Investigating the relationship between sagittal spinal curvature and fall incidence and fall risk among elderly nursing home residents.

Designing appropriate diagnostic and treatment methods to reduce fall risk and improve quality of life, as well as reduce the cost of care in elderlies. Our findings have potential for early diagnosis of those with a high probability of falling based on fairly simple clinical measures of hyperkyphosis, forward head, and lordosis. INTRODUCTION: Poor balance is an underlying cause of falling in the elderly, for which a change in the natural curvature of the spine plays a major role. Little is known about the relationship between spinal curvatures and fall incidence in this population. We primarily aimed to investigate the relationship between sagittal plane spinal curvatures and fall incidence over 1 year among nursing facility residents. Secondarily, we aim to determine associations of sagittal plane spinal curvatures with participants' perception of fall risk and balance capability. METHODS: Participants (100 residents mean age 70.17 ± 6.01 years) underwent standing measures of sagittal plane spinal curvatures (flexible ruler technique) and forward displacement of the head relative to the cervical spine. The Tinetti Performance Oriented Mobility Assessment (POMA) and Fall Efficacy Scale assessed participants' perception of balance and fear of falling. Incident falls were self-reported monthly and tracked across 1 year. Spearman's correlations and logistic regression evaluated associations between fall incidence and spinal curvature. Predictive performance of spinal curvature and fall risk was determined by the corresponding ROC for defining a cut-off for variables of spinal curvature and fall risk indicators. RESULTS: Predictive performance of spinal curvature and fall risk factors indicated 84% and 77% of participants were correctly classified using models of kyphosis and head angle, respectively. CONCLUSIONS: Our study adds new data on spinal curvatures and incident falls among nursing facility residents. Efforts are needed to intervene to counter progression of spinal curvatures and improve fall prevention practices.

Interaction between cognitive and motor disorders for risk screening of incident falls: results of an elderly population-based observational cohort study.

BACKGROUND: This study aims to examine (1) the association of "Emergency Room Evaluation and Recommendations" (ER2) cognitive and motor items with incident falls (i.e., ≥ 1), their recurrence (i.e., ≥ 2) and post-fall fractures and (2) the performance criteria (i.e., sensitivity, specificity) of the greater identified association for each incident fall outcome in older community dwellers. METHODS: 7147 participants (80.5 ± 3.8; 100% female) of the EPIDémiologie de l'OStéoporose (EPIDOS) observational population-based cohort study were recruited in France. Inability to name the day's date and the use of a walking aid and/or an history of falls were recorded at baseline. Incident outcomes, which were ≥ 1 fall, ≥ 2 falls and post-fall fractures, were collected every 4 months over a period of 4 years. RESULTS: The overall incidence of ≥ 1 fall was 26.4%, 6.4% for ≥ 2 falls, and 19.1% for post-fall fractures. Cox regressions revealed that the use of a walking aid and/or an history of falls [Hazard ratio (HR) ≥ 1.03 with P ≤ 0.011], inability to name the day's date (HR ≥ 1.05 with P ≤ 0.003), and their combination (HR ≥ 1.37 with P ≤ 0.002) were significantly associated with both incident falls, regardless of their recurrence, and post-fall fractures. INTERPRETATION: A significant positive association between ER2 cognitive and motor items, both, respectively, and in combination, with an overall incidence of falls, regardless of their recurrence, as well as with post-fall fractures was demonstrated. However, the low sensitivity and high specificity of the combination of ER2 items suggest that these items cannot be used for risk screening of fall outcomes in the older population.

Determining fall risk change throughout pregnancy: the accuracy of postpartum survey and relationship to fall efficacy.

All epidemiological studies on pregnancy fall risk to date have relied on postpartum recall. This study investigated the accuracy of postpartum recall of falls that were reported during pregnancy, including assessment of fall efficacy as a possible reason for recall inaccuracy. Twenty participants reported fall experiences weekly during pregnancy, but one participant was excluded as an outlier. A fall efficacy questionnaire was completed every six weeks during pregnancy. A postpartum survey to mimic previous studies (Dunning, Lemasters, and Bhattacharya 2010; Dunning et al. 2003) was delivered to determine recall accuracy. Postpartum recall of fall events each gestational month matches the previous study (Dunning, Lemasters, and Bhattacharya 2010). However, recall of falls is 16% underestimated and recall of all fall events is 30% overestimated in postpartum survey. There is a slight relationship between fall efficacy and true falls, but not between fall efficacy and fall recall. Our study suggests fall risk needs to be intermittently surveyed throughout pregnancy rather than assessed via postpartum survey.Practitioner summary: This study investigated the accuracy of postpartum survey of fall risk during pregnancy and the possibility of fall efficacy as a covariate. We used three corresponding surveys. We found inaccuracies in postpartum survey, not explain by fall efficacy.

The association between hyperkyphosis and fall incidence among community-dwelling older adults.

Hyperkyphosis, an increased kyphosis angle of the thoracic spine, was associated with a higher fall incidence in the oldest quartile of a large prospective cohort of community-dwelling older adults. Hyperkyphosis could serve as an indicator of an increased fall risk as well as a treatable condition. INTRODUCTION: Hyperkyphosis is frequently found in adults aged 65 years and older and may be associated with falls. We aimed to investigate prospectively in community-dwelling older adults whether hyperkyphosis or change in the kyphosis angle is associated with fall incidence. METHODS: Community-dwelling older adults (n = 1220, mean age 72.9 ± 5.7 years) reported falls weekly over 2 years. We measured thoracic kyphosis through the Cobb angle between the fourth and 12th thoracic vertebra on DXA-based vertebral fracture assessments and defined hyperkyphosis as a Cobb angle ≥ 50°. The change in the Cobb angle during follow-up was dichotomized (< 5 or ≥ 5°). Through multifactorial regression analysis, we investigated the association between the kyphosis angle and falls. RESULTS: Hyperkyphosis was present in 15% of the participants. During follow-up, 48% of the participants fell at least once. In the total study population, hyperkyphosis was not associated with the number of falls (adjusted IRR 1.12, 95% CI 0.91-1.39). We observed effect modification by age (p = 0.002). In the oldest quartile, aged 77 years and older, hyperkyphosis was prospectively associated with a higher number of falls (adjusted IRR 1.67, 95% CI 1.14-2.45). Change in the kyphosis angle was not associated with fall incidence. CONCLUSIONS: Hyperkyphosis was associated with a higher fall incidence in the oldest quartile of a large prospective cohort of community-dwelling older adults. Because hyperkyphosis is a partially reversible condition, we recommend investigating whether hyperkyphosis is one of the causes of falls and whether a decrease in the kyphosis angle may contribute to fall prevention.

Incidence and risk factors associated with falls among women with breast cancer during taxane-based chemotherapy.

PURPOSE: This study aims to evaluate the falling incidence density and examine the potential risk factors associated with falling among women with breast cancer during taxane-based chemotherapy. METHODS: One hundred and twenty-three women with breast cancer participated in this study. The fall incidence density, taxane-induced peripheral neuropathy (TIPN) symptoms, and physical performance tests were evaluated at five time points throughout chemotherapy treatment. A fall diary was used to record fall incidence during treatment. The fall incidence density was calculated by dividing the number of first fall occurrences by person-time at risk. The risk factors associated with time to first fall were analyzed using the Cox proportional hazards model. The Kaplan-Meier curve illustrated the probability of survival from a fall during chemotherapy treatment. RESULTS: Over the course of treatment, 29 (23.58%) participants reported falls. The fall incidence density was 3 per 1000 person-day. This study discovered a significant link between age (adjusted HR (HRadj) = 1.07; 95% CI: 1.02-1.13) and BMI (HRadj = 1.11; 95% CI: 1.02-1.21) and falling. CONCLUSIONS: Women with breast cancer could fall for the first time at any time after starting chemotherapy until the end of the follow-up period. Furthermore, time to first fall was associated with age and BMI. Early detection of falling in women with breast cancer, particularly among older persons and those with a high BMI, may be essential to preventing falls.

Characterizing fall risk factors in Belgian older adults through machine learning: a data-driven approach.

BACKGROUND: Falls are a major problem associated with ageing. Yet, fall-risk classification models identifying older adults at risk are lacking. Current screening tools show limited predictive validity to differentiate between a low- and high-risk of falling. OBJECTIVE: This study aims at identifying risk factors associated with higher risk of falling by means of a quality-of-life questionnaire incorporating biological, behavioural, environmental and socio-economic factors. These insights can aid the development of a fall-risk classification algorithm identifying community-dwelling older adults at risk of falling. METHODS: The questionnaire was developed by the Belgian Ageing Studies research group of the Vrije Universiteit Brussel and administered to 82,580 older adults for a detailed analysis of risk factors linked to the fall incidence data. Based on previously known risk factors, 139 questions were selected from the questionnaire to include in this study. Included questions were encoded, missing values were dropped, and multicollinearity was assessed. A random forest classifier that learns to predict falls was trained to investigate the importance of each individual feature. RESULTS: Twenty-four questions were included in the classification-model. Based on the output of the model all factors were associated with the risk of falling of which two were biological risk factors, eight behavioural, 11 socioeconomic and three environmental risk factors. Each of these variables contributed between 4.5 and 6.5% to explaining the risk of falling. CONCLUSION: The present study identified 24 fall risk factors using machine learning techniques to identify older adults at high risk of falling. Maintaining a mental, physical and socially active lifestyle, reducing vulnerability and feeling satisfied with the living situation contributes to reducing the risk of falling. Further research is warranted to establish an easy-to-use screening tool to be applied in daily practice.

Occlusal support and postural stability in children: An observational study.

BACKGROUND: The relationship between uneven occlusal contact and fall risk has been described in elderly participants; however, multiple confounding factors, such as systemic disease or deterioration in vestibular function, have not been well considered. This study aimed to investigate this relationship in pediatric participants at the age of approximately 9-12, where these confounding factors are absent and the replacement of primary molars by permanent ones generally occurs and transiently results in uneven occlusal contact. METHODS: Sixty-five children (36 boys and 29 girls, mean age: 9.5 ± 1.5 years) were enrolled in this study. Participants were asked whether they had experienced at least two falls within the past 1 year. The occlusal contact area ratio was calculated by dividing the greater half (right or left dental arch) by the smaller half (the other half) with U-shaped pressure sensor sheet. The total length and rectangular area of the center of pressure while standing upright for 10 s were measured with a stabilometer and used as postural sway parameters. RESULTS: The occlusal contact area ratio significantly correlated with the postural sway parameters. Comparison between those who had experienced the fall incidences and those who had not after propensity score matching that adjusts their overall physical function revealed that there were no significant differences in the postural sway parameters and occlusal contact area ratio regardless of the history of fall incidence. CONCLUSIONS: Uneven occlusal contact leads to an increase in postural sway in children; however, this may not be associated with fall incidence.

Parents' Perception of Fall Risk and Incidence of Falls in the Pediatric Ambulatory Environment.

PURPOSE: To identify the parents' perspective of fall incidence and risks in the pediatric ambulatory environment. DESIGN AND METHODS: A prospective descriptive correlational study was conducted in two large quaternary pediatric hospitals. Parents who accompanied their children to the clinic appointment were surveyed about falls their child experienced while at the clinic. Parent reported falls were compared to those reported in adverse event reporting systems (AERS) for the same period. RESULTS: Data from 2327 completed parent surveys were analyzed. Parents reported 48 children fell and 139 falls. Only three falls were recorded in the AERS. Stepwise logistic regression was used to identify predictors of falls and a nomogram was created from the final model to facilitate patient fall risk screening. Three predictors of falls were identified: children under the age of five, children described by their parents as falling more at home than other children of the same age, and children who had a medical condition that impacts their ability to walk. A nomogram is provided to estimate the probability of falling for patients under 18 years of age in the ambulatory environment. CONCLUSIONS: Parents may provide more reliable data regarding the incidence and risk factors for falls in the ambulatory environment than AERS, and it is possible to predict the probability of a fall given information from the parents. PRACTICE IMPLICATIONS: Knowing who is at risk for falls creates opportunities for organizations to modify clinic procedures, train staff, and create physical environments that promote increased patient safety.

Effects of combined physical and cognitive training on fall prevention and risk reduction in older persons with mild cognitive impairment: a randomized controlled study.

OBJECTIVE: The aim of this study is to investigate the effects of combined physical and cognitive training on fall rate and risks of falling in older adults with mild cognitive impairment. DESIGN: The design of this study was an assessor-blinded, randomized controlled trial. SETTING: The setting for this study is the community from Manila, Philippines. SUBJECTS: In total, 92 community-dwelling older persons with mild cognitive impairment (aged 60-83) were randomly allocated to three intervention groups and one waitlist control group. INTERVENTIONS: The physical training, cognitive training, and combined physical and cognitive training intervention programs were delivered for 60 to 90 minutes, one to three times per week for 12 weeks with six-month follow-up. MAIN MEASURES: Participants were assessed at baseline, 12 weeks after baseline, and 36 weeks after baseline for fall incidence, overall fall risk, dynamic balance, walking speed, and lower limb strength. RESULTS: No significant difference was observed across time and groups on fall incidence rate at 12 weeks (P = 0.152) and at 36 weeks (P = 0.954). The groups did not statistically differ in other measures except for a significant improvement in dynamic balance based on Timed Up and Go Test in the combined physical and cognitive training group (9.0 seconds with P = 0.001) and in the cognitive training alone group (8.6 seconds with P = 0.012) compared to waitlist group (11.1 seconds) at 36 weeks. CONCLUSION: There was no significant difference among groups on fall rate and risks of falling post-intervention. Dynamic balance was improved with combined physical and cognitive training and cognitive training alone. Further research with a larger sample size is needed to establish whether or not the interventions are effective.

Incidence and Circumstances of Falls in Women Before and After Total Hip Arthroplasty: A Prospective Cohort Study.

BACKGROUND: We investigated the incidence and circumstances related to falls in patients before and after total hip arthroplasty (THA), and compared them with those in an age-matched control group. METHODS: This is a prospective cohort study. A total of 140 women with severe hip osteoarthritis (OA) who underwent THA (OA group) and a control cohort of 319 age-matched healthy women were analyzed. We investigated the incidence and circumstances of falls before THA and during the first year after surgery. We assessed the Harris Hip Score and investigated hip pain and ambulatory ability using a self-administered questionnaire. RESULTS: The incidence of at least one fall during the first year after THA in the OA group (30.0%) was significantly higher than that in the control group (13.5%) (P < .001), as were the rates of indoor falls (50.0%) and falls during daytime (66.2%). Although the incidence of fall-induced injuries after THA (37.8%) was significantly lower than that in the control group (62.5%), 5.9% of patients who experienced a fall developed a fracture. No significant differences were found in the number and circumstances of falls before and after THA, with 31.4% and 30.0% of the OA group reporting at least one fall in the 12 months before and after surgery, respectively. Self-reported pain, ambulation, and Harris Hip Score significantly improved after THA. CONCLUSION: Women undergoing THA have an increased risk of falls during the first year after surgery. Clinicians should suggest preventive measures during rehabilitation to prevent falling in post-THA women.