Technical Papers
Oct 22, 2021

Key Last Planner System Metrics to Assess Project Performance in High-Rise Building and Industrial Construction Projects

Publication: Journal of Construction Engineering and Management
Volume 148, Issue 1

Abstract

The Last Planner System (LPS) establishes short cycles of planning and control, comprising LP, the make-ready process, short-term planning commitments, identifying reasons for noncompletion, and implementing corrective actions. Most LPS research has covered longitudinal case studies, but quantitative transversal research is needed to determine the impact of key LPS processes in performance. The researchers aimed to determine the relationships between LPS components and project performance. Twenty three metrics were established to evaluate six components and 253 possible correlations between them. The authors assessed information from 255 projects and found 131 projects, in five categories, with sufficient information to construct the metrics. Two categories had sufficient sample sizes, which produced a sample of 71 high-rise building (HR) and 28 industrial construction (IC) projects. Each sample was assessed separately to test the correlations, and the project categories were compared to determine statistically significant differences. Then, the projects were classified according to their schedule performance outcome, using a clustering algorithm to find differences between high- and low-performance projects. Statistically significant correlations between the six components were found in both samples, six metrics presented statistically significant differences between high and low performance in HR projects and one in IC projects.

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Data Availability Statement

Some or all data, models, or code used during the study were provided by a third party. Access to the repository of the LPS support software was provided by Gestión de la Producción Asesorías SpA, and access to the project database was provided by the Production Management Centre from the Pontificia Universidad Católica de Chile. Direct request for these materials may be made to the provider as indicated in the Acknowledgments.

Acknowledgments

The authors acknowledge ANID for financial support for this study through projects FONDECYT N°1181648 and N°1210769 C. Lagos acknowledges financial support from CONICYT Beca Doctorado Nacional N°21181603. In addition, they would like to thank the Production Management Centre from the Pontificia Universidad Católica de Chile and Gestión de la Producción Asesorías SpA for allowing the use of the software IMPERA and access to the project database used in the research.

References

Abdel Azeem, S. A., H. E. Hosny, and A. H. Ibrahim. 2014. “Forecasting project schedule performance using probabilistic and deterministic models.” HBRC J. 10 (1): 35–42. https://doi.org/10.1016/j.hbrcj.2013.09.002.
Alarcón, L., S. Diethelm, O. Rojo, and R. Calderón. 2005. “Assessing the impacts of implementing lean construction.” In Proc., 13th Annual Conf. of the Int. Group for Lean Construction, 387–393. Sidney, Australia: Univ. of Sidney.
Alarcón, L., S. Diethelm, O. Rojo, and R. Calderón. 2008. “Assessing the impacts of implementing lean construction.” Revista Ingenieria de Construccion 23 (1): 26–33. https://doi.org/10.4067/s0718-50732008000100003.
Alarcón, L., and J. Letelier. 2014. “Using last planner indicators to identify early signs of project performance.” In Proc., 22th Annual Conf. of the Int. Group for Lean Construction, 547–558. Oslo, Norway: Norwegian Univ. of Science and Technology.
AlSehaimi, A., P. Tzortzopoulos, and L. Koskela. 2014. “Improving construction management practice with the Last Planner System: A case study.” Eng. Constr. Archit. Manage. 21 (1): 51–64. https://doi.org/10.1108/ECAM-03-2012-0032.
Bajjou, M. S., and A. Chafi. 2018. “Lean construction implementation in the Moroccan construction industry: Awareness, benefits and barriers.” J. Eng. Des. Technol. 16 (4): 533–556. https://doi.org/10.1108/JEDT-02-2018-0031.
Balkhy, W., R. Sweis, and Z. Lafhaj. 2021. “Barriers to adopting lean construction in the construction industry—The case of Jordan.” Buildings 11 (6): 222. https://doi.org/10.3390/BUILDINGS11060222.
Ballard, G. 1993. “Lean construction and EPC performance improvement.” In Proc., 1st Annual Meeting of the Int. Group for Lean Construction. Espoo, Finland: Pontificia Universidad Católica de Chile.
Ballard, G. 1994. “The last planner.” In Proc., Northern California Construction Institute Spring Conf. Monterrey, CA: Northern California Construction Institute.
Ballard, G. 2000. The last planner system of production control. Birmingham, England: Univ. of Birmingham.
Ballard, G., J. Hammond, and R. Nickerson. 2009. “Production control principles.” In Proc., IGLC17: 17th Annual Conf. of the Int. Group for Lean Construction. Taipei, Taiwan: National Chiao Tung Univ.
Ballard, G., and G. Howell. 1994. “Implementing lean construction: Stabilizing work flow.” In Proc., 2nd Annual Meeting of the Int. Group for Lean Construction. Santiago, Chile: Pontificia Universidad Católica de Chile.
Ballard, G., and G. A. Howell. 2003a. “Competing construction management paradigms.” Constr. Res. Congr. 1 (1): 1–8. https://doi.org/10.1061/40671(2003)39.
Ballard, G., and G. A. Howell. 2003b. “An update on last planner.” In Proc., 11th Annual Conf. of the Int. Group for Lean Construction. Blacksburg, VA: Virginia Polytechnic Institute & State Univ.
Ballard, G., and I. Tommelein. 2016. “Current process benchmark for the last planner system.” Lean Constr. J. 89 (Jun): 57–89.
Budi, H., C. K. Hin, and I. Nurul. 2019. “Knowledge management maturity and performance in a project environment: Moderating roles of firm size and project complexity.” J. Manage. Eng. 35 (6): 4019023. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000705.
Castillo, T., L. F. Alarcón, and J. L. Salvatierra. 2018. “Effects of last planner system practices on social networks and the performance of construction projects.” J. Constr. Eng. Manage. 144 (3): 04017120. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001443.
Cisternas, D. A. 2013. “Desarrollo y evaluación de indicadores de control para implementación en software de planificación y control de proyectos basado en metodología Last Planner.” Accessed August 18, 2020. http://repositorio.uchile.cl/handle/2250/114005.
Cohed, J. 1977. Statistical power analysis for the behavioral sciences. Cambridge, MA: Academic Press.
Damnjanovic, I., and J. Rispoli. 2014. “Case study narrative in teaching construction project management: Earned value method examples.” Pract. Period. Struct. Des. Constr. 19 (1): 41–49. https://doi.org/10.1061/(ASCE)SC.1943-5576.0000192.
Daniel, E. I., C. Pasquire, and O. Ameh. 2014. “The magic of the last planner system for Nigerian construction the magic of the last planner system for Nigerian construction.” In Proc., the 22th Annual Conf. Int. Group for Lean Construction. Oslo, Norway: Virginia Polytechnic Institute & State Univ.
Daniel, E. I., C. Pasquire, and G. Dickens. 2019. “Development of approach to support construction stakeholders in implementation of the last planner system.” J. Manage. Eng. 35 (5): 04019018. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000699.
Daniel, E. I., C. Pasquire, G. Dickens, and G. Ballard. 2017. “The relationship between the last planner system and collaborative planning practice in UK construction.” Eng. Constr. Archit. Manage. 24 (3): 407–425. https://doi.org/10.1108/ECAM-07-2015-0109.
Dave, B., J.-P. Hämäläinen, S. Kemmer, L. Koskela, and A. Koskenvesa. 2015a. “Suggestions to improve lean construction planning.” In Proc., 23rd Annual Conf. Int. Group for Lean Construction, 193–202. Perth, Western Australia: Curtin Univ.
Dave, B., J.-P. Hämäläinen, and L. Koskela. 2015b. Exploring the recurrent problems in the last planner implementation on construction projects. Perth, Western Australia: Curtin Univ.
Emdanat, S., and M. Azambuja. 2016. “Aligning near and long term planning for LPS implementations: A review of existing and new metrics.” In Proc., 24th Annual Conf. of the Int. Group for Lean Construction. Boston: Wentworth Institute of Technology.
Emdanat, S., M. Linnik, and D. Christian. 2016. “A framework for integrating TAKT planning, last planner system and labor tracking.” In Proc., 24th Annual Conf. Int. Group for Lean Construction. Boston: Wentworth Institute of Technology.
Fernandez-Solis, J. L., V. Porwal, S. Lavy, A. Shafaat, Z. K. Rybkowski, K. Son, and N. Lagoo. 2013. “Survey of motivations, benefits, and implementation challenges of last planner system users.” J. Constr. Eng. Manage. 139 (4): 354–360. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000606.
Galloway, P. D. 2006. “Survey of the construction industry relative to the use of CPM scheduling for construction projects.” J. Constr. Eng. Manage. 132 (7): 697–711. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:7(697).
Gao, S., and S. P. Low. 2014. “The last planner system in China’s construction industry—A SWOT analysis on implementation.” Int. J. Project Manage. 32 (7): 1260–1272. https://doi.org/10.1016/j.ijproman.2014.01.002.
Gonzalez, V., L. F. Alarcon, and F. Mundaca. 2008. “Investigating the relationship between planning reliability and project performance.” Prod. Plan. Control 19 (5): 461–474. https://doi.org/10.1080/09537280802059023.
Hamzeh, F., G. Ballard, and I. Tommelein. 2012. “Rethinking lookahead planning to optimize construction workflow.” Accessed March 23, 2021. http://creativecommons.org/licenses/by-nc-nd/3.0/.
Hamzeh, F., G. El Samad, and S. Emdanat. 2019. “Advanced metrics for construction planning.” J. Constr. Eng. Manage. 145 (11): 04019063. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001702.
Hamzeh, F., I. Saab, I. Tommelein, and G. Ballard. 2015. “Understanding the role of ‘tasks anticipated’ in lookahead planning through simulation.” Autom. Constr. 49 (1): 18–26. https://doi.org/10.1016/j.autcon.2014.09.005.
Indira, M., and M. Jyothsna. 2017. “An approach to effective construction management based on lean construction techniques.” Int. J. Civ. Eng. Technol. 8 (4): 1954–1959.
Kelley, J. E., and M. R. Walker. 1959. “Critical-path planning and scheduling.” Proc. Eastern Joint Comput. Conf. 1959 (1): 160–173. https://doi.org/10.1145/1460299.1460318.
Kim, S., Y. Kim, K. S. Park, and C.-Y. Yoo. 2015. “Impact of measuring operational-level planning reliability on management-level project performance.” J. Manage. Eng. 31 (5): 05014021. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000326.
Kim, Y. 2019. “The impact of make-ready process on project cost performance in heavy civil construction projects.” Prod. Plan. Control 30 (13): 1064–1071. https://doi.org/10.1080/09537287.2019.1567858.
Kim, Y., and G. Ballard. 2010. “Management thinking in the earned value method system and the last planner system.” J. Manage. Eng. 26 (4): 223–228. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000026.
Koskela, L., G. Howell, E. Pikas, and B. Dave. 2014. “If CPM is so bad, why have we been using it so long?” In Proc., 22nd Annual Conf. of the Int. Group for Lean Construction, 27–37. Oslo, Norway: BI Norwegian Business School.
Koskela, L., R. Stratton, and A. Koskenvesa. 2010. “Last planner and critical chain in construction management: Comparative analysis.” In Proc., 18th Annual Conf. Int. Group for Lean Construction, 538–547. Haifa, Israel: Technion Israel Institute of Technology.
Lagos, C., L. Alarcón, and J. Salvatierra. 2016. “Improving the use of information management for continuous improvement with the LAS planner system.” In Memorias Del VII Elagec, 737–745. Bogotá, Colombia: Universidad de los Andes de Bogotá.
Lagos, C., and L. F. Alarcón. 2020. “Using percent plan completed for early success assessment in the last planner system.” In Proc., 28th Annual Conf. of the Int. Group for Lean Construction (IGLC), 469–480. Berkeley, CA: Univ. of California at Berkeley.
Lagos, C., and L. F. Alarcón. 2021. “Assessing the relationship between constraint management and schedule performance in Chilean and Colombian construction projects.” J. Manage. Eng. 37 (5): 04021046. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000942.
Lagos, C., R. Herrera, and L. Alarcón. 2017. “Contributions of information technologies to last planner system implementation.” Proc. Lean Comput. Constr. Congress 2 (Jul): 87–94. https://doi.org/10.24928/2017/0255.
Lagos, C., R. Herrera, and L. Alarcón. 2019. “Assessing the impacts of an IT LPS support system on schedule accomplishment in construction projects.” J. Constr. Eng. Manage. 145 (10): 04019055. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001691.
Lerche, J., H. H. Neve, G. Ballard, J. Teizer, S. Wandahl, and A. Gross. 2020. “Application of last planner system to modular offshore wind construction.” J. Constr. Eng. Manage. 146 (11): 05020015. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001922.
Min, L., G. Ballard, and W. Ibbs. 2011. “Work flow variation and labor productivity: Case study.” J. Manage. Eng. 27 (4): 236–242. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000056.
Nieto-Morote, A., and F. Ruz-Vila. 2012. “Last planner control system applied to a chemical plant construction.” J. Constr. Eng. Manage. 138 (2): 287–293. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000415.
Nikhil, S., and M. Hedaoo. 2017. “Last planner system-theory to implementation.” Int. J. Sci. Res. Develop. 5 (9): 359–399.
Novinsky, M., C. Nesensohn, N. Ihwas, and S. Haghsheno. 2018. “Combined application of earned value management and last planner system in construction projects.” In Proc., 26th Annual Conf. of the Int. Group for Lean Construction: Evolving Lean Construction Towards Mature Production Management Across Cultures and Frontiers, 775–785. Chenai, India: Indian Institute of Technology Madras.
Olivieri, H., O. Seppänen, T. Alves, C. L. Scala, N. M. Schiavone, V. Liu, and A. D. Granja. 2019. “Survey comparing critical path method, last planner system, and location-based techniques.” J. Constr. Eng. Manage. 145 (12): 04019077. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001644.
Perez, A. M., and S. Ghosh. 2018. “Barriers faced by new-adopter of Last Planner System: A case study.” Eng. Constr. Archit. Manage. 25 (9): 1110–1126. https://doi.org/10.1108/ECAM-08-2017-0162.
Pérez, D., C. Ruiz-Tagle, J. Munoz-Gama, M. Arias, L. F. Alarcón, and M. Sepúlveda. 2018. “Constraint bag process model: An interdisciplinary process mining approach to lean construction.” In Proc., Int. Conf. of the Chilean Computer Science Society. New York: IEEE.
Priven, V., and R. Sacks. 2015. “Effects of the last planner system on social networks among construction trade crews.” J. Constr. Eng. Manage. 141 (6): 04015006. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000975.
Razali, N. M., and Y. B. Wah. 2011. “Power comparisons of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors and Anderson-Darling tests.” J. Statis. Modell. Anal. 2 (1): 21–33.
Rincón, J. L., J. L. Fernández-Solís, S. Lavy, and J. Du. 2019. “Effect of autonomous agents on last planner system performance in Texas.” J. Manage. Eng. 35 (1): 04018050. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000657.
Rousseeuw, P. J., and M. Hubert. 2011. “Robust statistics for outlier detection.” Interdiscip. Rev.: Data Min. Knowl. Discovery 1 (1): 73–79. https://doi.org/10.1002/widm.2.
Sarhan, S., and A. Fox. 2013a. “Barriers to implementing lean construction in the UK construction industry.” In The built & human environment review. Salford, UK: Univ. of Salford.
Sarhan, S., and A. Fox. 2013b. “Performance measurement in the UK construction industry and its role in supporting the application of lean construction concepts.” Australas. J. Constr. Econ. Build. 13 (1): 23–35. https://doi.org/10.5130/ajceb.v13i1.3069.
Tayeh, B. A., K. Hallaq, H. Zahoor, and A. H. Al Faqawi. 2019. “Techniques and benefits of implementing the last planner system in the Gaza Strip construction industry.” Eng. Constr. Archit. Manage. 26 (7): 1424–1436. https://doi.org/10.1108/ECAM-01-2018-0039.
Taylor, T., and D. N. Ford. 2006. “Tipping point failure and robustness in single development projects.” Syst. Dyn. Rev. 22 (1): 51–71. https://doi.org/10.1002/sdr.330.
Tezel, A., L. Koskela, and Z. Aziz. 2018. “Lean thinking in the highways construction sector: Motivation, implementation and barriers.” Prod. Plan. Control 29 (3): 247–269. https://doi.org/10.1080/09537287.2017.1412522.
Williams, T. 2003. “Assessing extension of time delays on major projects.” Int. J. Project Manage. 21 (1): 19–26. https://doi.org/10.1016/S0263-7863(01)00060-6.
Yang, R., S. Jayasuriya, C. Gunarathna, M. Arashpour, X. Xue, and G. Zhang. 2018. “The evolution of stakeholder management practices in Australian mega construction projects.” Eng. Constr. Archit. Manage. 25 (6): 690–706. https://doi.org/10.1108/ECAM-07-2016-0168.
Yang, R., and G. Shen. 2015. “Framework for stakeholder management in construction projects.” J. Manage. Eng. 31 (4): 04014064. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000285.
Zimmerman, D. W. 1987. “Comparative power of student T test and Mann-Whitney U test for unequal sample sizes and variances.” J. Exp. Educ. 55 (3): 171–174. https://doi.org/10.1080/00220973.1987.10806451.

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Journal of Construction Engineering and Management
Volume 148Issue 1January 2022

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Received: Jan 12, 2021
Accepted: Sep 10, 2021
Published online: Oct 22, 2021
Published in print: Jan 1, 2022
Discussion open until: Mar 22, 2022

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Master of Science Student, Dept. of Construction Engineering and Management, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago 7820436, Chile. ORCID: https://orcid.org/0000-0002-0698-4261. Email: [email protected]
Ph.D. Candidate, Dept. of Construction Engineering and Management, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago 7820436, Chile (corresponding author). ORCID: https://orcid.org/0000-0002-0648-0039. Email: [email protected]
Professor, Dept. of Construction Engineering and Management, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago 7820436, Chile. ORCID: https://orcid.org/0000-0002-9277-2272. Email: [email protected]

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