Evaluation of the first-order model
| Constructs | Outer loadings | CA | CR (rho_c) | AVE |
|---|---|---|---|---|
| AI Readiness (AIR) | ||||
| AIR1: I am aware of the types of tasks in my career field where AI can be applied | 0.892 | 0.914 | 0.939 | 0.794 |
| AIR2: I feel confident that I can quickly adapt to using AI tools in my professional work | 0.892 | |||
| AIR3: I believe I can identify the opportunities and challenges of applying AI in my professional work | 0.914 | |||
| AIR4: I can act in accordance with ethical principles in using AI for my professional tasks | 0.867 | |||
| EL involvement (IEL) | ||||
| IEL1: I am always attentive to EL activities | 0.875 | 0.869 | 0.911 | 0.719 |
| IEL2: I am always persistent with challenging tasks in EL activities | 0.863 | |||
| IEL3: I always participate actively in EL activities | 0.803 | |||
| IEL4: I always strive to fulfill my assignments with utmost excellence | 0.849 | |||
| Perceived employability (PE) I recognize my … | ||||
| General competency (GC) | ||||
| GC1: Ability to express myself and to communicate with others | 0.803 | 0.853 | 0.895 | 0.630 |
| GC2: Ability to manage time | 0.790 | |||
| GC3: Leadership capabilities | 0.807 | |||
| GC4: Ability to innovate | 0.817 | |||
| GC5: Ability to work with others as a team | 0.749 | |||
| Professional competency (PC) | ||||
| PC1: Professional knowledge and skills | 0.825 | 0.845 | 0.896 | 0.683 |
| PC2: Basic computer application skills | 0.801 | |||
| PC3: My ability to apply theory to actual work | 0.845 | |||
| PC4: Ability to discover and solve problems | 0.834 | |||
| Work attitude (WA) | ||||
| WA1: Willingness to learn | 0.888 | 0.857 | 0.913 | 0.777 |
| WA2: Ability to adapt to changes | 0.874 | |||
| WA3: Dedication to work | 0.883 | |||
| Career planning and confidence (CPC) | ||||
| CPC1: Ability to understand and plan career | 0.893 | 0.867 | 0.918 | 0.790 |
| CPC2: Ability to further understand and plan career | 0.899 | |||
| CPC3: Ability to land a job in the future | 0.874 | |||
| Self-congruence (ASC) | ||||
| Actual self-congruence (ASC) | ||||
| ASC1: Job [X] is consistent with how I see myself | 0.893 | 0.864 | 0.917 | 0.786 |
| ASC2: I am quite similar to the personality needed for job [X] | 0.885 | |||
| ASC3: The personality needed for job [X] is congruent with how I see myself | 0.883 | |||
| Ideal self-congruence (ISC) | ||||
| ISC1: Job [X] is consistent with how I would like to see myself | 0.890 | 0.847 | 0.907 | 0.766 |
| ISC2: I would like to be perceived as having a personality similar to that needed for job [X] | 0.871 | |||
| ISC3: The personality needed for job [X] is congruent with how I would like to see myself | 0.863 | |||
| Job passion (JP) | ||||
| JP1: I find it interesting to think about job [X] | 0.830 | 0.904 | 0.926 | 0.678 |
| JP2: I would find it enjoyable if I have the opportunity to take on job [X] | 0.856 | |||
| JP3: I would feel energized if I have the opportunity to take on job [X] as my first job | 0.867 | |||
| JP4: I would feel thrilled if I succeeded in job [X] as my first job | 0.724 | |||
| JP5: I believe that taking on job [X] as my first job is the best way to pursue my passion | 0.830 | |||
| JP6: Taking on job [X] is a significant start in shaping my career path | 0.826 | |||
| Job intention (JI) | ||||
| JI1: I have thought seriously about starting my first career in the H&T industry in the future | 0.870 | 0.882 | 0.919 | 0.739 |
| JI2: I am interested in working in the H&T industry in the future | 0.844 | |||
| JI3: I have strong intentions to start my first career in the H&T industry in the future | 0.853 | |||
| JI4: I will choose a career in the H&T industry in the future | 0.872 | |||
| Constructs | Outer loadings | CA | CR (rho_c) | AVE |
|---|---|---|---|---|
| AIR1: I am aware of the types of tasks in my career field where AI can be applied | 0.892 | 0.914 | 0.939 | 0.794 |
| AIR2: I feel confident that I can quickly adapt to using AI tools in my professional work | 0.892 | |||
| AIR3: I believe I can identify the opportunities and challenges of applying AI in my professional work | 0.914 | |||
| AIR4: I can act in accordance with ethical principles in using AI for my professional tasks | 0.867 | |||
| IEL1: I am always attentive to EL activities | 0.875 | 0.869 | 0.911 | 0.719 |
| IEL2: I am always persistent with challenging tasks in EL activities | 0.863 | |||
| IEL3: I always participate actively in EL activities | 0.803 | |||
| IEL4: I always strive to fulfill my assignments with utmost excellence | 0.849 | |||
| GC1: Ability to express myself and to communicate with others | 0.803 | 0.853 | 0.895 | 0.630 |
| GC2: Ability to manage time | 0.790 | |||
| GC3: Leadership capabilities | 0.807 | |||
| GC4: Ability to innovate | 0.817 | |||
| GC5: Ability to work with others as a team | 0.749 | |||
| PC1: Professional knowledge and skills | 0.825 | 0.845 | 0.896 | 0.683 |
| PC2: Basic computer application skills | 0.801 | |||
| PC3: My ability to apply theory to actual work | 0.845 | |||
| PC4: Ability to discover and solve problems | 0.834 | |||
| WA1: Willingness to learn | 0.888 | 0.857 | 0.913 | 0.777 |
| WA2: Ability to adapt to changes | 0.874 | |||
| WA3: Dedication to work | 0.883 | |||
| CPC1: Ability to understand and plan career | 0.893 | 0.867 | 0.918 | 0.790 |
| CPC2: Ability to further understand and plan career | 0.899 | |||
| CPC3: Ability to land a job in the future | 0.874 | |||
| ASC1: Job [X] is consistent with how I see myself | 0.893 | 0.864 | 0.917 | 0.786 |
| ASC2: I am quite similar to the personality needed for job [X] | 0.885 | |||
| ASC3: The personality needed for job [X] is congruent with how I see myself | 0.883 | |||
| | ||||
| ISC1: Job [X] is consistent with how I would like to see myself | 0.890 | 0.847 | 0.907 | 0.766 |
| ISC2: I would like to be perceived as having a personality similar to that needed for job [X] | 0.871 | |||
| ISC3: The personality needed for job [X] is congruent with how I would like to see myself | 0.863 | |||
| JP1: I find it interesting to think about job [X] | 0.830 | 0.904 | 0.926 | 0.678 |
| JP2: I would find it enjoyable if I have the opportunity to take on job [X] | 0.856 | |||
| JP3: I would feel energized if I have the opportunity to take on job [X] as my first job | 0.867 | |||
| JP4: I would feel thrilled if I succeeded in job [X] as my first job | 0.724 | |||
| JP5: I believe that taking on job [X] as my first job is the best way to pursue my passion | 0.830 | |||
| JP6: Taking on job [X] is a significant start in shaping my career path | 0.826 | |||
| JI1: I have thought seriously about starting my first career in the H&T industry in the future | 0.870 | 0.882 | 0.919 | 0.739 |
| JI2: I am interested in working in the H&T industry in the future | 0.844 | |||
| JI3: I have strong intentions to start my first career in the H&T industry in the future | 0.853 | |||
| JI4: I will choose a career in the H&T industry in the future | 0.872 | |||
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