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- Adverse Events (5)
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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 15 of 15 Research Studies DisplayedJacobsohn GC, Leaf M, Liao F
Collaborative design and implementation of a clinical decision support system for automated fall-risk identification and referrals in emergency departments.
The authors used a collaborative and iterative approach to design and implement an automated clinical decision support system (CDS) for Emergency Department (ED) providers to identify and refer older adult ED patients at high risk of future falls. The system was developed using collaborative input from an interdisciplinary design team and integrated seamlessly into existing ED workflows. A key feature of development was the unique combination of patient experience strategies, human-centered design, and implementation science, which allowed for the CDS tool and intervention implementation strategies to be designed simultaneously. Challenges included: usability problems, data inaccessibility, time constraints, low appointment availability, high volume of patients, and others. The study concluded that using the collaborative, iterative approach was successful in achieving all project goals, and could be applied to other cases.
AHRQ-funded; HS024558.
Citation: Jacobsohn GC, Leaf M, Liao F .
Collaborative design and implementation of a clinical decision support system for automated fall-risk identification and referrals in emergency departments.
Healthc 2022 Mar;10(1):100598. doi: 10.1016/j.hjdsi.2021.100598..
Keywords: Elderly, Clinical Decision Support (CDS), Shared Decision Making, Falls, Risk, Emergency Department, Health Information Technology (HIT)
Hoffman GJ, Tinetti ME, Ha J
Prehospital and posthospital fall injuries in older US adults.
Investigators estimated the risk of older adult fall injury within and across discrete periods during a 12-month care episode anchored by an acute hospitalization using national data from 2006 to 2014. Participants in this cohort study included Medicare fee-for-service beneficiaries aged 65 and older from the Health and Retirement Study. The investigators found that an episode-based assessment of fall injury illustrated substantial variability in period-specific risks over an extended period including an anchor hospitalization. Risk transitions between periods included sizable increases just before hospitalization that do not fully subside after hospital discharge. Financial incentives to coordinate hospital and posthospital care for patients at risk for fall injury are needed.
AHRQ-funded; HS025838.
Citation: Hoffman GJ, Tinetti ME, Ha J .
Prehospital and posthospital fall injuries in older US adults.
JAMA Netw Open 2020 Aug 3;3(8):e2013243. doi: 10.1001/jamanetworkopen.2020.13243..
Keywords: Elderly, Falls, Injuries and Wounds, Risk, Hospitalization, Medicare
Venema DM, Skinner AM, Nailon R
Patient and system factors associated with unassisted and injurious falls in hospitals: an observational study.
Unassisted falls are more likely to result in injury than assisted falls. However, little is known about risk factors for falling unassisted. Furthermore, rural hospitals, which care for a high proportion of older adults, are underrepresented in research on hospital falls. This study identified risk factors for unassisted and injurious falls in rural hospitals.
AHRQ-funded; HS021429.
Citation: Venema DM, Skinner AM, Nailon R .
Patient and system factors associated with unassisted and injurious falls in hospitals: an observational study.
BMC Geriatr 2019 Dec 11;19(1):348. doi: 10.1186/s12877-019-1368-8..
Keywords: Falls, Injuries and Wounds, Patient Safety, Elderly, Risk, Hospitals, Adverse Events
Patterson BW, Jacobsohn GC, Shah MN
Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department.
This study examined development and validation of a pragmatic natural language processing (NLP) approach to identify fall risk in older adults after emergency department (ED) visits. A single center retrospective review using data from 500 emergency department provider notes on older adults age 65 and older were random selected for analysis. The NLP algorithm successfully identified falls in ED notes with over 90% precision, and looks promising to reduce labor-intensive manual abstraction.
AHRQ-funded; HS024558.
Citation: Patterson BW, Jacobsohn GC, Shah MN .
Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department.
BMC Med Inform Decis Mak 2019 Jul 22;19(1):138. doi: 10.1186/s12911-019-0843-7..
Keywords: Adverse Events, Elderly, Emergency Department, Falls, Risk, Patient Safety
Patterson BW, Engstrom CJ, Sah V
Training and interpreting machine learning algorithms to evaluate fall risk after emergency department visits.
This study examined the potential of using machine learning algorithms to evaluate fall risk after an emergency department (ED) visit. They compared several machine learning methodologies for creation of a risk stratification algorithm to predict the outcome of a return visit for a fall within 6 months of an ED visit.
AHRQ-funded; HS024558; HS024342.
Citation: Patterson BW, Engstrom CJ, Sah V .
Training and interpreting machine learning algorithms to evaluate fall risk after emergency department visits.
Med Care 2019 Jul;57(7):560-66. doi: 10.1097/mlr.0000000000001140..
Keywords: Adverse Events, Elderly, Emergency Department, Falls, Risk, Patient Safety
Randolph AC, Lin YL, Volpi E
Tricyclic antidepressant and/or gamma-aminobutyric acid-analog use is associated with fall risk in diabetic peripheral neuropathy.
This study invested whether tricyclic antidepressant and/or gamma-aminobutyric acid-analog (TCA/GABA) use is associated fall risk in older diabetic peripheral neuropathy (DPN) patients. A nationally representative 5% Medicare sample between the years 2008 and 2010 were used, and 5,550 patients with TCA/GABA prescriptions were compared to 22,200 patients without a TCA/GABA prescription. Patients were followed until there was an incidence of a fall or first incidence of a fracture during the follow-up period of up to 5 years. After covariate adjustment, there was a statistically significant increase in falls and fractures for patients using TCAs or GABA-analogs.
AHRQ-funded; HS020642.
Citation: Randolph AC, Lin YL, Volpi E .
Tricyclic antidepressant and/or gamma-aminobutyric acid-analog use is associated with fall risk in diabetic peripheral neuropathy.
J Am Geriatr Soc 2019 Jun;67(6):1174-81. doi: 10.1111/jgs.15779..
Keywords: Medication, Diabetes, Elderly, Falls, Injuries and Wounds, Medicare, Risk
Aspinall SL, Springer SP, Zhao X
Central nervous system medication burden and risk of recurrent serious falls and hip fractures in Veterans Affairs nursing home residents.
This study investigated the association between taking central nervous system (CNS) medications with the risk of serious falls and hip fractures. Study participants were residents at a Veterans Health Administration (VHA) Community Living Center (CLC) between July 1, 2005 and June 30, 2009. This was a nested case-control study. The investigators concluded that there was a higher risk in those residents receiving 3.0 or more daily CNS medications.
AHRQ-funded; HS023779.
Citation: Aspinall SL, Springer SP, Zhao X .
Central nervous system medication burden and risk of recurrent serious falls and hip fractures in Veterans Affairs nursing home residents.
J Am Geriatr Soc 2019 Jan;67(1):74-80. doi: 10.1111/jgs.15603..
Keywords: Elderly, Falls, Injuries and Wounds, Long-Term Care, Medication, Nursing Homes, Patient Safety, Risk
Noureldin M, Hass Z, Abrahamson K
Fall risk, supports and services, and falls following a nursing home discharge.
The purpose of this study was to examine whether the presence of supports and services have an impact on the relationship between fall-related risk factors and fall occurrence following a nursing-home discharge. The study sample was comprised of 1459 participants in the Minnesota Return to Community Initiative, who had been assisted in achieving a community discharge; 15 percent of participants fell within 30 days of nursing-home discharge. A structural equation model was used to determine relationship between emerging latent variables and falls. Results indicated that use of high-risk medications and fall concerns/history had a direct, positive effect on falling. Receiving supports/services did not have a direct effect on falls, but the authors note that it reduced the effect of high-risk medication use on falling.
AHRQ-funded; HS020224.
Citation: Noureldin M, Hass Z, Abrahamson K .
Fall risk, supports and services, and falls following a nursing home discharge.
Gerontologist 2018 Nov 3;58(6):1075-84. doi: 10.1093/geront/gnx133..
Keywords: Adverse Events, Elderly, Falls, Nursing Homes, Risk
Patterson BW, Repplinger MD, Pulia MS
Using the Hendrich II Inpatient Fall Risk Screen to predict outpatient falls after emergency department visits.
This study examined the utility of using the Hendrich II Inpatient Fall Risk Screen to predict outpatient falls in elderly patients after emergency department (ED) visits. Individuals aged 65 and older seen in the ED from January 2013 to September 30, 2015 participated in the study. The Hendrich II screen was found to correlate with outpatient falls, but it is likely it would have little utility as a stand-alone fall screen. When the screen was combined with other potential confounders or predictors, the screen performed much better.
AHRQ-funded; HS024558.
Citation: Patterson BW, Repplinger MD, Pulia MS .
Using the Hendrich II Inpatient Fall Risk Screen to predict outpatient falls after emergency department visits.
J Am Geriatr Soc 2018 Apr;66(4):760-65. doi: 10.1111/jgs.15299..
Keywords: Elderly, Falls, Risk, Emergency Department, Electronic Health Records (EHRs), Health Information Technology (HIT), Prevention, Patient Safety, Adverse Events
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
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
Steinman BA, Allen SM, Chen J
Functional limitations as potential mediators of the effects of self-reported vision status on fall risk of older adults.
The purpose of this study was to examine mediating effects of two indices of physical functioning (mobility and large-muscle functioning) on self-reported vision status, as it relates to falls in older adults. Limited evidence was found for a mediating effect among women; however, large-muscle groups were implicated as partially mediating risk factors for falls among men with fair self-reported vision status.
AHRQ-funded; HS000011.
Citation: Steinman BA, Allen SM, Chen J .
Functional limitations as potential mediators of the effects of self-reported vision status on fall risk of older adults.
J Aging Health 2015 Feb;27(1):158-76. doi: 10.1177/0898264314543473..
Keywords: Elderly, Falls, Eye Disease and Health, Risk
Stone E, Skubic M, Rantz M
Average in-home gait speed: investigation of a new metric for mobility and fall risk assessment of elders.
This study assessed how a new metric, average in-home gait speed (AIGS), measured using a low-cost, continuous, environmentally mounted monitoring system, compares to a set of traditional physical performance instruments used for mobility and fall risk assessment of elderly adults. It found that, using the ability of an instrument to predict how an individual would score on all the instruments as a metric, AIGS performs best, having better predictive ability than the traditional instruments.
AHRQ-funded; HS018477.
Citation: Stone E, Skubic M, Rantz M .
Average in-home gait speed: investigation of a new metric for mobility and fall risk assessment of elders.
Gait Posture 2015 Jan;41(1):57-62. doi: 10.1016/j.gaitpost.2014.08.019..
Keywords: Patient Safety, Falls, Elderly, Risk
Nilsagard Y, Gunn H, Freeman J
Falls in people with MS--an individual data meta-analysis from studies from Australia, Sweden, United Kingdom and the United States.
The objectives of this paper are to compile fall rates across a broad range of ages and disease severity and to definitively assess the extent to which multiple sclerosis (MS)-associated and demographic factors influence fall rates. It found that persons with MS are at high risk of falls and there are important associations between falls and MS-associated disability, gender and age.
AHRQ-funded; HS017582.
Citation: Nilsagard Y, Gunn H, Freeman J .
Falls in people with MS--an individual data meta-analysis from studies from Australia, Sweden, United Kingdom and the United States.
Mult Scler 2015 Jan;21(1):92-100. doi: 10.1177/1352458514538884..
Keywords: Falls, Risk, Elderly, Chronic Conditions