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Yamada M, Terao Y, Kojima I, Tanaka S, Saegusa H, Nanbu M, Soma S, Matsumoto H, Saito M, Okawa K, Haga N, Arai H. Characteristics of falls in Japanese community-dwelling older adults. Geriatr Gerontol Int 2024. [PMID: 39376074 DOI: 10.1111/ggi.14995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 08/27/2024] [Accepted: 09/23/2024] [Indexed: 10/09/2024]
Abstract
OBJECTIVE Understanding the characteristics of falls among older adults is necessary to prevent them. These characteristics include questions such as when (month and time), where (places), who (age), what (injury), why (trigger), and how (direction) the falls occur. The objective of this study was to identify the characteristics of falls in individuals aged 65-74 years (young-old), 75-84 years (old-old), and ≥85 years (oldest-old). METHODS We conducted an observational mail survey among community-dwelling older adults in Japan and collected detailed information on the incidence of falls over the past 3 years. The month, time, location, trigger, direction, and resulting trauma of each fall were analyzed and compared across the different age groups (young-old, old-old, and oldest-old). RESULTS A total of 1695 falls among 1074 community-dwelling older adults were analyzed in this study. Falls were frequent during May and October as well as during the winter season from December to February, especially between 10:00 a.m. and 11:00 a.m. These fall characteristics were consistent across all the age groups. There was a higher incidence of outdoor falls among relatively young older adults, which were typically caused by tripping or slipping. However, as one progresses with age, there is a higher incidence of falls indoors, typically due to loss of balance or leg entrapment. Approximately 60% of older fallers experience some form of injury due to falls, with fractures considered the most serious, occurring in ≈10% of all falls. CONCLUSION We clarified the characteristics of falls including the "when, where, who, what, why, and how" of the fall. A future challenge is to use this valuable information to develop effective fall prevention programs for older populations worldwide. Geriatr Gerontol Int 2024; ••: ••-••.
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Affiliation(s)
- Minoru Yamada
- Faculty of Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Yusuke Terao
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Iwao Kojima
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Shu Tanaka
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Hiroki Saegusa
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Miho Nanbu
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Shiho Soma
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Hiroki Matsumoto
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Masaya Saito
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Kohei Okawa
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Naoto Haga
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan
| | - Hidenori Arai
- National Center for Geriatrics and Gerontology, Obu, Japan
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Pan G, Ni L, Yan H, Yao L. Association between the use of orexin receptor antagonists and falls or fractures: A meta-analysis. J Psychiatr Res 2024; 176:393-402. [PMID: 38944018 DOI: 10.1016/j.jpsychires.2024.06.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/20/2024] [Accepted: 06/24/2024] [Indexed: 07/01/2024]
Abstract
Evidence indicates that the use of sedative-hypnotics, including benzodiazepines and z-drugs, is linked to an increased risk of falls and fractures. Nonetheless, the potential exacerbation of this risk by orexin receptor antagonists, which are novel therapeutic agents for treating insomnia, remains uncertain despite their escalating prevalence in clinical practice. We systematically searched four electronic databases from inception to April 17, 2024. In addition, we performed a quality assessment; calculated pooled odds ratios (ORs) to assess the relationship between the use of orexin receptor antagonists and the occurrence of falls or fractures; evaluated heterogeneity across the included studies; and conducted sensitivity analyses. The meta-analysis encompassed eight papers, comprising a total of 46,636 subjects. These papers included 5 case-control studies and 3 randomized controlled trials (RCTs), collectively encompassing ten studies. Analysis of the included case-control studies (pooled adjusted OR = 0.75, 95% confidence interval [CI] = 0.00-1.50, I2 = 66.2%, k = 3) and RCTs (OR = 0.68, 95% CI = 0.31-1.50, I2 = 45.9%, k = 5) indicated that the use of orexin receptor antagonists did not elevate the risk of falls. Similarly, analysis of the included case-control studies revealed no significant increase in the risk of fractures associated with the use of orexin receptor antagonists (pooled adjusted OR = 1.01, 95% CI = 0.82-1.20, I2 = 40.1%, k = 2). This meta-analysis suggests that the use of orexin receptor antagonists for treating insomnia does not escalate the risk of falls or fractures, although the data for lemborexant and daridorexant are limited.
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Affiliation(s)
- Guobiao Pan
- Department of Orthopedics, Hangzhou Third Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China
| | - Lingzhi Ni
- Department of Orthopedics, Hangzhou Third Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, China
| | - Haohao Yan
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China
| | - Lan Yao
- Department of Medical Oncology Ward 3, Hangzhou Cancer Hospital, Hangzhou, 310002, Zhejiang, China.
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Xue L, Napoleone JM, Winger ME, Boudreau RM, Cauley JA, Donohue JM, Newman AB, Waters TM, Strotmeyer ES. Medicare Fee-For-Service Spending for Fall Injury and Nonfall Events: The Health, Aging, and Body Composition Study. Innov Aging 2024; 8:igae051. [PMID: 38939652 PMCID: PMC11208929 DOI: 10.1093/geroni/igae051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Indexed: 06/29/2024] Open
Abstract
Background and Objectives Fall injuries are prevalent in older adults, yet whether higher spending occurs after nonfracture (NFFI) and fracture is unknown. We examined whether incident fall injuries, including NFFI and fractures, were associated with higher Medicare spending in 12 months after incident events in older adults. Research Design and Methods The Health, Aging, and Body Composition Study included 1 595 community-dwelling adults (53% women, 37% Black; 76.7 ± 2.9 years) with linked Medicare Fee-For-Service (FFS) claims at 2000/01 exam. Incident outpatient and inpatient fall injuries (N = 448) from 2000/01 exam to December 31, 2008 were identified using the first claim with a nonfracture injury diagnosis code with a fall E-code, or a fracture diagnosis code with/without an E-code. Up to 3 participants without fall injuries (N = 1 147) were matched on nonfall events to 448 participants in the fall injury month. We calculated the change in monthly FFS spending in 12 months before versus after index events in both groups. Generalized linear regression with centered outcomes and gamma distributions examined the association of prepost expenditure changes with fall injuries (including NFFI and fractures) adjusting for related covariates. Results Monthly spending increased after versus before fall injuries (USD$2 261 vs $981), nonfracture (N = 105; USD$2 083 vs $1 277), and fracture (N = 343; USD$2 315 vs $890) injuries (all p < .0001). However, after adjusting for covariates in final models, fall injuries were not significantly associated with larger increases in spending/month versus nonfall events (differential increase: USD$399.58 [95% CI: -USD$44.95 to $844.11]). Fracture prepost change in monthly spending was similar versus NFFI (differential increase: USD$471.93 [95% CI: -USD$21.17 to $965.02]). Discussion and Implications Although substantial increases occurred after injuries, with fracture and NFFI increasing similarly, changes in monthly spending after fall injury were not different compared to nonfall events. Our results contribute to the understanding of subsequent spending after fall injury that may inform further research on fall injury-related health care spending.
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Affiliation(s)
- Lingshu Xue
- Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Mary E Winger
- Department of Health Economics, UPMC Insurance Services Division, Pittsburgh, Pennsylvania, USA
| | - Robert M Boudreau
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jane A Cauley
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Julie M Donohue
- Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Anne B Newman
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Teresa M Waters
- Institute for Public and Preventive Health, Augusta University, Augusta, Georgia, USA
| | - Elsa S Strotmeyer
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Liu X, Chen S, Liu C, Dang X, Wei M, Xin X, Gao J. Novel risk-factor analysis and risk-evaluation model of falls in patients receiving maintenance hemodialysis. Ren Fail 2023; 45:2182608. [PMID: 36856312 PMCID: PMC9980417 DOI: 10.1080/0886022x.2023.2182608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023] Open
Abstract
This study investigated the prevalence of falls in maintenance hemodialysis (MHD) patients, and established a nomogram model for evaluating the fall risk of MHD patients. This study enrolled 303 MHD patients from the dialysis department of a tertiary hospital in July 2021. The general data of the participants, as well as the scores on the FRAIL scale, Sarcopenia Screening Questionnaire (SARC-F), Short Physical Performance Battery (SPPB) Scale, and of anxiety and depression, and the occurrence of falls were recorded. Using R language, data were assigned to the training set (n = 212) and test set (n = 91), and a logistic regression model was established. The regression model was verified by the receiver operating characteristic (ROC) curve, area under the curve (AUC), and the calibration curve. As a result, the prevalence of falls in MHD patients was 20.46%. Risk factors for falls in the optimal multivariate logistic regression model included hearing impairment, the depression score, and the SPPB score, of which a higher depression score (odds ratio (OR): 1.28, 95% confidence interval (CI): 1.09-1.49, p = 0.002) and SPPB ≤ 6 (ORvsSPPB9-12: 3.69, 95% CI: 1.04-13.14, p = 0.043) conferred independent risk for falls. AUC of the nomogram in the training was 0.773, which in the test group was 0.663. The calibration and standard curves were fitted closely, indicated that the evaluation ability of the model was good. Thus, a higher depression score and SPPB ≤ 6 are independent risk factors for falls in MHD patients, and the nomogram with good accuracy and discrimination that was established in this study has clinical application value.
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Affiliation(s)
- Xiaomin Liu
- Department of Dialysis, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China
| | - Sijie Chen
- Medical School of Yan'an University, Xi'an, People’s Republic of China
| | - Caifei Liu
- Medical School of Yan'an University, Xi'an, People’s Republic of China
| | - Xilong Dang
- Department of Dialysis, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China
| | - Meng Wei
- Department of Dialysis, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China
| | - Xia Xin
- Nursing Department, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China
| | - Julin Gao
- Department of Dialysis, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China,CONTACT Julin Gao Department of Dialysis, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People’s Republic of China
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Shen S, Xie Y, Zeng X, Chen L, Guan H, Yang Y, Wu X, Chen X. Associations of intrinsic capacity, fall risk and frailty in old inpatients. Front Public Health 2023; 11:1177812. [PMID: 37886051 PMCID: PMC10598390 DOI: 10.3389/fpubh.2023.1177812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
Introduction This study explored the associations of intrinsic capacity (IC), fall risk, and frailty in geriatric inpatients. Methods A total of 703 hospitalized patients aged 75 years or older were recruited for this retrospective observational study from Zhejiang Hospital using a comprehensive geriatric assessment. The IC composite score was constructed from the scores of the Chinese version of the Mini-Mental State Examination, Short Physical Performance Battery, Short Form Mini Nutritional Assessment, 15-item Geriatric Depression Scale, and self-reported hearing and vision impairment. Adverse outcomes were recorded as the fall risk and frailty using the Morse Fall Scale and the Clinical Frailty Scale. Spearman's correlation coefficient analyses and multivariate logistic regression models were used to explore the associations between IC, high fall risk, and frailty. Results Declined IC composite scores were associated with increased risks of falls [odds ratio (OR) = 0.64, 95% confidence interval (CI): 0.57-0.72] and frailty (OR = 0.45, 95%CI: 0.37-0.54) among older hospitalized patients after adjusting for the related potential confounders. In addition, decreased cognitive, vitality, locomotion, and psychological scores were associated with increased adverse health conditions, with ORs ranging from 0.26 to 0.70. Vision impairment was observed to increase the risk of frailty (OR = 0.42, 95%CI: 0.23-0.76) after adjusting for the related potential confounders. Discussion This study indicated that declined IC was associated with fall risk and frailty in older inpatients. Further prospective studies are needed to explore the longitudinal associations between baseline IC and subsequent risk of falls and frailty.
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Affiliation(s)
- Shanshan Shen
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Yanhong Xie
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Xingkun Zeng
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Lingyan Chen
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Huilan Guan
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Yinghong Yang
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Xiushao Wu
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
| | - Xujiao Chen
- Department of Geriatrics, Zhejiang Hospital, Hangzhou, China
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Ganz DA, Gill TM, Reuben DB, Bhasin S, Latham NK, Peduzzi P, Greene EJ. Costs of fall injuries in the STRIDE study: an economic evaluation of healthcare system heterogeneity and heterogeneity of treatment effect. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2023; 21:49. [PMID: 37533073 PMCID: PMC10399038 DOI: 10.1186/s12962-023-00459-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 07/21/2023] [Indexed: 08/04/2023] Open
Abstract
OBJECTIVES The Strategies to Reduce Injuries and Develop Confidence in Elders (STRIDE) Study cluster-randomized 86 primary care practices in 10 healthcare systems to a patient-centered multifactorial fall injury prevention intervention or enhanced usual care, enrolling 5451 participants. We estimated total healthcare costs from participant-reported fall injuries receiving medical attention (FIMA) that were averted by the STRIDE intervention and tested for healthcare-system-level heterogeneity and heterogeneity of treatment effect (HTE). METHODS Participants were community-dwelling adults age ≥ 70 at increased fall injury risk. We estimated practice-level total costs per person-year of follow-up (PYF), assigning unit costs to FIMA with and without an overnight hospital stay. Using independent variables for treatment arm, healthcare system, and their interaction, we fit a generalized linear model with log link, log follow-up time offset, and Tweedie error distribution. RESULTS Unadjusted total costs per PYF were $2,034 (intervention) and $2,289 (control). The adjusted (intervention minus control) cost difference per PYF was -$167 (95% confidence interval (CI), -$491, $216). Cost heterogeneity by healthcare system was present (p = 0.035), as well as HTE (p = 0.090). Adjusted total costs per PYF in control practices varied from $1,529 to $3,684 for individual healthcare systems; one system with mean intervention minus control costs of -$2092 (95% CI, -$3,686 to -$944) per PYF accounted for HTE, but not healthcare system cost heterogeneity. CONCLUSIONS We observed substantial heterogeneity of healthcare system costs in the STRIDE study, with small reductions in healthcare costs for FIMA in the STRIDE intervention accounted for by a single healthcare system. TRIAL REGISTRATION Clinicaltrials.gov (NCT02475850).
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Affiliation(s)
- David A Ganz
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- Geriatric Research, Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
- RAND Corporation, Santa Monica, CA, USA.
| | - Thomas M Gill
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - David B Reuben
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Shalender Bhasin
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Nancy K Latham
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Peter Peduzzi
- Yale Center for Analytical Sciences, Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Erich J Greene
- Yale Center for Analytical Sciences, Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
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Yang X, Li L, Xie F, Wang Z. A prospective cohort study of the impact of chronic disease on fall injuries in middle-aged and older adults. Open Med (Wars) 2023; 18:20230748. [PMID: 37465350 PMCID: PMC10350885 DOI: 10.1515/med-2023-0748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 06/19/2023] [Accepted: 06/20/2023] [Indexed: 07/20/2023] Open
Abstract
This cohort study investigated the impact of chronic diseases on fall risk in middle-aged and older individuals, offering insights for fall prevention strategies. Analysing data from 4,670 participants aged 40+ years, we used a Cox proportional risk model to assess chronic disease types, numbers, and interactions with other factors on fall injury risk across age groups. Results showed that middle-aged adults with respiratory diseases had a 26% increased fall risk (hazard ratio [HR] = 1.26, 95% confidence interval [CI]: 1.05-1.48), and a linear dose-response relationship was observed between chronic disease number and fall risk (p < 0.001). The study also examined interaction effects of chronic diseases with gender, disability, and fall injury history. Female middle-aged and older adults with chronic diseases had a 67% higher fall risk than their male counterparts without chronic diseases (HR = 1.67, 95% CI: 1.36-1.88). In conclusion, chronically ill middle-aged and older adults have a higher fall risk, with high-risk groups including women, those with chronic diseases, and individuals with fall injury history. Fall prevention efforts should target middle-aged adults as well.
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Affiliation(s)
- Xue Yang
- Department of Geriatrics, The General Hospital of Western Theater Command,
Chengdu, P.R. China
| | - Longxin Li
- Department of Geriatrics, The General Hospital of Western Theater Command,
Chengdu, P.R. China
| | - Fang Xie
- Department of Geriatrics, The General Hospital of Western Theater Command,
Chengdu, P.R. China
| | - Zhang Wang
- Department of Geriatrics, The General Hospital of Western Theater Command,
Chengdu, P.R. China
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Mounie M, Fabre D, Rapp T, Rolland Y, Blain H, Tchalla A, Carcaillon-Bentata L, Beltzer N, Assous L, Apparitio S, Caby D, Reina N, Andre L, Molinier L, Costa N. Costs and Survival of Patients having Experienced a Hospitalized Fall-Related Injury in France: A Population-Based Study. J Am Med Dir Assoc 2023; 24:951-957.e4. [PMID: 36934774 DOI: 10.1016/j.jamda.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 02/03/2023] [Accepted: 02/07/2023] [Indexed: 03/17/2023]
Abstract
OBJECTIVES To assess the annual costs 2 years before and 2 years after a hospitalized fall-related injury (HFRI) and the 2-year survival among the population 75+ years old. DESIGN We performed a population-based, retrospective cohort study using the French national health insurance claims database. SETTING AND PARTICIPANTS Patients 75+ years old who had experienced a fall followed by hospitalization, identified using an algorithm based on International Classification of Diseases codes. Data related to a non-HFRI population matched on the basis of age, sex, and geographical area were also extracted. METHODS Cost analyses were performed from a health insurance perspective and included direct costs. Survival analyses were conducted using Kaplan-Meier curves and Cox regression. Descriptive analyses of costs and regression modeling were carried out. Both regression models for costs and on survival were adjusted for age, sex, and comorbidities. RESULTS A total of 1495 patients with HFRI and 4484 non-HFRI patients were identified. Patients with HFRI were more comorbid than the non-HFRI patients over the entire periods, particularly in the year before and the year after the HFRI. Patients with HFRI have significantly worse survival probabilities, with an adjusted 2.14-times greater risk of death over 2-year follow-up and heterogeneous effects determined by sex. The annual incremental costs between patients with HFRI and non-HFRI individuals were €1294 and €2378, respectively, 2 and 1 year before the HFRI, and €11,796 and €1659, respectively, 1 and 2 years after the HFRI. The main cost components differ according to the periods and are mainly accounted for by paramedical acts, hospitalizations, and drug costs. When fully adjusted, the year before the HFRI and the year after the HFRI are associated with increase in costs. CONCLUSIONS AND IMPLICATIONS We have provided real-world estimates of the cost and the survival associated with patients with HFRI. Our results highlight the urgent need to manage patients with HFRI at an early stage to reduce the significant mortality as well as substantial additional cost management. Special attention must be paid to the fall-related increasing drugs and to optimizing management of comorbidities.
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Affiliation(s)
- Michael Mounie
- Health Economic Unit, University Hospital of Toulouse, Toulouse, France.
| | - Didier Fabre
- Department of Medical Information, University Hospital of Toulouse, Toulouse, France
| | - Thomas Rapp
- LIRAES (URP 4470), Chaire AgingUP!, LIEPP Sciences Po, Paris, France
| | - Yves Rolland
- Department of Geriatrics, Hospital and University of Toulouse, Toulouse, France
| | - Hubert Blain
- Department of Geriatrics, University Hospital of Montpellier, Montpellier, France
| | - Achille Tchalla
- Clinical Geriatric, University Hospital of Limoges, Limoges, France
| | | | - Nathalie Beltzer
- Directorate of Non-Communicable Diseases and Injuries, French National Public Health Agency, Saint-Maurice, France
| | | | | | | | - Nicolas Reina
- Locomotor Institute, University Hospital of Toulouse, Toulouse, France
| | - Laurine Andre
- Department of Geriatrics, Hospital and University of Toulouse, Toulouse, France
| | - Laurent Molinier
- Health Economic Unit, University Hospital of Toulouse, Toulouse, France
| | - Nadège Costa
- Health Economic Unit, University Hospital of Toulouse, Toulouse, France
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Pai DR, Rajan B, Jairath P, Rosito SM. Predicting hospital admission from emergency department triage data for patients presenting with fall-related fractures. Intern Emerg Med 2023; 18:219-227. [PMID: 36136289 DOI: 10.1007/s11739-022-03100-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 09/05/2022] [Indexed: 02/01/2023]
Abstract
PURPOSE Predict in advance the need for hospitalization of adult patients for fall-related fractures based on information available at the time of triage to help decision-making at the emergency department (ED). METHODS We developed machine learning models using routinely collected triage data at a regional hospital chain in Pennsylvania to predict admission to an inpatient unit. We considered all patients presenting to the ED for fall-related fractures. Patients who were 18 years or younger, who left the ED against medical advice, left the ED waiting room without being seen by a provider, and left the ED after initial diagnostics were excluded from the analysis. We compared models obtained using triage data (pre-model) with models developed using additional data obtained after physicians' diagnoses (post-model). RESULTS Our results show good discriminatory power on predicting hospital admissions. Neural network models performed the best (AUC: pre-model = 0.938 [CI 0.920-0.956], post-model = 0.983 [0.974-0.992]). The logistic regression analysis provides additional insights into the data and the relationships between the variables. CONCLUSIONS Using limited data available at the time of triage, we developed four machine learning models aimed at predicting hospitalization for patients presenting to the ED for fall-related fractures. All the four models were robust and performed well. Neural network method, however, performed the best for both pre- and post-models. Simple, parsimonious machine learning models can provide high accuracy for predicting hospital admission.
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Affiliation(s)
- Dinesh R Pai
- School of Business Administration, Penn State Harrisburg, 777 West Harrisburg Pike, Middletown, PA, 17057, USA
| | - Balaraman Rajan
- Department of Management, College of Business and Economics, California State University East Bay, VBT 326, 25800 Carlos Bee Blvd, Hayward, CA, 94542, USA.
| | - Puneet Jairath
- Department of Pediatrics, Office of Newborn Medicine, WellSpan Health, York Hospital, 1001 S George St, York, PA, 17403, USA
| | - Stephen M Rosito
- School of Public Affairs, Penn State Harrisburg, 777 West Harrisburg Pike, Middletown, PA, 17057, USA
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10
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Hoffman GJ, Maust DT, Harris M, Ha J, Davis MA. Medicare spending associated with a dementia diagnosis among older adults. J Am Geriatr Soc 2022; 70:2592-2601. [PMID: 35583388 PMCID: PMC9790668 DOI: 10.1111/jgs.17835] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 03/28/2022] [Accepted: 04/03/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Over 6 million Americans have Alzheimer's Disease or Related Dementia (ADRD) but whether spikes in spending surrounding a new diagnosis reflect pre-diagnosis morbidity, diagnostic testing, or treatments for comorbidities is unknown. METHODS We used the 1998-2018 Health and Retirement Study and linked Medicare claims from older (≥65) adults to assess incremental quarterly spending changes just before versus just after a clinical diagnosis (diagnosis cohort, n = 2779) and, for comparative purposes, for a cohort screened as impaired based on the validated Telephone Interview for Cognitive Status (TICS) (impairment cohort, n = 2318). Models were adjusted for sociodemographic and health characteristics. Spending patterns were examined separately by sex, race, education, dual eligibility, and geography. RESULTS Among the diagnosis cohort, mean (SD) overall spending was $4773 ($9774) per quarter - 43% of which was spending on hospital care ($2048). In adjusted analyses, spending increased by $8400 (p < 0.001), or 156%, from $5394 in the quarter prior to $13,794 in the quarter including the diagnosis. Among the cohort in which impairment was incidentally detected using the TICS, adjusted spending did not change from just before to after detection of impairment, from $2986 before and $2962 after detection (p = 0.90). Incremental spending changes did not differ by sex, race, education, dual eligibility, or geography. CONCLUSION Large, transient spending increases accompany an ADRD diagnosis that may not be attributed to impairment or changes in functional status due to dementia. Further study may help reveal how treatment for comorbidities is associated with the clinical diagnosis of dementia, with potential implications for Medicare spending.
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Affiliation(s)
- Geoffrey J. Hoffman
- Department of Systems, Populations, and LeadershipUniversity of Michigan School of NursingAnn ArborMichiganUSA
| | - Donovan T. Maust
- Department of PsychiatryUniversity of Michigan Medical SchoolAnn ArborMichiganUSA,Department of Internal MedicineUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Melissa Harris
- Clinical & Translational Science Institute, National Clinician Scholars ProgramDuke UniversityDurhamNorth CarolinaUSA
| | - Jinkyung Ha
- Division of Geriatric and Palliative Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMichiganUSA
| | - Matthew A. Davis
- Department of Systems, Populations, and LeadershipUniversity of Michigan School of NursingAnn ArborMichiganUSA,Department of Learning Health SciencesUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
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11
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Kwon J, Squires H, Franklin M, Young T. Systematic review and critical methodological appraisal of community-based falls prevention economic models. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2022; 20:33. [PMID: 35842721 PMCID: PMC9287934 DOI: 10.1186/s12962-022-00367-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 07/04/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Falls impose significant health and economic burdens on community-dwelling older persons. Decision modelling can inform commissioning of alternative falls prevention strategies. Several methodological challenges arise when modelling public health interventions including community-based falls prevention. This study aims to conduct a systematic review (SR) to: systematically identify community-based falls prevention economic models; synthesise and critically appraise how the models handled key methodological challenges associated with public health modelling; and suggest areas for further methodological research. METHODS The SR followed the 2021 PRISMA reporting guideline and covered the period 2003-2020 and 12 academic databases and grey literature. The extracted methodological features of included models were synthesised by their relevance to the following challenges: (1) capturing non-health outcomes and societal intervention costs; (2) considering heterogeneity and dynamic complexity; (3) considering theories of human behaviour and implementation; and (4) considering equity issues. The critical appraisal assessed the prevalence of each feature across models, then appraised the methods used to incorporate the feature. The methodological strengths and limitations stated by the modellers were used as indicators of desirable modelling practice and scope for improvement, respectively. The methods were also compared against those suggested in the broader empirical and methodological literature. Areas of further methodological research were suggested based on appraisal results. RESULTS 46 models were identified. Comprehensive incorporation of non-health outcomes and societal intervention costs was infrequent. The assessments of heterogeneity and dynamic complexity were limited; subgroup delineation was confined primarily to demographics and binary disease/physical status. Few models incorporated heterogeneity in intervention implementation level, efficacy and cost. Few dynamic variables other than age and falls history were incorporated to characterise the trajectories of falls risk and general health/frailty. Intervention sustainability was frequently based on assumptions; few models estimated the economic/health returns from improved implementation. Seven models incorporated ethnicity- and severity-based subgroups but did not estimate the equity-efficiency trade-offs. Sixteen methodological research suggestions were made. CONCLUSION Existing community-based falls prevention models contain methodological limitations spanning four challenge areas relevant for public health modelling. There is scope for further methodological research to inform the development of falls prevention and other public health models.
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Affiliation(s)
- Joseph Kwon
- School of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA England UK
| | - Hazel Squires
- School of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA England UK
| | - Matthew Franklin
- School of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA England UK
| | - Tracey Young
- School of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA England UK
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12
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The public health burden of geriatric trauma: Analysis of 2,688,008 hospitalizations from Centers for Medicare and Medicaid Services inpatient claims. J Trauma Acute Care Surg 2022; 92:984-989. [PMID: 35125447 DOI: 10.1097/ta.0000000000003572] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Geriatric trauma care (GTC) represents an increasing proportion of injury care, but associated public health research on outcomes and expenditures is limited. The purpose of this study was to describe GTC characteristics, location, diagnoses, and expenditures. METHODS Patients at short-term nonfederal hospitals, 65 years or older, with ≥1 injury International Classification of Diseases, Tenth Revision, were selected from 2016 to 2019 Centers for Medicare and Medicaid Services Inpatient Standard Analytical Files. Trauma center levels were linked to Inpatient Standard Analytical Files data via American Hospital Association Hospital ID and fuzzy string matching. Demographics, care location, diagnoses, and expenditures were compared across groups. RESULTS A total of 2,688,008 hospitalizations (62% female; 90% White; 71% falls; mean Injury Severity Score, 6.5) from 3,286 hospitals were included, comprising 8.5% of all Medicare inpatient hospitalizations. Level I centers encompassed 7.2% of the institutions (n = 236) but 21.2% of hospitalizations, while nontrauma centers represented 58.5% of institutions (n = 1,923) and 37.7% of hospitalizations. Compared with nontrauma centers, patients at Level I centers had higher Elixhauser scores (9.0 vs. 8.8) and Injury Severity Score (7.4 vs. 6.0; p < 0.0001). The most frequent primary diagnosis at all centers was hip/femur fracture (28.3%), followed by traumatic brain injury (10.1%). Expenditures totaled $32.9 billion for trauma-related hospitalizations, or 9.1% of total Medicare hospitalization expenditures and approximately 1.1% of the annual Medicare budget. The overall mortality rate was 3.5%. CONCLUSION Geriatric trauma care accounts for 8.5% of all inpatient GTC and a similar percentage of expenditures, the most common injury being hip/femur fractures. The largest proportion of GTC occurs at nontrauma centers, emphasizing their vital role in trauma care. Public health prevention programs and GTC guidelines should be implemented by all hospitals, not just trauma centers. Further research is required to determine the optimal role of trauma systems in GTC, establish data-driven triage guidelines, and define the impact of trauma centers and nontrauma centers on GTC mortality. LEVEL OF EVIDENCE Therapeutic/care management, Level III.
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13
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Martin RS, Lester ELW, Ross SW, Davis KA, Tres Scherer LR, Minei JP, Staudenmayer KL. Value in acute care surgery, Part 1: Methods of quantifying cost. J Trauma Acute Care Surg 2022; 92:e1-e9. [PMID: 34570063 DOI: 10.1097/ta.0000000000003419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND With health care expenditures continuing to increase rapidly, the need to understand and provide value has become more important than ever. In order to determine the value of care, the ability to accurately measure cost is essential. The acute care surgeon leader is an integral part of driving improvement by engaging in value increasing discussions. Different approaches to quantifying cost exist depending on the purpose of the analysis and available resources. Cost analysis methods range from detailed microcosting and time-driven activity-based costing to less complex gross and expenditure-based approaches. An overview of these methods and a practical approach to costing based on the needs of the acute care surgeon leader is presented.
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Affiliation(s)
- R Shayn Martin
- From the Department of Surgery (R.S.M.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Surgery (E.L.W.L.), University of Alberta, Edmonton, Alberta, Canada; Department of Surgery (S.W.R.), Atrium Health, Charlotte, NC; Department of Surgery (K.A.D.), Yale School of Medicine, New Haven, Connecticut; North Star Pediatric Surgery (L.R.T.S.), Carmel, Indiana; Department of Surgery (J.P.M.), University of Texas Southwestern Medical School, Dallas, Texas; and Department of Surgery (K.L.S.), Stanford School of Medicine, Stanford, California
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14
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The Predictive Validity and Clinical Application of Stopping Elderly Accidents, Deaths & Injuries (STEADI) for Fall Risk Screening. ADVANCES IN GERIATRIC MEDICINE AND RESEARCH 2022; 4:e220008. [PMID: 36315107 PMCID: PMC9615094 DOI: 10.20900/agmr20220008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Fall prevention is critical for older adults. Stopping Elderly Accidents, Deaths, and Injuries (STEADI) is a fall prevention initiative, promoted by the Center for Disease Control (CDC). The purpose of this review aims to discuss the predictive validity, improve the predictive validity of STEADI, and apply STEADI in clinical settings.
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15
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de Jong LD, Francis-Coad J, Waldron N, Ingram K, McPhail SM, Etherton-Beer C, Haines TP, Flicker L, Weselman T, Hill AM. Does Free-Text Information in Falls Incident Reports Assist to Explain How and Why the Falls Occurred in a Hospital Setting? J Patient Saf 2021; 17:e1472-e1479. [PMID: 30192260 DOI: 10.1097/pts.0000000000000533] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to explore whether information captured in falls reports in incident management systems could be used to explain how and why the falls occurred, with a view to identifying whether such reports can be a source of subsequent learnings that inform practice change. METHODS An analysis of prospectively collected falls incident reports found in the incident management systems from eight Western Australian hospitals during a stepped-wedge cluster-randomized controlled trial. The falls reported occurred in a cohort of older hospital patients (mean age = 82 y) on rehabilitation wards. Data coded from free-text comments in the incident reports were analyzed using deductive content analysis. RESULTS In the 493 analyzed falls incident reports, qualitative information describing aspects of the fall that clarified the patient, staff, and environment-related contributory factors was consistently low. Reports infrequently contained information about patients' and staff's call bell use behaviors (13%-19% of reports), fidelity of implementation of the care plan (8%) or environment-related factors such as bed settings (20%), and presence of clutter at the fall location (1%). The patients' account of the fall was present in less than 50% of reports, with an absence of concurrent text, which explained whether patient cognitive impairment was the reason for not obtaining this first-person account of the incident. CONCLUSIONS Falls reports in hospital incident management systems may not capture adequate information to explain how and why falls occur. This could limit creation of effective feedback loops to drive quality improvement efforts and targeted practice change.
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Affiliation(s)
- Lex D de Jong
- From the School of Physiotherapy and Exercise Science, Faculty of Health Sciences, Curtin University, Bentley, Perth
| | | | | | - Katharine Ingram
- Department of Rehabilitation and Aged Care, Sir Charles Gairdner Hospital, Perth, Western Australia
| | - Steven M McPhail
- Centre for Functioning and Health Research, Metro South Health, Brisbane, Queensland, Australia & Institute of Health and Biomedical Innovation and School of Public Health & Social Work, Queensland University of Technology, Brisbane, Queensland
| | - Christopher Etherton-Beer
- WA Centre for Health and Ageing, Royal Perth Hospital Unit, School of Medicine & Pharmacology and Centre for Medical Research, University of Western Australia, Perth, Western Australia
| | - Terry P Haines
- School of Primary and Allied Health Care, Monash University, Frankston, Victoria, Australia
| | - Leon Flicker
- WA Centre for Health and Ageing, Royal Perth Hospital Unit, School of Medicine & Pharmacology and Centre for Medical Research, University of Western Australia, Perth, Western Australia
| | - Tammy Weselman
- From the School of Physiotherapy and Exercise Science, Faculty of Health Sciences, Curtin University, Bentley, Perth
| | - Anne-Marie Hill
- From the School of Physiotherapy and Exercise Science, Faculty of Health Sciences, Curtin University, Bentley, Perth
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16
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Hoffman GJ, Malani PN, Solway E, Kirch M, Singer DC, Kullgren JT. Changes in activity levels, physical functioning, and fall risk during the COVID-19 pandemic. J Am Geriatr Soc 2021; 70:49-59. [PMID: 34536288 DOI: 10.1111/jgs.17477] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 01/21/2023]
Abstract
BACKGROUND Physical function worsens with older age, particularly for sedentary and socially isolated individuals, and this often leads to injuries. Through reductions in physical activity, the COVID-19 pandemic may have worsened physical function and led to higher fall-related risks. METHODS A nationally representative online survey of 2006 U.S. adults aged 50-80 was conducted in January 2021 to assess changes in health behaviors (worsened physical activity and less daily time spent on feet), social isolation (lack of companionship and perceived isolation), physical function (mobility and physical conditioning), and falls (falls and fear of falling) since March 2020. Multivariable logistic regression was used to assess relationships among physical activity, social isolation, physical function, falls, and fear of falling. RESULTS Among respondents, 740 (36.9%) reported reduced physical activity levels, 704 (35.1%) reported reduced daily time spent on their feet since March 2020, 712 (37.1%) reported lack of companionship, and 914 (45.9%) social isolation. In multivariable models, decreased physical activity (adjusted risk ratio, ARR: 2.92, 95% CI: 2.38, 3.61), less time spent on one's feet (ARR: 1.95, 95% CI: 1.62, 2.34), and social isolation (ARR: 1.51, 95% CI: 1.30, 1.74) were associated with greater risks of worsened physical conditioning. Decreased physical activity, time spent daily on one's feet, and social isolation were similarly associated with worsened mobility. Worsened mobility was associated with both greater risk of falling (ARR: 1.70, 95% CI: 1.35, 2.15) and worsened fear of falling (ARR: 2.02, 95% CI: 1.30, 3.13). Worsened physical conditioning and social isolation were also associated with greater risk of worsened fear of falling. CONCLUSION The COVID-19 pandemic was associated with worsened physical functioning and fall outcomes, with the greatest effect on individuals with reduced physical activity and social isolation. Public health actions to address reduced physical activity and social isolation among older adults are needed.
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Affiliation(s)
- Geoffrey J Hoffman
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, Michigan, USA.,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
| | - Preeti N Malani
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA.,Department of Internal Medicine, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
| | - Erica Solway
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
| | - Matthias Kirch
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
| | - Dianne C Singer
- Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Jeffrey T Kullgren
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA.,Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA.,Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.,Department of Health Management and Policy, University of Michigan, Ann Arbor, Michigan, USA
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17
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Li F, Harmer P, Eckstrom E, Ainsworth BE, Fitzgerald K, Voit J, Chou LS, Welker FL, Needham S. Efficacy of exercise-based interventions in preventing falls among community-dwelling older persons with cognitive impairment: is there enough evidence? An updated systematic review and meta-analysis. Age Ageing 2021; 50:1557-1568. [PMID: 34120175 PMCID: PMC8437077 DOI: 10.1093/ageing/afab110] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Indexed: 12/11/2022] Open
Abstract
Objective Exercise prevents falls in the general older population, but evidence is inconclusive for older adults living with cognitive impairment. We performed an updated systematic review and meta-analysis to assess the potential effectiveness of interventions for reducing falls in older persons with cognitive impairment. Methods PubMed, EMBASE, CINAHL, Scopus, CENTRAL and PEDro were searched from inception to 10 November 2020. We included randomised controlled trials (RCTs) that evaluated the effects of physical training compared to a control condition (usual care, waitlist, education, placebo control) on reducing falls among community-dwelling older adults with cognitive impairment (i.e. any stage of Alzheimer’s disease and related dementias, mild cognitive impairment). Results We identified and meta-analysed nine studies, published between 2013 and 2020, that included 12 comparisons (N = 1,411; mean age = 78 years; 56% women). Overall, in comparison to control, interventions produced a statistically significant reduction of approximately 30% in the rate of falls (incidence rate ratio = 0.70; 95% CI, 0.52-0.95). There was significant between-trial heterogeneity (I2 = 74%), with most trials (n = 6 studies [eight comparisons]) showing no reductions on fall rates. Subgroup analyses showed no differences in the fall rates by trial-level characteristics. Exercise-based interventions had no impact on reducing the number of fallers (relative risk = 1.01; 95% CI, 0.90–1.14). Concerns about risk of bias in these RCTs were noted, and the quality of evidence was rated as low. Conclusions The positive statistical findings on reducing fall rate in this meta-analysis were driven by a few studies. Therefore, current evidence is insufficient to inform evidence-based recommendations or treatment decisions for clinical practice. PROSPERO Registration number: CRD42020202094.
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Affiliation(s)
- Fuzhong Li
- Oregon Research Institute, Eugene, OR 97403, USA
- Shanghai University of Sport, Shanghai, China
| | - Peter Harmer
- Willamette University, Department of Exercise and Health Science, Salem, OR 97301, USA
| | - Elizabeth Eckstrom
- Division of General Internal Medicine & Geriatrics, Oregon Health & Science University, Portland, OR 97239, USA
| | | | | | - Jan Voit
- Voit Better Balance, Seattle, WA 98104, USA
| | - Li-Shan Chou
- Iowa State University, Department of Kinesiology, Ames, IA 50011, USA
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18
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Pai DR, Hosseini HM, Rosito SR. Determining the relative risk of hospitalisation and surgery of fall injury patients. Health Syst (Basingstoke) 2021; 11:288-302. [DOI: 10.1080/20476965.2021.1966323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Dinesh R. Pai
- Project and Supply Chain Management, Penn State Harrisburg, School of Business Administration, Middletown, PA, USA
| | - Hengameh M. Hosseini
- University of Scranton, Heath administration and Human Resources instead of Penn state school of public affairs,
| | - Stephen R. Rosito
- Health Administration, Penn State Harrisburg, School of Public Affairs, Middletown, PA, USA
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19
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Ibrahim IK, AlAsoomi F. Hospitalization of unintentional fall injuries in Kuwait: a national database study. BMC Public Health 2021; 21:1364. [PMID: 34243734 PMCID: PMC8270774 DOI: 10.1186/s12889-021-11358-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 06/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Accidental falls are a major cause of morbidity placing pressure on hospital capacity and utilizing costly services. Evaluating the burden of falls is key for planning, implementation, and evaluation of prevention strategies. To date, no studies have been published on accidental falls at the population level in Kuwait. We studied the burden of accidental falls on public hospital inpatient capacity in Kuwait and identified the subgroups with the highest utilization of inpatient service days. METHODS From the national database of inpatient hospitalizations, we selected hospitalizations of patients admitted to Kuwait's public hospitals for unintentional injury caused by an accidental fall from 1 January through 31 December 2016. We studied the number of inpatient service days (bed days), length of stay (LOS), and number of hospitalizations by age group, gender, and nationality. Mann-Whitney, Kruskal-Wallis, and Chi square tests were used for comparison. Logistic regression was used to quantify the risk of prolonged LOS and fractures among fall-related hospitalizations. RESULTS Accidental falls were responsible for 2.9% of inpatient hospitalizations, 3.7% of inpatient service days (61,140 days) with an ALOS of 9.1 days in Kuwait's public hospitals in 2016. Accidental falls were responsible for 4.6% of older adult service days, and an even higher 5.6% of older women service days. In the age group 13-64, fall-related service days for non-Kuwaitis (5.7%) were more than triple those for Kuwaitis (1.8%) with a substantial percentage among male non-Kuwaitis (8.1%). The risk factors for exceeding the national ALOS for fall-related hospitalizations were female gender (OR 1.36), age 65 and older (OR 9.72), age 13-64 (OR 5.20), being non-Kuwaiti (OR 1.39), sustaining a femur fracture (OR 11.67), and undergoing surgery (OR 2.63). Fall-related hospitalizations associated with a higher risk of fractures were females (OR 1.22), patients 65 years and older (OR 5.09), patients aged 13-64 (OR 3.65), and non-Kuwaitis (OR 1.28). CONCLUSIONS Accidental falls impose a considerable burden on inpatient service utilization in Kuwait. This varies by age, gender, and nationality. To reduce this burden, prevention programs should target working-age non-Kuwaiti males and older females.
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Affiliation(s)
- Islam Kamal Ibrahim
- National Center for Health Information, Ministry of Health, Kuwait City, Kuwait
| | - Fatima AlAsoomi
- National Center for Health Information, Ministry of Health, Kuwait City, Kuwait
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20
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Lyse Harden K, Wall P, Galunas L, Eastman DJ, Frederick TS. Managing Falls: Implementation of a Three-Intervention Initiative to Improve Quality of Care for Patients With Cancer. Clin J Oncol Nurs 2021; 25:188-193. [PMID: 33739341 DOI: 10.1188/21.cjon.188-193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND All healthcare institutions prioritize falls as a major safety issue. Falls are of particular concern on inpatient oncology units where patients are substantially at risk for injury related to falls. OBJECTIVES This article describes a multifaceted fall-prevention initiative that can be implemented on oncology units using evidence-based interventions in the key areas of communication, toileting, and hourly rounding. The Visual Rounding Tool for communication around hourly rounding and proactive toileting is also introduced. METHODS Based on a root cause analysis and literature review, the inpatient oncology unit-based committee launched a three-intervention initiative, carried out during three consecutive months, to address patient falls. FINDINGS Fall rates decreased using the three- intervention initiative. Systematic improvement in processes enabled an increased occurrence of communication between nurses and assistive personnel, increased use of the Visual Rounding Tool for proactive toileting and hourly rounding, and a significant but short-lived decrease in call light use.
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21
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Kirby KM, Pillai S, Brouillette RM, Keller JN, De Vito AN, Bernstein JP, Van Gemmert AWA, Carmichael OT. Neuroimaging, Behavioral, and Gait Correlates of Fall Profile in Older Adults. Front Aging Neurosci 2021; 13:630049. [PMID: 33679378 PMCID: PMC7935539 DOI: 10.3389/fnagi.2021.630049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 01/27/2021] [Indexed: 11/20/2022] Open
Abstract
Prior research has suggested that measurements of brain functioning and performance on dual tasks (tasks which require simultaneous performance) are promising candidate predictors of fall risk among older adults. However, no prior study has investigated whether brain function measurements during dual task performance could improve prediction of fall risks and whether the type of subtasks used in the dual task paradigm affects the strength of the association between fall characteristics and dual task performance. In this study, 31 cognitively normal, community-dwelling older adults provided a self-reported fall profile (number of falls and fear of falling), completed a gait dual task (spell a word backward while walking on a GaitRite mat), and completed a supine dual task (rhythmic finger tapping with one hand while completing the AX continuous performance task (AX-CPT) with the other hand) during functional magnetic resonance imaging (fMRI). Gait performance, AX-CPT reaction time and accuracy, finger tapping cadence, and brain functioning in finger-tapping-related and AX-CPT-related brain regions all showed declines in the dual task condition compared to the single task condition. Dual-task gait, AX-CPT and finger tapping performance, and brain functioning were all independent predictors of fall profile. No particular measurement domain stood out as being the most strongly associated measure with fall variables. Fall characteristics are determined by multiple factors; brain functioning, motor task, and cognitive task performance in challenging dual-task conditions all contribute to the risk of falling.
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Affiliation(s)
- Krystal M Kirby
- Fine Motor Control and Learning Laboratory (FMCL), School of Kinesiology, Louisiana State University, Baton Rouge, LA, United States.,Biomedical Imaging Center, Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Sreekrishna Pillai
- Biomedical Imaging Center, Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Robert M Brouillette
- Institute for Dementia Research and Prevention, Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Jeffrey N Keller
- Institute for Dementia Research and Prevention, Pennington Biomedical Research Center, Baton Rouge, LA, United States
| | - Alyssa N De Vito
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - John P Bernstein
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
| | - Arend W A Van Gemmert
- Fine Motor Control and Learning Laboratory (FMCL), School of Kinesiology, Louisiana State University, Baton Rouge, LA, United States
| | - Owen T Carmichael
- Biomedical Imaging Center, Pennington Biomedical Research Center, Baton Rouge, LA, United States
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22
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Workman CD, Fietsam AC, Sosnoff J, Rudroff T. Increased Likelihood of Falling in Older Cannabis Users vs. Non-Users. Brain Sci 2021; 11:brainsci11020134. [PMID: 33494171 PMCID: PMC7909838 DOI: 10.3390/brainsci11020134] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/13/2021] [Accepted: 01/18/2021] [Indexed: 12/21/2022] Open
Abstract
Cannabis is one of the most common drugs in the United States and is the third most prevalent substance consumed by adults aged 50 years and older. Normal aging is associated with physiological changes that make older adults vulnerable to impaired function and geriatric conditions (e.g., falls, cognitive impairment). However, the impact of medical cannabis use on fall risk in older adults remains unexplored. The purpose of this study was to investigate if cannabis use in older adults influences fall risk, cognitive function, and motor function. It was hypothesized that older chronic cannabis users would perform worse than non-users on gait, balance, and cognitive tests. Sixteen older adults, split into cannabis Users and age- and sex-matched Non-Users groups (n = 8/group), participated in the study. The results indicate a higher fall risk, worse one leg standing balance performance, and slower gait speed in Users vs. Non-Users. No significant differences in cognitive function were found. Thus, chronic cannabis use was purported to exacerbate the poorer balance control and slower gait velocity associated with normal aging. Future mechanistic (e.g., neuroimaging) investigations of the short- and long-term effects of using a variety of cannabis products (e.g., THC/CBD ratios, routes of administration) on cognitive function, motor function, and fall incidence in older adults are suggested.
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Affiliation(s)
- Craig D. Workman
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA; (C.D.W.); (A.C.F.)
| | - Alexandra C. Fietsam
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA; (C.D.W.); (A.C.F.)
| | - Jacob Sosnoff
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA;
| | - Thorsten Rudroff
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA; (C.D.W.); (A.C.F.)
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA 52242, USA
- Correspondence: ; Tel.: +1-319-467-0363
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23
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Qiao M, Yang F. Leg Joint Stiffness Affects Dynamics of Backward Falling From Standing Height: A Simulation Work. J Biomech Eng 2020; 142:101007. [PMID: 32346720 DOI: 10.1115/1.4047077] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Indexed: 11/08/2022]
Abstract
Falling backward can lead to injuries including hip fracture, back injury, and traumatic brain impact among older adults. A loss of consciousness is associated with falling backward and accounts for about 13% of all falls among older adults. Little is known about the dynamics of backward falls, such as the falling duration, the impact severity, and how the fall dynamics are affected by the biomechanical properties of the lower limb joints, particularly the rotational stiffness. The purpose of this study was to investigate the influence of the stiffness of individual leg joints on the dynamics of backward falls after losing consciousness in terms of the falling duration and impact velocities. Based on a 15-segment human model, we simulated the process of falling backward by sweeping the parameter space of ankle, knee, and hip's stiffnesses varying from 0 to 8.73 N·m·deg-1 (or 500 N·m·rad-1). The results revealed that the falling duration and impact speeds of the head and hip ranged from 0.27 to 0.63 s, 2.65 to 7.88 m·s-1, and 0.35 to 3.36 m·s-1, respectively, when the stiffness of the leg joints changed within their limits. Overall, the influence of the joint stiffness on the falling dynamics (falling duration and impact speed) is comparable between hip and knee joints, whereas ankle stiffness showed little influence on the backward falling dynamics. Our findings could provide references for designing protective devices to prevent impact-induced injuries after a backward fall.
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Affiliation(s)
- Mu Qiao
- Department of Kinesiology, Louisiana Tech University, Scotty Robertson Memorial Gym, Rm-236, Ruston, LA 71272
| | - Feng Yang
- Department of Kinesiology and Health, Georgia State University, 125 Decatur St. SE, Suite-137, Atlanta, GA 30303
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Patterson BW, Jacobsohn GC, Maru AP, Venkatesh AK, Smith MA, Shah MN, Mendonça EA. RESEARCHComparing Strategies for Identifying Falls in Older Adult Emergency Department Visits Using EHR Data. J Am Geriatr Soc 2020; 68:2965-2967. [PMID: 32951200 DOI: 10.1111/jgs.16831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 08/18/2020] [Accepted: 08/21/2020] [Indexed: 11/29/2022]
Affiliation(s)
- Brian W Patterson
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin.,Health Innovation Program, University of Wisconsin-Madison, Madison, Wisconsin.,Department of Industrial and Systems Engineering, Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, Wisconsin
| | - Gwen Costa Jacobsohn
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin
| | - Apoorva P Maru
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin
| | - Arjun K Venkatesh
- Department of Emergency Medicine and Center for Outcomes Research and Evaluation, Yale University School of Medicine, New Haven, Connecticut
| | - Maureen A Smith
- Health Innovation Program, University of Wisconsin-Madison, Madison, Wisconsin
| | - Manish N Shah
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin.,Division of Geriatrics and Gerontology, Department of Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin.,Department of Population Health Sciences, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin
| | - Eneida A Mendonça
- Department of Pediatrics and Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana.,Regenstrief Institute, Indianapolis, Indiana
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25
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Abstract
IMPORTANCE To date, measurement and treatment of older adult fall injury has been siloed within specific care settings, such as a hospital or within a nursing home or community. Little is known about changes in fall risk across care settings. Understanding the occurrence of falls across settings has implications for measuring and incentivizing high-value care across care settings. OBJECTIVE To estimate the risk of older adult fall injury within and across discrete periods during a 12-month care episode anchored by an acute hospitalization. DESIGN, SETTING, AND PARTICIPANTS This cohort study is a longitudinal analysis of 12-month periods that include an anchor hospital stay using national data from 2006 to 2014. Participants included older (aged ≥65 years) Medicare fee-for-service beneficiaries from the Health and Retirement Study. Weekly fall injury rates were computed for 4 periods compared with the anchor hospitalization: at baseline (1-6 months before hospitalization), just before (<1 month before hospitalization), just after (<1 month after hospitalization), and at follow-up (1-6 months after hospitalization). Piecewise logistic regression models estimated weekly marginal risk of fall injury within each period, adjusting for sociodemographic and health characteristics. Fall injury risks for high-risk beneficiaries with a fall injury during the anchor hospitalization were also estimated. Data analysis was performed from November 2019 to April 2020. MAIN OUTCOMES AND MEASURES Fall injuries. RESULTS In total, 10 106 anchor hospitalizations for 4101 beneficiaries (mean [SD] age, 77.1 [7.6] years; 5912 hospitalizations among women [58.5%]) were identified. The overall fall injury risk was 0.77%. In adjusted models, marginal increases in weekly fall injury risk just before hospitalization (0.27 percentage points [95% CI, 0.22 to 0.33 percentage points], or 30.0%; P < .001) were 4 times greater than decreases just after hospitalization (-0.18 percentage points [95% CI, -0.23 to -0.13 percentage points], or -9.2%; P < .001)]. A greater risk differential before and after hospitalization was observed for patients with an inpatient fall injury (1.89 percentage points [95% CI, 1.37 to 2.40], or 309.8%; P < .001; vs -0.39 percentage points [95% CI, -0.73 to -0.04], or -11.6%; P = .03). CONCLUSIONS AND RELEVANCE An episode-based assessment of fall injury illustrates substantial variability in period-specific risks over an extended period including an anchor hospitalization. Risk transitions between periods include sizable increases just before hospitalization that do not fully subside after hospital discharge. Financial incentives to coordinate hospital and posthospital care for patients at risk for fall injury are needed. These could include bundled payments for fall injury episodes that incentivize coordination across settings.
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Affiliation(s)
- Geoffrey J. Hoffman
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Mary E. Tinetti
- Department of Medicine (Geriatrics), Yale University, New Haven, Connecticut
- School of Public Health, Yale University, New Haven, Connecticut
| | - Jinkyung Ha
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Neil B. Alexander
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
- Geriatric Research Education Clinical Center, VA Medical Center, Ann Arbor, Michigan
| | - Lillian C. Min
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
- Geriatric Research Education Clinical Center, VA Medical Center, Ann Arbor, Michigan
- Veterans Affairs Center for Clinical Management and Research, VA Medical Center, Ann Arbor, Michigan
- Institute for Social Research, University of Michigan, Ann Arbor
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Life After Trauma: A Survey of Level 1 Trauma Centers Regarding Posttraumatic Stress Disorder and Acute Stress Disorder. J Trauma Nurs 2020; 26:223-233. [PMID: 31503192 DOI: 10.1097/jtn.0000000000000451] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Patients admitted to Level 1 trauma centers in the United States are rarely assessed for or educated about the potentially devastating effects of acute stress disorder (ASD) or posttraumatic stress disorder (PTSD). This descriptive research was conducted to describe current levels of assessment and education of ASD and PTSD in Level 1 trauma centers in the United States. The aims of this article are to (1) determine the extent to which Level 1 trauma centers in the United States assess and educate patients and providers about ASD and PTSD and (2) identify clinical staff who administer assessments and provide educational resources. A web-based survey was distributed to the trauma program managers and trauma medical directors of 209 adult and 70 pediatric Level 1 trauma centers in the United States. For PTSD, 26 (25.00%) adult and 17 (36.17%) pediatric centers had an assessment protocol for use with trauma patients. For ASD, 13 (12.50%) adult and 13 (27.66%) pediatric centers utilized an assessment protocol for use with trauma patients. For PTSD, 12 (12.37%) adult and 8 (20.00%) pediatric centers offered educational protocols for use with trauma patients. Seven (7.22%) adult and 7 (17.50%) pediatric centers maintain educational protocols for ASD in trauma patients. Fewer centers had assessment or educational protocols targeting formal and informal caregivers. This study was limited to Level 1 trauma centers in the United States. Results indicate that trauma patients are rarely assessed for or educated about the potential effects of PTSD or ASD. Formal and informal caregivers are also assessed and educated at low rates. Assessment, education, and incidence of PTSD and ASD should be included as universally measured health outcomes across trauma centers.
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Zhong D, Xiao Q, Xiao X, Li Y, Ye J, Xia L, Zhang C, Li J, Zheng H, Jin R. Tai Chi for improving balance and reducing falls: An overview of 14 systematic reviews. Ann Phys Rehabil Med 2020; 63:505-517. [PMID: 31981834 DOI: 10.1016/j.rehab.2019.12.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Revised: 12/27/2019] [Accepted: 12/28/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Falls play a pivotal role in the cause of injury or death and have become a public health problem, especially for older people. Tai Chi may be an effective approach to improving balance and reducing falls. However, the conclusions of systematic reviews (SRs) have been inconsistent and the quality needs to be appraised critically. OBJECTIVE To provide an overview of the methodological quality, risk of bias and reporting quality as well as quality of evidence of SRs of Tai Chi for improving balance and reducing falls. METHODS We conducted a systematic search of English- and Chinese-language SRs in 8 electronic databases, from inception to October 2019. The methodological quality, risk of bias, reporting quality and the quality of evidence were independently assessed by 2 reviewers who used the A Measurement Tool to Assess Systematic Reviews 2 (AMSTAR 2), Risk of Bias in Systematic reviews (ROBIS), the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and Grades of Recommendations, Assessment, Development and Evaluation (GRADE). Primary outcomes were fall rate and the Berg Balance Scale score in older people and people with Parkinson disease. Secondary outcomes included these outcomes in stroke, osteoarthritis and heart failure. RESULTS A total of 14 relevant SRs were included: 13 were rated critically low quality and 1 was rated low quality by AMSTAR 2. By the ROBIS, all SRs were rated low risk in Phase 1 (assessing relevance) and Domain 1 of Phase 2 (study eligibility criteria). With regard to Domain 2, assessing the identification and selection of studies, 3 (21.4%) SRs were rated low risk. Eleven (71.4%) were rated low risk in Domain 3 (data collection and study appraisal), 11 (71.4%) were rated low risk in Domain 4 (synthesis and findings), and 9 (64.3%) were rated low risk in Phase 3 (risk of bias in the review). According to PRISMA, the reporting was relatively complete, but there were still some reporting flaws in the topic of protocol and registration (2/14, 14.3%), search strategy (5/14, 35.7%), risk of bias (6/14, 42.9%), additional analyses (6/14, 42.9%) and funding (4/14, 28.6%). Among the 14 SRs, Tai Chi had benefits for improving balance and reducing falls in older people and people with Parkinson disease; however, no definitive conclusions could be drawn for its effectiveness in stroke, osteoarthritis and heart failure. The level of evidence for fall rate was "moderate" to "high" for older people and "low" for those with Parkinson disease. The level of evidence of the Berg Balance Scale was "low" to "moderate" for older people and "low" for those with Parkinson disease. Among the downgraded factors, imprecision was the most common, followed by inconsistency and publication bias. CONCLUSIONS Tai Chi may be beneficial for improving balance and reducing falls in older people and those with Parkinson disease. Because of limitations and inconsistent conclusions, further rigorous, normative and comprehensive SRs are needed to provide robust evidence for definitive conclusions.
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Affiliation(s)
- Dongling Zhong
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Qiwei Xiao
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Xili Xiao
- Department of Ophthalmology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Yuxi Li
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Jing Ye
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Lina Xia
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Chi Zhang
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China
| | - Juan Li
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China.
| | - Hui Zheng
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China.
| | - Rongjiang Jin
- Chengdu University of Traditional Chinese Medicine, Chengdu, PR China.
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Sanghavi P, Pan S, Caudry D. Assessment of nursing home reporting of major injury falls for quality measurement on nursing home compare. Health Serv Res 2019; 55:201-210. [PMID: 31884706 PMCID: PMC7080404 DOI: 10.1111/1475-6773.13247] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To assess the accuracy of nursing home self-report of major injury falls on the Minimum Data Set (MDS). DATA SOURCES MDS assessments and Medicare claims, 2011-2015. STUDY DESIGN/METHODS We linked inpatient claims for major injury falls with MDS assessments. The proportion of claims-identified falls reported for each fall-related MDS item was calculated. Using multilevel modeling, we assessed patient and nursing home characteristics that may be predictive of poor reporting. We created a claims-based major injury fall rate for each nursing home and estimated its correlation with Nursing Home Compare (NHC) measures. PRINCIPAL FINDINGS We identified 150,828 major injury falls in claims that occurred during nursing home residency. For the MDS item used by NHC, only 57.5 percent were reported. Reporting was higher for long-stay (62.9 percent) than short-stay (47.2 percent), and for white (59.0 percent) than nonwhite residents (46.4 percent). Adjusting for facility-level race differences, reporting was lower for nonwhite people than white people; holding constant patient race, having larger proportions of nonwhite people in a nursing home was associated with lower reporting. The correlation between fall rates based on claims vs the MDS was 0.22. CONCLUSIONS The nursing home-reported data used for the NHC falls measure may be highly inaccurate.
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Affiliation(s)
- Prachi Sanghavi
- Department of Public Health Sciences, The University of Chicago Biological Sciences, Chicago, Illinois
| | - Shengyuan Pan
- Department of Public Health Sciences, The University of Chicago Biological Sciences, Chicago, Illinois
| | - Daryl Caudry
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
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29
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Using a Fall Prevention Checklist to Reduce Hospital Falls: Results of a Quality Improvement Project. Am J Nurs 2019; 119:43-49. [PMID: 30801319 DOI: 10.1097/01.naj.0000554037.76120.6a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
: Purpose: This quality improvement (QI) initiative aimed to promote patient safety by improving adherence to an existing hospita-approved fall prevention protocol. Specific aims of the initiative were to evaluate the impact of using a fall prevention checklist on (1) the implementation of a bundle of 14 specific interventions (the fall prevention protocol) and (2) the incidence of falls on participating units. METHODS A QI team conducted a 26-day fall prevention initiative. Data were collected on day and night shifts for 13 days each. We evaluated the effect of using a new 14-item checklist based on the existing hospitalapproved fall prevention protocol on the nursing staff's adherence to each intervention and on the incidence of falls on the test unit. Oncoming staff used the checklist during change-of-shift handoffs to determine whether all prevention interventions were in place before accepting care of the patient. The incidence of falls was tracked daily. RESULTS Thirty-seven nursing staff members (RNs and nursing assistants) participated in the pilot study and completed 90 fall prevention checklists. The most frequently missed intervention was setting the bed alarm, which was set incorrectly 19% of the time. There were no patient falls during the pilot study. CONCLUSION By evaluating staff use of the fall prevention checklist, the QI team identified frequently missed prevention interventions and areas for improvement in the hospital's fall prevention protocol. A more comprehensive test of the fall prevention checklist's impact on fall prevention is needed.
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30
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Emeny RT, Chang CH, Skinner J, O’Malley AJ, Smith J, Chakraborti G, Rosen CJ, Morden NE. Association of Receiving Multiple, Concurrent Fracture-Associated Drugs With Hip Fracture Risk. JAMA Netw Open 2019; 2:e1915348. [PMID: 31722031 PMCID: PMC6902800 DOI: 10.1001/jamanetworkopen.2019.15348] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
IMPORTANCE Many prescription drugs increase fracture risk, which raises concern for patients receiving 2 or more such drugs concurrently. Logic suggests that risk will increase with each additional drug, but the risk of taking multiple fracture-associated drugs (FADs) is unknown. OBJECTIVE To estimate hip fracture risk associated with concurrent exposure to multiple FADs. DESIGN, SETTING, AND PARTICIPANTS This cohort study used a 20% random sample of Medicare fee-for-service administrative data for age-eligible Medicare beneficiaries from 2004 to 2014. Sex-stratified Cox regression models estimated hip fracture risk associated with current receipt of 1, 2, or 3 or more of 21 FADs and, separately, risk associated with each FAD and 2-way FAD combination vs no FADs. Models included sociodemographic characteristics, comorbidities, and use of non-FAD medications. Analyses began in November 2018 and were completed April 2019. EXPOSURE Receipt of prescription FADs. MAIN OUTCOMES AND MEASURES Hip fracture hospitalization. RESULTS A total of 11.3 million person-years were observed, reflecting 2 646 255 individuals (mean [SD] age, 77.2 [7.3] years, 1 615 613 [61.1%] women, 2 136 585 [80.7%] white, and 219 579 [8.3%] black). Overall, 2 827 284 person-years (25.1%) involved receipt of 1 FAD; 1 322 296 (11.7%), 2 FADs; and 954 506 (8.5%), 3 or more FADs. In fully adjusted, sex-stratified models, an increase in hip fracture risk among women was associated with the receipt of 1, 2, or 3 or more FADs (1 FAD: hazard ratio [HR], 2.04; 95% CI, 1.99-2.11; P < .001; 2 FADs: HR, 2.86; 95% CI, 2.77-2.95; P < .001; ≥3 FADs: HR, 4.50; 95% CI, 4.36-4.65; P < .001). Relative risks for men were slightly higher (1 FAD: HR, 2.23; 95% CI, 2.11-2.36; P < .001; 2 FADs: HR, 3.40; 95% CI, 3.20-3.61; P < .001; ≥3 FADs: HR, 5.18; 95% CI, 4.87-5.52; P < .001). Among women, 2 individual FADs were associated with HRs greater than 3.00; 80 pairs of FADs exceeded this threshold. Common, risky pairs among women included sedative hypnotics plus opioids (HR, 4.90; 95% CI, 3.98-6.02; P < .001), serotonin reuptake inhibitors plus benzodiazepines (HR, 4.50; 95% CI, 3.76-5.38; P < .001), and proton pump inhibitors plus opioids (HR, 4.00; 95% CI, 3.56-4.49; P < .001). Receipt of 1, 2, or 3 or more non-FADs was associated with a small, significant reduction in fracture risk compared with receipt of no non-FADs among women (1 non-FAD: HR, 0.93; 95% CI, 0.90-0.96; P < .001; 2 non-FADs: HR, 0.84; 95% CI, 0.81-0.87; P < .001; ≥3 non-FADs: HR, 0.74; 95% CI, 0.72-0.77; P < .001). CONCLUSIONS AND RELEVANCE Among older adults, FADs are commonly used and commonly combined. In this cohort study, the addition of a second and third FAD was associated with a steep increase in fracture risk. Many risky pairs of FADs included potentially avoidable drugs (eg, sedatives and opioids). If confirmed, these findings suggest that fracture risk could be reduced through tighter adherence to long-established prescribing guidelines and recommendations.
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Affiliation(s)
- Rebecca T. Emeny
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - Chiang-Hua Chang
- Division of Geriatric and Palliative Medicine, Internal Medicine, Institute of Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Jonathan Skinner
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - A. James O’Malley
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - Jeremy Smith
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - Gouri Chakraborti
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
| | - Clifford J. Rosen
- Center for Clinical and Translational Research, Maine Medical Center Research Institute, Scarborough
| | - Nancy E. Morden
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire
- now with Microsoft Artificial Intelligence and Research, Healthcare NeXT, Redmond, Washington
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Li F, Harmer P, Eckstrom E, Fitzgerald K, Akers L, Chou LS, Pidgeon D, Voit J, Winters-Stone K. Cost-Effectiveness of a Therapeutic Tai Ji Quan Fall Prevention Intervention for Older Adults at High Risk of Falling. J Gerontol A Biol Sci Med Sci 2019; 74:1504-1510. [PMID: 30629121 PMCID: PMC6696718 DOI: 10.1093/gerona/glz008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Data on the cost-effectiveness of proven fall prevention exercise interventions are limited. We aimed to establish the cost-effectiveness of Tai Ji Quan: Moving for Better Balance (TJQMBB) compared with a conventional exercise intervention for older adults at high risk of falling. METHODS We conducted a trial-based cost-effectiveness analysis involving 670 older adults who had a history of falling or impaired mobility. Participants received one of three interventions-TJQMBB, multimodal exercise, or stretching exercise (control)-each of which was implemented twice weekly for 24 weeks. The primary cost-effectiveness measure was the incremental cost per additional fall prevented, comparing TJQMBB and multimodal exercise to Stretching and TJQMBB to multimodal exercise, with a secondary measure of incremental cost per additional quality-adjusted life-year (QALY) gained. The intervention was conducted between February 2015 and January 2018, and cost-effectiveness was estimated from a health care system perspective over a 6-month time horizon. RESULTS The total cost to deliver the TJQMBB intervention was $202,949 (an average of $906 per participant); for multimodal exercise, it was $223,849 ($1,004 per participant); and for Stretching, it was $210,468 ($903 per participant). Incremental cost-effectiveness ratios showed that the multimodal exercise was cost-effective ($850 per additional fall prevented; $27,614 per additional QALY gained) relative to Stretching; however, TJQMBB was the most economically dominant strategy (ie, having lower cost and being clinically more efficacious) compared with multimodal and stretching exercises with regard to cost per additional fall prevented and per additional QALY gained. TJQMBB had a 100% probability of being cost-effective, relative to Stretching, at a threshold of $500 per each additional fall prevented and $10,000 per additional QALY gained. Sensitivity analyses showed the robustness of the results when extreme cases, medical costs only, and missing data were considered. CONCLUSIONS Among community-dwelling older adults at high risk for falls, TJQMBB is a cost-effective means of reducing falls compared with conventional exercise approaches. TRIAL REGISTRATION Clinicaltrials.gov (NCT02287740).
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Affiliation(s)
| | - Peter Harmer
- Department of Exercise and Health Science, Willamette University, Salem, Oregon
| | - Elizabeth Eckstrom
- Division of General Internal Medicine & Geriatrics, Oregon Health and Science University, Portland
| | | | | | - Li-Shan Chou
- Department of Human Physiology, University of Oregon, Eugene
| | - Dawna Pidgeon
- Department of Rehabilitation, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Jan Voit
- Voit Better Balance, Mercer Island, Washington
| | - Kerri Winters-Stone
- Knight Cancer Institute and School of Nursing, Oregon Health and Science University, Portland
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Zhao Y(L, Alderden J, Lind B, Stibrany J. Risk factors for falls in homebound community‐dwelling older adults. Public Health Nurs 2019; 36:772-778. [DOI: 10.1111/phn.12651] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/22/2019] [Accepted: 07/25/2019] [Indexed: 11/30/2022]
Affiliation(s)
| | - Jenny Alderden
- The University of Utah College of Nursing Salt Lake City Utah
| | - Bonnie Lind
- School of Public Health and Department of Emergency Medicine Oregon Health & Science University Portland Oregon
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Min L, Tinetti M, Langa KM, Ha J, Alexander N, Hoffman G. Measurement of Fall Injury With Health Care System Data and Assessment of Inclusiveness and Validity of Measurement Models. JAMA Netw Open 2019; 2:e199679. [PMID: 31433480 PMCID: PMC6707014 DOI: 10.1001/jamanetworkopen.2019.9679] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
IMPORTANCE National injury surveillance systems use administrative data to collect information about severe fall-related trauma and mortality. Measuring milder injuries in ambulatory clinics would improve comprehensive outcomes measurement across the care spectrum. OBJECTIVES To assess a flexible set of administrative data-only algorithms for health systems to capture a greater breadth of injuries than traditional fall injury surveillance algorithms and to quantify the algorithm inclusiveness and validity associated with expanding to milder injuries. DESIGN, SETTING, AND PARTICIPANTS In this longitudinal diagnostic study of 13 939 older adults (≥65 years) in the nationally representative Health and Retirement Study, a survey was conducted every 2 years and was linked to hospital, emergency department, postacute skilled nursing home, and outpatient Medicare claims (2000-2012). During each 2-year observation period, participants were considered to have sustained a fall-related injury (FRI) based on a composite reference standard of having either an external cause of injury (E-code) or confirmation by the Health and Retirement Study patient interview. A framework involving 3 algorithms with International Classification of Diseases, Ninth Revision codes that extend FRI identification with administrative data beyond the use of fall-related E-codes was developed: an acute care algorithm (head and face or limb, neck, and trunk injury reported at the hospital or emergency department), a balanced algorithm (all acute care algorithm injuries plus severe nonemergency outpatient injuries), and an inclusive algorithm (almost all injuries). Data were collected from January 1, 1998, through December 31, 2012, and statistical analysis was performed from August 1, 2016, to March 1, 2019. MAIN OUTCOMES AND MEASURES Validity, measured as the proportion of potential FRI diagnoses confirmed by the reference standard, and inclusiveness, measured as the proportion of reference-standard FRIs captured by the potential FRI diagnoses. RESULTS Of 13 939 participants, 1672 (42.4%) were male, with a mean (SD) age of 77.56 (7.63) years. Among 50 310 observation periods, 9270 potential FRI diagnoses (18.4%) were identified; these were tested against 8621 reference-standard FRIs (17.1%). Compared with the commonly used method of E-coded-only FRIs (2-year incidence, 8.8% [95% CI, 8.6%-9.1%]; inclusion of 51.5% [95% CI, 50.4%-52.5%] of the reference-standard FRIs), FRI inclusion was increased with use of the study framework of algorithms. With the acute care algorithm (2-year incidence, 12.6% [95% CI, 12.4%-12.9%]), validity was prioritized (88.6% [95% CI, 87.4%-89.8%]) over inclusiveness (62.1% [95% CI, 61.1%-63.1%]). The balanced algorithm showed a 2-year incidence of 14.6% (95% CI, 14.3%-14.9%), inclusion of 65.3% (95% CI, 64.3%-66.3%), and validity of 83.2% (95% CI, 81.9%-84.6%). With the inclusive algorithm, the number of potential FRIs increased compared with the E-code-only method (2-year incidence, 17.4% [95% CI, 17.1%-17.8%]; inclusion, 68.4% [95% CI, 67.4%-69.3%]; validity, 75.2% [95% CI, 73.7%-76.6%]). CONCLUSIONS AND RELEVANCE The findings suggest that use of algorithms with International Classification of Diseases, Ninth Revision codes may increase inclusion of FRIs by health care systems compared with E-codes and that these algorithms may be used by health systems to evaluate interventions and quality improvement efforts.
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Affiliation(s)
- Lillian Min
- Institute for Healthcare Policy and Innovation, Ann Arbor, Michigan
- Geriatric Research Education Clinical Center, Virginia Ann Arbor Healthcare System, Ann Arbor, Michigan
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Mary Tinetti
- Section of Internal Medicine, Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Kenneth M. Langa
- Institute for Healthcare Policy and Innovation, Ann Arbor, Michigan
- Geriatric Research Education Clinical Center, Virginia Ann Arbor Healthcare System, Ann Arbor, Michigan
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
- Institute for Social Research, University of Michigan, Ann Arbor
| | - Jinkyung Ha
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Neil Alexander
- Geriatric Research Education Clinical Center, Virginia Ann Arbor Healthcare System, Ann Arbor, Michigan
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
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Campanini MZ, Mesas AE, Carnicero-Carreño JA, Rodríguez-Artalejo F, Lopez-Garcia E. Duration and Quality of Sleep and Risk of Physical Function Impairment and Disability in Older Adults: Results from the ENRICA and ELSA Cohorts. Aging Dis 2019; 10:557-569. [PMID: 31165000 PMCID: PMC6538215 DOI: 10.14336/ad.2018.0611] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2018] [Accepted: 06/11/2018] [Indexed: 12/24/2022] Open
Abstract
Sleep duration and quality have been associated with poor physical function, but both the temporality of the association and the independence of sleep duration and quality are unclear. We examined the prospective association of sleep duration and quality with physical function impairment and disability in older adults. Data were taken from participants in the Seniors-ENRICA (2012-2015, n= 1,773) and in the ELSA cohort (waves 4 and 6, n=4,885) aged ≥60 years. Sleep duration and quality were self-reported. Physical function impairment and disability was obtained either from self-reports (ENRICA and ELSA) or from performance assessment (ENRICA). Logistic regression models were adjusted for potential confounders. After a follow-up of 2.0-2.8 years, no association was found between changes in sleep duration and physical function impairment or disability. However, in both studies, poor general sleep quality was linked to higher risk of impaired agility [OR: 1.93 (95% CI: 1.30-2.86) in Seniors-ENRICA and 1.65 (1.24-2.18) in ELSA study] and mobility [1.46 (0.98-2.17) in Seniors-ENRICA and 1.59 (1.18-2.15) in ELSA study]. Poor general sleep quality was also associated with decreased physical component summary (PCS) [1.39 (1.05-1.83)], disability in instrumental activities of daily living [1.59 (0.97-2.59)] and in basic activities of daily living [1.73 (1.14-2.64)] in Seniors-ENRICA. In addition, compared to those with no sleep complaints, participants with 2 or more sleep complaints had greater risk of impaired agility, impaired mobility, decreased PCS and impaired lower extremity function in both cohorts. Poor sleep quality was associated with higher risk of physical impairment and disability in older adults from Spain and from England.
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Affiliation(s)
- Marcela Z. Campanini
- Department of Public Health, Universidade Estadual de Londrina, Londrina, Brazil.
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/IdiPaz, Spain.
| | - Arthur E. Mesas
- Department of Public Health, Universidade Estadual de Londrina, Londrina, Brazil.
| | | | - Fernando Rodríguez-Artalejo
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/IdiPaz, Spain.
- CIBER of Epidemiology and Public Health, Madrid, Spain.
- IMDEA-Food Institute. CEI UAM+CSIC, Madrid, Spain.
| | - Esther Lopez-Garcia
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/IdiPaz, Spain.
- Foundation for Biomedical Research, Getafe University Hospital, Getafe, Spain.
- IMDEA-Food Institute. CEI UAM+CSIC, Madrid, Spain.
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Shuman CJ, Montie M, Hoffman GJ, Powers KE, Doettl S, Anderson CA, Titler MG. Older Adults' Perceptions of Their Fall Risk and Prevention Strategies After Transitioning from Hospital to Home. J Gerontol Nurs 2019; 45:23-30. [PMID: 30653234 DOI: 10.3928/00989134-20190102-04] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 10/22/2018] [Indexed: 11/20/2022]
Abstract
Falls are common adverse events following hospital discharge. However, prevention programs are not tailored for older patients transitioning home. To inform development of transitional fall prevention programs, nine older adults designated as being at risk of falls during hospitalization who were recently discharged home were asked about their perceptions of fall risk and prevention, as well as their knowledge and opinion of materials from the Centers for Disease Control and Prevention Stopping Elderly Accidents, Deaths & Injuries Initiative. Using the constant comparative method, five themes were identified: Sedentary Behaviors and Limited Functioning; Prioritization of Social Involvement; Low Perceived Fall Risk and Attribution of Risk to External Factors; Avoidance and Caution as Fall Prevention; and Limited Falls Prevention Information During Transition from Hospital to Home. Limited awareness of and engagement in effective fall prevention may heighten recently discharged older adults' risks for falls. Prevention programs tailored to the post-discharge period may engage patients in fall prevention, promote well-being and independence, and link hospital and community efforts. [Journal of Gerontological Nursing, 45(1), 23-30.].
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Hoffman GJ, Liu H, Alexander NB, Tinetti M, Braun TM, Min LC. Posthospital Fall Injuries and 30-Day Readmissions in Adults 65 Years and Older. JAMA Netw Open 2019; 2:e194276. [PMID: 31125100 PMCID: PMC6632136 DOI: 10.1001/jamanetworkopen.2019.4276] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
IMPORTANCE Falls are common among older adults, particularly those with previous falls and cognitive impairment and in the postdischarge period. Hospitals have financial incentives to reduce both inpatient falls and hospital readmissions, yet little is known about whether fall-related injuries (FRIs) are common diagnoses for 30-day hospital readmissions. OBJECTIVE To compare fall-related readmissions with other leading rehospitalization diagnoses, including for patients at greatest risk of readmission. DESIGN, SETTING, AND PARTICIPANTS Retrospective cohort study of the Hospital Cost and Utilization Project's Nationwide Readmissions Database of nationally representative US hospital discharges among Medicare beneficiaries aged 65 years and older from January 1, 2013, to November 30, 2014. The prevalence and ranking of FRIs compared with other diagnostic factors for 30-day unplanned hospital-wide readmissions were determined, overall and for 2 acute geriatric cohorts, classified by fall injury or cognitive impairment diagnoses observed at the index admission. Analyses were also stratified by patient discharge disposition (home, home health care, skilled nursing facility). Analyses were conducted from February 1, 2018, to February 26, 2018. MAIN OUTCOMES AND MEASURES Unplanned hospital-wide readmission within 30 days of discharge. RESULTS From the database, 8 382 074 eligible index admissions were identified, including 746 397 (8.9%) in the FRI cohort and 1 367 759 (16.3%) in the cognitive impairment cohort. Among the entire 8 382 074-discharge cohort, mean (SD) age was 77.7 (7.8) years and 4 736 281 (56.5%) were female. Overall, 1 205 962 (14.4%) of index admissions resulted in readmission, with readmission rates of 12.9% for those with a previous fall and 16.0% for patients with cognitive impairment. Overall, FRIs ranked as the third-leading readmission diagnosis, accounting for 60 954 (5.1%) of all readmission diagnoses. Within the novel acute geriatric cohorts, FRIs were the second-leading diagnosis for readmission both for patients with an FRI at index admission (10.3% of all readmission diagnoses) and those with cognitive impairment (7.0% of all readmission diagnoses). For those with an FRI at index admission and discharged home or to home health care, FRIs were the leading readmission diagnosis. CONCLUSIONS AND RELEVANCE This study found that posthospital FRIs were a leading readmission diagnosis, particularly for patients originally admitted with a FRI or cognitive impairment. Targeting at-risk hospitalized older adults, particularly those discharged to home or home health care, is an underexplored, cost-effective mechanism with potential to reduce readmissions and improve patient care.
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Affiliation(s)
- Geoffrey J. Hoffman
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Haiyin Liu
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor
| | - Neil B. Alexander
- Geriatric Research Education and Clinical Care Center (GRECC), VA Medical Center, Ann Arbor, Michigan
- Division of Geriatric and Palliative Medicine, Department of Medicine, University of Michigan, Ann Arbor
| | - Mary Tinetti
- Division of Geriatrics, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- School of Public Health, Yale University, New Haven, Connecticut
| | - Thomas M. Braun
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor
| | - Lillian C. Min
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of Geriatric and Palliative Medicine, Department of Medicine, University of Michigan, Ann Arbor
- Veterans Affairs Center for Clinical Management and Research (CCMR), VA Medical Center, Ann Arbor, Michigan
- Institute for Social Research, University of Michigan, Ann Arbor
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Hoffman GJ, Shuman CJ, Montie M, Anderson CA, Titler MG. Caregivers' views of older adult fall risk and prevention during hospital-to-home transitions. Appl Nurs Res 2019; 47:10-15. [PMID: 31113538 DOI: 10.1016/j.apnr.2019.03.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 02/15/2019] [Accepted: 03/24/2019] [Indexed: 10/27/2022]
Affiliation(s)
- Geoffrey J Hoffman
- University of Michigan School of Nursing, 400 N. Ingalls, Room 4352, Ann Arbor, MI 48109-5482, United States of America.
| | - Clayton J Shuman
- University of Michigan School of Nursing, United States of America
| | - Mary Montie
- Detroit Medical Center, United States of America
| | | | - Marita G Titler
- University of Michigan School of Nursing, United States of America
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Pati S, Dwivedi R, Athe R, Dey PK, Swain S. Minimum data set (MDS) based trauma registry, is the data adequate? An evidence-based study from Odisha, India. J Family Med Prim Care 2019; 8:7-13. [PMID: 30911474 PMCID: PMC6396589 DOI: 10.4103/jfmpc.jfmpc_307_18] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND In majority of the low- and middle-income countries (LMICs), the societal cost of injuries are alarming. The severity and magnitude of the road traffic injuries (RTI) in India are not estimated accurately due to the lack of availability of data. The data are limited on the aspects such as demographics, cause, severity of injury, processes of care, and the final outcome of injuries. This study aimed to determine the feasibility of setting up a sustainable trauma registry in Odisha, India, and to determine the demographics, mechanism, severity, and outcomes of injury reported to the facilities/hospital. MATERIALS AND METHODS A prospective observational study was conducted at Srirama Chandra Bhanja Medical College and Hospital (SCB-MCH), Cuttack, India. Injured patients who reported/admitted to the emergency department were observed, and data were collected by using a minimum data set (MDS) developed by the World Health Organization (WHO). Data were collected for a period of one month in June 2015. Observations were collected on 20 variables. The completeness of data collection ranged from 60% (19 variables) to 70% (23 variables) out of total 33 variables. RESULTS This study uses 145 cases of injury reported in SCB-MCH. Out of the total reported population at the trauma registry, about 21% were females. Nearly 45% of the injury occurred on road/street. RTI accounted for 36.6% of injury. Out of the total admitted cases, 2.8% died in the emergency department, 11% were discharged to home, and 7.6% left against medical advice. Majority of the respondents have reported single injuries (77%). Head injuries were more common and severe among majority of the reported cases (44.1%), followed by neck injury (28.3%) and chest (15.9%). CONCLUSIONS This study indicates the challenges in obtaining complete data on injury. Data were missing in terms of admission, discharge, and Glasgow Comma Scale (GCS) among the studied population. This study suggests that individual GCS scoring should be done instead of total GCS scoring in each trauma patient. By collection and storage of adequate data, better policy decisions can be implemented, which will minimize and prevent trauma cases and maximize the utilization of the available resources.
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Affiliation(s)
- Sanghamitra Pati
- Health Technology Assessment (HTAIn), ICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India
| | - Rinshu Dwivedi
- Health Technology Assessment (HTAIn), ICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India
| | - Ramesh Athe
- Health Technology Assessment (HTAIn), ICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India
| | - Pramod Kumar Dey
- Department of Health and Family Welfare, Government of Odisha, Bhubaneswar, Odisha, India
| | - Subhashisa Swain
- Indian Institute of Public Health (IIPH), Bhubaneswar, Odisha, India
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Zhao Y(L, Alderden J, Lind BK, Kim H. A Comprehensive Assessment of Risk Factors for Falls in Community-Dwelling Older Adults. J Gerontol Nurs 2018; 44:40-48. [DOI: 10.3928/00989134-20180913-04] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2018] [Accepted: 07/23/2018] [Indexed: 11/20/2022]
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Li F, Harmer P, Fitzgerald K, Eckstrom E, Akers L, Chou LS, Pidgeon D, Voit J, Winters-Stone K. Effectiveness of a Therapeutic Tai Ji Quan Intervention vs a Multimodal Exercise Intervention to Prevent Falls Among Older Adults at High Risk of Falling: A Randomized Clinical Trial. JAMA Intern Med 2018; 178:1301-1310. [PMID: 30208396 PMCID: PMC6233748 DOI: 10.1001/jamainternmed.2018.3915] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
IMPORTANCE Falls in older adults are a serious public health problem associated with irreversible health consequences and responsible for a substantial economic burden on health care systems. However, identifying optimal choices from among evidence-based fall prevention interventions is challenging as few comparative data for effectiveness are available. OBJECTIVE To determine the effectiveness of a therapeutically tailored tai ji quan intervention, Tai Ji Quan: Moving for Better Balance (TJQMBB), developed on the classic concept of tai ji (also known as tai chi), and a multimodal exercise (MME) program relative to stretching exercise in reducing falls among older adults at high risk of falling. DESIGN, SETTING, AND PARTICIPANTS A single-blind, 3-arm, parallel design, randomized clinical trial (February 20, 2015, to January 30, 2018), in 7 urban and suburban cities in Oregon. From 1147 community-dwelling adults 70 years or older screened for eligibility, 670 who had fallen in the preceding year or had impaired mobility consented and were enrolled. All analyses used intention-to-treat assignment. INTERVENTIONS One of 3 exercise interventions: two 60-minute classes weekly for 24 weeks of TJQMBB, entailing modified forms and therapeutic movement exercises; MME, integrating balance, aerobics, strength, and flexibility activities; or stretching exercises. MAIN OUTCOMES AND MEASURES The primary measure at 6 months was incidence of falls. RESULTS Among 670 participants randomized, mean (SD) age was 77.7 (5.6) years, 436 (65%) were women, 617 (92.1%) were white, 31 (4.6%) were African American. During the trial, there were 152 falls (85 individuals) in the TJQMBB group, 218 (112 individuals) in the MME group, and 363 (127 individuals) in the stretching exercise group. At 6 months, the incidence rate ratio (IRR) was significantly lower in the TJQMBB (IRR, 0.42; 95% CI, 0.31-0.56; P < .001) and MME groups (IRR, 0.60; 95% CI, 0.45-0.80; P = .001) compared with the stretching group. Falls were reduced by 31% for the TJQMBB group compared with the MME group (IRR, 0.69; 95% CI, 0.52-0.94; P = .01). CONCLUSIONS AND RELEVANCE Among community-dwelling older adults at high risk for falls, a therapeutically tailored tai ji quan balance training intervention was more effective than conventional exercise approaches for reducing the incidence of falls. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT02287740.
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Affiliation(s)
- Fuzhong Li
- Oregon Research Institute, Eugene.,School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Peter Harmer
- Department of Exercise and Health Science, Willamette University, Salem, Oregon
| | | | - Elizabeth Eckstrom
- Division of General Internal Medicine and Geriatrics, Oregon Health & Science University, Portland
| | | | - Li-Shan Chou
- Department of Human Physiology, University of Oregon, Eugene
| | - Dawna Pidgeon
- Department of Rehabilitation, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Jan Voit
- Voit Better Balance, Mercer Island, Washington
| | - Kerri Winters-Stone
- Knight Cancer Institute and School of Nursing, Oregon Health & Science University, Portland
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Hoffman GJ, Ha J, Alexander NB, Langa KM, Tinetti M, Min LC. Underreporting of Fall Injuries of Older Adults: Implications for Wellness Visit Fall Risk Screening. J Am Geriatr Soc 2018; 66:1195-1200. [PMID: 29665016 PMCID: PMC6105546 DOI: 10.1111/jgs.15360] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To compare the accuracy of and factors affecting the accuracy of self-reported fall-related injuries (SFRIs) with those of administratively obtained FRIs (AFRIs). DESIGN Retrospective observational study SETTING: United States PARTICIPANTS: Fee-for-service Medicare beneficiaries aged 65 and older (N=47,215). MEASUREMENTS We used 24-month self-report recall data from 2000-2012 Health and Retirement Study data to identify SFRIs and linked inpatient, outpatient, and ambulatory Medicare data to identify AFRIs. Sensitivity and specificity were assessed, with AFRIs defined using the University of California at Los Angeles/RAND algorithm as the criterion standard. Logistic regression models were used to identify sociodemographic and health predictors of sensitivity. RESULTS Overall sensitivity and specificity were 28% and 92%. Sensitivity was greater for the oldest adults (38%), women (34%), those with more functional limitations (47%), and those with a prior fall (38%). In adjusted results, several participant factors (being female, being white, poor functional status, depression, prior falls) were modestly associated with better sensitivity and specificity. Injury severity (requiring hospital care) most substantively improved SFRI sensitivity (73%). CONCLUSION An overwhelming 72% of individuals who received Medicare-reimbursed health care for FRIs failed to report a fall injury when asked. Future efforts to address underreporting in primary care of nonwhite and healthier older adults are critical to improve preventive efforts. Redesigned questions-for example, that address stigma of attributing injury to falling-may improve sensitivity.
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Affiliation(s)
- Geoffrey J. Hoffman
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, MI
| | - Jinkyung Ha
- Department of Medicine, Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI
| | - Neil B. Alexander
- Department of Medicine, Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI
- Geriatric Research Education and Clinical Care Center (GRECC), VA Medical Center, Ann Arbor, MI
| | - Kenneth M. Langa
- Veterans Affairs Center for Clinical Management and Research (CCMR), VA Medical Center, Ann Arbor, MI
- Institute for Social Research, University of Michigan, Ann Arbor, MI
- Department of Medicine, Division of General Internal Medicine, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Mary Tinetti
- Department of Medicine (Geriatrics), Yale University, New Haven, CT
- School of Public Health, Yale University, New Haven, CT
| | - Lillian C. Min
- Department of Medicine, Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI
- Geriatric Research Education and Clinical Care Center (GRECC), VA Medical Center, Ann Arbor, MI
- Veterans Affairs Center for Clinical Management and Research (CCMR), VA Medical Center, Ann Arbor, MI
- Institute for Social Research, University of Michigan, Ann Arbor, MI
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Florence CS, Bergen G, Atherly A, Burns E, Stevens J, Drake C. Medical Costs of Fatal and Nonfatal Falls in Older Adults. J Am Geriatr Soc 2018; 66:693-698. [PMID: 29512120 PMCID: PMC6089380 DOI: 10.1111/jgs.15304] [Citation(s) in RCA: 723] [Impact Index Per Article: 120.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVES To estimate medical expenditures attributable to older adult falls using a methodology that can be updated annually to track these expenditures over time. DESIGN Population data from the National Vital Statistics System (NVSS) and cost estimates from the Web-based Injury Statistics Query and Reporting System (WISQARS) for fatal falls, quasi-experimental regression analysis of data from the Medicare Current Beneficiaries Survey (MCBS) for nonfatal falls. SETTING U.S. population aged 65 and older during 2015. PARTICIPANTS Fatal falls from the 2015 NVSS (N=28,486); respondents to the 2011 MCBS (N=3,460). MEASUREMENTS Total spending attributable to older adult falls in the United States in 2015, in dollars. RESULTS In 2015, the estimated medical costs attributable to fatal and nonfatal falls was approximately $50.0 billion. For nonfatal falls, Medicare paid approximately $28.9 billion, Medicaid $8.7 billion, and private and other payers $12.0 billion. Overall medical spending for fatal falls was estimated to be $754 million. CONCLUSION Older adult falls result in substantial medical costs. Measuring medical costs attributable to falls will provide vital information about the magnitude of the problem and the potential financial effect of effective prevention strategies.
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Affiliation(s)
- Curtis S. Florence
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control Atlanta, GA
| | - Gwen Bergen
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control Atlanta, GA
| | - Adam Atherly
- University of Colorado Denver - Anschutz Medical Campus, Denver, CO
| | - Elizabeth Burns
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control Atlanta, GA
| | - Judy Stevens
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control Atlanta, GA
| | - Cynthia Drake
- University of Colorado Denver - Anschutz Medical Campus, Denver, CO
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Leat SJ, Zecevic AA, Keeling A, Hileeto D, Labreche T, Brymer C. Prevalence of vision loss among hospital in-patients; a risk factor for falls? Ophthalmic Physiol Opt 2018; 38:106-114. [PMID: 29265472 DOI: 10.1111/opo.12428] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Accepted: 10/29/2017] [Indexed: 11/30/2022]
Abstract
PURPOSE Despite poor vision being a risk factor for falls, current hospital policies and practices often do not include a vision assessment at patient admission or in the hospital's incident reporting system when a fall occurs. Our purpose was to document the prevalence of vision loss in hospital general medicine units to increase awareness of poor vision as a potential risk factor for falls that occur within the hospital, and inform future preventative practice. METHODS This cross-sectional study took place in medicine units of an acute care hospital. Participants were adult in-patients. Visual acuity (VA), contrast sensitivity and stereoacuity were measured, and patients were screened for field loss, extinction and neglect. RESULTS 115 participants took part (average age 67 ± 17, 48% female). Overall, 89% had a visual impairment defined as being outside the age-norms for one or more vision measure, 62% had low vision, and 36% had vision loss equivalent to legal blindness [VA equal to or poorer than 1.0 logMAR (6/60, 20/200) or ≥10x below age-norms]. There was a considerable discrepancy between the prevalence of low vision and the percentage of patients who reported an ocular diagnosis that would result in visual loss (30%). Ten patients fell during the study period, and of these 100% had visual impairment, 90% had low vision and 60% had vision loss equivalent to legal blindness, which compares to 58%, 22% and 9% for non-fallers. Similar high prevalences were found in those whose reason for admission to the hospital was a fall (92%, 63% and 33% respectively). CONCLUSIONS Vision loss has a high prevalence among patients in hospital medicine units, and is higher still among those who fall. Since vision loss may be a contributing factor to falls that occur in hospitals, implementing an assessment of vision at hospital admission would be useful to alert staff to those patients who are at risk for falls due to poor vision, so that preventative measures can be applied.
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Affiliation(s)
- Susan J Leat
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Canada
| | | | - Alexis Keeling
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Canada
| | - Denise Hileeto
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Canada
| | - Tammy Labreche
- School of Optometry and Vision Science, University of Waterloo, Waterloo, Canada
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