Description

Zhao et al reported a model for predicting the risk of injuries falls for an elderly adult. This can help to identify a patient who may benefit from preventive interventions. The authors are from Fudan University, Huashan Hospital and Zhejiang University in China.


Patient selection: elderly adult, presumably >= 65 years

 

Parameters:

(1) orthostatic hypotension

(2) history of fractures

(3) functional status

(4) sedative hypnotic therapy

(5) serum albumin (cutoffs not defined)

 

Parameter

Finding

Points

orthostatic hypotension

no

0

 

yes

62.7

history of fracture

no

0

 

yes

68.3

functional status

independent

0

 

partially dependent

15

 

completely dependent

77.7

sedative/hypnotic therapy

no

0

 

yes

84.3

serum albumin

normal or high

0

 

low

100

 

total score =

= SUM(points for all 5 parameters)

 

Interpretation:

minimum score: 0

maximum score: 393

The higher the score the greater the risk of injurious falls.

 

value of X =

= (0.02566 * (score)) - 4.16

 

Score

Percent with Injurious Falls

< 55

< 6%

55 to 286

= 1 / (1 + EXP((-1) * X))

> 286

> 96%

 

Performance:

The areas under the ROC curve is 0.87.


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