scholarly journals Risk factors for falling among community-dwelling seniors using home-care services: An extended hazards model with time-dependent covariates and multiple events

2008 ◽  
Vol 28 (4) ◽  
pp. 111-120 ◽  
Author(s):  
B.S. Leclerc ◽  
C. Bégin ◽  
E. Cadieux ◽  
L. Goulet ◽  
N. Leduc ◽  
...  

The identification of risk factors for falls in longitudinal studies becomes difficult because of exposures that change during the follow-up and also because individual subjects may experience an event more than once. These issues have been neglected and improper statistical techniques have been used. The typical approaches have been to report the proportion of fallers or the time to first fall. Both avoid the underlying assumption of independence between events and discard pertinent data. We review the existing methods and propose a Cox hazards extension. We exemplify it in the study of potential risk factors associated with all falls in 959 seniors. Finally, we compare the results of the proposed Wei, Lin, & Weissfeld (WLW) method with those of several other techniques. Stable exposure variables measured at baseline and updated time-varying exposures include socio-demographic characteristics, BMI, nutritional risk, alcohol consumption, home hazards, gait and balance, and medications. Results demonstrate that the usual methods of analyzing risk factors for falling are inappropriate, as they produce considerable biases relative to the WLW model using time-dependent covariates. Results also show that modeling for first events may be inefficient, given that the risk of occurrence varies between falls.

2005 ◽  
Vol 24 (3) ◽  
pp. 261-274 ◽  
Author(s):  
Mark Speechley ◽  
Shannon Belfry ◽  
Michael J. Borrie ◽  
Krista Bray Jenkyn ◽  
Richard Crilly ◽  
...  

ABSTRACTPurpose: To assess the prevalence and strength of association of risk factors for falling in Canadian veterans of World War II and Korea and their caregivers.Methods: Questionnaires were sent to addresses of 3,000 Canadian veterans (response rate = 70%). Risk factors for falls and the frequency of falls and injurious falls in the past 12 months were collected.Results: Veterans had more risk factors than did caregivers, and more had fallen in the past year (39.8% vs. 29.7%). Risk factors in the logistic model for veterans included lower extremity disability (odds ratio = 1.98, 95% confidence interval 1.5–2.6); lower extremity weakness (OR 1.75, 95% CI 1.3–2.3); worse memory than peers (OR 1.67, 95% CI 1.1–2.5); one or more visits to the family doctor in the past month (OR 1.53, 95% CI 1.2–2.0); and worse memory than 5 years ago (OR 1.36, 95% CI 1.0–1.8).Conclusions: Veterans appear more frail and prone to falling than their caregivers.


Nutrients ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 1061
Author(s):  
Roma Krzymińska-Siemaszko ◽  
Ewa Deskur-Śmielecka ◽  
Arkadiusz Styszyński ◽  
Katarzyna Wieczorowska-Tobis

A simple, short, cheap, and reasonably sensitive and specific screening tool assessing both nutritional and non-nutritional risk factors for sarcopenia is needed. Potentially, such a tool may be the Mini Sarcopenia Risk Assessment (MSRA) Questionnaire, which is available in a seven-item (MSRA-7) and five-item (MSRA-5) version. The study’s aim was Polish translation and validation of both MSRA versions in 160 volunteers aged ≥60 years. MSRA was validated against the six sets of international diagnostic criteria for sarcopenia used as the reference standards. PL-MSRA-7 and PL-MSRA-5 both had high sensitivity (≥84.9%), regardless of the reference standard. The PL-MSRA-5 had better specificity (44.7–47.2%) than the PL-MSRA-7 (33.1–34.7%). Both questionnaires had similarly low positive predictive value (PL-MSRA-5: 17.9–29.5%; PL-MSRA-7: 14.4–25.2%). The negative predictive value was generally high for both questionnaires (PL-MSRA-7: 89.8–95.9%; PL-MSRA-5: 92.3–98.5%). PL-MSRA-5 had higher accuracy than the PL-MSRA-7 (50.0–55% vs. 39.4–45%, respectively). Based on the results, the Mini Sarcopenia Risk Assessment questionnaire was successfully adopted to the Polish language and validated in community-dwelling older adults from Poland. When compared with PL-MSRA-7, PL-MSRA-5 is a better tool for sarcopenia risk assessment.


Author(s):  
Jos W. Borkent ◽  
Elke Naumann ◽  
Emmelyne Vasse ◽  
Ellen van der Heijden ◽  
Marian A. E. de van der Schueren

To stimulate undernutrition screening among Dutch community-dwelling adults, a website was developed with general information on healthy eating for healthy aging and self-tests. Based on cross-sectional data obtained from the self-tests, we studied nutritional risk factors (early determinants) as well as risk of undernutrition (late symptoms). SCREEN II (n = 2470) was used to asses nutritional risk factors. This tool consists of 16 items regarding nutritional intake, perception of body weight, appetite, oral health and meal preparation. An adjusted SNAQ65+ (n = 687) was used to assess risk of undernutrition. This four-item tool contains questions on weight loss, appetite, walking stairs and body mass index. Differences between age-groups (65–74, 75–84, ≥85) were tested by logistic regression. Overall prevalence of nutritional risk factors was 84.1%, and increased risk of undernutrition was 56.8%. Participants aged ≥85 scored worst on almost all items of the SCREEN II and the SNAQ65+. In conclusion: A large proportion of older adults reported early determinants for increased nutrition risk, while a smaller, yet remarkable proportion scored positive on undernutrition risk. Internet screening may be a useful, contemporary, and easy, accessible way to reach older adults who are at nutritional risk and may thus contribute to early identification and prevention of undernutrition.


BMJ Open ◽  
2019 ◽  
Vol 9 (7) ◽  
pp. e027013 ◽  
Author(s):  
Fernando Gomez ◽  
Carmen Lucia Curcio ◽  
Sharon Lee Brennan-Olsen ◽  
Derek Boersma ◽  
Steven Phu ◽  
...  

ObjectivesTraditionally, the approach to fracture prevention has focused on increasing bone mineral density while typically lacking a combined clinical approach to falls prevention and vice versa. To resolve this gap, we implemented and evaluated a novel combined model of care to the assessment and prevention of osteoporosis and falls in the outpatients setting.SettingFalls and Fractures Clinic (FFC) at Nepean Hospital (Penrith, NSW, Australia).ParticipantsPre-effects and posteffects assessment of 106 community-dwelling older patients referred from the community.Primary and secondary outcome measuresPrevious falls and fractures were recorded. Clinical, functional and paraclinical evaluations were performed. A comprehensive multidisciplinary care plan was then tailored based on the presence of risk factors. Six-month follow-ups were performed assessing the incidence of falls and fractures, change in risk factors for falls and level of risk, with the recommended plan.ResultsWe report that 97% of patients had a fall in the preceding 6 months, 47.6% of whom experienced a fracture from the fall. Furthermore, 64% of patients had a marked risk for falling by Physiological Profile Assessment (PPA), 90% had intermediate–high 10-year probability of fracture according to FRAX and 78% had sarcopenia. At 6-month follow-up, we observed more than an 80% reduction in falls and recurrent falls, and 50% reduction in fractures. In addition, 65% of patients had reduced PPA and a 57% reduction in 10-year fracture probability.ConclusionsIn conclusion, we suggest that a multidisciplinary FFC can provide substantial reductions in falls and fractures for high-risk older people, even over a relatively short 6-month time period. The current model of service provision via traditional falls clinics could be significantly improved by encompassing fracture prevention within the multifactorial approach to interventions.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 1333-1333
Author(s):  
Mei S. Duh ◽  
Samir H. Mody ◽  
Patrick Lefebvre ◽  
Richard C. Woodman ◽  
Sharon Buteau ◽  
...  

Abstract Background: Anemia commonly occurs in the elderly (≥65), and has been associated with a number of adverse consequences. Thirty percent of the community-dwelling elderly fall annually and this risk increases to 50% by the age of 80. Serious injuries caused by a fall, such as fractures and head injuries, are sustained by about 10% of the elderly and often lead to functional disability, increased health care costs, and increased mortality. Identification of reversible risk factors is critical for the management of falls and related injuries. The purpose of the current study is to investigate whether anemia increases the risk of injurious falls (IF) in the elderly. Methods: Health claims data from over 30 health plans from 01/1999 through 04/2004 were used. Patients ≥65 years with ≥1 hemoglobin (Hb) measurement were selected. IF were defined as a fall claim followed by an injurious event claim within 30 days after the fall. Injurious events were defined as fractures of the hip, pelvis, femur, vertebrae, ribs, humerus, and lower limbs, Colle’s fracture, head injuries, or hematomas. An open-cohort design was employed to classify patients’ observation periods by: (1) by anemia status based on WHO criteria (< 12 g/dL for women; < 13 g/dL for men), and (2) by Hb level: <10, 10-<12, 12-<13, and ≥13 g/dL. The incidence rates (IF events / person-years of observation) were compared by anemia status and Hb levels, respectively. Subset analyses based on IF of the hip (including pelvis and femur) and the head were further conducted. The association of IF with anemia and Hb levels, respectively, was analyzed using both univariate and multivariate (adjusted for age, gender, health plan, comorbidities, concomitant medications) approaches. Results: Among the 47,530 study subjects, a statistically significant linear trend of increasing risk of falls (i.e., IF and non-IF events) with decreasing Hb was observed (p<.0001). The incidence of IF was 15.8, 14.0, 9.8, and 6.5 per 1,000 person-years for Hb levels of <10, 10-<12, 12-<13, and ≥13 g/dL, respectively (trend: p<.0001). Based on the univariate analysis, anemia increased the risk of IF by 1.66 times (95% CI: 1.41–1.95) compared to no anemia, and the effects of anemia on IF of the hip and head were more pronounced (rate ratio (RR)=2.25 [95% CI: 1.74–2.89] and 1.77 [95% CI: 1.22–2.55], respectively, (p<.01 for both)). Multivariate analysis revealed that Hb levels were significantly associated with the risk of IF (RR = 1.57, 1.48, 1.17 for Hb levels of <10, 10-<12, 12-<13 g/dL, respectively, compared to Hb≥ 13 g/dL), and the negative linear trend of the risk of IF by Hb levels remained statistically significant (p<.0001). In the subset of hip and head IF, the association with anemia was even stronger (Hip: RR=3.37, 1.83, 1.36 for Hb levels of <10, 10-<12, 12-<13 g/dL, respectively; Head: RR=1.65, 1.47, 1.18, respectively), with a statistically significant linear trend observed (Hip: p<.0001; Head: p=0.07). Anemia (esp. Hb < 10) had comparable risk to other well-known risk factors for falls such as Alzheimer’s disease, Parkinson’s disease, and osteoarthritis. Conclusion: Anemia was significantly and independently associated with an increasing risk for IF, especially IF to the hip and head, in elderly persons. Furthermore, the risk of IF increased as the anemia worsened. The impact of anemia correction on the risk of falls and IF needs to be evaluated.


2012 ◽  
Vol 26 (1) ◽  
pp. 74-80 ◽  
Author(s):  
Antoni Salvà ◽  
Marta Roqué ◽  
Xavier Rojano ◽  
Marco Inzitari ◽  
Sandrine Andrieu ◽  
...  

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