Table 1

Factors influencing labour productivity in PMP

CategoryCodeFactors affecting labour productivityImpact rankingReferences
TechnicalT1Delays in receiving engineering drawings1Navon (2005), Alinaitwe et al. (2007), Dai et al. (2009a), Nasirzadeh and Nojedehi (2013), Chigara and Moyo (2014), El-Gohary and Aziz (2014), Hickson and Ellis (2014), Jarkas (2015), Porntepkasemsant and Charoenpornpattana (2015), Lee and Ham (2018), Reichenbach and Kromoser (2021), Assaad et al. (2023) 
T2Design complexity2
T3Insufficient co-ordination between manufacturer and designer3
T4Low level of standardization4
T5Design errors or revisions5
T6Ambiguous client specificiations6
T7Manufacturing errors and reworks7
T8Low level of automation8
WorkforceW1Worker Fatigue1Gomar et al. (2002), Jarkas and Bitar (2012), O’Neill and Panuwatwanich (2013), El-Gohary and Aziz (2014), Halwatura (2015), Durdyev et al. (2018), Nasirian et al. (2019), Parody et al. (2020), Assaad et al. (2023), Rathnayake and Middleton (2023) 
W2Unsatisfactory worker skill level2
W3Low level of experience3
W4Insufficient training4
W5Unsatisfactory salary5
W6Low job security6
W7Delay in payment7
Supplychain and LogisticsS1Work area congestion1Moselhi et al. (2005), Jarkas and Bitar (2012), Yi and Chan (2014), Zeb et al. (2015), Hiyassat et al. (2016), Arashpour et al. (2017), Ibbs et al. (2017), Durdyev et al. (2018), Hasan et al. (2018), Choi et al. (2020), Hamza et al. (2022) 
S2Poor factory logistics2
S3Machinery and worker idle times3
S4Material shortage4
S5Supplier delivery delays5
S6Material procurement delays6
Management and PlanningM1Increase in crew size1Mahamid et al. (2013), El-Gohary and Aziz (2014), Robles et al. (2014), Halwatura (2015), Jarkas (2015), Hiyassat et al. (2016), Gurmu and Aibinu (2017), Kisi et al. (2017), Ghodrati et al. (2018), Wang et al. (2018), Assaad et al. (2023), Dabirian et al. (2023) 
M2Insufficient labour supervision level2
M3Overtime allocation3
M4Inefficient planning and schedule pressure4
M5Top management incompetency5
M6Production delays6
M7Fast tracking7
ExternalE1Adverse temperatures1Liberda et al. (2003), Arja et al. (2009), Chigara and Moyo (2014), El-Gohary and Aziz (2014), Hickson and Ellis (2014), Jarkas (2015), Gupta et al. (2018), Hasan et al. (2018) 
E2Worker absenteeism2
E3Factory safety issues3
E4Worker injuries4

Source(s): Authors’ own creation

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