Table 2.
Overview of nursing activities captured in the dataset: Each row corresponds to a distinct activity, with accompanying details including activity description, total recording time in minutes, number of recordings, and statistical measures of activity duration in seconds.
| Activity | Description | Total Mins | Recordings | Mean ± Std (s) |
|---|---|---|---|---|
| Null activity | Null activities include all activities that are not subject to documentation requirements and to avoid overlapping of subsequent activities: adjust bed, wheelchair modification, assist in walking, make a phone call, work at the computer, corona test, reposition costumer, take to the bathroom, cut nails, give insulin, change catheter, hold arm, shower the costumer | 1465.6 | 2259 | 43.9 ± 79.4 |
| Change clothes | Incontinence care, put a bandage, patch, change clothes | 414.9 | 487 | 51.1 ± 52.0 |
| Serve food | Serve drink, serve food | 303.8 | 252 | 72.3 ± 107.7 |
| Wash in bed | Wash in bed | 200.4 | 165 | 72.9 ± 60.5 |
| Kitchen preparation | Make coffee, organize supplies, set up equipment | 176.5 | 164 | 64.6 ± 90.3 |
| Clean up | Tidy/clean the cupboard, clean up, fold laundry, rearrange laundry, empty catheter | 167.2 | 301 | 33.3 ± 53.0 |
| Make bed | Put clean sheets on a bed, make bed | 161.9 | 210 | 46.2 ± 48.5 |
| Deliver food | Deliver tray/dishes, distribute dishes | 125.4 | 375 | 20.1 ± 19.4 |
| Wash at sink | Personal hygiene, skin care, rinse and refresh | 116.6 | 109 | 64.2 ± 59.7 |
| Push wheelchair | Push trolley, push wheelchair | 115.3 | 403 | 17.2 ± 13.5 |
| Put food on plate | Put food on plate | 99.2 | 194 | 30.7 ± 31.9 |
| Collect dishes | Collect dishes | 73.0 | 183 | 23.9 ± 23.2 |
| Prepare bath | Prepare bath | 64.5 | 117 | 33.1 ± 21.8 |
| Wheelchair transfer | Assist with sitting down, assist in getting up, wheelchair transfer | 45.1 | 145 | 18.7 ± 15.8 |
| Put medication | Administering medication to residents | 40.1 | 11 | 218.9 ± 372.5 |
| Pour drinks | Pour drinks | 34.0 | 114 | 17.9 ± 15.9 |
| Dental care | Dental care | 27.7 | 23 | 72.3 ± 51.0 |
| Documentation | Documentation | 26.5 | 48 | 33.1 ± 28.3 |
| Comb hair | Comb hair | 16.4 | 47 | 21.0 ± 20.2 |
| Wipe up | Wipe and tidying up the living spaces of the residents | 10.1 | 19 | 32.0 ± 47.3 |
| Put accessories | Put a bib, put perfume, put accessories | 8.4 | 38 | 13.2 ± 9.9 |
| Blow-dry | Blow-dry | 5.3 | 1 | 317.3 ± NaN |
| Wash hair | Wash hair | 2.1 | 8 | 15.7 ± 7.2 |