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Obisesan O, Tymkew H, Gilmore R, Brougham N, Dodd E. Beyond the Bedside: Decoding Patient Profiles for Smarter Virtual Patient Observation. J Nurs Care Qual 2025; 40:84-89. [PMID: 39197155 DOI: 10.1097/ncq.0000000000000807] [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: 08/30/2024]
Abstract
BACKGROUND Emerging evidence suggests that virtual patient observation (VPO) may help promote patient safety. PURPOSE The purpose of this study was to examine and describe the demographic and clinical characteristics of patients who incurred VPO. METHODS A retrospective analysis was conducted. Differences in total VPO hours between groups were examined, followed by a hierarchical regression to investigate the effect of predictor variables on VPO utilization variance. RESULTS A total of 286 patient charts were reviewed. Mean VPO hours were higher in patients with an intensive care unit admission history. Adjusted for gender and history of dementia/Alzheimer's/memory impairment, the prediction of total VPO hours increased with the patient's intensive care unit admission history and overall hospital length of stay. CONCLUSIONS Examining the prevalence and variability in the pattern of VPO utilization by specific patient characteristics is essential for identifying what patients could best benefit from this technology.
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Affiliation(s)
- Olawunmi Obisesan
- Author Affiliations: Research and Outcomes Department, Missouri Baptist Hospital, St Louis, Missouri (Dr Obisesan); Interprofessional Practice, Education, Innovation and Research Department, Barnes-Jewish Hospital, St Louis, Missouri (Dr Tymkew); Virtual Patient Observation Program, Barnes-Jewish Hospital, St Louis, Missouri (Ms Gilmore); Interprofessional Practice, Education, Innovation and Research Department, Barnes-Jewish Hospital, St Louis, Missouri (Ms Brougham); and Surgical Services, Department of Patient Care Services, Barnes-Jewish Hospital, St Louis, Missouri (Ms Dodd)
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McLennan C, Sherrington C, Suen J, Nayak V, Naganathan V, Sutcliffe K, Kneale D, Haynes A, Dyer S. Features of effective hospital fall prevention trials: an intervention component analysis. BMC Geriatr 2024; 24:1023. [PMID: 39707264 DOI: 10.1186/s12877-024-05587-w] [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: 06/24/2024] [Accepted: 11/26/2024] [Indexed: 12/23/2024] Open
Abstract
BACKGROUND Falls in hospitals continue to burden patients, staff, and health systems. Prevention approaches are varied, as well as their success at preventing falls. Intervention component analysis (ICA) is useful in indicating important features associated with successful interventions in sets of trial with high heterogeneity. METHODS We conducted an ICA of systematically identified randomised controlled trials of interventions for preventing falls in older people in hospitals. Trial characteristics were extracted; inductive thematic analysis of published papers from included trials to seek triallists perspectives on drivers of success or failure of trials was conducted (ICA stage one) followed by a stratified thematic synthesis by trial outcomes, where trials were classified as positive or negative based on their falls rate or falls risk ratios (ICA stage two) and mapped to the presence of the theorised drivers of success or failure of the trials. RESULTS 45 trials met the inclusion criteria. Inductive thematic analysis of 50 papers revealed three key drivers (themes), each with subthemes, of effective inpatient hospital fall prevention trials. Theme 1, integration with the local setting, was present in 79% of the positive trials and 67% of the negative trials (79% vs 62% engaging ward staff and 33% vs 43% engaging hospital management). Theme 2, responsive interventions, was present in 83% of the positive trials and 71% of the negative trials (29% vs 38% targeting patient risk assessments and 83% vs 57% tailoring to patient needs and abilities). Theme 3, patient and family involvement, featured in 83% of the positive trials and 52% of the negative trials (50% vs 19% through fall prevention awareness and 58% vs 48% through an active role in fall prevention). CONCLUSION Tailored fall prevention approaches and involving patient and family in fall prevention through increasing awareness, in addition to integration with the local intervention setting, appear to play a role in impacting the effectiveness of fall prevention interventions. These theories should be considered in the design of future fall prevention programs and trials and require further evaluation in high quality trials.
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Affiliation(s)
- Charlotte McLennan
- School of Public Health, Faculty of Medicine and Health, Institute for Musculoskeletal Health, The University of Sydney, Sydney Local Health District, Sydney, Australia.
| | - Catherine Sherrington
- School of Public Health, Faculty of Medicine and Health, Institute for Musculoskeletal Health, The University of Sydney, Sydney Local Health District, Sydney, Australia
| | - Jenni Suen
- Flinders University, College of Medicine and Public Health, Flinders Health and Medical Research Institute, Adelaide, SA, Australia
| | - Veethika Nayak
- School of Public Health, Faculty of Medicine and Health, Institute for Musculoskeletal Health, The University of Sydney, Sydney Local Health District, Sydney, Australia
| | - Vasi Naganathan
- Centre for Education and Research On Ageing, Concord Clinical School, Faculty of Medicine and Health, Concord Hospital, The University of Sydney, Sydney, Australia
| | - Katy Sutcliffe
- EPPI Centre, Social Research Institute, University College London, London, UK
| | - Dylan Kneale
- EPPI Centre, Social Research Institute, University College London, London, UK
| | - Abby Haynes
- School of Public Health, Faculty of Medicine and Health, Institute for Musculoskeletal Health, The University of Sydney, Sydney Local Health District, Sydney, Australia
| | - Suzanne Dyer
- Flinders University, College of Medicine and Public Health, Flinders Health and Medical Research Institute, Adelaide, SA, Australia
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Gupta E, Tennison JM, Shin KY, Fu JB, Rozman de Moraes A, Naqvi SMA, Fellman B, Bruera E. Frequency, Characteristics, and Risk Factors for Falls at an Inpatient Cancer Rehabilitation Unit. JCO Oncol Pract 2023; 19:741-749. [PMID: 37339393 PMCID: PMC10538936 DOI: 10.1200/op.23.00188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/11/2023] [Accepted: 05/25/2023] [Indexed: 06/22/2023] Open
Abstract
PURPOSE Falls in the hospital can lead to adverse events, including injuries. Studies have shown that patients with cancer and those undergoing inpatient rehabilitation (IPR) are at higher risk for falls. Therefore, we measured the frequency, degree of harm, and characteristics of patients who fell in an inpatient cancer rehabilitation unit. METHODS A retrospective review was conducted on inpatient cancer rehabilitation patients admitted from January 2012 to February 2016. Fall frequency, degree of harm, fall circumstances, cancer type, patient's fall risk score on the basis of the MD Anderson Cancer Center Adult Inpatient Fall Risk Assessment Tool (MAIFRAT), length of stay, and risk factors were evaluated for patients. RESULTS There were 72 out of 1,571 unique individual falls (4.6%), with a falls incidence of 3.76 falls per 1,000 patient-days. Most fallers (86%) suffered no harm. Risk factors for falls included presence of patient-controlled analgesia pump (P = .03), pump such as insulin or wound vacuum-assisted closure (P < .01), nasogastric, gastric, or chest tube (P = .05), and higher MAIFRAT score (P < .01). The fallers were younger (62 v 66; P = .04), had a longer IPR stay (13 v 9; P = .03), and had a lower Charlson comorbidity index (6 v 8; P < .01). CONCLUSION The frequency and degree of harm for falls in the IPR unit were less than previous studies, which suggests that mobilization for these patients with cancer is safe. The presence of certain medical devices may contribute to fall risk, and more research is needed to better prevent falls in this higher-risk subgroup.
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Affiliation(s)
- Ekta Gupta
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jegy M. Tennison
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ki Y. Shin
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack B. Fu
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Aline Rozman de Moraes
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Bryan Fellman
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Eduardo Bruera
- Department of Palliative, Rehabilitation and Integrative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
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Morris ME, Webster K, Jones C, Hill AM, Haines T, McPhail S, Kiegaldie D, Slade S, Jazayeri D, Heng H, Shorr R, Carey L, Barker A, Cameron I. Interventions to reduce falls in hospitals: a systematic review and meta-analysis. Age Ageing 2022; 51:6581612. [PMID: 35524748 PMCID: PMC9078046 DOI: 10.1093/ageing/afac077] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Falls remain a common and debilitating problem in hospitals worldwide. The aim of this study was to investigate the effects of falls prevention interventions on falls rates and the risk of falling in hospital. DESIGN Systematic review and meta-analysis. PARTICIPANTS Hospitalised adults. INTERVENTION Prevention methods included staff and patient education, environmental modifications, assistive devices, policies and systems, rehabilitation, medication management and management of cognitive impairment. We evaluated single and multi-factorial approaches. OUTCOME MEASURES Falls rate ratios (rate ratio: RaR) and falls risk, as defined by the odds of being a faller in the intervention compared to control group (odds ratio: OR). RESULTS There were 43 studies that satisfied the systematic review criteria and 23 were included in meta-analyses. There was marked heterogeneity in intervention methods and study designs. The only intervention that yielded a significant result in the meta-analysis was education, with a reduction in falls rates (RaR = 0.70 [0.51-0.96], P = 0.03) and the odds of falling (OR = 0.62 [0.47-0.83], P = 0.001). The patient and staff education studies in the meta-analysis were of high quality on the GRADE tool. Individual trials in the systematic review showed evidence for clinician education, some multi-factorial interventions, select rehabilitation therapies, and systems, with low to moderate risk of bias. CONCLUSION Patient and staff education can reduce hospital falls. Multi-factorial interventions had a tendency towards producing a positive impact. Chair alarms, bed alarms, wearable sensors and use of scored risk assessment tools were not associated with significant fall reductions.
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Affiliation(s)
- Meg E Morris
- La Trobe University Academic and Research Collaborative in Health, Melbourne, Victoria, Australia,The Victorian Rehabilitation Centre, Healthscope, Glen Waverley, Victoria, Australia,Address correspondence to: Meg E. Morris, La Trobe University, Bundoora, Victoria 3186, Australia.
| | - Kate Webster
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Australia
| | - Cathy Jones
- La Trobe University Academic and Research Collaborative in Health, Melbourne, Victoria, Australia
| | - Anne-Marie Hill
- Western Australian Centre for Health & Ageing, School of Allied Health, The University of Western Australia, Perth, Western Australia, Australia
| | - Terry Haines
- School of Primary and Allied Health Care, Monash University, Melbourne, Victoria, Australia
| | - Steven McPhail
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health & Social Work, Queensland University of Technology, Brisbane, Queensland, Australia Australia,Digital Health and Informatics Directorate, Metro South Health, Brisbane, Queensland, Australia
| | - Debra Kiegaldie
- Holmesglen Institute and Monash University, Melbourne, Victoria, Australia
| | - Susan Slade
- La Trobe University Academic and Research Collaborative in Health, Melbourne, Victoria, Australia
| | - Dana Jazayeri
- La Trobe University Academic and Research Collaborative in Health, Melbourne, Victoria, Australia
| | - Hazel Heng
- La Trobe University Academic and Research Collaborative in Health, Melbourne, Victoria, Australia
| | - Ronald Shorr
- Geriatric Research Education and Clinical Center, Malcom Randall VAMC, Department of Epidemiology, University of Florida, Gainesville, FL, USA,Department of Epidemiology, University of Florida, Gainesville, FL, USA
| | - Leeanne Carey
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Australia,Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia
| | - Anna Barker
- School of Primary and Allied Health Care, Monash University, Melbourne, Victoria, Australia,Silver Chain, Melbourne, Victoria, Australia
| | - Ian Cameron
- John Walsh Centre for Rehabilitation Research, Northern Sydney Local Health District and The University of Sydney, Sydney, NSW, Australia
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Cooke M, de la Fuente M, Stringfield C, Sullivan K, Brassil R, Thompson J, Allen DH, Granger BB, Reynolds SS. The Impact of Nurse Staffing on Falls Performance within a Healthcare System: A Descriptive Study. J Nurs Manag 2022; 30:750-757. [PMID: 35118745 DOI: 10.1111/jonm.13555] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 01/19/2022] [Accepted: 02/01/2022] [Indexed: 11/26/2022]
Abstract
AIM The purpose of this study was to examine the impact of nurse staffing on inpatient falls performance across a multi-hospital system. BACKGROUND Evidence to support which staffing variables influence fall performance so that healthcare organizations can better allocate resources is lacking. METHOD A descriptive study design was used to analyze the impact of nurse staffing and falls performance, with units dichotomized as either high or low performing based on national benchmarking data. The impact was evaluated using 10 nurse staffing variables. RESULTS A total of 9 units were included (5 high and 4 low performing). Higher performing units showed less use of sitters and travelers, had fewer nurses working overtime hours, and employed more expert-level clinical nurses and combined nursing assistant/health unit coordinator positions, than lower performing units. CONCLUSION Findings provide evidence of how staffing variables affect a unit's falls performance. While significant relationships were found, further evaluation is needed to explore the relationship of staffing variables and quality outcomes. IMPLICATIONS FOR NURSING MANAGEMENT Nursing managers may consider trying to reduce use of sitters and travelers, and utilize innovative staffing models, such as using combined nursing assistant/health unit coordinator positions, to help improve their falls performance.
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