Table 3 Model parameters, validity and...

Table 3

Model parameters, validity and quality tests

a. Estimation of the measurement model parameters
Construct	Item	Mean	SD	Loading	CR	AVE
Supply chain cyber risk management strategies (SCCRMS)	RiskStra-1	3.879	0.949	0.800	0.829	0.494
	RiskStra-2	3.941	1.002	0.666
	RiskStra-3	3.938	0.993	0.625
	RiskStra-4	3.987	0.986	0.685
	RiskStra-5	4.083	0.890	0.726
Internal cyber integration (ICI)	IntInteg-1	3.814	1.019	0.797	0.881	0.596
	IntInteg-2	3.657	1.069	0.781
	IntInteg-3	3.769	1.075	0.766
	IntInteg-4	3.747	1.127	0.735
	IntInteg-5	3.778	1.071	0.779
Supplier cyber integration (SCI)	SupInteg-1	3.604	1.082	0.792	0.884	0.604
	SupInteg-2	3.593	1.172	0.767
	SupInteg-3	3.548	1.121	0.761
	SupInteg-4	3.414	1.230	0.768
	SupInteg-5	3.618	1.156	0.798
Customer cyber integration (CCI)	CustInteg-1	3.648	1.084	0.794	0.881	0.596
	CustInteg-2	3.598	1.106	0.725
	CustInteg-3	3.510	1.191	0.765
	CustInteg-4	3.461	1.251	0.777
	CustInteg-5	3.593	1.136	0.798
Supply chain cyber resilience (SCCRe)	CyResil-1	3.995	0.831	0.763	0.805	0.580
	CyResil-2	3.828	0.906	0.786		0.580
	CyResil-3	3.898	0.957	0.734
Supply chain cyber robustness (SCCRo)	CyRobust-1	3.862	0.930	0.778	0.778	0.540
	CyRobust-2	3.953	0.878	0.658
	CyRobust-3	4.003	0.921	0.763

a. Estimation of the measurement model parameters
Construct	Item	Mean	SD	Loading	CR	AVE
Supply chain cyber risk management strategies (SCCRMS)	RiskStra-1	3.879	0.949	0.800	0.829	0.494
	RiskStra-2	3.941	1.002	0.666
	RiskStra-3	3.938	0.993	0.625
	RiskStra-4	3.987	0.986	0.685
	RiskStra-5	4.083	0.890	0.726
Internal cyber integration (ICI)	IntInteg-1	3.814	1.019	0.797	0.881	0.596
	IntInteg-2	3.657	1.069	0.781
	IntInteg-3	3.769	1.075	0.766
	IntInteg-4	3.747	1.127	0.735
	IntInteg-5	3.778	1.071	0.779
Supplier cyber integration (SCI)	SupInteg-1	3.604	1.082	0.792	0.884	0.604
	SupInteg-2	3.593	1.172	0.767
	SupInteg-3	3.548	1.121	0.761
	SupInteg-4	3.414	1.230	0.768
	SupInteg-5	3.618	1.156	0.798
Customer cyber integration (CCI)	CustInteg-1	3.648	1.084	0.794	0.881	0.596
	CustInteg-2	3.598	1.106	0.725
	CustInteg-3	3.510	1.191	0.765
	CustInteg-4	3.461	1.251	0.777
	CustInteg-5	3.593	1.136	0.798
Supply chain cyber resilience (SCCRe)	CyResil-1	3.995	0.831	0.763	0.805	0.580
	CyResil-2	3.828	0.906	0.786		0.580
	CyResil-3	3.898	0.957	0.734
Supply chain cyber robustness (SCCRo)	CyRobust-1	3.862	0.930	0.778	0.778	0.540
	CyRobust-2	3.953	0.878	0.658
	CyRobust-3	4.003	0.921	0.763

b. Discriminant validity of constructs
	SCCRMS	ICI	SCI	CCI	SCCRe	SCCRo	Size	Ind-Nutr	Ind-Infra	Ind-Elec	Ind-Enrg
SCCRMS	0.703	0.632	0.496	0.435	0.746	0.718	0.239	0.104	0.121	0.182	0.067
ICI	0.502	0.772	0.758	0.743	0.692	0.666	0.222	0.073	0.094	0.124	0.053
SCI	0.400	0.633	0.777	0.890	0.589	0.563	0.170	0.070	0.128	0.147	0.040
CCI	0.348	0.618	0.741	0.772	0.639	0.717	0.151	0.045	0.158	0.118	0.081
SCCRe	0.518	0.504	0.433	0.466	0.761	0.887	0.073	0.122	0.016	0.151	0.078
SCCRo	0.468	0.463	0.392	0.500	0.538	0.735	0.118	0.067	0.094	0.067	0.083
Size	0.207	0.200	0.158	0.137	0.058	0.084	1.000	0.145	0.060	0.026	0.001
Ind-Nutr	−0.077	−0.065	−0.061	−0.024	−0.076	0.036	0.145	1.000	0.284	0.226	0.214
Ind-Infra	0.097	−0.087	−0.115	−0.143	−0.002	−0.066	−0.060	−0.284	1.000	0.213	0.201
Ind-Elec	0.154	0.112	0.136	0.107	0.120	0.051	0.026	−0.226	−0.213	1.000	0.160
Ind-Enrg	0.054	0.049	−0.021	−0.044	0.032	0.004	−0.001	−0.214	−0.201	−0.160	1.000
Note(s): Diagonal values: square roots of AVE; below diagonal values: correlations; above diagonal values: HTMT

b. Discriminant validity of constructs
	SCCRMS	ICI	SCI	CCI	SCCRe	SCCRo	Size	Ind-Nutr	Ind-Infra	Ind-Elec	Ind-Enrg
SCCRMS	0.703	0.632	0.496	0.435	0.746	0.718	0.239	0.104	0.121	0.182	0.067
ICI	0.502	0.772	0.758	0.743	0.692	0.666	0.222	0.073	0.094	0.124	0.053
SCI	0.400	0.633	0.777	0.890	0.589	0.563	0.170	0.070	0.128	0.147	0.040
CCI	0.348	0.618	0.741	0.772	0.639	0.717	0.151	0.045	0.158	0.118	0.081
SCCRe	0.518	0.504	0.433	0.466	0.761	0.887	0.073	0.122	0.016	0.151	0.078
SCCRo	0.468	0.463	0.392	0.500	0.538	0.735	0.118	0.067	0.094	0.067	0.083
Size	0.207	0.200	0.158	0.137	0.058	0.084	1.000	0.145	0.060	0.026	0.001
Ind-Nutr	−0.077	−0.065	−0.061	−0.024	−0.076	0.036	0.145	1.000	0.284	0.226	0.214
Ind-Infra	0.097	−0.087	−0.115	−0.143	−0.002	−0.066	−0.060	−0.284	1.000	0.213	0.201
Ind-Elec	0.154	0.112	0.136	0.107	0.120	0.051	0.026	−0.226	−0.213	1.000	0.160
Ind-Enrg	0.054	0.049	−0.021	−0.044	0.032	0.004	−0.001	−0.214	−0.201	−0.160	1.000
Note(s): Diagonal values: square roots of AVE; below diagonal values: correlations; above diagonal values: HTMT

c. Quality of the structural model
	SCCRMS	ICI	SCI	CCI	SCCRe	SCCRo
R²	–	0.252	0.410	0.384	0.309	0.295
Q²	–	0.238	0.144	0.107	0.161	0.134

c. Quality of the structural model
R²	–	0.252	0.410	0.384	0.309	0.295
Q²	–	0.238	0.144	0.107	0.161	0.134

Source(s): Created by authors

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