National Healthcare Quality and Disparities Report
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Topics
- Adverse Events (2)
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- (-) Falls (14)
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 14 of 14 Research Studies DisplayedShear K, Rice H, Garabedian PM
Management of fall risk among older adults in diverse primary care settings.
The purpose of this study was to describe how urban and rural primary care staff and older adults manage fall risk and factors relevant to the application of computerized clinical decision support (CCDS). METHODS: Interviews, contextual inquiries, and workflow observations were analyzed. The study found that participants valued fall prevention and described similar approaches. Variations in available resources existed between rural and urban locations. Participants wanted evidence-based guidance incorporated into workflows to bridge gaps in skills.
AHRQ-funded; HS027557.
Citation: Shear K, Rice H, Garabedian PM .
Management of fall risk among older adults in diverse primary care settings.
J Appl Gerontol 2023 Nov; 42(11):2219-32. doi: 10.1177/07334648231185757..
Keywords: Falls, Elderly, Primary Care, Rural Health, Rural/Inner-City Residents
Hekman DJ, Cochran AL, Maru AP
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.
This article described a research protocol for evaluating the effectiveness of an automated screening and referral intervention tool for patients receiving falls risk intervention. The study will attempt to quantify the impact of a machine learning (ML) clinical decision support intervention on patient behavior and outcomes. The primary analysis will obtain referral completion rates from different emergency departments. The findings will inform ongoing discussion on the use of ML and artificial intelligence to augment medical decision-making.
AHRQ-funded; HS027735.
Citation: Hekman DJ, Cochran AL, Maru AP .
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 Aug 3; 12:e48128. doi: 10.2196/48128..
Keywords: Clinical Decision Support (CDS), Emergency Department, Health Information Technology (HIT), Elderly, Falls
Shear K, Rice H, Garabedian PM
Usability testing of an interoperable computerized clinical decision support tool for fall risk management in primary care.
The purpose of this study was to conduct usability testing of the ASPIRE fall risk management tool for use in divergent primary care clinics. Participants recruited from two sites with different electronic health records and clinical organizations used ASPIRE across two clinical scenarios; they rated ASPIRE usability as above average, based on usability benchmarks. Time spent on tasks decreased significantly between the first and second scenarios, indicating ease of learnability. The authors conclude that ASPIRE could be integrated into diverse organizations, since it allows a tailored implementation without the need to build a new system for each organization. ASPIRE is therefore well positioned to impact the challenge of falls at scale.
AHRQ-funded; HS027557.
Citation: Shear K, Rice H, Garabedian PM .
Usability testing of an interoperable computerized clinical decision support tool for fall risk management in primary care.
Appl Clin Inform 2023 Mar;14(2):212-26. doi: 10.1055/a-2006-4936.
Keywords: Clinical Decision Support (CDS), Shared Decision Making, Health Information Technology (HIT), Falls, Primary Care, Risk, Prevention
Dykes PC, Curtin-Bowen M, Lipsitz S
Cost of inpatient falls and cost-benefit analysis of implementation of an evidence-based fall prevention program.
The financial implications of patient falls within healthcare settings, a primary cause of nonreimbursable negative incidents, have not been thoroughly investigated. The aim of this study was to determine the expenses related to inpatient falls and the potential cost savings achieved through the adoption of a proven fall prevention program. This economic assessment employed a matched case-control approach, utilizing results from an interrupted time series analysis that evaluated the alterations in fall rates after the introduction of an evidence-based fall prevention program to estimate inpatient fall expenses. Subsequently, an economic analysis was conducted to evaluate the cost advantages of implementing the program across two American healthcare systems from June 1, 2013, to August 31, 2019, in New York, New York, and Boston, Massachusetts. All adult patients admitted to the participating units were included in the analysis. Data analysis took place between October 2021 and November 2022. The fall prevention program, based on evidence, was introduced in 33 medical and surgical departments across eight hospitals. The primary outcome was the expense related to inpatient falls. Secondary outcomes included costs and savings linked to the evidence-based fall prevention program. The study found that the case-control study and economic analysis included 10,176 patients who experienced a fall event (with or without injury) and 29,161 matched controls without a fall event (51.9% aged 65-74 years, 67.1% White, and 53.6% male). Prior to the intervention, there were 2,503 falls and 900 injuries; following the intervention, there were 2,078 falls and 758 injuries. Based on a 19% decrease in falls and a 20% decrease in injury-causing falls from the beginning to the end of the post-intervention period, the economic analysis revealed that noninjurious and injurious falls led to cost increases of $35,365 and $36,776, respectively. The introduction of the evidence-based fall prevention program resulted in $14,600 in net avoided expenses for every 1000 patient-days.
AHRQ-funded; HS027557; HS025128
Citation: Dykes PC, Curtin-Bowen M, Lipsitz S .
Cost of inpatient falls and cost-benefit analysis of implementation of an evidence-based fall prevention program.
JAMA Health Forum 2023 Jan 6;4(1):e225125. doi: 10.1001/jamahealthforum.2022.5125.
Keywords: Falls, Healthcare Delivery, Evidence-Based Practice, Prevention
Zhou S, Kang H, Gong Y
Design a learning-oriented fall event reporting system based on Kirkpatrick model.
Patient fall has been a severe problem in healthcare facilities around the world due to its prevalence and cost. Routine fall prevention training programs are not as effective as expected. Using event reporting systems is the trend for reducing patient safety events such as falls, although some limitations of the systems exist at current stage. The authors of this paper summarized these limitations through literature review, and developed an improved web-based fall event reporting system.
AHRQ-funded; HS022895.
Citation: Zhou S, Kang H, Gong Y .
Design a learning-oriented fall event reporting system based on Kirkpatrick model.
Stud Health Technol Inform 2017;245:828-32..
Keywords: Falls, Health Information Technology (HIT), Patient Safety, Web-Based, Adverse Events
Yao B, Kang H, Miao Q
Leveraging event reporting through knowledge support: a knowledge-based approach to promoting patient fall prevention.
The authors constructed a knowledge base of fall events by combining expert-reviewed fall prevention solutions and then integrating them into a reporting system. The knowledge base enables timely and tailored knowledge support and thus will serve as a prevailing fall prevention tool. This effort holds promise in making knowledge acquisition and management a routine process for enhancing the reporting and understanding of patient safety events.
AHRQ-funded; HS022895.
Citation: Yao B, Kang H, Miao Q .
Leveraging event reporting through knowledge support: a knowledge-based approach to promoting patient fall prevention.
Stud Health Technol Inform 2017;245:973-77.
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Keywords: Adverse Events, Falls, Patient Safety, Prevention
Hoffman GJ, Hays RD, Shapiro MF
The costs of fall-related injuries among older adults: annual per-faller, service component, and patient out-of-pocket costs.
The researchers estimated expenditures for fall-related injuries (FRIs) among older Medicare beneficiaries. Estimated FRI expenditures were $9,389. Inpatient, physician/outpatient, skilled nursing facility, and home health comprised 31, 18, 39, and 12 percent of the total. OOP costs were $1,363. Expenditures for FRIs initially treated in inpatient/ED/outpatient settings were $21,424/$6,142/$8,622.
AHRQ-funded; HS000046.
Citation: Hoffman GJ, Hays RD, Shapiro MF .
The costs of fall-related injuries among older adults: annual per-faller, service component, and patient out-of-pocket costs.
Health Serv Res 2017 Oct;52(5):1794-816. doi: 10.1111/1475-6773.12554.
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Keywords: Elderly, Falls, Healthcare Costs, Medicare, Patient Safety
Patterson BW, Smith MA, Repplinger MD
Using chief complaint in addition to diagnosis codes to identify falls in the emergency department.
The researchers compared incidence of falls in an emergency department (ED) cohort using a traditional International Classification of Diseases, Ninth Revision (ICD-9) code-based scheme and an expanded definition that included chief complaint information. They concluded that identifying individuals in the ED who have fallen based on diagnosis codes underestimates the true burden of falls.
AHRQ-funded; HS024558.
Citation: Patterson BW, Smith MA, Repplinger MD .
Using chief complaint in addition to diagnosis codes to identify falls in the emergency department.
J Am Geriatr Soc 2017 Sep;65(9):E135-E40. doi: 10.1111/jgs.14982.
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Keywords: Falls, Emergency Medical Services (EMS), Emergency Department
Dykes PC, Duckworth M, Cunningham S
Pilot testing Fall TIPS (Tailoring Interventions for Patient Safety): a patient-centered fall prevention toolkit.
Patient falls during an acute hospitalization cause injury, reduced mobility, and increased costs. The laminated paper Fall TIPS Toolkit (Fall TIPS) provides clinical decision support at the bedside by linking each patient's fall risk assessment with evidence-based interventions. The investigators examined strategies to integrate this evidence into clinical practice. They concluded that engaging hospital and clinical leadership is critical in translating evidence-based care into clinical practice. They address and detail barriers to adoption of the protocol to provide guidance for spread to other institutions.
AHRQ-funded; HS025128.
Citation: Dykes PC, Duckworth M, Cunningham S .
Pilot testing Fall TIPS (Tailoring Interventions for Patient Safety): a patient-centered fall prevention toolkit.
Jt Comm J Qual Patient Saf 2017 Aug;43(8):403-13. doi: 10.1016/j.jcjq.2017.05.002..
Keywords: Clinical Decision Support (CDS), Shared Decision Making, Evidence-Based Practice, Falls, Hospitals, Injuries and Wounds, Inpatient Care, Patient Safety, Prevention, Risk, Tools & Toolkits
Galambos C, Rantz M, Back J
Older adults' perceptions of and preferences for a fall risk assessment system: exploring stages of acceptance model.
The study aim was to explore the perceptions and preferences of older adults and their family members about a fall risk assessment system. Using a qualitative approach, this study found that there was acceptance of the technology as participants adapted to it. Two themes were present across the five points in time-safety and usefulness. Five stages of acceptance emerged from the data from preinstallation to 2 years postinstallation.
AHRQ-funded; HS018477.
Citation: Galambos C, Rantz M, Back J .
Older adults' perceptions of and preferences for a fall risk assessment system: exploring stages of acceptance model.
Comput Inform Nurs 2017 Jul;35(7):331-37. doi: 10.1097/cin.0000000000000330.
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Keywords: Elderly, Falls, Risk, Patient Safety
Hanlon JT, Zhao X, Naples JG
Central nervous system medication burden and serious falls in older nursing home residents.
The researchers examined the association between CNS medication burden and serious falls in those with a recent fall history. They found that CNS medication burden, approximately 3 + standardized daily doses, was associated with an increased risk of serious falls in nursing home residents with recent fall.
AHRQ-funded; HS023779.
Citation: Hanlon JT, Zhao X, Naples JG .
Central nervous system medication burden and serious falls in older nursing home residents.
J Am Geriatr Soc 2017 Jun;65(6):1183-89. doi: 10.1111/jgs.14759.
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Keywords: Elderly, Falls, Medication, Nursing Homes, Patient Safety
Winters-Stone KM, Moe E, Graff JN
Falls and frailty in prostate cancer survivors: current, past, and never users of androgen deprivation therapy.
This study compared the prevalence of and association between falls and frailty of prostate cancer survivors (PCSs) who were current, past or never users of androgen deprivation therapy (ADT). It concluded that current and past exposure to ADT is linked to higher risk of falls and frailty than no treatment.
AHRQ-funded; HS022981.
Citation: Winters-Stone KM, Moe E, Graff JN .
Falls and frailty in prostate cancer survivors: current, past, and never users of androgen deprivation therapy.
J Am Geriatr Soc 2017 Jul;65(7):1414-19. doi: 10.1111/jgs.14795.
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Keywords: Cancer: Prostate Cancer, Cancer, Falls, Medication, Elderly
Hoffman GJ, Hays RD, Wallace SP
Depressive symptomatology and fall risk among community-dwelling older adults.
The directionality of observed relationship between falls and depressive symptoms (DS) is in need of elaboration given that cross-sectional study designs can yield biased estimates of the DS-falls relationship. This study found that the DS-falls relationship was not significant when use of psychiatric medications, which was positively associated with falls, was included in the model.
AHRQ-funded; HS000046.
Citation: Hoffman GJ, Hays RD, Wallace SP .
Depressive symptomatology and fall risk among community-dwelling older adults.
Soc Sci Med 2017 Apr;178:206-13. doi: 10.1016/j.socscimed.2017.02.020.
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Keywords: Depression, Elderly, Falls, Patient Safety, Risk
Hoffman GJ, Hays RD, Wallace SP
Receipt of caregiving and fall risk in US community-dwelling older adults.
The researchers examined whether receipt of low (0-13 weekly hours) and high levels (>/=14 weekly hours) of informal care or any formal care is associated with lower risk of falls and fall-related injuries (FRI) among community-dwelling older adults. They found that among individuals with >/=3 activities of daily living, fall risks were reduced by 21 percent for those receiving high levels of informal care.
AHRQ-funded; HS000046.
Citation: Hoffman GJ, Hays RD, Wallace SP .
Receipt of caregiving and fall risk in US community-dwelling older adults.
Med Care 2017 Apr;55(4):371-78. doi: 10.1097/mlr.0000000000000677.
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Keywords: Caregiving, Elderly, Falls, Risk, Patient Safety