Information sharing covariance-based (CB) software factor analysis results
| Construct | Measurement items | Loadings | P-values |
|---|---|---|---|
| Connectivity | We have information technology tools which facilitate information access | 0.634 | p ≤ 0.001 |
| Information systems in different departments are connected into a single system | 0.552 | p ≤ 0.001 | |
| We interact with our customers using various internet-enabled platforms | 0.469 | p ≤ 0.001 | |
| Linkages have been established across various departments with the use of different information tools | 0.612 | p ≤ 0.001 | |
| All employees are allowed to access all the information they require | 0.669 | p ≤ 0.001 | |
| Employees regularly interact with each other in different departments with different means | 0.619 | p ≤ 0.001 | |
| Customer data is systematically collected for aggregation | 0.658 | p ≤ 0.001 | |
| Supplier data is systematically collected for aggregation | 0.715 | p ≤ 0.001 | |
| Our information systems are interlinked with those of our suppliers | 0.598 | p ≤ 0.001 | |
| Willingness | Information is freely shared to all the employees | 0.611 | p ≤ 0.001 |
| Managers are always willing to share information among themselves | 0.616 | p ≤ 0.001 | |
| Different departments in our firm engage in information exchange willingly | 0.624 | p ≤ 0.05 | |
| Our firm always shares information with its stakeholders (e.g., customers, suppliers, banks) willingly | 0.602 | p ≤ 0.001 | |
| Our stakeholders (e.g., customers, suppliers, banks) always share information with our firm willingly | 0.395 | p ≤ 0.001 |
| Construct | Measurement items | Loadings | |
|---|---|---|---|
| Connectivity | We have information technology tools which facilitate information access | 0.634 | |
| Information systems in different departments are connected into a single system | 0.552 | ||
| We interact with our customers using various internet-enabled platforms | 0.469 | ||
| Linkages have been established across various departments with the use of different information tools | 0.612 | ||
| All employees are allowed to access all the information they require | 0.669 | ||
| Employees regularly interact with each other in different departments with different means | 0.619 | ||
| Customer data is systematically collected for aggregation | 0.658 | ||
| Supplier data is systematically collected for aggregation | 0.715 | ||
| Our information systems are interlinked with those of our suppliers | 0.598 | ||
| Willingness | Information is freely shared to all the employees | 0.611 | |
| Managers are always willing to share information among themselves | 0.616 | ||
| Different departments in our firm engage in information exchange willingly | 0.624 | ||
| Our firm always shares information with its stakeholders (e.g., customers, suppliers, banks) willingly | 0.602 | ||
| Our stakeholders (e.g., customers, suppliers, banks) always share information with our firm willingly | 0.395 |
Source(s): Authors' own creation
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