(1), pages 1-26, December.
    8. Wu, Yunna & Zhang, Ting & Xu, Chuanbo & Zhang, Xiaoyu & Ke, Yiming & Chu, Han & Xu, Ruhang, 2019. "Location selection of seawater pumped hydro storage station in China based on multi-attribute decision making," Renewable Energy, Elsevier, vol. 139(C), pages 410-425.
    9. Bon-Gang Hwang & Ming Shan & Helena Phua & Seokho Chi, 2017. "An Exploratory Analysis of Risks in Green Residential Building Construction Projects: The Case of Singapore," Sustainability, MDPI, vol. 9(7), pages 1-21, June.
    10. Mohanad Kamil Buniya & Idris Othman & Serdar Durdyev & Riza Yosia Sunindijo & Syuhaida Ismail & Ahmed Farouk Kineber, 2021. "Safety Program Elements in the Construction Industry: The Case of Iraq," IJERPH, MDPI, vol. 18(2), pages 1-13, January.
    11. Seda Tan & Gulden Gumusburun Ayalp & Muhammed Zubeyr Tel & Merve Serter & Yusuf Berkay Metinal, 2022. "Modeling the Critical Success Factors for BIM Implementation in Developing Countries: Sampling the Turkish AEC Industry," Sustainability, MDPI, vol. 14(15), pages 1-28, August.
    12. Nur Fatin Syazwani Abu Bakar* & Syuhaida Ismail & Rohayah Che Amat & Serdar Durdyev, 2018. "Sustainable Construction in Malaysian Mixed Development Projects: The Barriers and Critical Success Factors," The Journal of Social Sciences Research, Academic Research Publishing Group, pages 885-892:6.
    13. Wajeeha Hasnain & Urooj Pasha, 2022. "Ameliorating Performance of UAE Projects by Technological Collaboration of Construction Entities," iRASD Journal of Management, International Research Alliance for Sustainable Development (iRASD), vol. 4(2), pages 263-273, june.
    14. Zhen Chen & Yaqi Zhao & Xia Zhou & Lin Zhang, 2020. "Investigating Critical Factors That Encourage Private Partners to Participate in Sports and Leisure Characteristic Town Public-Private Partnerships: Evidence from China," Sustainability, MDPI, vol. 12(8), pages 1-23, April.
    15. Shijing Yang & Yikun Su & Wei Wang & Kaicheng Hua, 2019. "Research on Developers’ Green Procurement Behavior Based on the Theory of Planned Behavior," Sustainability, MDPI, vol. 11(10), pages 1-23, May.
    16. Shengxi Zhang & Zhongfu Li & Shengbin Ma & Long Li & Mengqi Yuan, 2022. "Critical Factors Influencing Interface Management of Prefabricated Building Projects: Evidence from China," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
    17. Wael Alattyih & Husnain Haider & Halim Boussabaine, 2019. "Development of Value Creation Drivers for Sustainable Design of Green Buildings in Saudi Arabia," Sustainability, MDPI, vol. 11(20), pages 1-33, October.
    18. Sunday Julius Odediran & Busayo Funmilola ADEYINKA & Oladele Ayinde OPATUNJI & Kolawole Opeyemi MORAKINYO, 2012. "Business Structure of Indigenous Firms in the Nigerian Construction Industry," International Journal of Business Research and Management (IJBRM), Computer Science Journals (CSC Journals), vol. 3(5), pages 255-264, October.
    19. Mirela Violeta MIALTU, 2015. "Simulation Model For Critical Factors In Biding Public Project Activities From Romania," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 9(1), pages 33-46, November.
    20. Swee Lean Chan & Moonseo Park, 2005. "Project cost estimation using principal component regression," Construction Management and Economics, Taylor & Francis Journals, vol. 23(3), pages 295-304.

    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:gam:jsusta:v:15:y:2023:i:9:p:7150-:d:1132115. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.