Results of reliability and validity analysis
| Variables | Title item | Factor loading | AVE | CR | Cronbach’s α |
|---|---|---|---|---|---|
| Market opportunities | 1. The market demand is constantly expanding, and there are many potential market opportunities | 0.866 | 0.733 | 0.943 | 0.943 |
| 2. Market demand is not fully met, and new market segments continue to emerge | 0.838 | ||||
| 3. Consumers are generally willing to try new products and services | 0.847 | ||||
| 4. Consumers have low switching costs among different brands and product categories | 0.875 | ||||
| 5. Incumbent enterprises invest a lot of resources to cultivate their current core competitiveness | 0.862 | ||||
| 6. Most companies in the industry follow past habits and are reluctant to change much | 0.850 | ||||
| Technology opportunities | 1. Short industry technology life cycle, easy to capture new technology opportunities | 0.891 | 0.766 | 0.952 | 0.951 |
| 2. Emerging technologies continue to emerge, making it easy to achieve technological leapfrog development | 0.841 | ||||
| 3. The industry is widely related to technology and can obtain more cross-border innovation opportunities | 0.879 | ||||
| 4. The technology has a wide application field, from which greater innovation benefits can be obtained | 0.886 | ||||
| 5. The technology market is relatively mature, and it is easy for enterprises to obtain the required technology | 0.887 | ||||
| 6. High degree of technology modularity, low barriers to product research and development | 0.867 | ||||
| Higher-order capabilities | 1. Enterprises can timely respond to environmental changes and strategic adjustments | 0.855 | 0.714 | 0.937 | 0.937 |
| 2. The enterprise system and organizational structure are flexible, allowing the transcend of the existing power structure | 0.849 | ||||
| 3. Enterprises can obtain required resources from suppliers/customers/competitors/partners | 0.843 | ||||
| 4. Enterprises can realize shared allocation and utilization of resources within the enterprise | 0.803 | ||||
| 5. The enterprise can continuously improve working methods or business processes to improve work efficiency | 0.863 | ||||
| 6. Enterprises can use new technologies to effectively improve independent research and development capabilities and continuously introduce new products | 0.854 | ||||
| Ordinary capabilities | 1. The company has an innovative culture widely recognized by employees | 0.891 | 0.753 | 0.948 | 0.948 |
| 2. The company has a sound knowledge-sharing system | 0.868 | ||||
| 3. The company implements cross-department staff rotation or creates cross-department project teams | 0.885 | ||||
| 4. the company holds meetings across departments or introduces systems to accumulate, exchange or share information among departments | 0.862 | ||||
| 5. The company can continuously carry out organizational innovation and process innovation | 0.837 | ||||
| 6. The company’s top management team can reasonably delegate power and assign responsibility to capable subordinates | 0.863 | ||||
| Strategic cognition | 1. The company emphasizes that customers, resources, environment and other factors must be considered at the same time | 0.917 | 0.819 | 0.965 | 0.964 |
| 2. The company emphasizes analyzing competition and formulating strategies from the overall perspective | 0.910 | ||||
| 3. The company must look at the overall situation and find a balance among the many contradictions | 0.922 | ||||
| 4. The company believes that it is more important to capture the details than to analyze the whole | 0.899 | ||||
| 5. The company emphasizes that special breakthroughs are more conducive to improving competitiveness than the overall improvement | 0.891 | ||||
| 6. Complex management problems can only be solved by gradually decomposing and analyzing the company one by one | 0.891 | ||||
| Digital transformation | 1. Digital technology provides support for achieving the strategic goals of our enterprise | 0.888 | 0.809 | 0.974 | 0.974 |
| 2. Digital technology drives our enterprises to readjust their strategic goals | 0.900 | ||||
| 3. Our enterprise actively uses digital technology to create new business opportunities | 0.906 | ||||
| 4. Our enterprise uses digital technology to improve existing business activities | 0.909 | ||||
| 5. Our business uses digital technology to distribute products | 0.887 | ||||
| 6. Our company tries to use digital technology to develop new products based on existing products | 0.891 | ||||
| 7. Our company tries to use digital technology to create new products that are less relevant to existing products | 0.897 | ||||
| 8. Our enterprise can match the new operation activities after the implementation of digitalization with the existing organizational structure, or set up a new organizational structure to support the new operation activities | 0.911 | ||||
| 9. Our enterprise has the organizational ability to execute digital transformation or try to improve organizational ability to meet the development needs of digital transformation | 0.906 | ||||
| Entrepreneurship | 1. I’m always thinking of new ways to grow my business | 0.821 | 0.702 | 0.934 | 0.948 |
| 2. I am able to apply ideas, questions and observations to different contexts | 0.862 | ||||
| 3. I'm willing to take high risks for high returns | 0.835 | ||||
| 4. I accept uncertainty as an integral part of business | 0.866 | ||||
| 5. My career is a core part of my life, and I often give up my rest time for work | 0.834 | ||||
| 6. In the face of challenging work, I am always full of passion and eager to try | 0.806 |
| Variables | Title item | Factor loading | AVE | CR | Cronbach’s |
|---|---|---|---|---|---|
| Market opportunities | 1. The market demand is constantly expanding, and there are many potential market opportunities | 0.866 | 0.733 | 0.943 | 0.943 |
| 2. Market demand is not fully met, and new market segments continue to emerge | 0.838 | ||||
| 3. Consumers are generally willing to try new products and services | 0.847 | ||||
| 4. Consumers have low switching costs among different brands and product categories | 0.875 | ||||
| 5. Incumbent enterprises invest a lot of resources to cultivate their current core competitiveness | 0.862 | ||||
| 6. Most companies in the industry follow past habits and are reluctant to change much | 0.850 | ||||
| Technology opportunities | 1. Short industry technology life cycle, easy to capture new technology opportunities | 0.891 | 0.766 | 0.952 | 0.951 |
| 2. Emerging technologies continue to emerge, making it easy to achieve technological leapfrog development | 0.841 | ||||
| 3. The industry is widely related to technology and can obtain more cross-border innovation opportunities | 0.879 | ||||
| 4. The technology has a wide application field, from which greater innovation benefits can be obtained | 0.886 | ||||
| 5. The technology market is relatively mature, and it is easy for enterprises to obtain the required technology | 0.887 | ||||
| 6. High degree of technology modularity, low barriers to product research and development | 0.867 | ||||
| Higher-order capabilities | 1. Enterprises can timely respond to environmental changes and strategic adjustments | 0.855 | 0.714 | 0.937 | 0.937 |
| 2. The enterprise system and organizational structure are flexible, allowing the transcend of the existing power structure | 0.849 | ||||
| 3. Enterprises can obtain required resources from suppliers/customers/competitors/partners | 0.843 | ||||
| 4. Enterprises can realize shared allocation and utilization of resources within the enterprise | 0.803 | ||||
| 5. The enterprise can continuously improve working methods or business processes to improve work efficiency | 0.863 | ||||
| 6. Enterprises can use new technologies to effectively improve independent research and development capabilities and continuously introduce new products | 0.854 | ||||
| Ordinary capabilities | 1. The company has an innovative culture widely recognized by employees | 0.891 | 0.753 | 0.948 | 0.948 |
| 2. The company has a sound knowledge-sharing system | 0.868 | ||||
| 3. The company implements cross-department staff rotation or creates cross-department project teams | 0.885 | ||||
| 4. the company holds meetings across departments or introduces systems to accumulate, exchange or share information among departments | 0.862 | ||||
| 5. The company can continuously carry out organizational innovation and process innovation | 0.837 | ||||
| 6. The company’s top management team can reasonably delegate power and assign responsibility to capable subordinates | 0.863 | ||||
| Strategic cognition | 1. The company emphasizes that customers, resources, environment and other factors must be considered at the same time | 0.917 | 0.819 | 0.965 | 0.964 |
| 2. The company emphasizes analyzing competition and formulating strategies from the overall perspective | 0.910 | ||||
| 3. The company must look at the overall situation and find a balance among the many contradictions | 0.922 | ||||
| 4. The company believes that it is more important to capture the details than to analyze the whole | 0.899 | ||||
| 5. The company emphasizes that special breakthroughs are more conducive to improving competitiveness than the overall improvement | 0.891 | ||||
| 6. Complex management problems can only be solved by gradually decomposing and analyzing the company one by one | 0.891 | ||||
| Digital transformation | 1. Digital technology provides support for achieving the strategic goals of our enterprise | 0.888 | 0.809 | 0.974 | 0.974 |
| 2. Digital technology drives our enterprises to readjust their strategic goals | 0.900 | ||||
| 3. Our enterprise actively uses digital technology to create new business opportunities | 0.906 | ||||
| 4. Our enterprise uses digital technology to improve existing business activities | 0.909 | ||||
| 5. Our business uses digital technology to distribute products | 0.887 | ||||
| 6. Our company tries to use digital technology to develop new products based on existing products | 0.891 | ||||
| 7. Our company tries to use digital technology to create new products that are less relevant to existing products | 0.897 | ||||
| 8. Our enterprise can match the new operation activities after the implementation of digitalization with the existing organizational structure, or set up a new organizational structure to support the new operation activities | 0.911 | ||||
| 9. Our enterprise has the organizational ability to execute digital transformation or try to improve organizational ability to meet the development needs of digital transformation | 0.906 | ||||
| Entrepreneurship | 1. I’m always thinking of new ways to grow my business | 0.821 | 0.702 | 0.934 | 0.948 |
| 2. I am able to apply ideas, questions and observations to different contexts | 0.862 | ||||
| 3. I'm willing to take high risks for high returns | 0.835 | ||||
| 4. I accept uncertainty as an integral part of business | 0.866 | ||||
| 5. My career is a core part of my life, and I often give up my rest time for work | 0.834 | ||||
| 6. In the face of challenging work, I am always full of passion and eager to try | 0.806 |
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