From: Drop-out in dual VET: why we should consider the drop-out direction when analysing drop-out
Scale | Item | Cronbach’s α (if item deleted) | Mean value | Standard deviation | Discriminatory power |
---|---|---|---|---|---|
Personal factors | |||||
Professional commitment | 008 I am motivated, no matter what kind of task I am confronted with | 0.742 | 2.63 | 0.870 | 0.486 |
(α 0.77) | 009 I am reliable, no matter what kind of task I am confronted with | 0.741 | 3.58 | 0.602 | 0.465 |
010 I am willing to put all my effort into my job | 0.727 | 3.34 | 0.710 | 0.526 | |
xxx I finish every activity I have started | 0.749 | 3.54 | 0.591 | 0.419 | |
xxx I am diligent at work | 0.716 | 3.53 | 0.619 | 0.592 | |
xxx I am persevering at work | 0.742 | 3.22 | 0.623 | 0.457 | |
xxx I work hard to achieve my professional goals | 0.737 | 3.24 | 0.734 | 0.484 | |
Learning environment | |||||
Work climate | 021 If necessary the employees in my company support each other | 0.710 | 3.08 | 0.832 | 0.558 |
(α 0.76) | 022 There is a personal atmosphere within my company | 0.724 | 2.98 | 0.854 | 0.514 |
023 There is a bad working atmosphere in my company. [R] | 0.666 | 2.95 | 0.897 | 0.670 | |
024 There is strong competition between employees in my company. [R] | 0.730 | 2.91 | 0.885 | 0.497 | |
025 Employees in my company are rigorously monitored and controlled. [R] | 0.758 | 2.74 | 0.973 | 0.428 | |
In-company learning | 026 Workplace learning in my company is characterized by different teaching methods | 1.86 | 1.053 | 0.723 | |
(α 0.84) | 027 Workplace learning in my company is characterized by the usage of different materials and media | 2.11 | 1.052 | 0.723 | |
Usefulness of learning venue cooperation | 030 What I learn at vocational school is important for the daily work in my company | 0.576 | 1.75 | 0.912 | 0.627 |
(α 0.74) | 031 When managing work tasks in the company, I benefit from knowledge I accumulated during vocational school sessions | 0.558 | 1.89 | 0.926 | 0.640 |
033 The in-company vocational training and the vocational school are well coordinated | 0.810 | 1.39 | 1.051 | 0.436 | |
Work tasks | |||||
Overload | 045 In my company I feel under pressure of time at work. [*] | 0.796 | 2.81 | 0.878 | 0.538 |
(α 0.82) | 048 In my company others interfere with my work. [*] | 0.814 | 3.29 | 0.783 | 0.433 |
049 I have problems recharging my energy in my spare time after work. [*] | 0.767 | 2.76 | 1.185 | 0.661 | |
050 Because of the daily demands in my company I feel totally exhausted, tired and drained. [*] | 0.751 | 2.45 | 1.123 | 0.723 | |
051 I often think ‘I can’t go on any longer’. [*] | 0.770 | 3.06 | 1.084 | 0.650 | |
xxx I have to do a lot of activities at once. [*] | 0.808 | 2.19 | 1.080 | 0.480 | |
Variety of tasks | 052 In my company I deal with a variety of work tasks | 0.831 | 2.45 | 0.899 | 0.424 |
(α 0.75) | 053 In my company I work on new tasks every now and then | 0.551 | 2.34 | 0.973 | 0.680 |
054 In my company work tasks are highly diversified | 0.572 | 2.40 | 1.019 | 0.662 | |
Variety of tasks | 052 In my company I deal with a variety of work tasks | 0.831 | 2.45 | 0.899 | 0.424 |
(α 0.75) | 053 In my company I work on new tasks every now and then | 0.551 | 2.34 | 0.973 | 0.680 |
054 In my company work tasks are highly diversified | 0.572 | 2.40 | 1.019 | 0.662 | |
Variety of tasks | 052 In my company I deal with a variety of work tasks | 0.831 | 2.45 | 0.899 | 0.424 |
(α 0.75) | 053 In my company I work on new tasks every now and then | 0.551 | 2.34 | 0.973 | 0.680 |
054 In my company work tasks are highly diversified | 0.572 | 2.40 | 1.019 | 0.662 | |
Autonomy | 056 In my company I am given flexibility in the timing of work tasks | 0.795 | 2.35 | 0.956 | 0.376 |
(α 0.76)' | xxx In my company, I can make many decisions myself in my work | 0.693 | 2.64 | 1.071 | 0.585 |
057 In my company I am able to decide what means to take to reach a goal | 0.662 | 2.52 | 1.030 | 0.639 | |
Autonomy | 056 In my company I am given flexibility in the timing of work tasks | 0.795 | 2.35 | 0.956 | 0.376 |
(α 0.76) | xxx In my company, I can make many decisions myself in my work | 0.693 | 2.64 | 1.071 | 0.585 |
057 In my company I am able to decide what means to take to reach a goal | 0.662 | 2.52 | 1.030 | 0.639 | |
058 In my company I am given an enormous amount of freedom in doing my job | 0.653 | 2.50 | 1.014 | 0.656 | |
Relevance of tasks | 059 In my company I am given responsible tasks | 2.71 | 0.955 | 0.661 | |
(α 0.79) | 060 In my company I work on ‘real tasks’ | 3.17 | 0.881 | 0.661 | |
Non-training tasks | 061 In my company I have to deal with several tasks that are not part of my vocational training program (e.g. make coffee, copying, etc.). [R] | 2.87 | 1.131 | ||
Complexity of tasks | 063 In my company work tasks are characterized by considering a wide range of information | 0.587 | 2.52 | 0.850 | 0.623 |
(α 0.74) | 064 In my company work tasks are characterized by considering a wide range of objectives. [*] | 0.671 | 2.63 | 0.899 | 0.551 |
065 In my company work tasks are characterized by considering changes over time | 0.703 | 2.54 | 0.886 | 0.523 | |
Training requirements and ability level | 067 In my company I am confronted with tasks that are too complicated. [*] | 1.54 | 1.635 | 0.482 | |
(α 0.65) | 068 In my company I am confronted with tasks I am insufficiently trained and prepared for. [*] | 1.66 | 1.610 | 0.482 | |
Social interaction | |||||
Involvement in occupational expert culture | 072 I am involved in the improvement of work processes in my company | 0.535 | 2.06 | 1.122 | 0.432 |
(α 0.63) | 073 My ideas and proposals are considered in my company | 0.529 | 2.05 | 1.058 | 0.437 |
074 I am involved in the discussion of technical and professional issues in my company | 0.522 | 1.88 | 1.137 | 0.441 | |
Functional involvement | 078 Basically, my work tasks play a crucial role for my department | 2.33 | 0.991 | 0.511 | |
(α 0.67) | 079 I am well integrated into the operational working procedures | 2.30 | 0.893 | 0.511 | |
Social involvement | 080 Employees in my company are interested in me | 0.676 | 2.85 | 0.870 | 0.743 |
(α 0.80) | 081 Employees in my company are interested in my private well-being | 0.788 | 2.42 | 1.061 | 0.573 |
083 Employees in my company seem disturbed by my presence. [R] | 0.762 | 3.60 | 0.719 | 0.585 | |
084 Employees in my company ignore me. [R] | 0.757 | 3.64 | 0.709 | 0.601 | |
Educational mediation | |||||
Mentoring | 085 In my company nobody feels responsible for me. [R] | 2.54 | 1.681 | 0.588 | |
(α 0.74) | 086 In my company I am completely left alone to myself. [R] | 2.58 | 1.714 | 0.588 | |
Curriculum orientation | 089 I do know my in-company training plan | 2.56 | 1.075 | 0.485 | |
(α 0.65) | 090 The arrangements of my in-company training plan are observed | 2.56 | 1.137 | 0.485 | |
Feedback | 092 In my company good performances are praised | 0.836 | 2.86 | 1.073 | 0.622 |
(α 0.86) | 093 Normally I do know whether I perform work tasks satisfactorily or not | 0.827 | 2.92 | 0.850 | 0.673 |
094 I find it hard to figure out whether I perform work tasks satisfactorily or not. [R] | 0.845 | 2.93 | 0.896 | 0.560 | |
095 The training personnel and my colleagues let me know whether I perform work tasks satisfactorily or not | 0.814 | 2.77 | 0.969 | 0.732 | |
xxx The training personnel always give clear and convincing reasons for the assessment of my performance | 0.819 | 2.61 | 0.973 | 0.706 | |
xxx The training personnel check my work results and give me factual feedback | 0.843 | 2.65 | 0.972 | 0.578 | |
Personnel and instructions | 097 Those who train me on the job are able to answer difficult technical questions | 0.853 | 2.15 | 0.926 | 0.745 |
(α 0.89) | 098 Those who train me on the job can explain well | 0.872 | 2.26 | 0.853 | 0.696 |
99 There is a lot I can learn from those who train me on the job | 0.849 | 2.13 | 0.940 | 0.756 | |
101 Those who train me on the job are technically competent | 0.831 | 2.15 | 0.923 | 0.801 | |
Vocational school | |||||
Teacher competency | xxx My teachers explain well | 0.895 | 2.36 | 0.872 | 0.724 |
(α 0.91) | xxx I like my teachers | 0.891 | 2.64 | 0.858 | 0.756 |
xxx My teachers want the best for me | 0.886 | 2.62 | 0.911 | 0.789 | |
xxx My teachers always support me | 0.884 | 2.54 | 0.894 | 0.801 | |
xxx I can ask my teachers anything | 0.895 | 2.64 | 0.991 | 0.723 | |
xxx I feel supported by my teachers when I have personal problems as well | 0.900 | 1.96 | 1.149 | 0.719 | |
School learning content | xxx All of the important commercial foundations are taught in the classroom | 0.736 | 2.32 | 0.830 | 0.349 |
(α 0.73) | xxx The school also teaches specialist knowledge that I need in the company | 0.740 | 2.57 | 1.230 | 0.406 |
xxx At school, my practical work from the company was consolidated through background information | 0.631 | 2.61 | 1.018 | 0.632 | |
xxx In the course of learning in vocational school, I can network knowledge from different subjects | 0.662 | 2.39 | 0.877 | 0.573 | |
xxx In class I understand how the content relates to operational practice | 0.660 | 2.47 | 0.912 | 0.572 | |
Output: drop-out intention | |||||
Upwards | xxx I want to quit training to study at university (including dual university or university of applied sciences) | 0.42 | 1.116 | ||
Horizontal (company) | xxx I want to change my training company | 0.63 | 1.276 | ||
Horizontal (occupation) | xxx I want to change my training occupation | 0.63 | 1.294 | ||
Downwards | xxx I want to work without any training | 0.34 | 1.023 |