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Fulbrook P, Miles SJ, Jordan F, Hazelwood S, Lee HYD. Screening and assessment of falls risk in the emergency department. Australas Emerg Care 2025:S2588-994X(25)00017-X. [PMID: 40090812 DOI: 10.1016/j.auec.2025.03.003] [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: 11/12/2024] [Revised: 02/03/2025] [Accepted: 03/09/2025] [Indexed: 03/18/2025]
Abstract
BACKGROUND Falls are a source of harm, repeat emergency department visits and hospital admission for older adults. Undertaking a comprehensive geriatric screening including falls-risk is recommended in guidelines for optimal older adult emergency department care. METHODS A pragmatic prospective cohort study was undertaken to evaluate use of further falls-risk screening in older adults in a large tertiary Australian hospital emergency department. Primary outcome measures of interest were length of stay; discharge destination; 30-day and 90-day re-presentations. RESULTS Of 651 eligible cases, 320 were randomly recruited for further screening following consent. The implementation cohort spent an average 45 m longer in the emergency department with a greater proportion admitted to the short stay unit, staying there longer than a comparison cohort. There were significantly fewer 30-day fall-related representations (2.9 %) in the implementation cohort. CONCLUSIONS Despite a small reduction in emergency department re-presentation within 30 days in the implementation cohort, hospital admission was not reduced. Further research is needed to examine any cost-benefit ratio of additional falls-risk screening and intervention in emergency departments.
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Affiliation(s)
- Paul Fulbrook
- School of Nursing, Midwifery and Paramedicine, Faculty of Health Sciences, Australian Catholic University, 1100 Nudgee Road, Banyo, QLD 4014, Australia; Nursing Research and Practice Development Centre, The Prince Charles Hospital, Rode Rd, Chermside, Queensland 4032, Australia; Faculty of Health Sciences, University of Witwatersrand, 1 Jan Smuts Ave, Braamfontein, Johannesburg 2017, South Africa.
| | - Sandra J Miles
- School of Nursing, Midwifery and Paramedicine, Faculty of Health Sciences, Australian Catholic University, 1100 Nudgee Road, Banyo, QLD 4014, Australia; Nursing Research and Practice Development Centre, The Prince Charles Hospital, Rode Rd, Chermside, Queensland 4032, Australia.
| | - Faye Jordan
- Emergency Department, The Prince Charles Hospital, Rode Rd, Chermside, Queensland 4032, Australia.
| | - Sarah Hazelwood
- Emergency Department, The Prince Charles Hospital, Rode Rd, Chermside, Queensland 4032, Australia.
| | - Hwee Yong Debbie Lee
- Emergency Department, The Prince Charles Hospital, Rode Rd, Chermside, Queensland 4032, Australia.
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2
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Espejo T, Terhalle L, Malinovska A, Riedel HB, Arntz L, Hafner L, Delport-Lehnen K, Zuppinger J, Geigy N, Leuppi J, Somasundaram R, Bingisser R, Nickel CH. Diagnostic and prognostic value of cardiac troponins in emergency department patients presenting after a fall: A prospective, multicenter study. Acad Emerg Med 2024; 31:860-869. [PMID: 38532263 DOI: 10.1111/acem.14897] [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: 10/26/2023] [Revised: 01/04/2024] [Accepted: 01/23/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND Emergency department (ED) presentations after a ground-level fall (GLF) are common. Falls were suggested to be another possible presenting feature of a myocardial infarction (MI), as unrecognized MIs are common in older adults. Elevated high-sensitivity cardiac troponin (hs-cTn) concentrations could help determine the etiology of a GLF in ED. We investigated the prevalence of both MI and elevated high-sensitivity cardiac troponin T (hs-cTnT) and I (hs-cTnI), as well as the diagnostic accuracy of hs-cTnT and hs-cTnI regarding MI, and their prognostic value in older ED patients presenting after a GLF. METHODS This was a prospective, international, multicenter, cohort study with a follow-up of up to 1 year. Patients aged 65 years or older presenting to the ED after a GLF were prospectively enrolled. Two outcome assessors independently reviewed all discharge records to ascertain final gold standard diagnoses. Hs-cTnT and hs-cTnI levels were determined from thawed samples for every patient. RESULTS In total, 558 patients were included. Median (IQR) age was 83 (77-89) years, and 67.7% were female. Elevated hs-cTnT levels were found in 384 (68.8%) patients, and elevated hs-cTnI levels in 86 (15.4%) patients. Three patients (0.5%) were ascertained the gold standard diagnosis MI. Within 30 days, 18 (3.2%) patients had died. Nonsurvivors had higher hs-cTnT and hs-cTnI levels compared with survivors (hs-cTnT 40 [23-85] ng/L in nonsurvivors and 20 [13-33] ng/L in survivors; hs-cTnI 25 [14-54] ng/L in nonsurvivors and 8 [4-16] ng/L in survivors; p < 0.001 for both). CONCLUSIONS A majority of patients (n = 364, 68.8%) presenting to the ED after a fall had elevated hs-cTnT levels and 86 (15.4%) elevated hs-cTnI levels. However, the incidence of MI in these patients was low (n = 3, 0.5%). Our data do not support the opinion that falls may be a common presenting feature of MI. We discourage routine troponin testing in this population. However, hs-cTnT and hs-cTnI were both found to have prognostic properties for mortality prediction up to 1 year.
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Affiliation(s)
- Tanguy Espejo
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Lukas Terhalle
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Alexandra Malinovska
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Henk B Riedel
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Laura Arntz
- Department of Emergency Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Livia Hafner
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | | | - Joanna Zuppinger
- Emergency Department, Cantonal Hospital Baselland, Liestal, Switzerland
| | - Nicolas Geigy
- Emergency Department, Cantonal Hospital Baselland, Liestal, Switzerland
| | - Jörg Leuppi
- Medical Faculty University of Basel and Cantonal Hospital Baselland, Liestal, Switzerland
| | - Rajan Somasundaram
- Department of Emergency Medicine, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Roland Bingisser
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Christian H Nickel
- Emergency Department, University Hospital Basel, University of Basel, Basel, Switzerland
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3
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Blandin M, Gallet M, Volteau C, Le Conte P, Rulleau T, Le Sant G. Effects of the delivery of physiotherapy on the treatment course of elderly fallers presenting to the emergency department: Protocol for a randomized clinical trial. PLoS One 2024; 19:e0303362. [PMID: 38718002 PMCID: PMC11078381 DOI: 10.1371/journal.pone.0303362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 04/23/2024] [Indexed: 05/12/2024] Open
Abstract
The use of physiotherapy (PT) in the hospital emergency department (ED) has shown positive results including improvements in patient waiting time, treatment initiation, discharge type, patient outcomes, safety and acceptability of the intervention by medical staffs. These findings originate from studies that primarily focus on musculoskeletal and orthopaedic conditions. Despite a significant number of people visiting the ED, there is a shortage of literature evaluating PT in the ED for elderly populations. The objective of this study is the evaluate the effect of delivering PT in the ED (versus no delivery) in patients aged 75 and over with 'falls' complaints. The main objective is the evaluate the effect on the discharge disposition (discharge home, hospitalization). Secondarily, we will evaluate the effect delivering PT on patient-length of stay, the number of falls at 7 days after admission to the ED, changes between the initial and final medical decision regarding patient orientation, and medical staff satisfaction. This study will follow a prospective longitudinal design involving participants aged 75 years and over. We plan to recruit a total n = 336 patients admitted to the ED with a 'fall' chief complaint. After consent, participants will be randomized into either the 'PT-group' (receiving a prescription and execution of PT within the ED), or to the 'no-PT group' (no delivery of PT within the ED). The PT intervention will involve a standardized assessment of motor capacities using validated clinical examinations, and the delivery of rehabilitative exercises based on individual needs. Outcomes will be recorded from the patient's medical record, and a phone call at 7 days. A questionnaire will be sent to medical staff. The results of this study will help to determine whether PT might be beneficial for the management of this increasing proportion of individuals who come to the ED. Trial registration: (Trial registration number: ClinicalTrials.gov NCT05753319). https://classic.clinicaltrials.gov/ct2/show/NCT05753319.
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Affiliation(s)
- Marie Blandin
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
| | - Marie Gallet
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
| | - Christelle Volteau
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
| | - Philippe Le Conte
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
| | - Thomas Rulleau
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
| | - Guillaume Le Sant
- Nantes Université, CHU Nantes, Movement – Interactions - Performance, MIP, UR 4334, Nantes, France
- IFM3R, School of Physiotherapy, St-Sebastien-sur-Loire, France
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4
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Hamilton MP, Bellolio F, Jeffery MM, Bower SM, Palmer AK, Tung EE, Mullan AF, Carpenter CR, Oliveira J E Silva L. Risk of falls is associated with 30-day mortality among older adults in the emergency department. Am J Emerg Med 2024; 79:122-126. [PMID: 38422753 PMCID: PMC11016374 DOI: 10.1016/j.ajem.2024.02.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/06/2024] [Accepted: 02/13/2024] [Indexed: 03/02/2024] Open
Abstract
OBJECTIVE Falls in older adults correlate with heightened morbidity and mortality. Assessing fall risk in the emergency department (ED) not only aids in identifying candidates for prevention interventions but may also offer insights into overall mortality risk. We sought to examine the link between fall risk and 30-day mortality in older ED adults. METHODS Observational cohort study of adults aged ≥ 75years who presented to an academic ED and who were assessed for fall risk using the Memorial Emergency Department Fall Risk Assessment Tool (MEDFRAT), a validated, ED-specific screening tool. The fall risk was classified as low (0-2 points), moderate (3-4 points), or high (≥5) risk. The primary outcome was 30-day mortality. Hazard ratios (HR) with 95% confidence intervals (CIs) were calculated. RESULTS A total of 941 patients whose fall risk was assessed in the ED were included in the study. Median age was 83.7 years; 45.6% were male, 75.6% lived in private residences, and 62.7% were admitted. Mortality at 30 days among the high fall risk group was four times that of the low fall risk group (11.8% vs 3.1%; HR 4.00, 95% CI 2.18 to 7.34, p < 0.001). Moderate fall risk individuals had nearly double the mortality rate of the low-risk group (6.0% vs 3.1%), but the difference was not statistically significant (HR 1.98, 95% CI 0.91 to 4.32, p = 0.087). CONCLUSION ED fall risk assessments are linked to 30-day mortality. Screening may facilitate the stratification of older adults at risk for health deterioration.
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Affiliation(s)
| | - Fernanda Bellolio
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Division of Community Internal Medicine, Geriatric Medicine and Palliative Care, Section of Senior Services and Geriatric Medicine, Mayo Clinic, Rochester, MN, USA; Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA.
| | - Molly M Jeffery
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, USA
| | - Susan M Bower
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Nursing, Mayo Clinic, Rochester, MN, USA
| | - Allyson K Palmer
- Department of Medicine, Division of Community Internal Medicine, Geriatric Medicine and Palliative Care, Section of Senior Services and Geriatric Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Division of Hospital Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Ericka E Tung
- Department of Medicine, Division of Community Internal Medicine, Geriatric Medicine and Palliative Care, Section of Senior Services and Geriatric Medicine, Mayo Clinic, Rochester, MN, USA
| | - Aidan F Mullan
- Department of Quantitative Health Sciences, Division of Biostatistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Christopher R Carpenter
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Division of Community Internal Medicine, Geriatric Medicine and Palliative Care, Section of Senior Services and Geriatric Medicine, Mayo Clinic, Rochester, MN, USA
| | - Lucas Oliveira J E Silva
- Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA; Department of Emergency Medicine, Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
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Takada H, Yamashita K, Osawa L, Komiyama Y, Muraoka M, Suzuki Y, Sato M, Kobayashi S, Yoshida T, Takano S, Maekawa S, Enomoto N. Assessment of lower limb muscle strength can predict fall risk in patients with chronic liver disease. Sci Rep 2024; 14:64. [PMID: 38168920 PMCID: PMC10761732 DOI: 10.1038/s41598-023-50574-7] [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: 10/19/2023] [Accepted: 12/21/2023] [Indexed: 01/05/2024] Open
Abstract
Falls are caused by a combination of factors, including loss of lower limb muscle strength (LMS), and associated with declined performance status (PS). Age-related sarcopenia is generally associated with decreased muscle mass and strength of lower limb muscle but without a noticeable loss of those of upper limb or trunk muscle. However, no reports have focused on falls or LMS in chronic liver disease (CLD) patients. This study is the first to analyze the risk factors for falls in patients with CLD, focusing on LMS measurement using the Locomoscan. This study enrolled 315 CLD patients whose LMS was measured. The patients who experienced falls more than 1 year ago or during the observation period were classified as those who experienced falls. We found that risk factors for falls were PS1/2 and decreased LMS (< 0.32 N/kg). The group with sarcopenia had a higher frequency of decreased LMS (54 vs. 26%, p = 0.001) and falls (24 vs. 4.4%, p < 0.001) compared to the non-sarcopenia group. This study found that decreased LMS was an independent risk factor for falls. Assessment of LMS may be used as a better marker associated with the risk of falls in patients with CLD.
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Affiliation(s)
- Hitomi Takada
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan.
| | - Koji Yamashita
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Leona Osawa
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Yasuyuki Komiyama
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Masaru Muraoka
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Yuichiro Suzuki
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Mitsuaki Sato
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Shoji Kobayashi
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Takashi Yoshida
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Shinichi Takano
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Shinya Maekawa
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
| | - Nobuyuki Enomoto
- Gastroenterology and Hepatology Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, Shimokato 1110, Chuo, Yamanashi, 409-3898, Japan
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Llorens P, Guillén Bobe A, Gallardo Vizcaíno P, Ponte Márquez P, Llauger L, Cañete M, Ruescas E, Espinosa B. [Prognosis in elderly patients with falls treated in emergency departments: The EDEN-3 study]. J Healthc Qual Res 2024; 39:3-12. [PMID: 37914589 DOI: 10.1016/j.jhqr.2023.10.003] [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: 05/02/2023] [Revised: 07/09/2023] [Accepted: 10/04/2023] [Indexed: 11/03/2023]
Abstract
OBJECTIVE To investigate whether falls in people ≥65 years old are a prognostic factor for adverse events compared to the rest of older patients who consult emergency departments, and identify factors related to a worse long-term evolution. METHOD EDEN cohort that included patients ≥65 years old. Those patients who consulted for fall and the rest were distinguished. Twelve variables were collected. For comparison: two groups matched by fall propensity score. We compared mortality at one year and combined adverse event post-discharge at one year. In patients with falls, variables independently related to evolution were identified. RESULTS Two thousand seven hundred and forty-five patients treated for falls and 22,920 for other reasons. Mortality at one year was 14.4% (9.5% vs. 15.0%, respectively, P<.001) and the combined post-discharge adverse event at one year was 60.6% (52.2% vs. 61.7%, respectively, P<.001). In 4748 patients matched by fall propensity score (2372 in each group), the inverse association between consultation for fall and mortality (HR: 0.705, 95% CI: 0.5880.846) and post-discharge combined adverse event (0.758, 0.701-0.820) remained significant. Factors associated with mortality in patients with falls were ≥80 years (2.097, 1.521-2.891) and comorbidity (2.393, 1.574-3.636) while being female was a protective factor (0.758, 0.584-0.985). Between the factors associated with post-discharge combined adverse hospitalization in the index event was a protective factor (0.804, 0.685-0.943). CONCLUSIONS Patients over 65 years of age treated in the emergency room for falls have a better prognosis. Hospitalization was a protective factor of combined postdischarge adverse event.
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Affiliation(s)
- P Llorens
- Unidad de Estancia Corta y Hospitalización a Domicilio, Servicio de Urgencias, Hospital Doctor Balmis de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Universidad Miguel Hernández, Alicante, España; En representación de la red SIESTA
| | - A Guillén Bobe
- Servicio de Urgencias, Hospital Miguel Servet, Zaragoza, España; En representación de la red SIESTA
| | - P Gallardo Vizcaíno
- Servicio de Urgencias, Hospital del Mar, Barcelona, España; En representación de la red SIESTA
| | - P Ponte Márquez
- Servicio de Urgencias, Hospital Santa Creu y Sant Pau, Barcelona, España; En representación de la red SIESTA
| | - Ll Llauger
- Servicio de Urgencias, Hospital Universitario de Vic, Vic, Barcelona, España; En representación de la red SIESTA
| | - M Cañete
- Servicio de Urgencias, Hospital Nuestra Señora del Prado, Talavera de la Reina, Toledo, España; En representación de la red SIESTA
| | - E Ruescas
- Servicio de Urgencias, Hospital Universitario Vinalopó, Elche, Alicante, España; En representación de la red SIESTA
| | - B Espinosa
- Unidad de Estancia Corta y Hospitalización a Domicilio, Servicio de Urgencias, Hospital Doctor Balmis de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Universidad Miguel Hernández, Alicante, España; En representación de la red SIESTA.
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7
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Vu HM, Vu LG, Tran TH, Boyer L, Auquier P, Fond G, Nguyen TT, Le LK, Do HT, Do HP, Nghiem S, Latkin CA, Ho RCM, Ho CSH. Economic burden and financial vulnerability of injuries among the elderly in Vietnam. Sci Rep 2023; 13:19254. [PMID: 37935820 PMCID: PMC10630303 DOI: 10.1038/s41598-023-46662-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 11/03/2023] [Indexed: 11/09/2023] Open
Abstract
Falls are a leading cause of death among elderly people. However, research on the cost of fall-related injuries is limited in Vietnam. We estimated treatment costs and associated factors among 405 elderly patients in Thai Binh hospitals. Costs were estimated through self-reported data on medical and non-medical expenses. Logistic regression and GLM were used to identify payment and affordability factors. Inpatient and outpatient care costs for fall-related injuries were US$98.06 and US$8.53, respectively. 11.85% of participants couldn't pay for treatment. Payment ability and cost decline were linked to family income, medical history, and hospital stay length. Elderly with fall-related injuries in Vietnam experienced high costs and severe health issues. Primary healthcare services and communication campaigns should be strengthened to reduce disease burden and develop effective fall injury prevention strategies.
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Affiliation(s)
- Hai Minh Vu
- Department of Trauma, Thai Binh University of Medicine and Pharmacy, Thai Binh, 410000, Vietnam
| | - Linh Gia Vu
- Institute for Global Health Innovations, Duy Tan University, Da Nang, 550000, Vietnam.
- Faculty of Medicine, Duy Tan University, Da Nang, 550000, Vietnam.
| | - Tung Hoang Tran
- Institute of Orthopedic and Trauma Surgery, Vietnam - Germany Hospital, Hanoi, 100000, Vietnam
| | - Laurent Boyer
- Research Centre on Health Services and Quality of Life, Aix Marseille University, 27, Boulevard Jean-Moulin, 13385, Marseille Cedex 05, France
| | - Pascal Auquier
- Research Centre on Health Services and Quality of Life, Aix Marseille University, 27, Boulevard Jean-Moulin, 13385, Marseille Cedex 05, France
| | - Guillaume Fond
- Research Centre on Health Services and Quality of Life, Aix Marseille University, 27, Boulevard Jean-Moulin, 13385, Marseille Cedex 05, France
| | - Tham Thi Nguyen
- Institute for Global Health Innovations, Duy Tan University, Da Nang, 550000, Vietnam
- Faculty of Medicine, Duy Tan University, Da Nang, 550000, Vietnam
| | | | - Hoa Thi Do
- Institute of Health Economics and Technology (iHEAT), Hanoi, 100000, Vietnam
| | - Huyen Phuc Do
- Institute of Health Economics and Technology (iHEAT), Hanoi, 100000, Vietnam
| | - Son Nghiem
- Centre for Applied Health Economics, Griffith University, Brisbane, QLD, 4111, Australia
| | - Carl A Latkin
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Roger C M Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228, Singapore
- Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore, 119077, Singapore
| | - Cyrus S H Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228, Singapore
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8
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Melady D, Schumacher JG. Developing a Geriatric Emergency Department: People, Processes, and Place. Clin Geriatr Med 2023; 39:647-658. [PMID: 37798070 DOI: 10.1016/j.cger.2023.05.008] [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] [Indexed: 10/07/2023]
Abstract
Older patients' ED visits rose 30% over 5 years and EDs are now examining geriatric emergency department (GED) models of care. The 3 Ps model focuses on the GED's People, Processes, and the Place to provide a framework for GED development. Key resources include the: GED Collaborative, GED Guidelines, and Geriatric Emergency Department Accreditation process. Core to a GED's operation is its care processes including: (1) General approaches; (2) Screening for high-risk conditions; (3) Enhanced assessment; (4) Workflow alterations; and (5) Transitions. This article provides practical guidance to EDs seeking to enhance the ED experience of older people and improve the quality of their outcomes.
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Affiliation(s)
- Don Melady
- Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, Ontario M5G 1V7, Canada; Schwartz-Reisman Emergency Medicine Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, Ontario, M5G 1X5, Canada.
| | - John G Schumacher
- Department of Sociology, Anthropology, and Public Health, University of Maryland, Baltimore County (UMBC), 104 Fairfield Drive, Baltimore, MD 21228, USA; Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore (UMB), Baltimore, MD, USA
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9
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Hekman DJ, Cochran AL, Maru AP, Barton HJ, Shah MN, Wiegmann D, Smith MA, Liao F, Patterson BW. Effectiveness of an Emergency Department-Based Machine Learning Clinical Decision Support Tool to Prevent Outpatient Falls Among Older Adults: Protocol for a Quasi-Experimental Study. JMIR Res Protoc 2023; 12:e48128. [PMID: 37535416 PMCID: PMC10436111 DOI: 10.2196/48128] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/04/2023] [Accepted: 05/23/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND Emergency department (ED) providers are important collaborators in preventing falls for older adults because they are often the first health care providers to see a patient after a fall and because at-home falls are often preceded by previous ED visits. Previous work has shown that ED referrals to falls interventions can reduce the risk of an at-home fall by 38%. Screening patients at risk for a fall can be time-consuming and difficult to implement in the ED setting. Machine learning (ML) and clinical decision support (CDS) offer the potential of automating the screening process. However, it remains unclear whether automation of screening and referrals can reduce the risk of future falls among older patients. OBJECTIVE The goal of this paper is to describe a research protocol for evaluating the effectiveness of an automated screening and referral intervention. These findings will inform ongoing discussions about the use of ML and artificial intelligence to augment medical decision-making. METHODS To assess the effectiveness of our program for patients receiving the falls risk intervention, our primary analysis will be to obtain referral completion rates at 3 different EDs. We will use a quasi-experimental design known as a sharp regression discontinuity with regard to intent-to-treat, since the intervention is administered to patients whose risk score falls above a threshold. A conditional logistic regression model will be built to describe 6-month fall risk at each site as a function of the intervention, patient demographics, and risk score. The odds ratio of a return visit for a fall and the 95% CI will be estimated by comparing those identified as high risk by the ML-based CDS (ML-CDS) and those who were not but had a similar risk profile. RESULTS The ML-CDS tool under study has been implemented at 2 of the 3 EDs in our study. As of April 2023, a total of 1326 patient encounters have been flagged for providers, and 339 unique patients have been referred to the mobility and falls clinic. To date, 15% (45/339) of patients have scheduled an appointment with the clinic. CONCLUSIONS This study seeks to quantify the impact of an ML-CDS intervention on patient behavior and outcomes. Our end-to-end data set allows for a more meaningful analysis of patient outcomes than other studies focused on interim outcomes, and our multisite implementation plan will demonstrate applicability to a broad population and the possibility to adapt the intervention to other EDs and achieve similar results. Our statistical methodology, regression discontinuity design, allows for causal inference from observational data and a staggered implementation strategy allows for the identification of secular trends that could affect causal associations and allow mitigation as necessary. TRIAL REGISTRATION ClinicalTrials.gov NCT05810064; https://www.clinicaltrials.gov/study/NCT05810064. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/48128.
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Affiliation(s)
- Daniel J Hekman
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Amy L Cochran
- Department of Population Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Apoorva P Maru
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Hanna J Barton
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
| | - Manish N Shah
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Douglas Wiegmann
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
| | - Maureen A Smith
- Health Innovation Program, University of Wisconsin-Madison, Madison, WI, United States
| | - Frank Liao
- Department of Applied Data Science, UWHealth Hospitals and Clinics, University of Wisconsin-Madison, Madison, WI, United States
| | - Brian W Patterson
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States
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10
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Leroy V, Chen Y, Bouteloup V, Skrobala E, Puisieux F, Fougère B. What Tools Can We Use to Screen for Fall Risk in Older Patients with Mild Cognitive Impairment? Findings from the MEMENTO Cohort. J Am Med Dir Assoc 2023; 24:1028-1034.e18. [PMID: 36682387 DOI: 10.1016/j.jamda.2022.12.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 12/22/2022] [Accepted: 12/24/2022] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Identifying risk factors for falls can improve outcomes in older patients without cognitive decline. Yet this has not been demonstrated in older people with mild cognitive impairment (MCI). We therefore sought to better identify risk factors for falls in this particular group. DESIGN The analysis was conducted on the MEMENTO cohort, which is a large, French, prospective cohort. SETTING AND PARTICIPANTS We included older people (>65 years old) with MCI (defined from neuropsychological scores) and a Short Physical Performance Battery (SPPB) score at baseline. METHODS Fallers were defined as participants having fallen at least once during the study's 2-year follow-up period. We compared clinical, neuropsychological, and biological data at baseline in fallers vs nonfallers. Additional analyses were performed on the following subgroups: women, men, people aged ≥75 years. RESULTS Of the 1416 people included in our study, 194 (13.5%) fell at least once. A bivariate analysis showed that fallers were older, predominantly women, less independent in activities of daily living, and more apathetic. Fallers performed less well in executive function, balance, and gait tests. In a multivariable analysis, only age, gender, the number of limitations in instrumental activities of daily living, and living alone were significantly associated with falls. In a multivariable analysis of the subgroup of oldest patients and of the subgroup of men, executive function was significantly worse in fallers than in nonfallers. CONCLUSION AND IMPLICATIONS Our results demonstrate that easily attainable risk factors can be used to identify individuals with MCI with a higher risk of falls and for whom prevention could be beneficial. Future studies are needed to further evaluate the role of mild executive dysfunction in certain subgroups, such as men and oldest patients.
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Affiliation(s)
- Victoire Leroy
- Division of Geriatric Medicine, Tours University Hospital, Tours, France; Education, Ethics, Health (EA 7505), University of Medicine of Tours, Tours, France; Memory Clinic, Tours University Hospital, Tours, France.
| | - Yaohua Chen
- Department of Gerontology, Lille University Hospital, Lille, France; INSERM UMR-S 1172, Vascular and Degenerative Cognitive Disorders, University Lille, Lille, France; Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Vincent Bouteloup
- INSERM U1219, PHARes team, Institut de Santé Publique, d'Epidémiologie et de Développement (ISPED), University Bordeaux, Bordeaux, France; CIC 1401 EC, Pôle Santé Publique, Bordeaux University Hospital, Bordeaux, France
| | - Emilie Skrobala
- INSERM URM_S1172, CHU Lille Memory Clinic, Distalz Licend, Lille University, Lille, France
| | - François Puisieux
- Department of Gerontology, Lille University Hospital, Lille, France; EA2694, University Lille, Lille, France
| | - Bertrand Fougère
- Division of Geriatric Medicine, Tours University Hospital, Tours, France; Education, Ethics, Health (EA 7505), University of Medicine of Tours, Tours, France
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11
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Chen X, He L, Shi K, Yang J, Du X, Shi K, Fang Y. Age-stratified modifiable fall risk factors in Chinese community-dwelling older adults. Arch Gerontol Geriatr 2023; 108:104922. [PMID: 36634440 DOI: 10.1016/j.archger.2023.104922] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 12/21/2022] [Accepted: 01/02/2023] [Indexed: 01/05/2023]
Abstract
BACKGROUND Fall incident is one of the major causes of mortality and injury in older adults. Modifiable fall risk factors are the targets for fall prevention. Since the status of some fall risk factors can change with age, insights into age-stratified fall risk factors can be beneficial for developing tailored fall prevention strategies for older adults at different ages. Therefore, the objective of this study was to identify fall risk factors in different age groups of older people. METHODS The current study analysed data of 14,601 community-dwelling older Chinese (aged 65 years or above) recruited from the Chinese Longitudinal Healthy Longevity Survey (CLHLS, wave 2017-2018). 24 modifiable fall risk factors were selected from the CLHLS as candidate risk factors and multivariable logistic regression was used to identify significant risk factors associated with fall incidents by three age groups (65-79 years, 80-94 years, ≥95 years). RESULTS Anxiety is identified across all age groups. Hearing impairment, stroke, rain/water leakage were found in both the 65-79 years and the 80-94 years old groups. Interactions between hearing and stroke and between hearing and rain /water leakage were found in these two groups, respectively. Medication use is a shared factor in both the 65-79 years and the ≥95 years old group. CONCLUSION Modifiable fall risk factors varied among age groups, suggesting that customised fall prevention strategies can be applied by targeting at fall risk factors in corresponding age groups.
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Affiliation(s)
- Xiaodong Chen
- School of Public Health, Xiamen University, Xiamen, China
| | - Lingxiao He
- School of Public Health, Xiamen University, Xiamen, China
| | - Kewei Shi
- School of Public Health, Xiamen University, Xiamen, China
| | - Jinzhu Yang
- School of Public Health, Xiamen University, Xiamen, China
| | - Xinyuan Du
- School of Public Health, Xiamen University, Xiamen, China
| | - Kanglin Shi
- School of Public Health, Xiamen University, Xiamen, China
| | - Ya Fang
- School of Public Health, Xiamen University, Xiamen, China.
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12
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Optimal Management of the Geriatric Trauma Patient. CURRENT SURGERY REPORTS 2023. [DOI: 10.1007/s40137-023-00346-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
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13
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Lin WS, Hsu NW, Lee MJ, Lin YY, Tsai CC, Pan PJ. Correlation analysis of physical fitness and its impact on falls in 2130 community- dwelling older adults: a retrospective cross-sectional study. BMC Geriatr 2022; 22:447. [PMID: 35606737 PMCID: PMC9125933 DOI: 10.1186/s12877-022-03138-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 05/13/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND As the community-dwelling population ages in Taiwan, concerns regarding long-term care have grown more urgent. Physical fitness plays a key role in enabling community-dwelling older adults to independently complete daily tasks and avoid falling accidents. However, the effect of physical fitness on falls and other fitness-related factors remains poorly understood. METHODS In this retrospective cross-sectional study, 2130 community-dwelling older adults were recruited from a rural region of Taiwan. Each of these participants completed a demographics interview and frailty questionnaire and reported their history of falls. We evaluated each participant's height and body weight measurements, calf circumference, bone mass density, and results on the grip strength, single-leg standing, chair sit-and-reach, 8-ft up-and-go, 30-second chair stand, 2-minute step, 30-second arm curl, 6-m walk, and back scratch tests to determine their overall physical fitness, which consisted of their body composition, muscular strength and endurance, flexibility, and cardiopulmonary fitness. RESULTS The prevalence of falls in the preceding year among the older adults surveyed was 20.8%, and the resultant hospitalization rate was 10.9%. The older adults who were more physically active in the past week, had regular exercise habits, lived with family, and had no history of hospitalization due to falls, exhibited greater performance on the physical fitness tests. Three time fallers exhibited lower levels of overall physical fitness than did those who had not fallen. The nonfallers outperformed the fallers in grip strength (participants who had not fallen and those who had fallen once, twice, or three times in the preceding year: 24.66 ± 0.19 vs. 23.66 ± 0.35 vs. 20.62 ± 0.71 vs. 22.20 ± 0.90 kg) and single-leg standing duration (19.38 ± 0.39 vs. 16.33 ± 0.78 vs. 13.95 ± 1.67 vs. 12.34 ± 1.82 seconds). CONCLUSIONS Exercise habits, living status, hospitalization due to falls, and amount of exercise were all associated with physical fitness in community-dwelling older adults. The results of all of the assessments indicated that the participants who had fallen three times exhibited lower levels of physical fitness than did those who had not fallen in the previous year. Physical measurements, including grip strength and single-leg standing duration, are associated with an individual's risk of falling, which indicates that they should be considered in the development of geriatric physical fitness and fall-prevention programs.
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Affiliation(s)
- Wang-Sheng Lin
- Department of Physical Medicine & Rehabilitation, Taipei Veterans General Hospital, Yuan-Shan/Su-Ao Branch, Yilan, Taiwan.,School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Nai-Wei Hsu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Public Health Bureau, Yilan County, Taiwan.,Community Medicine Research Center & Institute of Public Health, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Meng-Jer Lee
- Department of Physical Medicine & Rehabilitation, National Yang Ming Chiao Tung University Hospital, Yilan, Taiwan
| | - You-Yuan Lin
- Department of Physical Medicine & Rehabilitation, National Yang Ming Chiao Tung University Hospital, Yilan, Taiwan
| | - Chih-Chun Tsai
- Department of Mathematics, Tamkang University, Taipei, Taiwan
| | - Po-Jung Pan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. .,Department of Physical Medicine & Rehabilitation, National Yang Ming Chiao Tung University Hospital, Yilan, Taiwan. .,Center of Community Medicine, National Yang Ming Chiao Tung University Hospital, Yilan, Taiwan.
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14
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Lima DP, de-Almeida SB, Bonfadini JDC, Carneiro AHS, de Luna JRG, de Alencar MS, Viana-Júnior AB, Rodrigues PGB, Pereira IDS, Roriz-Filho JDS, Sobreira-Neto MA, Braga-Neto P. Falls in Parkinson's disease: the impact of disease progression, treatment, and motor complications. Dement Neuropsychol 2022; 16:153-161. [PMID: 35720647 PMCID: PMC9173793 DOI: 10.1590/1980-5764-dn-2021-0019] [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: 02/16/2021] [Revised: 08/10/2021] [Accepted: 10/09/2021] [Indexed: 11/22/2022] Open
Abstract
The prevalence of Parkinson's disease (PD) tends to increase worldwide in the coming decades. Thus, the incidence of falls is likely to increase, with a relevant burden on the health care system.
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Affiliation(s)
- Danielle Pessoa Lima
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Neurologia, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Geriatria, Fortaleza CE, Brazil.,Universidade de Fortaleza, Faculdade de Medicina, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | - Samuel Brito de-Almeida
- Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | - Janine de Carvalho Bonfadini
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Neurologia, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Geriatria, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | | | - João Rafael Gomes de Luna
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Geriatria, Fortaleza CE, Brazil
| | - Madeleine Sales de Alencar
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Geriatria, Fortaleza CE, Brazil
| | - Antonio Brazil Viana-Júnior
- Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | - Pedro Gustavo Barros Rodrigues
- Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | - Isabelle de Sousa Pereira
- Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil
| | - Jarbas de Sá Roriz-Filho
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Geriatria, Fortaleza CE, Brazil
| | - Manoel Alves Sobreira-Neto
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Neurologia, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil.,Universidade Unichristus, Faculdade de Medicina, Fortaleza CE, Brazil
| | - Pedro Braga-Neto
- Universidade Federal do Ceará, Departamento de Clínica Médica, Divisão de Neurologia, Fortaleza CE, Brazil.,Universidade Federal do Ceará, Hospital Universitário Walter Cantídio, Unidade de Pesquisa Clínica, Fortaleza CE, Brazil.,Universidade Estadual do Ceará, Centro de Ciência da Saúde, Fortaleza CE, Brazil
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15
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Bouzid W, Tavassoli N, Berbon C, Qassemi S, Bounes V, Azema O, Shourick J, Nourhashémi F. Impact of a personalised care plan for the elderly calling emergency medical services after a fall at home: The RISING-DOM multi-centre randomised controlled trial protocol. BMC Geriatr 2022; 22:182. [PMID: 35246053 PMCID: PMC8894840 DOI: 10.1186/s12877-022-02850-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 02/16/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND A growing number of emergency calls are made each year for elderly people who fall. Many of them are not taken to hospital or are rapidly discharged from the Emergency Department (ED). Evidence shows that, with no further support, this vulnerable population is particularly at risk of injuries, dependency and death. This study aims to determine the effectiveness of a comprehensive geriatric assessment and a tailored intervention in the elderly calling on an Emergency Medical Service (EMS) for a fall at home, but not conveyed to the ED or rapidly discharged from it (less than 24 h from hospitalisation), to the time to institutionalisation or death. METHODS Rising-Dom is a two-arm randomised (ratio 1:1), interventional, multi-centre and open study. Community-dwelling elderly people (≥ 70 years) who call an EMS for a fall at home are recruited. The intervention group receives home visits by a nurse with a comprehensive fall risk assessment and a personalised intervention care plan with a planned follow-up (six nurse home visits and five nurse phone calls). Subjects enrolled in the usual care-control group continue to receive their routine care for the prevention or treatment of diseases. Primary (time to institutionalisation or death) and secondary (unscheduled hospitalisations, additional EMS calls relating to falls, functional decline and quality of life) outcome data will be collected for both groups through five phone calls made by Clinical Research Associates (CRA) blind to the participants' group during the follow-up period (24-months). Twelve hospital centres in the South-West of France are participating in the study as study sites. The inclusion period started in October 2019 and will end in March 2022. By the end of this period, 1,190 subjects are expected to be enrolled. DISCUSSION Studies on elderly home falls have rarely concerned people who were not taken to hospital. The Rising-Dom intervention scheme should enhance understanding of features related to this vulnerable population and investigate the impact of a nurse care at home on delaying death and institutionalisation. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT04132544. Registration date: 18/10/2019. SPONSOR University Hospital, Toulouse. https://www.clinicaltrials.gov/ct2/show/NCT04132544?term=rising-dom&draw=2&rank=1.
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Affiliation(s)
- Wafa Bouzid
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse, Toulouse, France.
| | - Neda Tavassoli
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | - Caroline Berbon
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | - Soraya Qassemi
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | - Vincent Bounes
- Pôle Médecine d'Urgence, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | - Olivier Azema
- Observatoire Régional Des Urgences d'Occitanie (ORU Occitanie), Hôpital La Grave, Place Lange, 31300, Toulouse, France
| | - Jason Shourick
- Unité de Soutien Méthodologique À La Recherche (USMR), Service d'Epidémiologie Clinique Et de Santé Publique, CHU de Toulouse, Toulouse, France
- CERPOP, UMR 1295, INSERM - Université de Toulouse III, Toulouse, France
| | - Fati Nourhashémi
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
- CERPOP, UMR 1295, INSERM - Université de Toulouse III, Toulouse, France
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16
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Jacobsohn GC, Leaf M, Liao F, Maru AP, Engstrom CJ, Salwei ME, Pankratz GT, Eastman A, Carayon P, Wiegmann DA, Galang JS, Smith MA, Shah MN, Patterson BW. Collaborative design and implementation of a clinical decision support system for automated fall-risk identification and referrals in emergency departments. HEALTHCARE (AMSTERDAM, NETHERLANDS) 2022; 10:100598. [PMID: 34923354 PMCID: PMC8881336 DOI: 10.1016/j.hjdsi.2021.100598] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 11/15/2021] [Accepted: 11/22/2021] [Indexed: 11/04/2022]
Abstract
Of the 3 million older adults seeking fall-related emergency care each year, nearly one-third visited the Emergency Department (ED) in the previous 6 months. ED providers have a great opportunity to refer patients for fall prevention services at these initial visits, but lack feasible tools for identifying those at highest-risk. Existing fall screening tools have been poorly adopted due to ED staff/provider burden and lack of workflow integration. To address this, we developed an automated clinical decision support (CDS) system for identifying and referring older adult ED patients at risk of future falls. We engaged an interdisciplinary design team (ED providers, health services researchers, information technology/predictive analytics professionals, and outpatient Falls Clinic staff) to collaboratively develop a system that successfully met user requirements and integrated seamlessly into existing ED workflows. Our rapid-cycle development and evaluation process employed a novel combination of human-centered design, implementation science, and patient experience strategies, facilitating simultaneous design of the CDS tool and intervention implementation strategies. This included defining system requirements, systematically identifying and resolving usability problems, assessing barriers and facilitators to implementation (e.g., data accessibility, lack of time, high patient volumes, appointment availability) from multiple vantage points, and refining protocols for communicating with referred patients at discharge. ED physician, nurse, and patient stakeholders were also engaged through online surveys and user testing. Successful CDS design and implementation required integration of multiple new technologies and processes into existing workflows, necessitating interdisciplinary collaboration from the onset. By using this iterative approach, we were able to design and implement an intervention meeting all project goals. Processes used in this Clinical-IT-Research partnership can be applied to other use cases involving automated risk-stratification, CDS development, and EHR-facilitated care coordination.
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Affiliation(s)
- Gwen Costa Jacobsohn
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA.
| | - Margaret Leaf
- Applied Data Science, Enterprise Analytics, UW Health, Madison, WI, USA.
| | - Frank Liao
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA; Applied Data Science, Enterprise Analytics, UW Health, Madison, WI, USA.
| | - Apoorva P. Maru
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Collin J. Engstrom
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA,Department of Computer Science, Winona State University, Rochester, MN, USA
| | - Megan E. Salwei
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, Wisconsin, USA,Center for Quality and Productivity Improvement, University of Wisconsin-Madison, Madison, Wisconsin, USA,Center for Research and Innovation in Systems Safety, Departments of Anesthesiology and Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Gerald T Pankratz
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
| | - Alexis Eastman
- Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
| | - Pascale Carayon
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA; Center for Quality and Productivity Improvement, University of Wisconsin-Madison, Madison, WI, USA.
| | - Douglas A. Wiegmann
- Department of Industrial and Systems Engineering, University of Wisconsin, Madison, Wisconsin, USA,Center for Quality and Productivity Improvement, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Joel S. Galang
- Applied Data Science, Enterprise Analytics, UW Health, Madison, Wisconsin, USA
| | - Maureen A. Smith
- Health Innovation Program, University of Wisconsin-Madison, Madison, Wisconsin, USA,Department of Population Health Sciences, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Manish N. Shah
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA,Department of Medicine, Division of Geriatrics and Gerontology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA,Department of Population Health Sciences, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Brian W. Patterson
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA,Health Innovation Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
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17
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Lucke JA, Mooijaart SP, Heeren P, Singler K, McNamara R, Gilbert T, Nickel CH, Castejon S, Mitchell A, Mezera V, Van der Linden L, Lim SE, Thaur A, Karamercan MA, Blomaard LC, Dundar ZD, Chueng KY, Islam F, de Groot B, Conroy S. Providing care for older adults in the Emergency Department: expert clinical recommendations from the European Task Force on Geriatric Emergency Medicine. Eur Geriatr Med 2021; 13:309-317. [PMID: 34738224 PMCID: PMC8568564 DOI: 10.1007/s41999-021-00578-1] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 10/20/2021] [Indexed: 01/08/2023]
Abstract
Aim The aim was to develop expert clinical recommendations on Geriatric Emergency Medicine to be disseminated across Europe. Findings Eight posters with expert clinical guidelines on the most important topics in Geriatric Emergency Medicine are now available through https://posters.geriemeurope.eu/. Message Expert clinical recommendations for Geriatric Emergency Medicine in Europe were created and are ready for dissemination across Europe. Supplementary Information The online version contains supplementary material available at 10.1007/s41999-021-00578-1. Purpose Despite the rapidly expanding knowledge in the field of Geriatric Emergency Medicine in Europe, widespread implementation of change is still lacking. Many opportunities in everyday clinical care are missed to improve care for this susceptible and growing patient group. The aim was to develop expert clinical recommendations on Geriatric Emergency Medicine to be disseminated across Europe. Methods A group of multi-disciplinary experts in the field of Geriatric Emergency Medicine in Europe was assembled. Using a modified Delphi procedure, a prioritized list of topics related to Geriatric Emergency Medicine was created. Next, a multi-disciplinary group of nurses, geriatricians and emergency physicians performed a review of recent guidelines and literature to create recommendations. These recommendations were voted upon by a group of experts and placed on visually attractive posters. The expert group identified the following eight subject areas to develop expert recommendations on: Comprehensive Geriatric Assessment in the Emergency Department (ED), age/frailty adjusted risk stratification, delirium and cognitive impairment, medication reviews in the ED for older adults, family involvement, ED environment, silver trauma, end of life care in the acute setting. Results Eight posters with expert clinical recommendations on the most important topics in Geriatric Emergency Medicine are now available through https://posters.geriemeurope.eu/. Conclusion Expert clinical recommendations for Geriatric Emergency Medicine may help to improve care for older patients in the Emergency Department and are ready for dissemination across Europe. Supplementary Information The online version contains supplementary material available at 10.1007/s41999-021-00578-1.
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Affiliation(s)
- J A Lucke
- Department of Emergency Medicine, Spaarne Gasthuis, Haarlem, The Netherlands.
| | - S P Mooijaart
- Department of Internal Medicine, Section on Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - P Heeren
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.,Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium.,Research Foundation Flanders, Brussels, Belgium
| | - K Singler
- Department of Geriatrics, Klinikum Nürnberg, Paracelsus Private, Medical University, Nuremberg, Germany.,Institute for Biomedicine of Ageing, Friedrich-Alexander-University, Erlangen-Nuremberg, Erlangen, Germany
| | - R McNamara
- Department of Emergency Medicine, St. Vincent's University Hospital, Dublin, Ireland
| | - T Gilbert
- Department of Geriatric Medicine, Lyon-Sud University Hospital, Lyon, France
| | - C H Nickel
- Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | - S Castejon
- Department of Geriatrics and Palliative Care, Consorci Sanitari de Terrassa, Terrassa, Barcelona, Spain
| | - A Mitchell
- Department of Emergency Medicine, Sligo University Hospital, Sligo, Ireland
| | - V Mezera
- Geriatric Center, Pardubice Hospital, Pardubice, Czech Republic
| | - L Van der Linden
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium.,Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - S E Lim
- Academic Geriatric Medicine, University of Southampton, Southampton, UK
| | - A Thaur
- Department of Emergency Medicine, Guy's and St.Thomas' NHS Foundation Trust, London, UK
| | - M A Karamercan
- Department of Emergency Medicine, Gazi University School of Medicine, Ankara, Turkey
| | - L C Blomaard
- Department of Internal Medicine, Section on Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Z D Dundar
- Department of Emergency Medicine, Necmettin Erbakan University Meram Faculty of Medicine, Konya, Turkey
| | - K Y Chueng
- Accident and Emergency Department, United Christian Hospital, Kwun Tong, Hong Kong
| | - F Islam
- Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - B de Groot
- Department of Emergency Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - S Conroy
- Geriatric Medicine, MRC Unit for Lifelong Health and Ageing at UCL, 5th Floor, 1-19 Torrington Place, London, WC1E 7HB, UK
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18
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Hammouda N, Carpenter C, Hung W, Lesser A, Nyamu S, Liu S, Gettel C, Malsch A, Castillo E, Forrester S, Souffront K, Vargas S, Goldberg EM. Moving the needle on fall prevention: A Geriatric Emergency Care Applied Research (GEAR) Network scoping review and consensus statement. Acad Emerg Med 2021; 28:1214-1227. [PMID: 33977589 PMCID: PMC8581064 DOI: 10.1111/acem.14279] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Although falls are common, costly, and often preventable, emergency department (ED)-initiated fall screening and prevention efforts are rare. The Geriatric Emergency Medicine Applied Research Falls core (GEAR-Falls) was created to identify existing research gaps and to prioritize future fall research foci. METHODS GEAR's 49 transdisciplinary stakeholders included patients, geriatricians, ED physicians, epidemiologists, health services researchers, and nursing scientists. We derived relevant clinical fall ED questions and summarized the applicable research evidence, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses for Scoping Reviews. The highest-priority research foci were identified at the GEAR Consensus Conference. RESULTS We identified two clinical questions for our review (1) fall prevention interventions (32 studies) and (2) risk stratification and falls care plan (19 studies). For (1) 21 of 32 (66%) of interventions were a falls risk screening assessment and 15 of 21 (71%) of these were combined with an exercise program or physical therapy. For (2) 11 fall screening tools were identified, but none were feasible and sufficiently accurate for ED patients. For both questions, the most frequently reported study outcome was recurrent falls, but various process and patient/clinician-centered outcomes were used. Outcome ascertainment relied on self-reported falls in 18 of 32 (56%) studies for (1) and nine of 19 (47%) studies for (2). CONCLUSION Harmonizing definitions, research methods, and outcomes is needed for direct comparison of studies. The need to identify ED-appropriate fall risk assessment tools and role of emergency medical services (EMS) personnel persists. Multifactorial interventions, especially involving exercise, are more efficacious in reducing recurrent falls, but more studies are needed to compare appropriate bundle combinations. GEAR prioritizes five research priorities: (1) EMS role in improving fall-related outcomes, (2) identifying optimal ED fall assessment tools, (3) clarifying patient-prioritized fall interventions and outcomes, (4) standardizing uniform fall ascertainment and measured outcomes, and (5) exploring ideal intervention components.
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Affiliation(s)
- Nada Hammouda
- Department of Emergency Medicine, Mount Sinai School of Medicine, New York City, NY
| | | | - William Hung
- Department of Geriatrics and Palliative Care, Mount Sinai School of Medicine, New York City, NY
| | | | - Sylviah Nyamu
- Department of Emergency Medicine, Mount Sinai Hospital, New York City, NY
| | - Shan Liu
- Department of Emergency Medicine, Harvard School of Medicine, Boston, MA
| | - Cameron Gettel
- National Clinician Scholars Program, Yale School of Medicine, New Haven, CT
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | | | - Edward Castillo
- Department of Emergency Medicine, University of California San Diego, San Diego, CA
| | - Savannah Forrester
- Department of Emergency Medicine, Queen’s University, Kingston, Ontario, CA
| | - Kimberly Souffront
- Department of Emergency Medicine, Mount Sinai School of Medicine, New York City, NY
| | - Samuel Vargas
- Department of Emergency Medicine, Mount Sinai Hospital, New York City, NY
| | - Elizabeth M. Goldberg
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI
- Department of Emergency Medicine, The Warren Alpert Medical School of Brown University, Providence, RI
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19
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Eichinger M, Robb HDP, Scurr C, Tucker H, Heschl S, Peck G. Challenges in the PREHOSPITAL emergency management of geriatric trauma patients - a scoping review. Scand J Trauma Resusc Emerg Med 2021; 29:100. [PMID: 34301281 PMCID: PMC8305876 DOI: 10.1186/s13049-021-00922-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/14/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Despite a widely acknowledged increase in older people presenting with traumatic injury in western populations there remains a lack of research into the optimal prehospital management of this vulnerable patient group. Research into this cohort faces many uniqu1e challenges, such as inconsistent definitions, variable physiology, non-linear presentation and multi-morbidity. This scoping review sought to summarise the main challenges in providing prehospital care to older trauma patients to improve the care for this vulnerable group. METHODS AND FINDINGS A scoping review was performed searching Google Scholar, PubMed and Medline from 2000 until 2020 for literature in English addressing the management of older trauma patients in both the prehospital arena and Emergency Department. A thematic analysis and narrative synthesis was conducted on the included 131 studies. Age-threshold was confirmed by a descriptive analysis from all included studies. The majority of the studies assessed triage and found that recognition and undertriage presented a significant challenge, with adverse effects on mortality. We identified six key challenges in the prehospital field that were summarised in this review. CONCLUSIONS Trauma in older people is common and challenges prehospital care providers in numerous ways that are difficult to address. Undertriage and the potential for age bias remain prevalent. In this Scoping Review, we identified and discussed six major challenges that are unique to the prehospital environment. More high-quality evidence is needed to investigate this issue further.
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Affiliation(s)
- Michael Eichinger
- Major Trauma and Cutrale Perioperative and Ageing Group, Imperial College Healthcare NHS Trust, London, UK
| | - Henry Douglas Pow Robb
- Academic Clinical Fellow in General Surgery, Imperial College Healthcare NHS Trust, London, UK
| | - Cosmo Scurr
- Department of Anaesthesia, Imperial College Healthcare NHS Trust, London, UK
| | | | - Stefan Heschl
- Department of Cardiac, Thoracic and Vascular Anaesthesiology and Intensive Care, Medical University Hospital, Graz, Austria
| | - George Peck
- Cutrale Peri-operative and Ageing Group, Imperial College London, London, UK
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20
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The Dilemma of Falls in Older Persons: Never Forget to Investigate the Syncope. ACTA ACUST UNITED AC 2021; 57:medicina57060623. [PMID: 34203693 PMCID: PMC8232203 DOI: 10.3390/medicina57060623] [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: 04/30/2021] [Revised: 06/07/2021] [Accepted: 06/11/2021] [Indexed: 11/16/2022]
Abstract
Background and objectives: Falls represent a major cause of morbidity, hospitalizations, and mortality in older persons. The identification of risk conditions for falling is crucial. This study investigated the presence of syncope as a possible cause of falls in older persons admitted to a Sub-Acute Care Unit (SACU) with a diagnosis of accidental fall after initial management in an emergency department and acute hospitalization. Materials and methods: A retrospective monocentric study of patients aged ≥65 years, consecutively admitted to a SACU with a diagnosis of fall-related trauma. All patients underwent a complete assessment of the index event and clinical status. Patients were categorized into three groups according to the identified cause of falls: (1) transient loss of consciousness (T-LOC), (2) unexplained fall (UF), and (3) definite accidental fall (AF). Results: A total of 100 patients were evaluated. T-LOC was present in 36 patients, UF in 37, and AF in 27. Of the 36 patients with T-LOC, a probable origin was identified in most cases (n = 33, 91%), 19 subjects (53%) had orthostatic hypotension, 9 (25%) a cardiac relevant disturbance, 2 (6%) a reproduced vaso-vagal syncope, 2 (6%) severe anemia, and 1 (3%) severe hypothyroidism. The T-LOC group was older and more clinically complex than the other groups. Conclusion: In older patients who recently experienced a fall event, the prevalence of syncope is relevant. In frail and clinically complex patients with falls, the identification of the underlying cause is pivotal and can be achieved through prolonged monitoring and a comprehensive assessment of the person.
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21
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Su FY, Fu ML, Zhao QH, Huang HH, Luo D, Xiao MZ. Analysis of hospitalization costs related to fall injuries in elderly patients. World J Clin Cases 2021; 9:1271-1283. [PMID: 33644194 PMCID: PMC7896694 DOI: 10.12998/wjcc.v9.i6.1271] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 12/03/2020] [Accepted: 12/16/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND With the aging world population, the incidence of falls has intensified and fall-related hospitalization costs are increasing. Falls are one type of event studied in the health economics of patient safety, and many developed countries have conducted such research on fall-related hospitalization costs. However, China, a developing country, still lacks large-scale studies in this area.
AIM To investigate the factors related to the hospitalization costs of fall-related injuries in elderly inpatients and establish factor-based, cost-related groupings.
METHODS A retrospective study was conducted. Patient information and cost data for elderly inpatients (age ≥ 60 years, n = 3362) who were hospitalized between 2016 and 2019 due to falls was collected from the medical record systems of two grade-A tertiary hospitals in China. Quantile regression (QR) analysis was used to identify the factors related to fall-related hospitalization costs. A decision tree model based on the chi-squared automatic interaction detector algorithm for hospitalization cost grouping was built by setting the factors in the regression results as separation nodes.
RESULTS The total hospitalization cost of fall-related injuries in the included elderly patients was 180479203.03 RMB, and the reimbursement rate of medical benefit funds was 51.0% (92039709.52 RMB/180479203.03 RMB). The medical material costs were the highest component of the total hospitalization cost, followed (in order) by drug costs, test costs, treatment costs, integrated medical service costs and blood transfusion costs The QR results showed that patient age, gender, length of hospital stay, payment method, wound position, wound type, operation times and operation type significantly influenced the inpatient cost (P < 0.05). The cost grouping model was established based on the QR results, and age, length of stay, operation type, wound position and wound type were the most important influencing factors in the model. Furthermore, the cost of each combination varied significantly.
CONCLUSION Our grouping model of hospitalization costs clearly reflected the key factors affecting hospitalization costs and can be used to strengthen the reasonable control of these costs.
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Affiliation(s)
- Fei-Yue Su
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Mei-Ling Fu
- Department of Medical Insurance, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Qing-Hua Zhao
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Huan-Huan Huang
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Di Luo
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Ming-Zhao Xiao
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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22
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Wang Y, Gangwani R, Kannan L, Schenone A, Wang E, Bhatt T. Can Smartphone-Derived Step Data Predict Laboratory-Induced Real-Life Like Fall-Risk in Community- Dwelling Older Adults? Front Sports Act Living 2020; 2:73. [PMID: 33345064 PMCID: PMC7739785 DOI: 10.3389/fspor.2020.00073] [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: 03/25/2020] [Accepted: 05/20/2020] [Indexed: 11/13/2022] Open
Abstract
Background: As age progresses, decline in physical function predisposes older adults to high fall-risk, especially on exposure to environmental perturbations such as slips and trips. However, there is limited evidence of association between daily community ambulation, an easily modifiable factor of physical activity (PA), and fall-risk. Smartphones, equipped with accelerometers, can quantify, and display daily ambulation-related PA simplistically in terms of number of steps. If any association between daily steps and fall-risks is established, smartphones due to its convenience and prevalence could provide health professionals with a meaningful outcome measure, in addition to existing clinical measurements, to identify older adults at high fall-risk. Objective: This study aimed to explore whether smartphone-derived step data during older adults' community ambulation alone or together with commonly used clinical fall-risk measurements could predict falls following laboratory-induced real-life like slips and trips. Relationship between step data and PA questionnaire and clinical fall-risk assessments were examined as well. Methods: Forty-nine community-dwelling older adults (age 60-90 years) completed Berg Balance Scale (BBS), Activities-specific Balance Confidence scale (ABC), Timed Up-and-Go (TUG), and Physical Activity Scale for the Elderly (PASE). One-week and 1-month smartphone steps data were retrieved. Participants' 1-year fall history was noted. All participants' fall outcomes to laboratory-induced slip-and-trip perturbations were recorded. Logistic regression was performed to identify a model that best predicts laboratory falls. Pearson correlations examined relationships between study variables. Results: A model including age, TUG, and fall history significantly predicted laboratory falls with a sensitivity of 94.3%, specificity of 58.3%, and an overall accuracy of 85.1%. Neither 1-week nor 1-month steps data could predict laboratory falls. One-month steps data significantly positively correlated with BBS (r = 0.386, p = 0.006) and ABC (r = 0.369, p = 0.012), and negatively correlated with fall history (r p = -0.293, p = 0.041). Conclusion: Older participants with fall history and higher TUG scores were more likely to fall in the laboratory. No association between smartphone steps data and laboratory fall-risk was established in our study population of healthy community-dwelling older adults which calls for further studies on varied populations. Although modest, results do reveal a relationship between steps data and functional balance deficits and fear of falls.
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Affiliation(s)
- Yiru Wang
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Rachana Gangwani
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States.,MS Program in Rehabilitation Sciences, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Lakshmi Kannan
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States.,Ph.D. Program in Rehabilitation Sciences, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Alison Schenone
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Edward Wang
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
| | - Tanvi Bhatt
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, United States
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23
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Unger EW, Histing T, Rollmann MF, Orth M, Herath E, Menger M, Herath SC, Grimm B, Pohlemann T, Braun BJ. Development of a dynamic fall risk profile in elderly nursing home residents: A free field gait analysis based study. Arch Gerontol Geriatr 2020; 93:104294. [PMID: 33217640 DOI: 10.1016/j.archger.2020.104294] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 10/12/2020] [Accepted: 11/04/2020] [Indexed: 11/29/2022]
Abstract
Falls in nursing home residents are associated with a significant individual and socioeconomic burden of disease. To trigger and tailor individual intervention programs, solid early detection measures of residents at risk are needed. Aim of this study was thus to test the capability of a free field gait analysis insole to determine its usefulness in determining fall risk. In an observational study gait data of 22 nursing home residents over the age of 75 years was collected over one week with a measuring insole. Clinical scores were performed at baseline (POMA; DGI, TUG). For 6 months before and after the insole measurement, the fall events per resident were recorded. Correlation analysis as well as receiver operating characteristic curve analysis were performed. The average resident age was 88.2 years (range 78-99), 15 had at least one fall event. There was no significant correlation between clinical assessment and fall risk. Moderate correlations between different temporospatial parameters and fall risk were seen. Pressure distribution during gait was markedly changed in fallers. Differences between fallers and non-fallers as well as cut off values for increased fall risk in the ROC analysis could be determined. The introduced measurement protocol suggests that patients at risk for falling can be detected without any additional office visits. Based on the introduced protocol in a limited patient setting, further large scale studies should now determine the effect of prevention measures triggered by gait analysis, the specific risk reduction and the associated personal and socioeconomic advantages.
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Affiliation(s)
- Eduard Witiko Unger
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University Hospital, Germany
| | - Tina Histing
- Department of Trauma and Reconstructive Surgery, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Faculty of Medicine, BG Hospital Tübingen, Germany
| | - Mika Frieda Rollmann
- Department of Trauma and Reconstructive Surgery, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Faculty of Medicine, BG Hospital Tübingen, Germany
| | - Marcel Orth
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University Hospital, Germany
| | - Esther Herath
- Department of Gastroenterology and Endocrinology, Saarland University Hospital, Germany
| | - Maximilian Menger
- Department of Trauma and Reconstructive Surgery, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Faculty of Medicine, BG Hospital Tübingen, Germany
| | - Steven Christian Herath
- Department of Trauma and Reconstructive Surgery, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Faculty of Medicine, BG Hospital Tübingen, Germany
| | | | - Tim Pohlemann
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University Hospital, Germany
| | - Benedikt Johannes Braun
- Department of Trauma and Reconstructive Surgery, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Faculty of Medicine, BG Hospital Tübingen, Germany.
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24
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Choi NG, Choi BY, DiNitto DM, Marti CN, Kunik ME. Fall-related emergency department visits and hospitalizations among community-dwelling older adults: examination of health problems and injury characteristics. BMC Geriatr 2019; 19:303. [PMID: 31711437 PMCID: PMC6849272 DOI: 10.1186/s12877-019-1329-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 10/28/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Fall injuries and related healthcare use among older adults are increasing in the United States. This study examined chronic illnesses, sensory and memory problems, and injury characteristics that were associated with ED visits and hospitalizations among older adults who received medical attention for fall injuries within a 91-day reference period. METHODS Data were from the publicly available 2013-2017 US National Health Interview Survey files (unweighted N = 1840 respondents aged > 60 years with fall injuries). We first described socioeconomic, health/mental health, healthcare utilization, and injury characteristics among three groups: those who neither visited an ED nor were hospitalized for their fall injury, those who visited an ED only, and those who were hospitalized. Then, using multinomial logistic regression analysis, we examined associations of healthcare utilization (ED visit only and hospitalization vs. no ED visit/hospitalization) with chronic illnesses, other health problems, and injury characteristics, controlling for socioeconomic factors. RESULTS Of older adults who received medical attention for fall injuries, a little more than one-third had an ED visit only and a little less than a fifth had an overnight hospital stay. Multivariable analysis showed that lung disease and memory problems were associated with higher risk of ED visit only; hip and head injuries, facial injuries, and broken bones/fractures (from any type of injury) were more likely to result in hospitalization than other injuries. Fall injuries sustained inside the home, falls from loss of balance/dizziness, and living alone were also more likely to result in hospitalization. CONCLUSIONS These healthcare utilization findings indicate the significant toll that fall injuries exact on older adults and healthcare systems. Fall prevention should target risk factors that are specific to serious injuries requiring costly care. Strategies for implementing scalable, adaptable, and measurable fall prevention models by primary care and emergency medical service providers and ED staff are needed.
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Affiliation(s)
- Namkee G. Choi
- The University of Texas at Austin Steve Hicks School of Social Work, 1925 San Jacinto Blvd, Austin, TX 78712 USA
| | - Bryan Y. Choi
- Department of Emergency Medicine, Brown University Warren Alpert Medical School, Providence, RI USA
| | - Diana M. DiNitto
- The University of Texas at Austin Steve Hicks School of Social Work, 1925 San Jacinto Blvd, Austin, TX 78712 USA
| | - C. Nathan Marti
- The University of Texas at Austin Steve Hicks School of Social Work, 1925 San Jacinto Blvd, Austin, TX 78712 USA
| | - Mark E. Kunik
- Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. Debakey VA Medical Center; VA South Central Mental Illness Research, Education and Clinical Center; and Baylor College of Medicine, Houston, TX USA
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