| Tangible resources |
TR1. We have access to very large, unstructured, or fast-moving data for analysis |
0.867 |
| TR2. We integrate data from multiple sources into a data warehouse for easy access |
0.831 |
| TR3. We integrate external data with internal to facilitate analysis of business environment |
0.754 |
| TR4.Our ‘big data analytics’ projects are adequately funded |
0.721 |
| TR5.Our ‘big data analytics’ projects are given enough time to achieve their objectives |
0.768 |
| TR6. We have explored or adopted parallel computing approaches to big data processing |
0.709 |
| TR7. We have explored or adopted different data visualization tools |
0.867 |
| TR8. We have explored or adopted cloud-based services for processing data and performing analytics |
0.793 |
| Intangible resources |
IR1. We base our decisions on data rather than on instinct |
0.799 |
| IR2. We are willing to override our own intuition when data contradict our viewpoints |
0.762 |
| IR3. We continuously coach our employees to make decisions based on data |
0.684 |
| IR4. We are able to acquire new and relevant knowledge |
0.822 |
| IR5. We have made concerted efforts for the exploitation of existing competencies and exploration of new knowledge |
0.827 |
| IR6. We are able to assimilate relevant knowledge |
0.751 |
| IR7. We are able to apply relevant knowledge |
0.836 |
| Human skills and knowledge |
HSK1. Our BDA managers are able to understand the business need of other functional managers, suppliers, and customers to determine opportunities that big data might bring to our business. |
0.856 |
| HSK2. Our BDA managers are able to coordinate big data-related activities in ways that support other functional managers, suppliers, and customers |
0.768 |
| HSK3. Our BDA managers are able to understand and evaluate the output extracted from big data |
0.830 |
| HSK4. Our BDA managers are able to understand where to apple big data |
0.817 |
| HSK5. Our ‘big data analytics’ staff is well trained |
0.815 |
| HSK6. We provide big data analytics training to our own employees |
0.749 |
| HSK7. Our ‘big data analytics’ staff has suitable education to fulfil their jobs |
0.781 |