Construct validity and reliability second stage results
| Scales | Text | Outer loadings | Rho_A | CR | AVE | α |
|---|---|---|---|---|---|---|
| Digital transformation | Digital revolution develops my I CT knowledge at work | 0.763 | 0.938 | 0.941 | 0.573 | 0.932 |
| Digital revolution develops my cognitive skills at work | 0.813 | |||||
| Digital revolution assists me in continuous professional development | 0.760 | |||||
| Digital revolution enhances my career advancement at work | 0.685 | |||||
| Digital revolution makes me creative at work | 0.736 | |||||
| Digital revolution broadens my talent at work | 0.766 | |||||
| Digital revolution brings change and transformation in me compared to the past | 0.718 | |||||
| Digital revolution qualifies me for a higher position at work | 0.725 | |||||
| Digital revolution improves my productivity at work | 0.825 | |||||
| Digital revolution enhances my customer service at work | 0.697 | |||||
| Digital revolution adds value to the work that I handle | 0.785 | |||||
| Digital revolution enhances my responsiveness and adaptation to flexible and productive work | 0.811 | |||||
| Meaning competence | The work I do is very important to me | 0.732 | 0.844 | 0.884 | 0.560 | 0.843 |
| My job activities are personally meaningful to me | 0.774 | |||||
| The work I do is meaningful to me | 0.741 | |||||
| I am confident about my ability to do my job | 0.764 | |||||
| I am self-assured about my capabilities to perform my work activities | 0.777 | |||||
| I have mastered the skills necessary for my job | 0.697 | |||||
| Self-determination | I have significant autonomy in determining how I do my job | 0.899 | 0.894 | 0.928 | 0.811 | 0.883 |
| I can decide on my own how to go about doing my work | 0.936 | |||||
| I have considerable opportunity for independence and freedom in how I do my job | 0.866 | |||||
| Job performance | I complete my tasks on time | 0.664 | 0.766 | 0.843 | 0.574 | 0.752 |
| I meet or exceed my goals | 0.781 | |||||
| I make sure that services meet or exceed quality standards | 0.806 | |||||
| I respond quickly when problems come up | 0.771 |
| Scales | Text | Outer loadings | Rho_A | CR | AVE | α |
|---|---|---|---|---|---|---|
| Digital transformation | Digital revolution develops my I CT knowledge at work | 0.763 | 0.938 | 0.941 | 0.573 | 0.932 |
| Digital revolution develops my cognitive skills at work | 0.813 | |||||
| Digital revolution assists me in continuous professional development | 0.760 | |||||
| Digital revolution enhances my career advancement at work | 0.685 | |||||
| Digital revolution makes me creative at work | 0.736 | |||||
| Digital revolution broadens my talent at work | 0.766 | |||||
| Digital revolution brings change and transformation in me compared to the past | 0.718 | |||||
| Digital revolution qualifies me for a higher position at work | 0.725 | |||||
| Digital revolution improves my productivity at work | 0.825 | |||||
| Digital revolution enhances my customer service at work | 0.697 | |||||
| Digital revolution adds value to the work that I handle | 0.785 | |||||
| Digital revolution enhances my responsiveness and adaptation to flexible and productive work | 0.811 | |||||
| Meaning competence | The work I do is very important to me | 0.732 | 0.844 | 0.884 | 0.560 | 0.843 |
| My job activities are personally meaningful to me | 0.774 | |||||
| The work I do is meaningful to me | 0.741 | |||||
| I am confident about my ability to do my job | 0.764 | |||||
| I am self-assured about my capabilities to perform my work activities | 0.777 | |||||
| I have mastered the skills necessary for my job | 0.697 | |||||
| Self-determination | I have significant autonomy in determining how I do my job | 0.899 | 0.894 | 0.928 | 0.811 | 0.883 |
| I can decide on my own how to go about doing my work | 0.936 | |||||
| I have considerable opportunity for independence and freedom in how I do my job | 0.866 | |||||
| Job performance | I complete my tasks on time | 0.664 | 0.766 | 0.843 | 0.574 | 0.752 |
| I meet or exceed my goals | 0.781 | |||||
| I make sure that services meet or exceed quality standards | 0.806 | |||||
| I respond quickly when problems come up | 0.771 |
Source(s): Authors’ own creation