National Healthcare Quality and Disparities Report
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Search All Research Studies
Topics
- Adverse Drug Events (ADE) (3)
- (-) Adverse Events (23)
- Chronic Conditions (1)
- Decision Making (1)
- Dementia (1)
- Education: Patient and Caregiver (1)
- Elderly (9)
- Electronic Health Records (EHRs) (1)
- Emergency Department (3)
- (-) Falls (23)
- Health Information Technology (HIT) (2)
- Hospitals (7)
- Injuries and Wounds (4)
- Inpatient Care (2)
- Long-Term Care (1)
- Medical Errors (1)
- Medication (4)
- Medication: Safety (2)
- Neurological Disorders (1)
- Nursing Homes (3)
- Opioids (1)
- Organizational Change (1)
- Pain (1)
- Patient-Centered Healthcare (1)
- Patient Safety (20)
- Payment (1)
- Policy (1)
- Prevention (7)
- Provider: Nurse (1)
- Risk (7)
- Surveys on Patient Safety Culture (1)
- Teams (2)
- TeamSTEPPS (1)
- Web-Based (1)
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 23 of 23 Research Studies DisplayedChen C, Winterstein AG, Lo-Ciganic WH
Concurrent use of prescription gabapentinoids with opioids and risk for fall-related injury among older US Medicare beneficiaries with chronic noncancer pain: a population-based cohort study.
This study compared the risk of fall-related injury in two cohorts who used gabapentinoids concurrently with opioid use and those who used opioids only. The authors created 2 cohorts based on whether concurrent users initiated gabapentinoids on the day of opioid initiation (Cohort 1) or after opioid initiation (Cohort 2). Both cohorts were identified from a sample of older Medicare beneficiaries with chronic non-cancer pain (CNCP). Four concurrent users were matched up with 1 opioid-only user. They identified 6,733 concurrent users and 27,092 matched opioid-only users in Cohort 1 and 5,709 concurrent users and 22,388 matched opioid-only users in Cohort 2. Cohort 1’s incidence rate of fall-related injury was 24.5 per 100 person-users during follow-up and was 18.0 per 100-person-years during follow-up for Cohort 2. Concurrent users had had similar risk of fall-related injury as opioid-only users in Cohort 1 but had higher risk for fall-related injury than opioid-only users in Cohort 2.
AHRQ-funded; HS027230.
Citation: Chen C, Winterstein AG, Lo-Ciganic WH .
Concurrent use of prescription gabapentinoids with opioids and risk for fall-related injury among older US Medicare beneficiaries with chronic noncancer pain: a population-based cohort study.
PLoS Med 2022 Mar;19(3):e1003921. doi: 10.1371/journal.pmed.1003921..
Keywords: Elderly, Opioids, Medication, Medication: Safety, Adverse Drug Events (ADE), Adverse Events, Falls, Patient Safety, Injuries and Wounds, Pain, Chronic Conditions
Dykes PC, KhasnabishE S, Adkison LE
Use of a perceived efficacy tool to evaluate the FallTIPS program.
The authors assessed nurses' opinions of the efficacy of using the FallTIPS (Tailoring Interventions for Patient Safety) fall prevention program. They found that the nurses who used FallTIPS perceived that efficiencies in patient care compensated for the time spent on FallTIPS. Nurses valued the program, and findings confirmed the importance of patient and family engagement with staff in the fall prevention process.
AHRQ-funded; HS025128.
Citation: Dykes PC, KhasnabishE S, Adkison LE .
Use of a perceived efficacy tool to evaluate the FallTIPS program.
J Am Geriatr Soc 2021 Dec;69(12):3595-601. doi: 10.1111/jgs.17436..
Keywords: Falls, Patient Safety, Prevention, Provider: Nurse, Adverse Events
Herzig SJ, Rothberg MB, Moss CR
Risk of in-hospital falls among medications commonly used for insomnia in hospitalized patients.
This study investigated the risk of in-hospital falls among patients receiving medications commonly used for insomnia. This retrospective cohort study was conducted at a large academic medical center from January 2007 to July 2013. Adults admitted for a primary psychiatric disorder were excluded. Medications of interest included benzodiazepines, non-benzodiazepine benzodiazepine receptor agonists, trazodone, atypical antipsychotics, and diphenhydramine. Among 225,498 hospitalizations, 37.7% had exposure to at least one of the medication classes of interest with benzodiazepines being the most commonly prescribed. A fall occurred in 1.1% (2,427) of hospitalizations. The rate of falls per 1,000 hospital days was greater among patients with exposure to each of the medications of interest compared to unexposed patients.
AHRQ-funded; HS026215.
Citation: Herzig SJ, Rothberg MB, Moss CR .
Risk of in-hospital falls among medications commonly used for insomnia in hospitalized patients.
Sleep 2021 Sep 13;44(9):zsab064. doi: 10.1093/sleep/zsab064..
Keywords: Falls, Medication, Adverse Events, Risk, Hospitals
Piatkowski M, Taylor E, Wong B
Designing a patient room as a fall protection strategy: the perspectives of healthcare design experts.
This multi-year study aimed to better understand how patient room design can increase stability during ambulation, serving as a fall protection strategy for frail and/or elderly patients. Specifically, the aim of this portion of the study was to ascertain the architect's perspective on designing a room to mitigate the risk of falls, as well as to evaluate the face validity of a predictive algorithm to assess risk in room design using the input of a design advisory council (AC).
AHRQ-funded; HS025606.
Citation: Piatkowski M, Taylor E, Wong B .
Designing a patient room as a fall protection strategy: the perspectives of healthcare design experts.
Int J Environ Res Public Health 2021 Aug 19;18(16). doi: 10.3390/ijerph18168769..
Keywords: Falls, Patient Safety, Prevention, Adverse Events, Inpatient Care
Leung WY, Adelman J, Bates DW
Validating fall prevention icons to support patient-centered education.
Falls with injury are the most prevalent hospital adverse event. The objective of this project was to refine fall risk and prevention icons for a patient-centric bedside toolkit to promote patient and nurse engagement in accurately assessing fall risks and developing a tailored fall prevention plan. The investigators indicated that all 16 icons were refined and used to form the basis for a bedside fall prevention toolkit.
AHRQ-funded; HS023535.
Citation: Leung WY, Adelman J, Bates DW .
Validating fall prevention icons to support patient-centered education.
J Patient Saf 2021 Aug 1;17(5):e413-e22. doi: 10.1097/pts.0000000000000354..
Keywords: Falls, Prevention, Patient Safety, Patient-Centered Healthcare, Education: Patient and Caregiver, Hospitals, Adverse Events
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
Allen JA, Reiter-Palmon R, Kennel V, et al.
Group and organizational safety norms set the stage for good post-fall huddles.
In this study, the investigators explored group and organizational safety norms as antecedents to meeting leader behaviors and achievement of desired outcomes in a special after-action review case-a post-fall huddle. Findings indicated that organizational and group safety norms related to perceived huddle meeting effectiveness through appropriate huddle leader behavior in a partial mediated framework.
AHRQ-funded; HS024630; HS021429.
Citation: Allen JA, Reiter-Palmon R, Kennel V, et al..
Group and organizational safety norms set the stage for good post-fall huddles.
J Leadersh Organ Stud 2019 Nov;26(4):465-75. doi: 10.1177/1548051818781820..
Keywords: Adverse Events, Falls, Organizational Change, Patient Safety
Jones KJ, Crowe J, Allen JA
The impact of post-fall huddles on repeat fall rates and perceptions of safety culture: a quasi-experimental evaluation of a patient safety demonstration project.
The purpose of this study was to determine associations between conducting post-fall huddles and repeat fall rates and between post-fall huddle participation and perceptions of teamwork and safety culture. The investigators concluded that post-fall huddles may reduce the risk of repeat falls. Staff who participate in post-fall huddles were likely to have positive perceptions of teamwork support for fall-risk reduction and safety culture because huddles are a team-based approach to reporting, adapting, and learning.
AHRQ-funded; HS024630; HS021429.
Citation: Jones KJ, Crowe J, Allen JA .
The impact of post-fall huddles on repeat fall rates and perceptions of safety culture: a quasi-experimental evaluation of a patient safety demonstration project.
BMC Health Serv Res 2019 Sep 9;19(1):650. doi: 10.1186/s12913-019-4453-y..
Keywords: TeamSTEPPS, Falls, Adverse Events, Surveys on Patient Safety Culture, Patient Safety, Hospitals, Teams
Shorr RI, Staggs VS, Waters TM
Impact of the hospital-acquired conditions initiative on falls and physical restraints: a longitudinal study.
The Centers for Medicare & Medicaid Services (CMS) implemented the Hospital-Acquired Conditions (HACs) Initiative in October 2008; the CMS no longer reimbursed hospitals for fall injury. The aim of this study was to examine the effects of the 2008 HACs Initiative on the rates of falls, injurious falls, and physical restraint use. The investigators concluded that since the HACs Initiative, there was at best a modest decline in the rates of falls and injurious falls observed primarily in larger, major teaching hospitals. An increase in restraint use was not observed.
AHRQ-funded; HS020627.
Citation: Shorr RI, Staggs VS, Waters TM .
Impact of the hospital-acquired conditions initiative on falls and physical restraints: a longitudinal study.
J Hosp Med 2019 Sep 6;14:E31-E36. doi: 10.12788/jhm.3295..
Keywords: Falls, Adverse Events, Hospitals, Payment, Policy, Elderly
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
Kang H, Zhou S, Yao B
A prototype of knowledge-based patient safety event reporting and learning system.
In this study, a hierarchical list of contributing factors for patient falls, based on the key contributing factors defined by AHRQ Common Formats 2.0, was established by expert review and discussion. Using the list as an infrastructure, the investigators designed and developed a novel reporting system, where a strategy to identify contributing factors was intended to provide reporters knowledge support, in the form of similar cases and potential solutions.
AHRQ-funded; HS022895.
Citation: Kang H, Zhou S, Yao B .
A prototype of knowledge-based patient safety event reporting and learning system.
BMC Med Inform Decis Mak 2018 Dec 7;18(Suppl 5):110. doi: 10.1186/s12911-018-0688-5..
Keywords: Adverse Events, Patient Safety, Falls
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
Reiter-Palmon R, Kennel V, Allen J
Good catch! Using interdisciplinary teams and team reflexivity to improve patient safety.
This article considers the role of reflexivity in team innovation implementation and its association with inpatient fall rates. The study it describes examined 16 small rural hospitals in which interdisciplinary teams intended to decrease fall risk were implemented, supported, and evaluated. Team reflexivity was assessed at the start and at the end of the 2-year intervention, and innovation implementation assessed at the end of the intervention. The hospitals reported objective fall event data and patient days throughout the project. Both the theoretical and practical applications of the results are discussed.
AHRQ-funded; HS021429; HS024630.
Citation: Reiter-Palmon R, Kennel V, Allen J .
Good catch! Using interdisciplinary teams and team reflexivity to improve patient safety.
Group & Organization Management 2018 Jun;43(3):414-39. doi: 10.1177/1059601118768163..
Keywords: Teams, Patient Safety, Falls, Prevention, Hospitals, Adverse Events
Dore DD, Zullo AR, Mor V
Age, sex, and dose effects of nonbenzodiazepine hypnotics on hip fracture in nursing home residents.
This study examined the rate of hip fracture in nursing home residents prescribed nonbenzodiazepine hypnotics. A sample of nursing home residents was used and linked to Medicare and Minimum Data Set (2007-2008) data. The rate of hip fracture was higher in residents aged 90 and above, and lower in residents 70 or below. There was no different by sex.
AHRQ-funded; HS022998.
Citation: Dore DD, Zullo AR, Mor V .
Age, sex, and dose effects of nonbenzodiazepine hypnotics on hip fracture in nursing home residents.
J Am Med Dir Assoc 2018 Apr;19(4):328-32.e2. doi: 10.1016/j.jamda.2017.09.015..
Keywords: Injuries and Wounds, Medication, Nursing Homes, Long-Term Care, Adverse Drug Events (ADE), Adverse Events, Falls, Risk, Patient Safety
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
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
Reiter-Palmon R, Kennel V, Allen JA
Naturalistic decision making in after-action review meetings: the implementation of and learning from post-fall huddles.
In this study, the authors added to our understanding of Naturalistic Decision Making (NDM) in healthcare and how After Action Reviews (AARs) can be utilized as a learning tool to reduce errors. They found that the use of self-guided post-fall huddles increased over the time of the project, the types of errors identified as contributing to the patient fall changed, and the proportion of falls with less adverse effects increased during the project time period. They concluded that , over time, self-guided AARs can be useful for some aspects of learning from errors.
AHRQ-funded; HS021429.
Citation: Reiter-Palmon R, Kennel V, Allen JA .
Naturalistic decision making in after-action review meetings: the implementation of and learning from post-fall huddles.
J Occup Organ Psychol 2015 Jun;88(2):322-40. doi: 10.1111/joop.12084.
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Keywords: Adverse Events, Falls, Decision Making, Medical Errors, Patient Safety
Su BY, Ho KC, Rantz MJ
Doppler radar fall activity detection using the wavelet transform.
The authors propose the use of Wavelet transform (WT) to detect human falls using a ceiling mounted Doppler range control radar. Evaluations based on the data collected in the lab, in the bathrooms, and in the senior residence apartment validate the promising and robust performance of the proposed WT fall activity detector.
AHRQ-funded; HS018477.
Citation: Su BY, Ho KC, Rantz MJ .
Doppler radar fall activity detection using the wavelet transform.
IEEE Trans Biomed Eng 2015 Mar;62(3):865-75. doi: 10.1109/tbme.2014.2367038..
Keywords: Falls, Patient Safety, Adverse Events
Aspinall SL, Zhao X, Semia TP
Epidemiology of drug-disease interactions in older veteran nursing home residents.
The objective of this study was to assess the prevalence of and factors associated with potentially inappropriate drug– disease combinations according to the AGS 2012 Beers criteria that are clinically important in elderly adults residing in Veterans Affairs Community Living Centers. It found that drug-disease interactions were common in older residents with dementia or cognitive impairment or a history of falls or hip fracture.
AHRQ-funded; HS018721.
Citation: Aspinall SL, Zhao X, Semia TP .
Epidemiology of drug-disease interactions in older veteran nursing home residents.
J Am Geriatr Soc 2015 Jan;63(1):77-84. doi: 10.1111/jgs.13197..
Keywords: Adverse Drug Events (ADE), Adverse Events, Dementia, Elderly, Falls, Injuries and Wounds, Medication, Medication: Safety, Neurological Disorders, Nursing Homes, Patient Safety
Waters TM, Chandler AM, Mion LC
Use of International Classification of Diseases, Ninth Revision, Clinical Modification, codes to identify inpatient fall-related injuries.
The researchers compared falls and fall-related injuries that a fall evaluator or hospital incident report identified with injuries identified according to discharge ICD-9-CM codes for the same set of inpatient episodes of care. They found that the CMS-targeted ICD-9-CM codes used to identify fall-related injuries in claims data do not always detect the most-serious falls.
AHRQ-funded; HS020627.
Citation: Waters TM, Chandler AM, Mion LC .
Use of International Classification of Diseases, Ninth Revision, Clinical Modification, codes to identify inpatient fall-related injuries.
J Am Geriatr Soc 2013 Dec;61(12):2186-91. doi: 10.1111/jgs.12539..
Keywords: Falls, Elderly, Patient Safety, Inpatient Care, Adverse Events
Hempel S, Newberry S, Wang Z
AHRQ Author: Spector WD
Hospital fall prevention: a systematic review of implementation, components, adherence, and effectiveness.
The authors sought to document systematically the implementation, components, comparators, adherence, and effectiveness of published fall prevention approaches in U.S. acute care hospitals. They found that most interventions included multiple components, and the pooled postintervention incidence rate ratio (IRR) was 0.77. They found no systematic association between implementation intensity, intervention complexity, comparator information, or adherence levels and IRR. They concluded that promising approaches exist, but better reporting of outcomes, implementation, adherence, intervention components, and comparison group information is necessary to establish evidence on how hospitals can successfully prevent falls.
AHRQ-authored; AHRQ-funded; 290201000017I.
Citation: Hempel S, Newberry S, Wang Z .
Hospital fall prevention: a systematic review of implementation, components, adherence, and effectiveness.
J Am Geriatr Soc 2013 Apr;61(4):483-94. doi: 10.1111/jgs.12169.
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Keywords: Adverse Events, Falls, Hospitals, Patient Safety, Prevention