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Comparison of a fall risk assessment tool with nurses’ judgment alone Gabriele Meyer, Prof. Dr. phil. Martin-Luther-University Halle-Wittenberg Medical Faculty Institute of Health and Nursing Science 
Halle (Saale)
1992-2014 
A remarkable number of fall risk assessment tools have been developed in recent years and a lot of research has been done.
Nursing experts have regularly recommended that nurses should not rely on their clinical judgement alone but to add on a standardised tool to increase their professional awareness.
The rise of fall risk assessment tools in Germany (Dassen et al. 2008) 
n=19 
n=37 
% 
Nursing homes 
Hospitals 
Mmm
Aim of fall risk assessment 
•To identify people at risk of falling 
•To discriminate between people at risk of falling and people without risk of falling 
aimed 
to refer people at risk of falling to preventive measures/programmes in order to reduce the number of accidential fallers and falls and finally of fall-related injuries 
to avoid unnecessary preventive interventions in people without risk of falling
Which requirements should a fall risk assessment fulfill? 
•Appropriate and feasible for application to the population 
•Simple and safe 
•Accurate and trustworthy 
•Available and reasonable 
•Results must be relevant for decision making about fall preventive measures 
•Application of a fall risk assessment tool must result in better clinical outcomes than usual care (without fall risk assessment) 
–Gold standard for evaluation: randomised-controlled trial
Evidence based diagnostics 
Four phases in architecture of diagnostic research 
•Phase I—Determining the normal range of values for a diagnostic test though observational studies in healthy people 
•Phase II—Determining the diagnostic accuracy 
•Phase III—Determining the clinical consequences of introducing a diagnostic test through randomised trials 
•Phase IV—Determining the effects of introducing a new diagnostic test into clinical practice by surveillance in large cohort studies 
Gluud & Gluud BMJ 2005
•Cross sectional or cohort studies can provide high quality evidence of test accuracy 
•However, test accuracy is a surrogate for patient-important outcomes, so such studies often provide low quality evidence for recommendations about diagnostic tests, even when the studies do not have serious limitations 
•Judgments are thus needed to assess the directness of test results in relation to consequences of diagnostic recommendations that are important to patients
Cochrane reviews (Gillespie et al. 2012 & Cameron et al. 2012): 
Significant lack of evidence on the efficacy of fall risk assessment tools
Evidence from accuracy studies: An example 
225 community dwelling people >75 years old 1 year follow-up Study question: Validity of the Tinetti balance scale to predict individuals who will fall at least once during the following year
Results – contingency table 
Cut-off 36 points Fallers Non-fallers 
Total 
Positive < 36 p. 
37 83 120 
Negative > 36 p. 
16 89 105 
Total 
53 172 225 
53% screened 
positive 
Approx. 7 out of 10 fallers identified 
Sensitivity of 70% 
Approx. 5 out of 10 non-fallers identified 
Specificity of 52% 
Target group for 
preventive 
measures 
Might respond to prevention 
depending on effectiveness 
Will be „overtreated“
Scenario 1 
• No risk assessment, no fall prevention: 
 24% of persons will fall at least once during one year. 
Fallers Non-fallers 
Total 
Positive < 36 P. 
37 83 120 
Negative > 36 P. 
16 89 105 
Total 
53 172 225
Scenario 2 
Risk assessment and multiple-component home-based exercise 
(Gillespie et al. 2012: RR 0.78, 95% CI 0.64 to 0.94; six trials; 714 
participants) for positively assessed persons (n=120): 
 Reduction of prevalence of fallers from 24% to 20%. 
 7% of the total population would not get exercise although 
faller. 
 69% of the positively assessed population (37% of the total 
poulation) would get exercise although non-faller. 
Fallers Non-fallers 
Total 
Positive < 36 P. 
37 83 120 
Negative > 36 P. 
16 89 105 
Total 
53 172 225
Scenario 3 
• No risk assessment, fall-preventive exercise for all 
(n=225): 
– Reduction of fall prevalence from 24% to 19%. 
– 76% would get exercise although without risk of falling. 
Fallers Non-fallers 
Total 
Positive < 36 P. 
37 83 120 
Negative > 36 P. 
16 89 105 
Total 
53 172 225
These characteristics support the use of this test to screen older people at risk of falling in order to include them in a preventive intervention. 
?
OBJECTIVES: To investigate the discriminative ability and diagnostic accuracy of the Timed Up and Go Test (TUG) as a clinical screening instrument for identifying older people at risk of falling. DESIGN: Systematic literature review and meta-analysis. SETTING AND PARTICIPANTS: People aged 60 and older living independently or in institutional settings. CONCLUSION: The findings suggest that the TUG is not useful for discriminating fallers from non-fallers in healthy, high-functioning older people but is of more value in less healthy, lower-functioning older people. Overall, the predictive ability and diagnostic accuracy of the TUG are at best moderate. 
JAGS 61:202–208, 2013
“No tool had higher predictive accuracy than the question, “has the resident fallen in past 12 months?”
Materials and methods: A prospective observational cohort study was carried out for 18 months. One thousand one hundred and forty-eight participants were included and assessed for fall risk. (…) The St- Thomas Risk Assessment 
tool (STRATIFY- modified for nursing homes), staff judgment of fall risk, and previous falls remembered by the staff were evaluated. 
Conclusions: The diagnostic accuracy of the three methods did not differ markedly. However, staff judgment had the highest sensitivity and the lowest 
specificity after 30, 90 and 180 days. A combination of either two of the methods showed the highest sensitivity but the lowest specificity. 
Aging Clin Exp Res 2011; 23: 187-195
Objective: To compare the effectiveness of the STRATIFY falls tool with nurses’ clinical judgments in predicting patient falls. 
Study Design and Setting: A prospective cohort study was conducted among the inpatients of an acute tertiary hospital. Participants were patients over 65 years of age admitted to any hospital unit. (…) 
Conclusion: Considering the poor specificity and high rates of false-positive results for both the STRATIFY tool and nurses’ clinical judgments, we conclude that neither of these approaches are useful for screening of falls in acute hospital settings.
Discussion: Heterogeneity between studies indicates that the Morse Falls Scale and STRATIFY may still be useful in particular settings, but that widespread adoption of either is unlikely to generate benefits significantly greater than that of nursing staff clinical judgment.
Yes = 1 
No = 0 
Did the patient present to hospital with a fall or has he or she fallen on the ward since admission? 
Do you think the patient is … 
Agitated? 
Visually impaired to the extent that everyday function is affected? 
In need of especially frequent toileting? 
Transfer and mobility sore of 3 or 4?* 
Total score 
St Thomas’s Risk Assessment Tool - STRATIFY according to Oliver et al. 1997 
* Transfer score: 0 = unable, 1 = major help needed (one or two people, physical aids), 2 = minor help (verbal or physical), 3 = independent; Mobility score: 0 = immobile, 1 = independent with aid of wheelchair, 2 = walks with help of one person, 3 = independent.
Reference 
Setting 
Sensitivity 
Specificity 
Oliver et al. 1997 
HOS 
0.69 
0.96 
Oliver et al. 1997 
HOS 
0.93 
0.88 
Oliver et al. 1997 
HOS 
0.54 
0.88 
Oliver et al. 1997 
HOS 
0.92 
0.68 
Coker & Oliver 2003 
GR 
0.66 
0.47 
Coker & Oliver 2003 
GR 
0.36 
0.85 
Papaioannou et al. 
HOS 
0.62 
0.71 
Papaioannou et al. 
HOS 
0.91 
0.49 
Jester et al. 2005 
HOS 
0.5 
0.24 
Vassallo et al. 2005 
HOS 
0.68 
0.66 
Haines et al. 2006 
HOS 
0.77 
0.51 
Smith et al. 2006 
HC 
0,16 
0,86 
Wijnia et al. 2006 
RF 
0.5 
0.76 
Milisen et al. 2007 
HO 
0.9 
0.59 
Kim et al. 2007 
HO 
0.55 
0.75 
Kim et al. 2007 
HO 
0.25 
0.91 
Vassalo et al. 2008 
GR 
0.82 
0.34 
Marschollek et al. 2011 
HO 
0.79 
0.26 
Walsh et al. 2011 
HO 
0.71 
0.58 
Barker et al. 2011 
HO 
0.35 
0.93 
Webster et al. 2011 
HO 
0.82 
0.61 
Bentzen et al. 2011 
RF 
0.56 
0.76 
Neumann et al. 2013 
HO 
0.56 
0.60 
HOS = hospital GR = geriatric rehabilitation HC = home care RF = residential care facilities Accuracy of the STRATIFY
CONCLUSION: This analysis, based on multicenter data and a large sample size, 
suggests that NCJ can be recommended on surgical and general medical wards and in 
individuals younger than 75, but on geriatric wards and in participants aged 75 and 
older, NCJ overestimates risk of falling and is thus not recommended because 
expensive comprehensive fall-prevention measures would be implemented in a large 
number of individuals who do not need it.
•Diagnostic accuracy studies using fall events as outcome for validation of the fall risk assessment tools suffer from one major methodological flaw: 
TREATMENT PARAXOX 
•HOW? 
Natural course and interventions administered 
during follow-up period might affect the outcome 
(falls) and therefore flaw determination of test 
accuracy.
Only randomised controlled trials can overcome the problem and inform decision makers about the benefit of fall risk assessment tools.
CG (29 nursing homes, 551 residents) 
No risk assessment tool 
n= 1972 residents eligible and screened for inclusion 
n= 1125 residents included 
IG (29 nursing homes, 574 residents) Downton Index 
70 education sessions on optimised usual care 
58 nursing homes in Hamburg and catchment area 
y 
Follow-up: 12 months 
Randomisation of clusters 
y 
y
Education sessions 
•1-3 sessions per nursing home 
•Approx. 90 minutes 
•4-24 participants 
•Best evidence 
•Work in small groups to solve „cases“ 
•Information brochures
•Risk assessment tool 
–monthly 
–by nurses 
Intervention group
Results – falls 
IG 
(n=574) 
CG 
(n=551) 
Mean difference 
(95% CI)* 
Residents > 1 fall (%) 
302 (52.6) 
292 (53) 
-0.4 
(-10.0 to 9.3) 
Falls, n 
1036 
1027 
- 
Falls per resident, MV (SD) 
1.8 (1.2) 
1.8 (1.0) 
-0.05 
(-0.64 to 0.54) 
* Cluster-adjusted
Results – fall-related medical attention 
Per resident 
MV* (SD) 
IG 
(n=574) 
CG 
(n=551) 
p-value 
Fracture 
0.07 (0.07) 
0.07 (0.05) 
0.97 
Suture 
0.08 (0.07) 
0.10 (0.09) 
0.39 
Physician consultation 
0.16 (0.15) 
0.18 (0.13) 
0.68 
Hospital admission 
0.21 (0.15) 
0.25 (0.14) 
0.33 
* Cluster-adjusted
Results – preventive measures 
•No impact on administration of fall preventive measures: walking aids, hip protectors 
•No impact on use of bedrails
In conclusion 
•The monthly administration of a fall risk assessment tool in nursing homes did not result in a reduction of fallers and fall-related consequences. 
•The use of a risk assessment tool should be avoided since it has no clinical benefit but wastes scarce nursing resources.
Oliver Age Ageing 2008 
“As one of the authors of the most widely validated tool for use in hospital (STRATIFY) - still used in many hospitals - I am happy to recant. “ 
“Often, when I advocate that we should abandon the use of falls prediction tools, staff (…) become vexed. A prominent fellow researcher in this field labeled my advice as ‘unethical’ suggesting that this meant simply allowing patients to fall.“ 
“However, unless we have an understanding of the limitations of such tools and the evidence for their use, this is a fool’s paradise. If we look after all older people in hospital better, it is likely they will fall less.”
Fall risk assessment tools: "There is always an easy solution to every human problem - neat, plausible, and wrong.“ Mencken HL, American journalist and essayist
Evidence indicates, that … 
•Currently available fall risk assessment tools do not work. 
•Time spend for filling in the instruments should be re-allocated to patient care. 
•Further flawed accuracy studies should be avoided. 
•Implementation of fall risk assessment tools should be stopped unless their benefit is proven.
Thank you for the attention!

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Comparison of a fall risk assessment tool with nurses’ judgment alone

  • 1. Comparison of a fall risk assessment tool with nurses’ judgment alone Gabriele Meyer, Prof. Dr. phil. Martin-Luther-University Halle-Wittenberg Medical Faculty Institute of Health and Nursing Science Halle (Saale)
  • 2. 1992-2014 A remarkable number of fall risk assessment tools have been developed in recent years and a lot of research has been done.
  • 3. Nursing experts have regularly recommended that nurses should not rely on their clinical judgement alone but to add on a standardised tool to increase their professional awareness.
  • 4. The rise of fall risk assessment tools in Germany (Dassen et al. 2008) n=19 n=37 % Nursing homes Hospitals Mmm
  • 5. Aim of fall risk assessment •To identify people at risk of falling •To discriminate between people at risk of falling and people without risk of falling aimed to refer people at risk of falling to preventive measures/programmes in order to reduce the number of accidential fallers and falls and finally of fall-related injuries to avoid unnecessary preventive interventions in people without risk of falling
  • 6. Which requirements should a fall risk assessment fulfill? •Appropriate and feasible for application to the population •Simple and safe •Accurate and trustworthy •Available and reasonable •Results must be relevant for decision making about fall preventive measures •Application of a fall risk assessment tool must result in better clinical outcomes than usual care (without fall risk assessment) –Gold standard for evaluation: randomised-controlled trial
  • 7. Evidence based diagnostics Four phases in architecture of diagnostic research •Phase I—Determining the normal range of values for a diagnostic test though observational studies in healthy people •Phase II—Determining the diagnostic accuracy •Phase III—Determining the clinical consequences of introducing a diagnostic test through randomised trials •Phase IV—Determining the effects of introducing a new diagnostic test into clinical practice by surveillance in large cohort studies Gluud & Gluud BMJ 2005
  • 8. •Cross sectional or cohort studies can provide high quality evidence of test accuracy •However, test accuracy is a surrogate for patient-important outcomes, so such studies often provide low quality evidence for recommendations about diagnostic tests, even when the studies do not have serious limitations •Judgments are thus needed to assess the directness of test results in relation to consequences of diagnostic recommendations that are important to patients
  • 9. Cochrane reviews (Gillespie et al. 2012 & Cameron et al. 2012): Significant lack of evidence on the efficacy of fall risk assessment tools
  • 10. Evidence from accuracy studies: An example 225 community dwelling people >75 years old 1 year follow-up Study question: Validity of the Tinetti balance scale to predict individuals who will fall at least once during the following year
  • 11. Results – contingency table Cut-off 36 points Fallers Non-fallers Total Positive < 36 p. 37 83 120 Negative > 36 p. 16 89 105 Total 53 172 225 53% screened positive Approx. 7 out of 10 fallers identified Sensitivity of 70% Approx. 5 out of 10 non-fallers identified Specificity of 52% Target group for preventive measures Might respond to prevention depending on effectiveness Will be „overtreated“
  • 12. Scenario 1 • No risk assessment, no fall prevention:  24% of persons will fall at least once during one year. Fallers Non-fallers Total Positive < 36 P. 37 83 120 Negative > 36 P. 16 89 105 Total 53 172 225
  • 13. Scenario 2 Risk assessment and multiple-component home-based exercise (Gillespie et al. 2012: RR 0.78, 95% CI 0.64 to 0.94; six trials; 714 participants) for positively assessed persons (n=120):  Reduction of prevalence of fallers from 24% to 20%.  7% of the total population would not get exercise although faller.  69% of the positively assessed population (37% of the total poulation) would get exercise although non-faller. Fallers Non-fallers Total Positive < 36 P. 37 83 120 Negative > 36 P. 16 89 105 Total 53 172 225
  • 14. Scenario 3 • No risk assessment, fall-preventive exercise for all (n=225): – Reduction of fall prevalence from 24% to 19%. – 76% would get exercise although without risk of falling. Fallers Non-fallers Total Positive < 36 P. 37 83 120 Negative > 36 P. 16 89 105 Total 53 172 225
  • 15. These characteristics support the use of this test to screen older people at risk of falling in order to include them in a preventive intervention. ?
  • 16. OBJECTIVES: To investigate the discriminative ability and diagnostic accuracy of the Timed Up and Go Test (TUG) as a clinical screening instrument for identifying older people at risk of falling. DESIGN: Systematic literature review and meta-analysis. SETTING AND PARTICIPANTS: People aged 60 and older living independently or in institutional settings. CONCLUSION: The findings suggest that the TUG is not useful for discriminating fallers from non-fallers in healthy, high-functioning older people but is of more value in less healthy, lower-functioning older people. Overall, the predictive ability and diagnostic accuracy of the TUG are at best moderate. JAGS 61:202–208, 2013
  • 17. “No tool had higher predictive accuracy than the question, “has the resident fallen in past 12 months?”
  • 18. Materials and methods: A prospective observational cohort study was carried out for 18 months. One thousand one hundred and forty-eight participants were included and assessed for fall risk. (…) The St- Thomas Risk Assessment tool (STRATIFY- modified for nursing homes), staff judgment of fall risk, and previous falls remembered by the staff were evaluated. Conclusions: The diagnostic accuracy of the three methods did not differ markedly. However, staff judgment had the highest sensitivity and the lowest specificity after 30, 90 and 180 days. A combination of either two of the methods showed the highest sensitivity but the lowest specificity. Aging Clin Exp Res 2011; 23: 187-195
  • 19. Objective: To compare the effectiveness of the STRATIFY falls tool with nurses’ clinical judgments in predicting patient falls. Study Design and Setting: A prospective cohort study was conducted among the inpatients of an acute tertiary hospital. Participants were patients over 65 years of age admitted to any hospital unit. (…) Conclusion: Considering the poor specificity and high rates of false-positive results for both the STRATIFY tool and nurses’ clinical judgments, we conclude that neither of these approaches are useful for screening of falls in acute hospital settings.
  • 20. Discussion: Heterogeneity between studies indicates that the Morse Falls Scale and STRATIFY may still be useful in particular settings, but that widespread adoption of either is unlikely to generate benefits significantly greater than that of nursing staff clinical judgment.
  • 21. Yes = 1 No = 0 Did the patient present to hospital with a fall or has he or she fallen on the ward since admission? Do you think the patient is … Agitated? Visually impaired to the extent that everyday function is affected? In need of especially frequent toileting? Transfer and mobility sore of 3 or 4?* Total score St Thomas’s Risk Assessment Tool - STRATIFY according to Oliver et al. 1997 * Transfer score: 0 = unable, 1 = major help needed (one or two people, physical aids), 2 = minor help (verbal or physical), 3 = independent; Mobility score: 0 = immobile, 1 = independent with aid of wheelchair, 2 = walks with help of one person, 3 = independent.
  • 22. Reference Setting Sensitivity Specificity Oliver et al. 1997 HOS 0.69 0.96 Oliver et al. 1997 HOS 0.93 0.88 Oliver et al. 1997 HOS 0.54 0.88 Oliver et al. 1997 HOS 0.92 0.68 Coker & Oliver 2003 GR 0.66 0.47 Coker & Oliver 2003 GR 0.36 0.85 Papaioannou et al. HOS 0.62 0.71 Papaioannou et al. HOS 0.91 0.49 Jester et al. 2005 HOS 0.5 0.24 Vassallo et al. 2005 HOS 0.68 0.66 Haines et al. 2006 HOS 0.77 0.51 Smith et al. 2006 HC 0,16 0,86 Wijnia et al. 2006 RF 0.5 0.76 Milisen et al. 2007 HO 0.9 0.59 Kim et al. 2007 HO 0.55 0.75 Kim et al. 2007 HO 0.25 0.91 Vassalo et al. 2008 GR 0.82 0.34 Marschollek et al. 2011 HO 0.79 0.26 Walsh et al. 2011 HO 0.71 0.58 Barker et al. 2011 HO 0.35 0.93 Webster et al. 2011 HO 0.82 0.61 Bentzen et al. 2011 RF 0.56 0.76 Neumann et al. 2013 HO 0.56 0.60 HOS = hospital GR = geriatric rehabilitation HC = home care RF = residential care facilities Accuracy of the STRATIFY
  • 23. CONCLUSION: This analysis, based on multicenter data and a large sample size, suggests that NCJ can be recommended on surgical and general medical wards and in individuals younger than 75, but on geriatric wards and in participants aged 75 and older, NCJ overestimates risk of falling and is thus not recommended because expensive comprehensive fall-prevention measures would be implemented in a large number of individuals who do not need it.
  • 24. •Diagnostic accuracy studies using fall events as outcome for validation of the fall risk assessment tools suffer from one major methodological flaw: TREATMENT PARAXOX •HOW? Natural course and interventions administered during follow-up period might affect the outcome (falls) and therefore flaw determination of test accuracy.
  • 25. Only randomised controlled trials can overcome the problem and inform decision makers about the benefit of fall risk assessment tools.
  • 26.
  • 27. CG (29 nursing homes, 551 residents) No risk assessment tool n= 1972 residents eligible and screened for inclusion n= 1125 residents included IG (29 nursing homes, 574 residents) Downton Index 70 education sessions on optimised usual care 58 nursing homes in Hamburg and catchment area y Follow-up: 12 months Randomisation of clusters y y
  • 28. Education sessions •1-3 sessions per nursing home •Approx. 90 minutes •4-24 participants •Best evidence •Work in small groups to solve „cases“ •Information brochures
  • 29. •Risk assessment tool –monthly –by nurses Intervention group
  • 30. Results – falls IG (n=574) CG (n=551) Mean difference (95% CI)* Residents > 1 fall (%) 302 (52.6) 292 (53) -0.4 (-10.0 to 9.3) Falls, n 1036 1027 - Falls per resident, MV (SD) 1.8 (1.2) 1.8 (1.0) -0.05 (-0.64 to 0.54) * Cluster-adjusted
  • 31. Results – fall-related medical attention Per resident MV* (SD) IG (n=574) CG (n=551) p-value Fracture 0.07 (0.07) 0.07 (0.05) 0.97 Suture 0.08 (0.07) 0.10 (0.09) 0.39 Physician consultation 0.16 (0.15) 0.18 (0.13) 0.68 Hospital admission 0.21 (0.15) 0.25 (0.14) 0.33 * Cluster-adjusted
  • 32. Results – preventive measures •No impact on administration of fall preventive measures: walking aids, hip protectors •No impact on use of bedrails
  • 33. In conclusion •The monthly administration of a fall risk assessment tool in nursing homes did not result in a reduction of fallers and fall-related consequences. •The use of a risk assessment tool should be avoided since it has no clinical benefit but wastes scarce nursing resources.
  • 34.
  • 35. Oliver Age Ageing 2008 “As one of the authors of the most widely validated tool for use in hospital (STRATIFY) - still used in many hospitals - I am happy to recant. “ “Often, when I advocate that we should abandon the use of falls prediction tools, staff (…) become vexed. A prominent fellow researcher in this field labeled my advice as ‘unethical’ suggesting that this meant simply allowing patients to fall.“ “However, unless we have an understanding of the limitations of such tools and the evidence for their use, this is a fool’s paradise. If we look after all older people in hospital better, it is likely they will fall less.”
  • 36. Fall risk assessment tools: "There is always an easy solution to every human problem - neat, plausible, and wrong.“ Mencken HL, American journalist and essayist
  • 37. Evidence indicates, that … •Currently available fall risk assessment tools do not work. •Time spend for filling in the instruments should be re-allocated to patient care. •Further flawed accuracy studies should be avoided. •Implementation of fall risk assessment tools should be stopped unless their benefit is proven.
  • 38. Thank you for the attention!