|Year : 2021 | Volume
| Issue : 3 | Page : 133-140
Exploring effective factors in reducing the fall of hospitalized patients: A systematic review
Sayedeh Somayyeh Mousavipour1, Davoud Khorasani Zavareh2, Fatemeh Nouri1, Abbas Ebadi3, Mahnaz Saremi4, Mousa Jabbari5, Zohre Ghomian1, Reza Mohammadi6
1 Department of Health in Emergencies and Disasters, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
2 Department of Health in Emergencies and Disasters, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences; Workplace Health Promotion Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
3 Behavioral Sciences Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences; Department of Nursing Management, Nursing Faculty, Baqiyatallah University of Medical Sciences, Tehran, Iran
4 Department of Ergonomics, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
5 Workplace Health Promotion Research Center, Shahid Beheshti University of Medical Sciences; Department of Occupational Health and Safety, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
6 Department of Neurobiology, Division of Family Medicine and Primary Care, Care Sciences and Society (NVS), Huddinge, Sweden
|Date of Submission||02-Dec-2020|
|Date of Decision||04-Jan-2021|
|Date of Acceptance||19-May-2021|
|Date of Web Publication||11-Oct-2021|
Prof. Davoud Khorasani Zavareh
Workplace Health Promotion Research Center, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran
Source of Support: None, Conflict of Interest: None
Background and Objectives: Patient's fall is one of the factors threatening a patient's health in hospitals and medical centers, which in some cases can lead to disability or death. Therefore, this study was conducted to systematically examine the factors affecting the reduction of patient falls in the hospital. Materials and Methods: This systematic review was conducted to identify the factors affecting the reduction of patient's fall in the hospitals based on the Prisma protocol. On this basis, all English-language articles published in this field from 1990 to the end of September 2019 were extracted during a search in four international databases and publishers including Web of Science, PubMed, Scopus, Science Direct, and Google Scholar. Articles were searched and screened by three researchers independently and finally, the extracted articles were analyzed and classified through thematic content analysis. Results: According to the Prisma protocol, 6227 studies were extracted, of which 32 studies were finally included in the study process. Then, the thematic analysis of the studies showed that factors such as education, exercise, attention to physiological factors and treatment of the disease, environmental safety, use of fall detection device, and patient risk assessment were effective in reducing falls. Conclusions: The findings show that existing approaches to reduce falls have a favorable role. It is necessary to use several methods of fall prevention at the same time, in order to control most aspects and factors affecting the fall and reduce the rate of fall.
Keywords: Fall, patient, prevention, systematic review
|How to cite this article:|
Mousavipour SS, Khorasani Zavareh D, Nouri F, Ebadi A, Saremi M, Jabbari M, Ghomian Z, Mohammadi R. Exploring effective factors in reducing the fall of hospitalized patients: A systematic review. Arch Trauma Res 2021;10:133-40
|How to cite this URL:|
Mousavipour SS, Khorasani Zavareh D, Nouri F, Ebadi A, Saremi M, Jabbari M, Ghomian Z, Mohammadi R. Exploring effective factors in reducing the fall of hospitalized patients: A systematic review. Arch Trauma Res [serial online] 2021 [cited 2021 Dec 3];10:133-40. Available from: https://www.archtrauma.com/text.asp?2021/10/3/133/328031
| Introduction|| |
Patient falls in the hospital are common and one of the concerns of patients, family, and health-care system that can eventually lead to injury, disability, and in some cases death of patients., According to the World Health Organization, a fall is an event that causes an individual to descend or drop unintentionally to the ground or to a lower level. The National Database of Nursing Quality Indicators also defines a fall as follows: falling to the ground with or without injury. The prevalence of falls in patients varies in different parts of the world, so that in review studies, this rate has been reported between 2.2% and 25%.,, It is also estimated at 3.3%–11.5% per 1000 patients each day in the USA. Falls occur frequently among hospitalized patients and are recurrent and can lead to adverse physical and psychological consequences in patients. These consequences include injury, disability, increased hospital stay, death; if the fallen patient left uninjured, factors such as fear of falling, stress, anxiety, depression, and decreased physical activity are considerable. They affect a person's life and if they need care by family members or health personnel, they are prone to emotional reactions that can affect the individual's independence and rehabilitation. Among patients who fall, 28% result in bruising and minor injuries, 11.4% result in severe soft-tissue injury, 5% can cause bone fractures, and 2% can cause concussions, which can lead to hematoma, disability, or death. Also, falling in the hospital leads to increasing the length of stay of the patient in the hospital and increasing the costs related to the fall of the patient, including the cost of hospitalization, the cost of hospital care, and rehabilitation costs.,,, Various factors are effective in increasing the number of patient's falling in the hospital, which are divided into two categories: individual factors and environmental factors. Individual factors influencing the falls are: age (especially over 60 years), history of falls, inability to walk, incontinence or frequent urination, medication and medication changes, hypotension, mental illness, behavioral disorders, vision problems, muscle weakness, and imbalance. Moreover, environmental factors affecting the fall of patients include low light, uneven floor, presence of an object in the floor, and excessive height of the chair or bed.,,,, Examination of environmental factors affecting the fall has shown that about 50% to 70% of the fall cases occurred next to a hospital bed or chair and 20% in the hallway, bathroom, etc. Although some of these factors, such as age, are adjustable, controlling other factors can reduce falls and prevent adverse consequences.,, As mentioned, the fall is caused by the interaction of several factors. Throughout the world, various approaches have been used to prevent and reduce patient's fall in hospitals, each of which has reduced patients' fall rate by observing specific principles and rules. These include the implementation of educational and behavioral programs such as exercise in the hospital, securing the hospital environment such as bed height and wheelchair use, fall risk assessment in patients, and management of patient medication.,, In general, in line with the four phases of the disaster management cycle, the importance of the prevention phase as the first stage in the risk management process in hospitals is very important. Also, considering that the patient's fall in the hospital occurs frequently and is considered as an emergency, the need to prevent and intervene for reduction of the patients' falling repetition, in the hospital in recent decades has attracted more attention in the field of patient control and safety in the world. Therefore, the present study aimed to identify the factors affecting the reduction of falls among hospitalized patients in the form of a systematic review, in order to identify approaches to prevent falls in patients, and to reduce the vulnerability of hospitalized patients, and finally to take an effective step in promoting the health of community.
| Materials and Methods|| |
This systematic review was performed to identify the factors affecting the reduction of patient falls. The papers were selected based on Prisma guidelines for systematic review. Then, using a thematic content analysis method, the articles were divided based on the findings. All stages of the research, including search, selection of studies, quality assessment of articles, and data extraction, were performed by the research team using the search method. The protocol of this study has been registered in the protocol registration system (PROSPERO) with the code CRD42020161328.
Articles were researched by three researchers, independently. Accordingly, all English-language articles published from 1990 to the end of September 2019 in electronic databases (Web of Science, PubMed, Scopus, and Science Direct) and Google Scholar web, key journals, gray resources, and other sources were investigated. To search for synonymous words from the point of view of experts, the websites of medical topics, the dictionary of synonyms, and keywords in articles related to the research topic were applied. The AND and OR operators were used to write the syntax. The syntax was written for each database separately. For example in PubMed database was (((((((((((((((fall* [Title/Abstract]) OR slip* [Title/Abstract]) OR “fall Injury” [Title/Abstract]) OR (injury [Title/Abstract] AND fall[Title/Abstract])) OR “Falling down”) OR “falling factor”) OR (factor* [Title/Abstract] AND falling* [Title/Abstract])) OR “falling index”) OR (index * AND falling)) OR “accidental fall”) OR (accidental * AND fall))) AND (((((hospital* [Title/Abstract]) OR “Health care Service” [Title/Abstract]) OR “Health service” [Title/Abstract]) OR “Health Facility” [Title/Abstract]) OR “Health center” [Title/Abstract])) AND (((((((patient * [Title/Abstract]) OR client[Title/Abstract]) OR inpatient[Title/Abstract]) OR sick[Title/Abstract]) OR “Hospitalized patient” [Title/Abstract]) OR “in-patient” [Title/Abstract]) OR hospitalization[Title/Abstract])) AND (((((((prevention* [Title/Abstract]) OR decrease[Title/Abstract]) OR reduce[Title/Abstract]) OR reduction[Title/Abstract]) OR decline[Title/Abstract]) OR restraint[Title/Abstract]) OR abatement[Title/Abstract])) AND (“1990/01/01” [Date-Publication]: “2019/09/30” [Date-Publication]). In order to avoid reporting bias, we have tried to pay attention to unpublished materials and reports. Extensive searches have been conducted to avoid citation bias and to prevent multiple publication bias, we have used resource management software such as End Note. All published English-language articles that mentioned the effective factors in reducing the fall of hospitalized patients and the consequences of fall prevention intervention were included in the study, and studies that were not about the strategies for patient fall reduction, and studies that examined fall outside the hospital as well as articles published in non-English languages were excluded. The quality of the articles was assessed, using the STROBE checklist) for observational studies) and CASP checklist (for qualitative and interventional studies). Data extraction was performed by completing a preprepared data sheet (including author, year of publication, place of study, type of study, falls prevention method, and summary of findings). Data analysis was conducted using the five-step thematic analysis method, which included familiarity with the data, creating basic code, searching for themes, reviewing themes, and defining themes.
| Results|| |
In this study, 6227 studies were extracted from databases. Initially, study records were analyzed by the resource management software (EndNote X7 ™, Thomson Reuters, Thomson Reuters released EndNote® X7.5 Windows) and 2122 articles were removed from the study due to be repetitive. Then, by reviewing the titles and abstracts of articles, 3810 articles were excluded from the study due to irrelevance, and after reviewing the full text of articles, 263 more articles were deleted, due to lack of review of fall prevention approaches in patients. Also, 32 articles had inclusion criteria that were entered into the review process and subjected to thematic content analysis. Results of studies conducted between 1994 and 2019 on the prevention of patient falls in the hospital were investigated [Table 1].
|Table 1: General characteristics of the studied articles for identifying effective factors in reducing the fall of hospitalized patients in the systematic review|
Click here to view
Thematic content analysis of the studies revealed that various approaches to fall prevention have been evaluated around the world, each covering specific aspects of falls and reducing the specific rate of falls. Patient fall is a multidimensional event and various factors involve in its occurrence, and therefore interdisciplinary falls prevention is essential in hospitals. In general, the findings were divided into two main groups and six subgroups, which include human factors (education, exercise, and physiological factors) and organizational management factors (environmental safety, fall detection device, and fall risk assessment) [Table 2]. It is necessary and effective to use a set of measures in the hospital to prevent the patient from falling. In the following, we will discuss each of the thematic groups in detail.
|Table 2: Factors related to human and organizational management in identifying effective factors in reducing the fall of hospitalized patients based on a systematic review|
Click here to view
| Discussion|| |
Systematic review of articles has shown that various methods in the field of fall prevention have been evaluated in the world, each of which covers specific aspects of falls and reduces the specific rate of falls. They include education, exercise, control of physiological factors and treatment of disease, environmental safety, fall prevention diagnostic device, and fall risk assessment.
The findings of our study show that the use of education approach has a positive role in preventing patient falls in the hospitals, and that it is necessary for nursing staff, patients, and their companions to be aware of the fall risk factors and the ways to prevent them. Studies have revealed that having educational programs and educational intervention by occupational therapists, especially nurses and the trained students in the field of falls to patients, and teaching methods of fall prevention and self-protection lead to a reduction of events. Also, in the study of the fall process for patients, especially patients with a history of falls, it has been proved that controlling environmental factors, performing physiotherapy programs, helping and educating patients in the field of using assistive devices, daily eating, taking medication, tidying up beds, etc., have been effective in reducing patients' falls.,,,, Also, the results of studies have shown that the implementation of training programs electronically and through the media for nurses and educating patients on the principles of fall prevention through posters, handbooks, CDs, and brochures lead to an increase in their activities without the need for help and reduction of falls among patients.,,,, In general, it is necessary to implement training programs in the field of fall prevention in the following five sections: fall risk screening, fall prevention strategies, postfall assessment and management methods, and clinical documents related to falls in hospitals.
Another important finding of the present study is the role of exercise in preventing falls among the hospitalized patients. Because, one of the factors affecting the fall of the patients is unfavorable physical conditions, so that patients, especially those who are hospitalized for a long time, suffer from weakened muscle and skeletal strength, thus exercise interventions in hospital are essential. Studies have proved that implementation of exercise program for hospital patients in a few sessions per week by a physiotherapist reduces the number of falls. Exercise increases flexibility and strength of muscles as well as cardiovascular fitness, stability in walking, and stability in physiological and metabolic conditions of the body. It also maintains the body balance and prevents from falling., Studies have confirmed the role of exercise in reducing falls, and it has been recommended that exercise and correctional activities in the hospital to be performed by physiotherapists and the trained personnel.,,,,, Therefore, it seems that hospitals need to provide conditions for patients to perform and increase physical activities during hospitalization. Findings of studies show that for patients who are not able to increase physical activity due to the disease conditions, timely and correct alternative methods and rehabilitation medicine should be used.,, So, focusing on rehabilitation medicine in addition to reducing the patient's muscle wasting can be effective in reducing patients' fall, as a latter consequence.
Our study showed that attention and control of the patient's physiological factors, proper treatment of the patient, adjustment, and correct use of medication can prevent the complications of the disease, and consequently reduce the patient's fall. Studies have confirmed that careful evaluation and clinical and physiological measures are necessary because physiological changes in patients can increase their falling possibility. It has been also stated that the approach of substitutability and regulation of drugs, paying attention to the time of drug use when the patient needs less mobility, educating patients about drug use, monitoring physiological symptoms and diseases, and special attention to drugs that reduce consciousness and increase the patient's fall can play an effective role in reducing the problem.,,,,,
The findings show that one of the factors that play a crucial role in reducing patient falls in the hospital is the existence of a safe environment because if the hospital environment is not safe, by controlling other factors, patients' falls cannot be reduced to a desirable level. Studies have shown that environmental factors including suitable hospital floor, bedrail next to the bed, easy access to the bathroom, adequate light next to the bed at night, level floor and no stairs, proper height of the bed, availability of wheelchairs and canes, dry floor (not being wet), and using hip protectors can reduce the damage and fractures caused by falls and play an important role in reducing patients' falls in the hospital.,, Therefore, a safe environment is one of the basic needs of the hospital for patients and it is necessary to pay much attention. Studies reveal that special attention should be paid to the elderly in hospitals because they are not familiar with the environment, when entering the hospital environment; if there are obstacles and the environment is unsafe, they will fall. As a result, maintaining the standards of the hospital environment is essential to prevent the patient from falling.,,, In general, it is necessary for hospital officials to pay special attention to control environmental factors that can greatly reduce the fall of patients.
According to the findings of this study, the control of environmental factors by using a device to detect and prevent falls has been considered by many researchers. Fall detection and prevention devices contain audio, video, pressure, and vibration sensors that receive information about the patient's physical conditions. The data are analyzed and transmitted to the central system through a wireless system. If the patient is in inappropriate condition, the alarm system is activated and some of them even warn the patient about the physical conditions when he/she is moving with a cane and wheelchair, and prevent the collision with obstacles and environmental factors affecting the fall. Studies confirm that using fall detection devices in the patient's room and with the patient is useful to send a warning to the nurse or patient companions and prevent injury to the patient.,,, One of the disadvantages of devices that require the installation of cameras is that they may affect the patient's privacy and reduce the patient's activities. In general, the use of these approaches can reduce patient falls, but it has not been confirmed in all studies. In a study conducted in 2012, the use of bedside alarms in the hospital in the area from the hip to the patient's shoulder line was examined, so that whenever the patient was at risk of falling, more pressure was applied to this area and an alarm was sounded in the nursing office. This method was not efficient in reducing patients' falls. In the hospital bedside alarm method, warning about the falling patient to the staff or companions can prevent the fall when the staff or companion of the patient immediately come to the aid of the patient, but in case of delay, the patient will fall and injure.
Based on the results of the present study, another method of reducing patient falls in the hospital is fall risk assessment. As mentioned earlier, falls have different aspects and are affected by various factors, and the use of specialized tools by nurses, physicians, and specialists is necessary to assess the risk of the patient falling and to control it. Accordingly, only by evaluating and controlling one aspect, fall cannot be greatly reduced and the emphasis on using interdisciplinary fall prevention approach is the most desirable way to prevent patients from falling in hospitals. In other studies, the use of interdisciplinary fall prevention and multidisciplinary team approaches has reduced the number of patient falls in the hospital and it is recommended to use them to reduce patients' falls.,,,,,,,,,,,,,,, Studies have also confirmed that the assessment of the risk of falls in patients and the implementation of effective interventions, led to a reduction of injuries caused by falls in patients.,,,,,, In general, as studies revealed, initial assessment of the patient and review of patient fall indicators by caregivers and intervention measures are necessary at each shift, and interventions should be recorded to determine the next intervention measures to prevent the patient from falling. Limitations of our study included studies for which full text was not available and articles were published in non-English languages.
| Conclusions|| |
In general, fall is affected by various individual and environmental factors, some of which are adjustable and some are not. As a result, fall prevention is not possible perfectly, but the existing interdisciplinary approaches in the field of fall prevention have played an effective role in fall reduction. It is recommended to use several fall prevention methods at the same time because in this approach, most aspects and factors affecting the fall are examined and controlled, and as a result, the fall rate can be reduced in a more favorable way and higher rates.
Financial support and sponsorship
This study was financially and officially supported by Shahid Beheshti University of Medical Sciences, Tehran, Iran, with ethics ID IR. SBMU. PHNS. REC.1399.202.
Conflicts of interest
There are no conflicts of interest.
| References|| |
Oliver D, Connelly JB, Victor CR, Shaw FE, Whitehead A, Genc Y, et al.
Strategies to prevent falls and fractures in hospitals and care homes and effect of cognitive impairment: Systematic review and meta-analyses. BMJ 2007;334:82.
Oliver D, Healey F, Haines TP. Preventing falls and fall-related injuries in hospitals. Clin Geriatr Med 2010;26:645-92.
Miake-Lye IM, Hempel S, Ganz DA, Shekelle PG. Inpatient fall prevention programs as a patient safety strategy: A systematic review. Ann Intern Med 2013;158:390-6.
Healey F, Oliver D, Milne A, Connelly JB. The effect of bedrails on falls and injury: A systematic review of clinical studies. Age Ageing 2008;37:368-78.
Spoelstra SL, Given BA, Given CW. Fall prevention in hospitals: An integrative review. Clin Nurs Res 2012;21:92-112.
Coussement J, De Paepe L, Schwendimann R, Denhaerynck K, Dejaeger E, Milisen K. Interventions for preventing falls in acute-and chronic-care hospitals: A systematic review and meta-analysis. J Am Geriatr Soc 2008;56:29-36.
Healey F, Scobie S, Oliver D, Pryce A, Thomson R, Glampson B. Falls in English and Welsh hospitals: A national observational study based on retrospective analysis of 12 months of patient safety incident reports. Qual Saf Health Care 2008;17:424-30.
Chen JS, Simpson JM, March LM, Cameron ID, Cumming RG, Lord SR, et al.
Risk factors for fracture following a fall among older people in residential care facilities in Australia. J Am Geriatr Soc 2008;56:2020-6.
Oliver D, Papaioannou A, Giangregorio L, Thabane L, Reizgys K, Foster G. A systematic review and meta-analysis of studies using the STRATIFY tool for prediction of falls in hospital patients: How well does it work? Age Ageing 2008;37:621-7.
Tzeng HM, Yin CY. Nurses' solutions to prevent inpatient falls in hospital patient rooms. Nurs Econ 2008;26:179-87.
Lakatos BE, Capasso V, Mitchell MT, Kilroy SM, Lussier-Cushing M, Sumner L, et al.
Falls in the general hospital: Association with delirium, advanced age, and specific surgical procedures. Psychosomatics 2009;50:218-26.
Tinetti ME. Multifactorial fall-prevention strategies: Time to retreat or advance. J Am Geriatr Soc 2008;56:1563.
Dykes PC, Carroll DL, Hurley A, Lipsitz S, Benoit A, Chang F, et al.
Fall prevention in acute care hospitals: A randomized trial. JAMA 2010;304:1912-8.
Krauss MJ, Nguyen SL, Dunagan WC, Birge S, Costantinou E, Johnson S, et al.
Circumstances of patient falls and injuries in 9 hospitals in a mid-Western healthcare system. Infect Control Hosp Epidemiol 2007;28:544-50.
MacCulloch PA, Gardner T, Bonner A. Comprehensive fall prevention programs across settings: A review of the literature. Geriatr Nurs 2007;28:306-11.
Choi YS, Lawler E, Boenecke CA, Ponatoski ER, Zimring CM. Developing a multi-systemic fall prevention model, incorporating the physical environment, the care process and technology: A systematic review. J Adv Nurs 2011;67:2501-24.
Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP, et al.
The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. PLoS Med 2009;6:e1000100.
Haines TP, Bennell KL, Osborne RH, Hill KD. Effectiveness of targeted falls prevention programme in subacute hospital setting: Randomised controlled trial. BMJ 2004;328:676.
Häggqvist B, Stenvall M, Fjellman-Wiklund A, Westerberg K, Lundin-Olsson L. “The balancing act” – Licensed practical nurse experiences of falls and fall prevention: A qualitative study. BMC Geriatr 2012;12:62.
Alexander D, Kinsley TL, Waszinski C. Journey to a safe environment: Fall prevention in an emergency department at a level I trauma center. J Emerg Nurs 2013;39:346-52.
Hill AM, McPhail SM, Francis-Coad J, Waldron N, Etherton-Beer C, Flicker L, et al.
Educators' perspectives about how older hospital patients can engage in a falls prevention education programme: A qualitative process evaluation. BMJ Open 2015;5:e009780.
Williams C, Bowles KA, Kiegaldie D, Maloney S, Nestel D, Kaplonyi J, et al.
Establishing the effectiveness, cost-effectiveness and student experience of a Simulation-based education Training program On the Prevention of Falls (STOP-Falls) among hospitalised inpatients: A protocol for a randomised controlled trial. BMJ Open 2016;6:e010192.
Harper KJ, Barton AD, Arendts G, Edwards DG, Petta AC, Celenza A. Controlled clinical trial exploring the impact of a brief intervention for prevention of falls in an emergency department. Emerg Med Australas 2017;29:524-30.
Twibell RS, Siela D, Sproat T, Coers G. Perceptions related to falls and fall prevention among hospitalized adults. Am J Crit Care 2015;24:e78-85.
Yates KM, Creech Tart R. Acute care patient falls: Evaluation of a revised fall prevention program following comparative analysis of psychiatric and medical patient falls. Appl Nurs Res 2012;25:68-74.
Yu X, editor, Approaches and principles of fall detection for elderly and patient. In: Health Com 2008-10th
International Conference on e-health Networking, Applications and Services. Singapore: IEEE; 2008.
Doukas C, Maglogiannis I, editors. Advanced patient or elder fall detection based on movement and sound data. In: 2008 Second International Conference on Pervasive Computing Technologies for Healthcare. Tampere, Finland: IEEE; 2008.
Shorr RI, Chandler AM, Mion LC, Waters TM, Liu M, Daniels MJ, et al.
Effects of an intervention to increase bed alarm use to prevent falls in hospitalized patients: A cluster randomized trial. Ann Intern Med 2012;157:692-9.
Glab KL, Wooding FG, Tuiskula KA. Medication-related falls in the elderly: Mechanisms and prevention strategies. Consult Pharm 2014;29:413-7.
Koh SS, Manias E, Hutchinson AM, Johnston L. Fall incidence and fall prevention practices at acute care hospitals in Singapore: A retrospective audit. J Eval Clin Pract 2007;13:722-7.
Krauss MJ, Tutlam N, Costantinou E, Johnson S, Jackson D, Fraser VJ. Intervention to prevent falls on the medical service in a teaching hospital. Infect Control Hosp Epidemiol 2008;29:539-45.
Dykes PC, Carroll DL, Hurley A, Gersh-Zaremski R, Kennedy A, Kurowski J, et al
., editors. Fall TIPS: Strategies to promote adoption and use of a fall prevention toolkit. In: AMIA Annual Symposium Proceedings. Washington: American Medical Informatics Association; 2009.
Carroll DL, Dykes PC, Hurley AC. An electronic fall prevention toolkit: Effect on documentation quality. Nurs Res 2012;61:309-13.
Stevens JA. The STEADI tool kit: A fall prevention resource for health care providers. IHS Prim Care Provid 2013;39:162-6.
Vassallo M, Vignaraja R, Sharma JC, Hallam H, Binns K, Briggs R, et al.
The effect of changing practice on fall prevention in a rehabilitative hospital: The Hospital Injury Prevention Study. J Am Geriatr Soc 2004;52:335-9.
Hurley AC, Dykes PC, Carroll DL, Dykes JS, Middleton B. Fall TIP: Validation of icons to communicate fall risk status and tailored interventions to prevent patient falls. Stud Health Technol Inform 2009;146:455-9.
Zuyev L, Benoit AN, Chang FY, Dykes PC. Tailored prevention of inpatient falls: development and usability testing of the fall tips toolkit. Comput Inform Nurs 2011;29:93.
Wong EL, Woo J, Cheung AW, Yeung PY. Determinants of participation in a fall assessment and prevention programme among elderly fallers in Hong Kong: Prospective cohort study. J Adv Nurs 2011;67:763-73.
Sweeting HL. Patient fall prevention-a structured approach. J Nurs Manage 1994;2:187-92.
Von Renteln-Kruse W, Krause T. Incidence of in-hospital falls in geriatric patients before and after the introduction of an interdisciplinary team-based fall-prevention intervention. J Am Geriatr Soc 2007;55:2068-74.
Barker AL, Morello RT, Wolfe R, Brand CA, Haines TP, Hill KD, et al.
6-PACK programme to decrease fall injuries in acute hospitals: Cluster randomised controlled trial. BMJ 2016;352:h6781.
O'Connell B, Myers H. A failed fall prevention study in an acute care setting: Lessons from the swamp. Int J Nurs Pract 2001;7:126-30.
Spano-Szekely L, Winkler A, Waters C, Dealmeida S, Brandt K, Williamson M, et al.
Individualized fall prevention program in an acute care setting: An evidence-based practice improvement. J Nurs Care Qual 2019;34:127-32.
Delahoz YS, Labrador MA. Survey on fall detection and fall prevention using wearable and external sensors. Sensors (Basel) 2014;14:19806-42.
Schwendimann R, Bühler H, De Geest S, Milisen K. Falls and consequent injuries in hospitalized patients: Effects of an interdisciplinary falls prevention program. BMC Health Serv Res 2006;6:69.
Knight H, Lee JK, Ma H, editors. Chair Alarm for patient fall prevention based on gesture recognition and interactivity. In: 2008 30th
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vancouver, BC, Canada: IEEE; 2008.
Johnson M, Kelly L, Siric K, Tran DT, Overs B. Improving falls risk screening and prevention using an e-learning approach. J Nurs Manage 2015;23:910-9.
Haines TP, Hill KD, Bennell KL, Osborne RH. Patient education to prevent falls in subacute care. Clin Rehabil 2006;20:970-9.
Donald IP, Pitt K, Armstrong E, Shuttleworth H. Preventing falls on an elderly care rehabilitation ward. Clin Rehabil 2000;14:178-85.
Hempel S, Newberry S, Wang Z, Booth M, Shanman R, Johnsen B, et al.
Hospital fall prevention: A systematic review of implementation, components, adherence, and effectiveness. J Am Geriatr Soc 2013;61:483-94.
Sinaki M. Exercise for patients with osteoporosis: Management of vertebral compression fractures and trunk strengthening for fall prevention. PM R 2012;4:882-8.
Province MA, Hadley EC, Hornbrook MC, Lipsitz LA, Miller JP, Mulrow CD, et al.
The effects of exercise on falls in elderly patients. A preplanned meta-analysis of the FICSIT Trials. Frailty and Injuries: Cooperative Studies of Intervention Techniques. JAMA 1995;273:1341-7.
Doshi VS, Say JH, Young SH, Doraisamy P. Complications in stroke patients: A study carried out at the Rehabilitation Medicine Service, Changi General Hospital. Singapore Med J 2003;44:643-52.
Cheng PT, Wu SH, Liaw MY, Wong AM, Tang FT. Symmetrical body-weight distribution training in stroke patients and its effect on fall prevention. Arch Phys Med Rehabil 2001;82:1650-4.
Rusin MJ. Stroke rehabilitation: A geropsychological perspective. Arch Phys Med Rehabil 1990;71:914-22.
Perell KL, Nelson A, Goldman RL, Luther SL, Prieto-Lewis N, Rubenstein LZ. Fall risk assessment measures: An analytic review. J Gerontol A Biol Sci Med Sci 2001;56:M761-6.
Latt MD, Lord SR, Morris JG, Fung VS. Clinical and physiological assessments for elucidating falls risk in Parkinson's disease. Mov Disord 2009;24:1280-9.
Oliver D. Preventing falls and fall injuries in hospital: A major risk management challenge. Clin Risk 2007;13:173-8.
Doukas C, Maglogiannis I, Tragas P, Liapis D, Yovanof G, editors. Patient fall detection using support vector machines. In: IFIP International Conference on Artificial Intelligence Applications and Innovations. Nature Switzerland: Springer; 2007.
Oliver D, Hopper A, Seed P. Do hospital fall prevention programs work? A systematic review. J Am Geriatr Soc 2000;48:1679-89.
Fortinsky RH, Baker D, Gottschalk M, King M, Trella P, Tinetti ME. Extent of implementation of evidence-based fall prevention practices for older patients in home health care. J Am Geriatr Soc 2008;56:737-43.
[Table 1], [Table 2]