elderly patients are at risk for falls , secondary fractures , hospitalizations , and death following hip fracture surgery.17 accordingly , it would be valuable to be able to predict complications and mortality after rehabilitation in the elderly with hip fractures .
the norton scoring system is a well - known scale used by nurses to evaluate the risk of pressure ulcers.8 it includes five domains that concern fundamental aspects of well - being , ie , physical condition , mental condition , activity , mobility , and continence .
because the comprehensive geriatric assessment is a diagnostic as well as a prognostic tool,9 one may assume that the norton scoring system would have prognostic features other than merely predicting the risk of pressure ulcers .
indeed , we have previously shown that low admission norton scale scores ( anss ) are associated with postoperative complications and inhospital mortality in elderly patients following hip fracture surgery.10 we have also shown that a low anss is associated with prolonged rehabilitation and a poor rehabilitation outcome in elderly patients following any type of hip surgery.11 in this study , we sought to evaluate if a low anss is also associated with falls , fractures , hospitalizations , and death after rehabilitation in the elderly with hip fractures .
this was a historical prospective study conducted in the department of geriatrics at sourasky medical center , a tertiary medical facility in tel - aviv , israel .
the electronic medical charts of consecutive elderly patients ( 65 years ) admitted for rehabilitation following hip fracture surgery during 2009 were reviewed .
data concerning demographics , comorbidities , routine admission laboratory tests , anss , and mini - mental state examination ( mmse ) scores , were retrieved from the charts .
patients were followed up with a phone call made by one of the researchers ( eh ) between january and february 2012 .
the incidence of falls , number of falls , number of recent falls ( < 6 months ) , incidence of fractures , number of hospitalizations , and deaths during the follow - up period were compared between patients with low and high anss . except for death rates , which were extracted from the israeli general register office database ,
all other follow - up measurements were self - reported . in order to overcome forgetfulness , patients , their spouses , and/or their caregivers
a fall was defined as an unplanned descent to the floor with or without injury .
also excluded were non - weight - bearing patients ( n = 23 ) , those with severe systemic complications during rehabilitation ( n = 19 ) , those with concurrent fractures other than hip fractures ( n = 12 ) , those who did not become ambulatory during rehabilitation ( n = 7 ) , those who chose to withdraw from rehabilitation earlier than scheduled ( n = 2 ) , and those who died during rehabilitation ( n = 1 ) .
each of the five domains of the norton scoring system was assessed on a scale between 1 and 4 points ( see appendix ) .
a final score  14 points was considered low and represented high risk for pressure ulcers .
a final score  15 points was considered high and represented low risk for pressure ulcers.8 patients with low anss were encouraged by their nurses to change position frequently in order to prevent pressure ulcers .
the sensitivity and specificity of the norton scoring system in predicting pressure ulcers was 63% and 70% , respectively.12 continuous variables were expressed as the mean  standard deviation , median , range , and interquartile range .
the student s t - test was used to compare the mean values of continuous variables with parametric distributions .
the mann - whitney test was used to compare the mean values of continuous variables with nonparametric distributions .
nominal regression analysis was used to identify which variables were independently associated with falls and death .
spss statistical software version 17.0 ( spss inc , chicago , il ) was used for all statistical analyses .
this was a historical prospective study conducted in the department of geriatrics at sourasky medical center , a tertiary medical facility in tel - aviv , israel .
the electronic medical charts of consecutive elderly patients ( 65 years ) admitted for rehabilitation following hip fracture surgery during 2009 were reviewed .
data concerning demographics , comorbidities , routine admission laboratory tests , anss , and mini - mental state examination ( mmse ) scores , were retrieved from the charts .
patients were followed up with a phone call made by one of the researchers ( eh ) between january and february 2012 .
the incidence of falls , number of falls , number of recent falls ( < 6 months ) , incidence of fractures , number of hospitalizations , and deaths during the follow - up period were compared between patients with low and high anss . except for death rates , which were extracted from the israeli general register office database ,
all other follow - up measurements were self - reported . in order to overcome forgetfulness , patients , their spouses , and/or their caregivers
a fall was defined as an unplanned descent to the floor with or without injury .
excluded were patients in whom anss was not documented ( n = 3 ) . also excluded were non - weight - bearing patients ( n = 23 ) , those with severe systemic complications during rehabilitation ( n = 19 ) , those with concurrent fractures other than hip fractures ( n = 12 ) , those who did not become ambulatory during rehabilitation ( n = 7 ) , those who chose to withdraw from rehabilitation earlier than scheduled ( n = 2 ) , and those who died during rehabilitation ( n = 1 ) .
each of the five domains of the norton scoring system was assessed on a scale between 1 and 4 points ( see appendix ) .
a final score  14 points was considered low and represented high risk for pressure ulcers .
a final score  15 points was considered high and represented low risk for pressure ulcers.8 patients with low anss were encouraged by their nurses to change position frequently in order to prevent pressure ulcers .
the sensitivity and specificity of the norton scoring system in predicting pressure ulcers was 63% and 70% , respectively.12
continuous variables were expressed as the mean  standard deviation , median , range , and interquartile range . the student s t - test was used to compare the mean values of continuous variables with parametric distributions .
the mann - whitney test was used to compare the mean values of continuous variables with nonparametric distributions .
nominal regression analysis was used to identify which variables were independently associated with falls and death .
spss statistical software version 17.0 ( spss inc , chicago , il ) was used for all statistical analyses .
the final cohort included 174 patients , of which 133 ( 76.4% ) were women , with the mean age being 83.6  6.2 ( median 83 years , range 65101 , interquartile range 8087 ) years .
the three most common comorbidities were hypertension , diabetes mellitus , and ischemic heart disease ( table 1 ) .
most patients ( n = 109 , 62.6% ) underwent open reduction and internal fixation hip surgery , while 63 ( 36.2% ) had hemiarthroplasty and two ( 1.1% ) patients had total hip replacement .
the patients were followed for 29.8  3.7 ( median 30 , range 2336 , interquartile range 2633 ) months .
there were no statistical differences between the overall cohort and the remaining 127 patients in terms of clinical characteristics .
of the surviving patients , 44 ( 34.6% ) fell at least once , and 15 ( 11.8% ) had secondary fractures ( table 1 ) .
the mean anss was 14.7  1.8 ( median 15 , range 1020 , interquartile range 1316 ) , with 81 ( 46.6% ) patients having a low anss .
relative to patients with a high anss , those with a low anss were older , had lower albumin levels and mmse scores , had a higher likelihood of at least one fall , and fell more often ( table 2 ) .
anss correlated negatively with the number of falls , while controlling for age , albumin levels , and mmse scores ( figure 1 ) . there were no differences between patients with low and high anss in terms of incidence of fractures , incidence of recent fractures , number of hospitalizations , and death rate .
regression analysis showed that anss ( as a parametric variable ) , low anss ( as a nonparametric variable ) , and pressure ulcers were independently associated with falls , regardless of age , gender , comorbidities , albumin levels , and mmse scores ( table 3 ) .
anss and low anss were not independently associated with fractures , hospitalizations , or mortality risk ( data not shown ) .
the sensitivity and specificity of a low anss in predicting falls was 61.4% and 67.5% , respectively .
it is of great clinical importance to be able to predict falls , secondary fractures , hospitalizations , and death after rehabilitation in the elderly with hip fractures .
overall , 32%56% of patients report one or more falls following hospital discharge for hip fracture surgery,13 3%14% sustain a secondary fracture,47 and 15% die within a year.7 the incidence of falls , the incidence of fractures , and death rates in our study have all been consistent with these observations .
hence , our cohort represents the elderly with hip fractures well . in this study , we have shown for the first time that the norton scoring system may be used for predicting falls long after rehabilitation in the elderly with hip fractures .
pressure ulcers are a major problem associated with morbidity and mortality in elderly immobile patients .
risk assessment scales , such as the norton scoring system , have been available for more than 50 years for assessing the risk of pressure ulcers , but their usefulness in preventing these ulcers remains uncertain.13,14 the current study adds to the evidence showing that it is too early to abandon the norton scoring system , given that it can be used for purposes other than predicting the risk of pressure ulcers , including predicting postoperative complications and inhospital mortality in elderly patients following hip fracture surgery,10 predicting postoperative complications in elderly patients following spine fracture surgery,15 and predicting the duration and outcome of rehabilitation in elderly patients following any type of hip surgery,11 stroke,16 or hospital - associated deconditioning.17 age , congestive heart failure , poor quality of life , poor nutritional status,3 fear of falling,18 use of a gait device , and slow walking during rehabilitation2 are all associated with falls in the elderly following hip fracture surgery . except for age , most of these risk factors are difficult to measure . on the other hand ,
norton scale scores are simple to measure and , accordingly , can be used as a geriatric screening assessment tool by nurses and physicians who are not familiar with traditional geriatric and rehabilitation scales .
there are few well - studied scales used for assessing the risk of falls in the elderly , including the falls risk assessment tool,19 berg balance scale,20 and timed up and go test.21 relative to these scales , the norton scoring system is not time - consuming .
most importantly , it is already being used successfully throughout the world right now . in a recently published study
, we have shown that the norton scoring system may be used for predicting mortality in the elderly long after rehabilitation following any type of hip surgery , stroke , and hospital - associated deconditioning.22 in the current study , anss and low anss were not associated with death long after rehabilitation in the elderly with hip fractures .
this discrepancy may be explained in two ways , ie , the current study included elderly patients with a history of hip fractures , while the other study included elderly patients with a history of hip fractures as well as elderly patients with a history of elective total hip replacement , stroke , and hospital - associated deconditioning .
moreover , the follow - up period in the current study was more than a year longer than that in the previous study .
there is a place to study the predictive value of the norton scoring system in terms of mortality long after rehabilitation separately for elderly patients following total hip replacement , stroke , and hospital - associated deconditioning .
one may claim that it should be no surprise that a low anss is independently associated with falls in the elderly with hip fractures , given that patients who develop pressure ulcers are more likely to fall , being partially immobile in the first place .
however , regression analysis showed that anss as well as a low anss are independently associated with falls in the elderly with hip fractures , regardless of the appearance of pressure ulcers .
another limitation is the sample size being too small for making population - based conclusions regarding lower anss cutoffs . although an anss of 14 represents a high risk for pressure ulcer,8 it is possible that a lower anss is more sensitive and specific in predicting falls .
accordingly , it would be valuable to study the association between a lower anss and falls in the future in large - scale populations . in the meantime , in order to overcome this limitation , the regression analysis in table 3 has included low anss as a nonparametric variable as well as anss as a parametric variable .
future studies should include interventional measures used to prevent falls and fractures in elderly patients with a low anss , ie , bisphosphonates and vitamin d supplementation.23
we propose that in addition to predicting pressure ulcer risk , the norton scoring system should be added to the tools used for predicting falls in the elderly with hip fractures .
however , there is still a need to study these findings in large cohorts in a prospective manner .
 backgroundin this study , we investigated if low admission norton scale scores ( anss ) are associated with falls , fractures , hospitalizations , and death , after rehabilitation in the elderly with hip fractures.methodsthis prospective historical study followed consecutive elderly patients ( 65 years ) who were admitted for rehabilitation following hip fracture surgery during 2009 and followed up in january or february 2012 . 
 the incidence of falls , number of falls , incidence of fractures , number of hospitalizations , and death rates were compared between patients with low ( 14 ) and high ( 15 ) anss.resultsthe final cohort included 174 patients of mean age 83.6  6.2 years , with 133 ( 76.4% ) being women . 
 fifty - seven ( 27.0% ) patients died during follow - up . 
 of the remaining 127 patients , 44 ( 34.6% ) fell at least once and 15 ( 11.8% ) suffered fractures . 
 overall , 81 ( 46.6% ) patients had a low anss . 
 relative to patients with a high anss , they had a higher incidence of falls ( odds ratio 3.3 , 95% confidence interval 1.57.1 ; p = 0.002 ) and fell more times ( 1.2  1.8 versus 0.6  1.7 ; p = 0.002 ) . 
 regression analysis showed that anss ( as a parametric variable ) as well as a low anss ( as a nonparametric variable ) were independently associated with falls ( p = 0.002 and p = 0.009 , respectively ) . 
 there were no differences between patients with low and high anss in terms of incidence of fractures , number of hospitalizations , and death rates.conclusionthe norton scoring system may be used for predicting falls long after rehabilitation in the elderly with hip fractures . 
Introduction
Materials and methods
Study design and measurements
Inclusion and exclusion criteria
The Norton scoring system
Statistical analysis
Results
Discussion
Conclusion