Results of linear regression analysis of the relationship between interests and needs-supplies fit in the full sample and grouped by age, education, and gender
| Item | Short name of item | Weights for the entire sample | Respondents grouped by age | Respondents grouped by education level | Respondents grouped by gender | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Weights for 35–44 years old | Weights for 55–64 years old | Weights for primary school | Weights for secondary school | Weights for bachelor/eng. Degree | Weights for master degree | Weights for male | Weights for female | |||
| I1 | Clear employer expectations | 0.09037 | 0.10603 | 0.05430 | 0.04762 | 0.08272 | 0.16203 | 0.05865 | 0.08708 | 0.03764 |
| I2 | Fair compensation | 0.01100 | 0.00544 | 0.09428 | 0.04762 | 0.12629 | 0.00002 | 0.02194 | 0.01745 | 0.00682 |
| I3 | Regular feedback | 0.12551 | 0.01242 | 0.05395 | 0.04286 | 0.11233 | 0.13460 | 0.02469 | 0.09429 | 0.15073 |
| I4 | Access to training | 0.04070 | 0.15780 | 0.12630 | 0.04286 | 0.10458 | 0.00764 | 0.02489 | 0.03877 | 0.02807 |
| I5 | Opportunity to make career | 0.00555 | 0.13340 | 0.09583 | 0.04286 | 0.06441 | 0.06071 | 0.02752 | 0.05077 | 0.03563 |
| I6 | Active participation | 0.09602 | 0.02211 | 0.00173 | 0.04286 | 0.04704 | 0.03470 | 0.17247 | 0.02959 | 0.12013 |
| I7 | High-quality tools | 0.14502 | 0.00314 | 0.09394 | 0.04286 | 0.22038 | 0.01722 | 0.11045 | 0.10266 | 0.12986 |
| I8 | Autonomy | 0.08563 | 0.01688 | 0.03271 | 0.28571 | 0.02638 | 0.20543 | 0.05216 | 0.06516 | 0.08779 |
| I9 | Work-life balance | 0.00932 | 0.04509 | 0.10450 | 0.04286 | 0.04688 | 0.00586 | 0.03679 | 0.03910 | 0.01673 |
| I10 | Health and wellness support | 0.02598 | 0.10828 | 0.02654 | 0.04286 | 0.02358 | 0.00363 | 0.08295 | 0.04268 | 0.01407 |
| I11 | Job security | 0.08680 | 0.08759 | 0.06093 | 0.04286 | 0.06106 | 0.09928 | 0.05862 | 0.09360 | 0.06310 |
| I12 | Positive corporate culture | 0.06095 | 0.12027 | 0.08410 | 0.04286 | 0.02998 | 0.07649 | 0.10004 | 0.12486 | 0.07107 |
| I13 | Social needs | 0.20259 | 0.12694 | 0.15227 | 0.19048 | 0.05042 | 0.15267 | 0.22248 | 0.19869 | 0.18021 |
| I14 | Assistance in the case of redundancies | 0.01456 | 0.05459 | 0.01862 | 0.04286 | 0.00396 | 0.03973 | 0.00637 | 0.01532 | 0.05814 |
| Item | Short name of item | Weights for the entire sample | Respondents grouped by age | Respondents grouped by education level | Respondents grouped by gender | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Weights for 35–44 years old | Weights for 55–64 years old | Weights for primary school | Weights for secondary school | Weights for bachelor/eng. Degree | Weights for master degree | Weights for male | Weights for female | |||
| I1 | 0.05430 | 0.04762 | 0.05865 | 0.03764 | ||||||
| I2 | Fair compensation | 0.01100 | 0.00544 | 0.09428 | 0.04762 | 0.00002 | 0.02194 | 0.01745 | 0.00682 | |
| I3 | 0.01242 | 0.05395 | 0.04286 | 0.02469 | ||||||
| I4 | Access to training | 0.04070 | 0.04286 | 0.00764 | 0.02489 | 0.03877 | 0.02807 | |||
| I5 | Opportunity to make career | 0.00555 | 0.04286 | 0.06441 | 0.06071 | 0.02752 | 0.05077 | 0.03563 | ||
| I6 | 0.02211 | 0.00173 | 0.04286 | 0.04704 | 0.03470 | 0.02959 | ||||
| I7 | 0.00314 | 0.04286 | 0.01722 | |||||||
| I8 | 0.01688 | 0.03271 | 0.02638 | 0.20543 | 0.05216 | 0.06516 | ||||
| I9 | Work-life balance | 0.00932 | 0.04509 | 0.04286 | 0.04688 | 0.00586 | 0.03679 | 0.03910 | 0.01673 | |
| I10 | Health and wellness support | 0.02598 | 0.02654 | 0.04286 | 0.02358 | 0.00363 | 0.04268 | 0.01407 | ||
| I11 | 0.06093 | 0.04286 | 0.06106 | 0.05862 | 0.06310 | |||||
| I12 | Positive corporate culture | 0.06095 | 0.04286 | 0.02998 | 0.07107 | |||||
| I13 | 0.05042 | |||||||||
| I14 | Assistance in the case of redundancies | 0.01456 | 0.05459 | 0.01862 | 0.04286 | 0.00396 | 0.03973 | 0.00637 | 0.01532 | 0.05814 |
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