TY - CONF TI - Understanding performance limits in off-site structural frame construction C1 - Singapore, Singapore C3 - Proceedings of the 34th Annual Conference of the International Group for Lean Construction (IGLC 34) SP - 775 EP - 786 PY - 2026 DO - 10.24928/2026/0212 AU - Rathnayake, Asitha AU - Murguia, Danny AU - Asmone, Ashan Senel AU - Middleton, Campbell AD - Lecturer, Department of Civil Engineering, University of Moratuwa, Sri Lanka, asithar@uom.lk, orcid.org/0000-0002-1389-7801 AD - Assistant Research Professor, Department of Engineering, University of Cambridge, UK, dem52@cam.ac.uk, orcid.org/0000-0003-1009-4058 AD - Research Associate, Department of Engineering, University of Cambridge, UK, asa79@cam.ac.uk, orcid.org/0000-0002-2173-3890 AD - Deceased; formerly, Emeritus Professor, Department of Engineering, University of Cambridge, UK, orcid.org/0000-0002-9672-0680 ED - Hamzeh, Farook ED - Poshdar, Mani ED - Garcia-Lopez,, Nelly P. AB - Off-site construction is promoted as a means of improving productivity in the construction industry. Its standardised production processes create a favourable environment for applying lean principles. However, evidence suggests it does not always result in faster construction. We investigate the reasons by analysing the superstructure work package of a 14-storey residential building in London, using installation data for 2,070 precast columns, twin-wall cores, and lattice slab components. Construction speed, measured as the production rate (m² of floor area per day), showed a significant linear relationship with installation variability. Variability arose from factories producing similar components in batches for multiple projects, delays in issuing designs to factories, and out-of-sequence deliveries to sites with limited storage capacity. Handovers between off-site and on-site activities also exhibited greater variability than purely on-site handovers. The findings suggest that, if variability were minimised, construction speed would follow an inverse U-shaped trend, with initial improvements due to workers’ learning effects, followed by subsequent reductions associated with longer transportation distances for pre-manufactured components at higher levels. This study quantifies the variability-performance relationship in off-site construction and identifies the interface variability gradient between off-site and on-site handovers. KW - Modular and off-site construction KW - productivity KW - variability KW - logistics KW - learning. PB - T2 - Proceedings of the 34th Annual Conference of the International Group for Lean Construction (IGLC 34) DA - 2026/06/22 CY - Singapore, Singapore L1 - http://iglc.net/Papers/Details/2514/pdf L2 - http://iglc.net/Papers/Details/2514 N1 - Export Date: 19 June 2026 DB - IGLC.net DP - IGLC LA - English ER -