Results of confirmatory factor analysis and measurement properties
| Variable | Alpha | Standardized Loadings (λyi) | Reliability (λ2yi) | Variance (Var(εi)) | Variance-extracted Estimate Σ (λ2yi)/[(λ2yi) + (Var(εi))] |
|---|---|---|---|---|---|
| Anger | 0.78 | 0.58 | |||
| I am angry that this crisis has happened | 0.71 | 0.51 | 0.49 | ||
| I have great animosity towards those who caused this crisis to happen | 0.81 | 0.65 | 0.35 | ||
| I feel aggrieved that it should be our company's turn in this crisis | 0.75 | 0.56 | 0.44 | ||
| Recognizing value from major errors | 0.85 | 0.57 | |||
| For this crisis/critical crisis, we have fully investigated and collected relevant information | 0.73 | 0.53 | 0.47 | ||
| We also looked outside for similar crisis/critical crisis cases | 0.76 | 0.58 | 0.42 | ||
| We quickly recognized the usefulness of this crisis/critical crisis to the growth of new knowledge | 0.80 | 0.63 | 0.37 | ||
| We also try to understand the crisis/critical crisis in depth | 0.78 | 0.61 | 0.39 | ||
| After the crisis, we held a special meeting to analyze it | 0.69 | 0.48 | 0.52 | ||
| EM culture | 0.93 | 0.62 | |||
| For us, mistakes help to improve our work | 0.79 | 0.63 | 0.37 | ||
| After a mistake occurs, we will make a thorough analysis and study | 0.81 | 0.65 | 0.35 | ||
| After a mistake, we think about how to correct it | 0.84 | 0.71 | 0.29 | ||
| In our team, how can we avoid the mistakes that have happened | 0.85 | 0.72 | 0.28 | ||
| If something is wrong at work, people take the time to figure it out | 0.82 | 0.67 | 0.33 | ||
| After we make a mistake, we try to understand the cause of it | 0.74 | 0.55 | 0.45 | ||
| Our mistakes show where we can improve | 0.68 | 0.47 | 0.53 | ||
| When a mistake is made, we generally know how to correct it | 0.75 | 0.56 | 0.44 | ||
| Although we made mistakes, we didn't give up the ultimate goal | 0.79 | 0.62 | 0.38 | ||
| When someone fails to complete a task because of a mistake, they can rely on other colleagues to help them complete the task (dropped because of low factor loadings) | |||||
| When an employee makes a mistake, they ask their colleagues for guidance on how to proceed (dropped because of low factor Loadings) | |||||
| Experience | 0.75 | 0.55 | |||
| When it comes to trusting people, I usually rely on my gut feeling | 0.70 | 0.49 | 0.51 | ||
| I often rely on intuition to decide what to do | 0.74 | 0.55 | 0.45 | ||
| I tend to use my feelings to guide my actions | 0.68 | 0.46 | 0.54 | ||
| I think it's foolish to make important decisions based on feelings | 0.77 | 0.60 | 0.40 | ||
| I trust my instincts | 0.84 | 0.71 | 0.29 | ||
| Intuition has always been useful to me in solving problems in my life | 0.72 | 0.52 | 0.48 | ||
| I don't trust my first feelings about people (dropped because of low Factor loadings) | |||||
| I don't like having to rely on my gut to make decisions (dropped Because of low factor loadings) | |||||
| Learning behavior | 0.81 | 0.74 | |||
| We learned something new from the crisis/critical crisis | 0.70 | 0.49 | 0.51 | ||
| The crisis/critical crisis has led to some changes (policies, procedures, structures, etc.) in the company | 0.93 | 0.87 | 0.13 | ||
| Does the crisis bring new insights or ideas to the organization? | 0.93 | 0.86 | 0.14 | ||
| Does the organization take corrective action to prevent this from happening again? (dropped because of low factor loadings) | |||||
| Supply chain disruptions | 0.80 | 0.56 | |||
| The disruptions impact company reputation | 0.74 | 0.55 | 0.45 | ||
| The disruptions impact manufacturing | 0.75 | 0.56 | 0.44 | ||
| The disruptions impact sales | 0.78 | 0.61 | 0.39 | ||
| The disruptions impact the functioning of human resources | 0.72 | 0.52 | 0.48 | ||
| The disruptions impact finance | 0.73 | 0.53 | 0.47 | ||
| The disruptions impact the information system | 0.71 | 0.50 | 0.50 | ||
| The disruptions impact the R&D | 0.82 | 0.67 | 0.33 | ||
| Positive grieving | 0.86 | 0.54 | |||
| Perhaps a positive opportunity will emerge from the crisis encountered by enterprises | 0.73 | 0.53 | 0.47 | ||
| Our company is willing to explore the opportunity brought by the crisis from the crisis of the enterprise | 0.75 | 0.56 | 0.44 | ||
| Our company will try to listen to everyone's views on this crisis with an open mind | 0.78 | 0.61 | 0.39 | ||
| I accept the fact that the crisis has happened | 0.69 | 0.48 | 0.52 | ||
| I think our company can handle the crisis well | 0.74 | 0.54 | 0.46 | ||
| Our company is ready to make the necessary adjustments | 0.71 | 0.50 | 0.50 |
| Variable | Alpha | Standardized | Reliability | Variance | Variance-extracted |
|---|---|---|---|---|---|
| 0.78 | 0.58 | ||||
| I am angry that this crisis has happened | 0.71 | 0.51 | 0.49 | ||
| I have great animosity towards those who caused this crisis to happen | 0.81 | 0.65 | 0.35 | ||
| I feel aggrieved that it should be our company's turn in this crisis | 0.75 | 0.56 | 0.44 | ||
| 0.85 | 0.57 | ||||
| For this crisis/critical crisis, we have fully investigated and collected relevant information | 0.73 | 0.53 | 0.47 | ||
| We also looked outside for similar crisis/critical crisis cases | 0.76 | 0.58 | 0.42 | ||
| We quickly recognized the usefulness of this crisis/critical crisis to the growth of new knowledge | 0.80 | 0.63 | 0.37 | ||
| We also try to understand the crisis/critical crisis in depth | 0.78 | 0.61 | 0.39 | ||
| After the crisis, we held a special meeting to analyze it | 0.69 | 0.48 | 0.52 | ||
| 0.93 | 0.62 | ||||
| For us, mistakes help to improve our work | 0.79 | 0.63 | 0.37 | ||
| After a mistake occurs, we will make a thorough analysis and study | 0.81 | 0.65 | 0.35 | ||
| After a mistake, we think about how to correct it | 0.84 | 0.71 | 0.29 | ||
| In our team, how can we avoid the mistakes that have happened | 0.85 | 0.72 | 0.28 | ||
| If something is wrong at work, people take the time to figure it out | 0.82 | 0.67 | 0.33 | ||
| After we make a mistake, we try to understand the cause of it | 0.74 | 0.55 | 0.45 | ||
| Our mistakes show where we can improve | 0.68 | 0.47 | 0.53 | ||
| When a mistake is made, we generally know how to correct it | 0.75 | 0.56 | 0.44 | ||
| Although we made mistakes, we didn't give up the ultimate goal | 0.79 | 0.62 | 0.38 | ||
| When someone fails to complete a task because of a mistake, they can rely on other colleagues to help them complete the task (dropped because of low factor loadings) | |||||
| When an employee makes a mistake, they ask their colleagues for guidance on how to proceed (dropped because of low factor | |||||
| 0.75 | 0.55 | ||||
| When it comes to trusting people, I usually rely on my gut feeling | 0.70 | 0.49 | 0.51 | ||
| I often rely on intuition to decide what to do | 0.74 | 0.55 | 0.45 | ||
| I tend to use my feelings to guide my actions | 0.68 | 0.46 | 0.54 | ||
| I think it's foolish to make important decisions based on feelings | 0.77 | 0.60 | 0.40 | ||
| I trust my instincts | 0.84 | 0.71 | 0.29 | ||
| Intuition has always been useful to me in solving problems in my life | 0.72 | 0.52 | 0.48 | ||
| I don't trust my first feelings about people (dropped because of low | |||||
| I don't like having to rely on my gut to make decisions (dropped | |||||
| 0.81 | 0.74 | ||||
| We learned something new from the crisis/critical crisis | 0.70 | 0.49 | 0.51 | ||
| The crisis/critical crisis has led to some changes (policies, procedures, structures, etc.) in the company | 0.93 | 0.87 | 0.13 | ||
| Does the crisis bring new insights or ideas to the organization? | 0.93 | 0.86 | 0.14 | ||
| Does the organization take corrective action to prevent this from happening again? (dropped because of low factor loadings) | |||||
| 0.80 | 0.56 | ||||
| The disruptions impact company reputation | 0.74 | 0.55 | 0.45 | ||
| The disruptions impact manufacturing | 0.75 | 0.56 | 0.44 | ||
| The disruptions impact sales | 0.78 | 0.61 | 0.39 | ||
| The disruptions impact the functioning of human resources | 0.72 | 0.52 | 0.48 | ||
| The disruptions impact finance | 0.73 | 0.53 | 0.47 | ||
| The disruptions impact the information system | 0.71 | 0.50 | 0.50 | ||
| The disruptions impact the R&D | 0.82 | 0.67 | 0.33 | ||
| 0.86 | 0.54 | ||||
| Perhaps a positive opportunity will emerge from the crisis encountered by enterprises | 0.73 | 0.53 | 0.47 | ||
| Our company is willing to explore the opportunity brought by the crisis from the crisis of the enterprise | 0.75 | 0.56 | 0.44 | ||
| Our company will try to listen to everyone's views on this crisis with an open mind | 0.78 | 0.61 | 0.39 | ||
| I accept the fact that the crisis has happened | 0.69 | 0.48 | 0.52 | ||
| I think our company can handle the crisis well | 0.74 | 0.54 | 0.46 | ||
| Our company is ready to make the necessary adjustments | 0.71 | 0.50 | 0.50 |
Source(s): Authors’ own elaboration
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