Table 4 Statistical analysis of CFA...

Table 4

Statistical analysis of CFA

Constructs	Measurement items	Composite reliability	Variance extracted	Standardised regression weights	Standard errors	R²
Relative advantage		0.851	0.538
	Technology execution financial investment			0.636	0.036	0.404
	Senior management support			0.892	0.040	0.795
	Time availability for new construction practice			0.813	0.029	0.661
	Technological infrastructure (such as PC, software, network, etc.)			0.630	0.063	0.397
	Research and development budget			0.657	0.057	0.432
Observability		0.886	0.61
	Knowledge sharing mediums within industry			0.698	0.041	0.487
	Stakeholder participation and collaboration			Deleted
	Client acceptance			0.764	0.039	0.584
	Improved project productivity			0.795	0.025	0.632
	Saved project cost			0.828	0.033	0.686
	Data security and data handling			0.813	0.037	0.661
Compatibility		0.881	0.603
	Senior management support			0.542	0.046	0.294
	Technological infrastructure (such as PC, software, network, etc.)			Deleted
	Company experience level			0.795	0.030	0.631
	Internal technology training initiatives			0.865	0.030	0.748
	Employee openness for technological adoption			Deleted
	Organisational technical support availability			0.906	0.024	0.821
	Institutional expert support (such as consulting, and training)			0.721	0.048	0.520
	Public legislative and regulatory framework			Deleted
Complexity		0.846	0.733
	Complexity of integrating new technologies into routine practice			0.886	0.03	0.785
	Structural and workflow transformation			0.825	0.034	0.681
Trialability		0.850	0.533
	Time availability for new construction practice			0.604	0.041	0.365
	Employee availability in knowledge and qualification			0.735	0.043	0.540
	Technology information availability			0.829	0.039	0.687
	Government initiative availability			0.719	0.056	0.517
	Financial aid			0.746	0.065	0.556
Sustainability initiatives		0.861	0.563
	Long-term cost benefits with facility management			0.499	0.031	0.249
	Efficient construction resource consumption			Deleted
	Dynamic supply chain network creation			Deleted
	Better reputation/image towards the community			0.653	0.028	0.427
	Socially inclusive and equitable community creation			Deleted
	Carbon emissions reduction from waste management and waste treatment, packaging, recycling, etc			0.841	0.024	0.708
	Energy usage reduction			0.82	0.025	0.673
	Renewable energy usage increases			0.871	0.019	0.758

Constructs	Measurement items	Composite reliability	Variance extracted	Standardised regression weights	Standard errors	R²
Relative advantage		0.851	0.538
	Technology execution financial investment			0.636	0.036	0.404
	Senior management support			0.892	0.040	0.795
	Time availability for new construction practice			0.813	0.029	0.661
	Technological infrastructure (such as PC, software, network, etc.)			0.630	0.063	0.397
	Research and development budget			0.657	0.057	0.432
Observability		0.886	0.61
	Knowledge sharing mediums within industry			0.698	0.041	0.487
	Stakeholder participation and collaboration			Deleted
	Client acceptance			0.764	0.039	0.584
	Improved project productivity			0.795	0.025	0.632
	Saved project cost			0.828	0.033	0.686
	Data security and data handling			0.813	0.037	0.661
Compatibility		0.881	0.603
	Senior management support			0.542	0.046	0.294
	Technological infrastructure (such as PC, software, network, etc.)			Deleted
	Company experience level			0.795	0.030	0.631
	Internal technology training initiatives			0.865	0.030	0.748
	Employee openness for technological adoption			Deleted
	Organisational technical support availability			0.906	0.024	0.821
	Institutional expert support (such as consulting, and training)			0.721	0.048	0.520
	Public legislative and regulatory framework			Deleted
Complexity		0.846	0.733
	Complexity of integrating new technologies into routine practice			0.886	0.03	0.785
	Structural and workflow transformation			0.825	0.034	0.681
Trialability		0.850	0.533
	Time availability for new construction practice			0.604	0.041	0.365
	Employee availability in knowledge and qualification			0.735	0.043	0.540
	Technology information availability			0.829	0.039	0.687
	Government initiative availability			0.719	0.056	0.517
	Financial aid			0.746	0.065	0.556
Sustainability initiatives		0.861	0.563
	Long-term cost benefits with facility management			0.499	0.031	0.249
	Efficient construction resource consumption			Deleted
	Dynamic supply chain network creation			Deleted
	Better reputation/image towards the community			0.653	0.028	0.427
	Socially inclusive and equitable community creation			Deleted
	Carbon emissions reduction from waste management and waste treatment, packaging, recycling, etc			0.841	0.024	0.708
	Energy usage reduction			0.82	0.025	0.673
	Renewable energy usage increases			0.871	0.019	0.758

Source(s): Authors’ own work

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