| Literature DB >> 36078204 |
Sandra Schade Jacobsen1, Matthew Leigh Stevens1, Kristina Karstad1, Charlotte Diana Nørregaard Rasmussen1, Alexander Bork Kühnel1, Andreas Holtermann1.
Abstract
Accurate and simple measures for classifying nursing home residents according to their care needs would be valuable for planning eldercare work. Our aim was to validate a developed classification scale of residents' need for physical assistance. Eldercare workers and managers in 20 Danish nursing homes classified 1456 residents into four categories (from light to complete need for physical assistance). We validated the resident need-for-assistance scale against 4716 workplace observation sequences of caring activities performed by eldercare workers. We found a strong correlation between the resident need-for-assistance scale and observed number of resident handlings (r = 0.71) and a moderate correlation for observed duration of care (r = 0.57). The discriminative ability of the scale was good for both number of resident handlings (ROC-AUC = 0.81) and for duration of care (ROC-AUC = 0.76). Our findings indicate that this simple scale is valid and feasible for classifying residents according to their physical assistance needs.Entities:
Keywords: musculoskeletal disorders; physical demands; workplace
Mesh:
Year: 2022 PMID: 36078204 PMCID: PMC9518095 DOI: 10.3390/ijerph191710488
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1The resident need-for-physical-assistance scale.
Descriptive results of the residents’ observed need for physical assistance according to the resident need-for-physical-assistance scale.
| Resident Need-for-Assistance Classification | |||||
|---|---|---|---|---|---|
| All Residents | Light | Moderate | Extensive | Complete | |
| Resident body weight (kg) | 65.46 ± 15.14 | 66.49 ± 15.49 | 64.85 ± 14.56 | 66.20 ± 15.86 | 64.78 ± 15.05 |
| Whole day | |||||
| Total number of handling activities | 3.2 ± 4.5 | 0.3 ± 0.9 | 0.9 ± 1.9 | 3.1 ± 3.7 | 8.1 ± 5.0 |
| Number of lifting activities | 1.0 ± 1.6 | 0.1 ± 0.3 | 0.3 ± 0.8 | 1.2 ± 1.6 | 2.3 ± 1.8 |
| Number of repositioning activities | 1.1 ± 1.8 | 0.2 ± 0.7 | 0.5 ± 1.0 | 1.2 ± 1.6 | 2.4 ± 3.4 |
| Number of turning activities | 1.1 ± 2.3 | 0.0 ± 0.2 | 0.2 ± 0.7 | 0.8 ± 1.8 | 3.3 ± 3.1 |
| Number of handlings without | 2.3 ± 4.0 | 0.1 ± 0.6 | 0.4 ± 1.3 | 1.8 ± 3.2 | 6.5 ± 5.0 |
| Duration of care (min) | 46.9 ± 26.8 | 27.1 ± 18.5 | 36.9 ± 19.4 | 51.7 ± 24.2 | 67.8 ± 25.5 |
Figure 2Boxplots for (A) total number of observed resident handlings (the total number of physical caring activities such as lifting, turning and repositioning the resident) and (B) observed duration of care (the total time spend caring for the resident) on a whole day (day and evening shifts combined) according to the resident need-for-assistance scale.
Descriptive results of the residents’ observed need for physical assistance according to the resident need-for-physical-assistance scale on day and evening shifts.
| Resident Need-for-Assistance Classification | |||||
|---|---|---|---|---|---|
| All Residents | Light | Moderate | Extensive | Complete | |
| Day shift | |||||
| Total number of handling activities | 1.9 ± 3.1 | 0.1 ± 0.6 | 0.50 ± 1.3 | 1.9 ± 2.7 | 5.3 ± 3.9 |
| Number of lifting activities | 0.6 ± 1.1 | 0.0 ± 0.2 | 0.2 ± 0.6 | 0.7 ± 1.1 | 1.5 ± 1.3 |
| Number of repositioning activities | 0.64 ± 1.32 | 0.1 ± 0.4 | 0.3 ± 0.7 | 0.7 ± 1.6 | 1.7 ± 2.0 |
| Number of turning activities | 0.7 ± 1.6 | 0.01 ± 0.1 | 0.1 ± 0.4 | 0.5 ± 1.3 | 2.2 ± 2.3 |
| Number of handlings without | 1.33 ± 2.77 | 0.1 ± 0.5 | 0.2 ± 0.8 | 1.1 ± 2.4 | 4.33 ± 3.8 |
| Duration of care (min) | 32.0 ± 21.5 | 17.6 ± 15.6 | 25.7 ± 15.6 | 36.9 ± 20.9 | 48.7 ± 21.3 |
| Evening shift | |||||
| Total number of handling activities | 1.1 ± 1.8 | 0.1 ± 0.4 | 0.4 ± 0.9 | 1.2 ± 1.7 | 2.6 ± 2.1 |
| Number of lifting activities | 0.4 ± 0.7 | 0.0 ± 0.1 | 0.1 ± 0.4 | 0.5 ± 0.9 | 0.8 ± 0.9 |
| Number of repositioning activities | 0.4 ± 0.9 | 0.1 ± 0.3 | 0.2 ± 0.6 | 0.5 ± 1.0 | 0.8 ± 1.0 |
| Number of turning activities | 0.4 ± 1.0 | 0.0 ± 0.0 | 0.1 ± 0.3 | 0.2 ± 0.7 | 1.1 ± 1.5 |
| Number of handlings without | 0.8 ± 1.5 | 0.0 ± 0.2 | 0.2 ± 0.7 | 0.7 ± 1.3 | 2.1 ± 2.1 |
| Duration of care (min) | 12.7 ± 10.1 | 6.3 ± 6.6 | 10.3 ± 8.4 | 14.3 ± 9.4 | 18.7 ± 11.0 |
Spearman’s rho correlation coefficient between the resident need-for-assistance scale and observed outcomes, and area under the receiver operating characteristics curve (ROC-AUC) values.
| Spearman’s Rho | ROC-AUC * | |
|---|---|---|
| Whole day | ||
| Total number of handling activities | 0.71 (0.67–0.74) | 0.81 |
| Number of lifting activities | 0.63 (0.59–0.66) | 0.74 |
| Number of repositioning activities | 0.52 (0.47–0.57) | 0.71 |
| Number of turning activities | 0.61 (0.57–0.65) | 0.71 |
| Number of handlings without | 0.71 (0.67–0.73) | 0.78 |
| Duration of care (min) | 0.57 (0.52–0.61) | 0.76 |
* Not possible to obtain 95% CIs for the overall AUC value.
Spearman’s rho correlation coefficient between the resident need for assistance scale and observed outcomes, and area under the receiver operating characteristics curve (ROC-AUC) values for day and evening shift.
| Spearman’s Rho | ROC-AUC * | |
|---|---|---|
| Day shift | ||
| Total number of handling activities | 0.69 (0.65–0.72) | 0.78 |
| Number of lifting activities | 0.60 (0.56–0.64) | 0.72 |
| Number of repositioning activities | 0.48 (0.43–0.52) | 0.68 |
| Number of turning activities | 0.57 (0.53–0.60) | 0.68 |
| Number of handlings without | 0.67 (0.64–0.71) | 0.75 |
| Duration of care (min) | 0.54 (0.50–0.59) | 0.75 |
| Evening shift | ||
| Total number of handling activities | 0.61 (0.57–0.65) | 0.74 |
| Number of lifting activities | 0.50 (0.46–0.54) | 0.66 |
| Number of repositioning activities | 0.35 (0.30–0.40) | 0.62 |
| Number of turning activities | 0.49 (0.44–0.53) | 0.64 |
| Number of handlings without | 0.61 (0.57–0.64) | 0.72 |
| Duration of care (min) | 0.47 (0.42–0.52) | 0.72 |
* Not possible to obtain 95% CIs for the overall AUC value.
Figure 3Receiver operating characteristic (ROC) curves of comparisons between the resident need-for-physical-assistance scale’s categories for (A) observed number of handlings and (B) observed duration of care. The tables show the comparison between the categories, the area under the ROC curve (ROC-AUC) value and 95% confidence intervals (95% CI) for each comparison.