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Extension and Validation of the Self-care Index to Predict Transfer to a Post-acute Care Institution in Internal Medicine Patients / Erweiterung und Validierung des Selbstpflegeindexes bei internistischen Patienten mit dem Ziel eine Verlegung in eine post-akute Nachsorgeinstitution vorauszusagen

INFORMAZIONI SU QUESTO ARTICOLO

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Figure 1

Validation dataset: Score involving all SPI items, age, and gender. Score involving SPI total, age and gender, and original SPI total score.
Validation dataset: Score involving all SPI items, age, and gender. Score involving SPI total, age and gender, and original SPI total score.

Patient characteristics discharged to PAC facility versus home.

Overall Discharged to PAC facility Discharged to home P-value
n = 1372 n = 154 n = 1218
Gendera: female (%)male (%) 571 (41.6%)801 (58.4%) 93 (60.4%)61 (39.6%) 478 (39.2%)740 (60.8%) <0.001
Ageb: mean (SD); median [IQR] 66.4 (15.9)69 [57–78] 75.3 (12.3)77.5 [69–83] 65.3 (16.0)68 [56–77] <0.001
SPI first assessment on wardb: mean (SD); median [IQR] 35.6 (6.0);38 [34–40] 29.0 (7.5);30 [25–35] 36.4 (5.2);38 [35–40] <0.001
Length of hospital stayb: mean (SD); median [IQR] 7.7 (7.8);6 [4–9] 16.8 (12.2);14 [10–21] 6.6 (6.2);5 [3–8] <0.001

Extended model training data set.

Extended model: SPI all individual items, age, and gender AUC = 0.842 Medical in-patients training dataset (n = 814)
Coefficients Sig.
Activity −0.011 0.957
Body care, upper body 0.046 0.895
Body care, lower body −0.304 0.429
Dress/undress upper body −0.099 0.781
Dress/undress lower body −0.661 0.105
Food intake −0.496 0.093
Drink intake 0.972 0.005
Urine excretion −0.229 0.248
Stool excretion 0.044 0.849
Acquire knowledge −0.537 0.005
Age (centered around 65 years) 0.024 0.013
Gender 0.666 0.010
Constant −0.577 0.606

Odds ratios of discharge to a post-acute care institution by individual SPI-items compared to the original evaluation; both models include all individual items.

10 SPI all individual items Medical inpatients Conca, this study Mixed population Grosse Schlarmann, 2007
Odds ratio Sig. Odds ratio Sig.
Activity* 0.73 0.03 0.40 <0.001
Food intake 0.70 0.17 0.51 0.38
Drink 2.67 0.001 4.32 0.07
Urine* 0.92 0.53 0.39 0.001
Stool 1.07 0.66 1.38 0.45
Body care, upper body 1.02 0.93 0.78 0.64
Body care, lower body 0.44 0.002 0.23 0.005
Dress/undress upper body 0.88 0.61 0.68 0.48
Dress/undress lower body 0.96 0.89 2.92 0.06
Acquire knowledge 0.57 <0.001 0.95 0.86

Comparison of training and validation measures; Age: centered (65 years).

Model training (t), validation (v)an = 814 (t), n = 558 (v) AUC AIC BIC
Total SPI, t 0.824 477.0 486.4
Total SPI, v 0.808 338.9 347.6
Total SPI + age + gender, t 0.836 456.5 475.3
Total SPI + age + gender, v 0.829 321.1 329.8
SPI all individual items, t 0.828 461.6 513.3
SPI all individual items, v 0.814 328.2 336.8
SPI all individual items + age + gender, t 0.848 451.2 512.3
SPI all individual items + age + gender, v 0.837 317.9 326.5

Items and scoring of the self-care index (SPI).

Dimension Additional information
Point value: 1–4 (no ability / severely impaired ability / low impaired ability / full ability) Movement Self-care ability activity/movement (e.g., from bed to chair)
Personal hygiene, upper body Self-care ability in personal hygiene, upper body
Personal hygiene, lower body Self-care ability in personal hygiene, lower body
Dressing, upper body Self-care ability in dressing and undressing upper body
Dressing, lower body Self-care ability in dressing and undressing lower body
Feeding, food Self-care ability ingestion: food
Feeding, drink Self-care ability ingestion: drink
Excretion, urine Self-care ability urine excretion
Excretion, stool Self-care ability stool excretion
Cognition/consciousness Ability to acquire knowledge
Scoring (sum of points): 10 (full dependency) 40 (full independency)
eISSN:
2296-990X
Lingue:
Inglese, Tedesco
Frequenza di pubblicazione:
Volume Open
Argomenti della rivista:
Medicine, Clinical Medicine, other