Summary statistics, skill/competency classification
| Group I | N | mean | sd | p25 | median | p75 |
|---|---|---|---|---|---|---|
| Skills | ||||||
| Binary | 553,132 | 0.332 | 0.471 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.099 | 0.191 | 0 | 0.0358 | 0.119 |
| Knowledge | ||||||
| Binary | 553,132 | 0.705 | 0.456 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.082 | 0.180 | 0 | 0.0215 | 0.0868 |
| Ability | ||||||
| Binary | 553,132 | 0.070 | 0.256 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.017 | 0.108 | 0 | 0 | 0 |
| Activities | ||||||
| Binary | 553,132 | 0.676 | 0.468 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.094 | 0.190 | 0 | 0.0303 | 0.104 |
| Work style | ||||||
| Binary | 553,132 | 0.515 | 0.500 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.103 | 0.219 | 0 | 0.0151 | 0.111 |
| Group II | N | mean | sd | p25 | median | p75 |
| Cognitive | ||||||
| Binary | 553,132 | 0.353 | 0.478 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.076 | 0.213 | 0 | 0 | 0.063 |
| Hard-skills | ||||||
| Binary | 553,132 | 0.414 | 0.493 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.089 | 0.205 | 0 | 0 | 0.086 |
| Organizational | ||||||
| Binary | 553,132 | 0.122 | 0.327 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.022 | 0.090 | 0 | 0 | 0 |
| Social | ||||||
| Binary | 553,132 | 0.457 | 0.498 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.060 | 0.163 | 0 | 0 | 0.057 |
| Digital | ||||||
| Binary | 553,132 | 0.173 | 0.378 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.024 | 0.095 | 0 | 0 | 0 |
| N | mean | sd | p25 | median | p75 | |
|---|---|---|---|---|---|---|
| Binary | 553,132 | 0.332 | 0.471 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.099 | 0.191 | 0 | 0.0358 | 0.119 |
| Binary | 553,132 | 0.705 | 0.456 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.082 | 0.180 | 0 | 0.0215 | 0.0868 |
| Binary | 553,132 | 0.070 | 0.256 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.017 | 0.108 | 0 | 0 | 0 |
| Binary | 553,132 | 0.676 | 0.468 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.094 | 0.190 | 0 | 0.0303 | 0.104 |
| Binary | 553,132 | 0.515 | 0.500 | 0 | 1 | 1 |
| TF-IDF | 553,132 | 0.103 | 0.219 | 0 | 0.0151 | 0.111 |
| N | mean | sd | p25 | median | p75 | |
| Binary | 553,132 | 0.353 | 0.478 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.076 | 0.213 | 0 | 0 | 0.063 |
| Binary | 553,132 | 0.414 | 0.493 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.089 | 0.205 | 0 | 0 | 0.086 |
| Binary | 553,132 | 0.122 | 0.327 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.022 | 0.090 | 0 | 0 | 0 |
| Binary | 553,132 | 0.457 | 0.498 | 0 | 0 | 1 |
| TF-IDF | 553,132 | 0.060 | 0.163 | 0 | 0 | 0.057 |
| Binary | 553,132 | 0.173 | 0.378 | 0 | 0 | 0 |
| TF-IDF | 553,132 | 0.024 | 0.095 | 0 | 0 | 0 |
Source(s): Authors' calculations on AIDA and Wollybi data of 2015–2018