National Healthcare Quality and Disparities Report
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Search All Research Studies
Topics
- Adverse Drug Events (ADE) (1)
- Adverse Events (1)
- Antibiotics (1)
- Asthma (1)
- Behavioral Health (4)
- Care Management (3)
- Catheter-Associated Urinary Tract Infection (CAUTI) (1)
- Central Line-Associated Bloodstream Infections (CLABSI) (1)
- Children/Adolescents (5)
- Clinical Decision Support (CDS) (1)
- Comparative Effectiveness (3)
- COVID-19 (1)
- Critical Care (1)
- Elderly (1)
- Emergency Department (1)
- (-) Evidence-Based Practice (20)
- Falls (1)
- Guidelines (4)
- Healthcare-Associated Infections (HAIs) (1)
- Healthcare Delivery (2)
- Health Systems (1)
- Hospital Discharge (1)
- Hospitalization (7)
- Hospital Readmissions (1)
- Hospitals (6)
- Human Immunodeficiency Virus (HIV) (1)
- Implementation (2)
- Infectious Diseases (1)
- Injuries and Wounds (1)
- (-) Inpatient Care (20)
- Intensive Care Unit (ICU) (1)
- Learning Health Systems (1)
- Medical Errors (1)
- Medication (4)
- Neurological Disorders (2)
- Newborns/Infants (2)
- Opioids (2)
- Outcomes (6)
- Pain (1)
- Patient-Centered Healthcare (1)
- Patient-Centered Outcomes Research (9)
- Patient and Family Engagement (1)
- Patient Safety (4)
- Pneumonia (1)
- Prevention (2)
- Quality Improvement (2)
- Quality of Care (3)
- Registries (1)
- Respiratory Conditions (2)
- Risk (2)
- Sepsis (1)
- Shared Decision Making (1)
- Substance Abuse (2)
- Teams (3)
- Tools & Toolkits (1)
- Transitions of Care (1)
- Urinary Tract Infection (UTI) (2)
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 20 of 20 Research Studies DisplayedCalcaterra SL, Martin M, Bottner R
Management of opioid use disorder and associated conditions among hospitalized adults: a consensus statement from the Society of Hospital Medicine.
This paper discusses the findings of a Society of Hospital Medicine working group convened to develop a Consensus Statement on the management of opioid use disorder (OUD) and associated conditions among hospitalized adults. The statement is intended for clinicians practicing medicine in the inpatient setting (e.g., hospitalists, primary care physicians, family physicians, advanced practice nurses, and physician assistants) and is intended to apply to hospitalized adults at risk for, or diagnosed with, OUD. The first step of the working group to develop the statement was to conduct a systematic review of relevant guidelines and compose a draft statement based on extracted recommendations. In the next step the working group obtained feedback on the draft statement from external experts in addiction medicine, SHM members, professional societies, harm reduction organizations and advocacy groups, and peer reviewers. This iterative development process resulted in a final Consensus Statement consisting of 18 recommendations covering the following topics: (1) identification and treatment of OUD and opioid withdrawal, (2) perioperative and acute pain management in patients with OUD, and (3) methods to optimize care transitions at hospital discharge for patients with OUD.
AHRQ-funded; HS026215.
Citation: Calcaterra SL, Martin M, Bottner R .
Management of opioid use disorder and associated conditions among hospitalized adults: a consensus statement from the Society of Hospital Medicine.
J Hosp Med 2022 Sep;17(9):744-56. doi: 10.1002/jhm.12893..
Keywords: Opioids, Substance Abuse, Behavioral Health, Evidence-Based Practice, Guidelines, Inpatient Care
Calcaterras SL, Bottner R, Martin M
Management of opioid use disorder, opioid withdrawal, and opioid overdose prevention in hospitalized adults: a systematic review of existing guidelines.
This study evaluated the quality and content of existing guidelines for in-hospital opioid use disorder (OUD) treatment and management. A literature search was done on several databases, websites of relevant societies and advocacy organizations, and selected international search engines. Nineteen guidelines published between January 2010 and June 2020 met the selection criteria. The majority of guidelines were based on observational studies or expert consensus. They recommended the use of nonstigmatizing language among patients with OUD; to assess patients with unhealthy opioid use for OUD using the Diagnostic Statistical Manual of Diseases-5th Edition criteria; use of methadone or buprenorphine to treat OUD and opioid withdrawal; use of multimodal, nonopioid therapy, and when needed, short-acting opioid analgesics in addition to buprenorphine or methadone, for acute pain management; ensuring linkage to ongoing methadone or buprenorphine treatment; referring patients to psychosocial treatment; and ensuring access to naloxone for opioid overdose reversal.
AHRQ-funded; HS026215.
Citation: Calcaterras SL, Bottner R, Martin M .
Management of opioid use disorder, opioid withdrawal, and opioid overdose prevention in hospitalized adults: a systematic review of existing guidelines.
J Hosp Med 2022 Sep;17(9):679-92. doi: 10.1002/jhm.12908..
Keywords: Opioids, Substance Abuse, Behavioral Health, Evidence-Based Practice, Guidelines, Inpatient Care
Bhalala US, Gist KM, Tripathi S
Characterization and outcomes of hospitalized children with coronavirus disease 2019: a report from a multicenter, viral infection and respiratory illness universal study (Coronavirus Disease 2019) registry.
The purpose of this retrospective study was to examine data from the Society of Critical Care Medicine Viral Infection and Respiratory Illness Universal Study (Coronavirus Disease 2019) registry and describe the characteristics, ICU admissions, and outcomes in children hospitalized with COVID-19. The study included 874 children under the age of 18 hospitalized with coronavirus disease 2019 at 51 participating hospital centers from February 2020 to January 2021. The primary outcome was ICU admission. Secondary outcomes included hospital and ICU duration of stay and ICU, hospital, and 28-day mortality. The researchers found that the median age was 8 years, with 62.9% non-Hispanic and a boy to girl ratio of 1:2. A total of 28.2% of the children met the Centers for Disease Control and Prevention criteria for multisystem inflammatory syndrome in children, and 46.2% were admitted to the ICU. A child’s age, the presence of a fever, multisystem inflammatory syndrome, and pre-existing seizure disorder were independently associated with a greater odds of ICU admission. The rate of hospital mortality for this group was 1.8%. The median duration of ICU stay was 3.9 days and the median duration of hospital stay was 4 days. For those patients with 28-day data, the survival rate was 86.3%. The researchers concluded that in this study, older age, fever, multisystem inflammatory syndrome in children, and seizure disorder were independently related with ICU admission.
AHRQ-funded; HS026393; HS026485.
Citation: Bhalala US, Gist KM, Tripathi S .
Characterization and outcomes of hospitalized children with coronavirus disease 2019: a report from a multicenter, viral infection and respiratory illness universal study (Coronavirus Disease 2019) registry.
Crit Care Med 2022 Jan;50(1):e40-e51. doi: 10.1097/ccm.0000000000005232..
Keywords: COVID-19, Children/Adolescents, Registries, Patient-Centered Outcomes Research, Evidence-Based Practice, Inpatient Care
Siddique SM, Tipton K, Leas B
Interventions to reduce hospital length of stay in high-risk populations: a systematic review.
Many strategies to reduce hospital length of stay (LOS) have been implemented, but few studies have evaluated hospital-led interventions focused on high-risk populations. The Agency for Healthcare Research and Quality (AHRQ) Learning Health System panel commissioned this study to further evaluate system-level interventions for LOS reduction. The objective of this study was to identify and synthesize evidence regarding potential systems-level strategies to reduce LOS for patients at high risk for prolonged LOS.
AHRQ-funded; 75Q80120D00002.
Citation: Siddique SM, Tipton K, Leas B .
Interventions to reduce hospital length of stay in high-risk populations: a systematic review.
JAMA Netw Open 2021 Sep;4(9):e2125846. doi: 10.1001/jamanetworkopen.2021.25846..
Keywords: Learning Health Systems, Health Systems, Evidence-Based Practice, Hospital Discharge, Risk, Inpatient Care, Care Management
Nijhawan AE, Bhattatiry M, Chansard M
HIV care cascade before and after hospitalization: impact of a multidisciplinary inpatient team in the US South.
Hospitalization represents an opportunity to re-engage out-of-care individuals, improve HIV outcomes, and reduce health disparities. The authors reviewed electronic health records of HIV-positive individuals hospitalized at an urban, public hospital between September 2013 and December 2015. They found that hospitalized patients with HIV had low rates of engagement in care, retention in care, and virologic suppression, though all three outcomes improved after hospitalization. A multidisciplinary transitions team improved care engagement and virologic suppression in those who received the intervention.
AHRQ-funded; HS022418.
Citation: Nijhawan AE, Bhattatiry M, Chansard M .
HIV care cascade before and after hospitalization: impact of a multidisciplinary inpatient team in the US South.
AIDS Care 2020 Nov;32(11):1343-52. doi: 10.1080/09540121.2019.1698704.
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Keywords: Human Immunodeficiency Virus (HIV), Transitions of Care, Inpatient Care, Teams, Hospitalization, Patient and Family Engagement, Patient-Centered Healthcare, Patient-Centered Outcomes Research, Outcomes, Evidence-Based Practice
Hall KK, Lim A, Gale B
The use of rapid response teams to reduce failure to rescue events: a systematic review.
This systematic review looked at studies on the evidence on the impact of rapid response teams (RRTs) on failure to rescue events. Articles from 2008 to 2018 were found on the impact of RRTs on failure to rescue events, including hospital mortality and in-hospital cardiac arrest events. Ten articles were identified for inclusion. Patient outcomes included hospital mortality (8 studies), in-hospital cardiac arrests (9 studies) and ICU transfer rates (5 studies). Moderate evidence was found linking the implementation of RRTs with decreased mortality and non-ICU cardiac arrest rates. Results linking RRTs to ICU transfer rates were inconclusive. Benefits of RRTs may take some time after implementation to be realized.
AHRQ-funded; 233201500013I.
Citation: Hall KK, Lim A, Gale B .
The use of rapid response teams to reduce failure to rescue events: a systematic review.
J Patient Saf 2020 Sep;16(3S Suppl 1):S3-s7. doi: 10.1097/pts.0000000000000748..
Keywords: Teams, Inpatient Care, Hospitals, Evidence-Based Practice, Outcomes, Patient-Centered Outcomes Research
Kaiser SV, Lam Cabana, MD
Best practices in implementing inpatient pediatric asthma pathways: a qualitative study.
The objective of this study was to identify potential best practices in pathway implementation. Building upon a previous observational study in which the researchers identified higher and lower performing children's hospitals based on hospital-level changes in asthma patient length of stay after implementation of a pathway, they conducted semi-structured interviews with a sample of healthcare providers involved in pathway implementation at these hospitals. They identified several potential best practices to support pathway implementation. They recommended that hospitals implementing pathways consider applying these strategies to ensure success in improving quality of asthma care for children.
AHRQ-funded; HS024592.
Citation: Kaiser SV, Lam Cabana, MD .
Best practices in implementing inpatient pediatric asthma pathways: a qualitative study.
J Asthma 2020 Jul;57(7):744-54. doi: 10.1080/02770903.2019.1606237..
Keywords: Children/Adolescents, Asthma, Respiratory Conditions, Hospitals, Inpatient Care, Guidelines, Evidence-Based Practice, Implementation, Quality Improvement, Quality of Care
Meddings J, Greene MT, Ratz D
Multistate programme to reduce catheter-associated infections in intensive care units with elevated infection rates.
AHRQ’s Safety Program for ICUs aimed to reduce central line-associated bloodstream infection (CLABSI) and catheter-associated urinary tract infection (CAUTI) in intensive care units with elevated rates. Included hospitals had at least one adult intensive care unit with elevated CLABSI or CAUTI rates. The investigators targeted intensive care units with elevated catheter infection rates but yielded no statistically significant reduction in CLABSI, CAUTI or catheter utilization in the first two of six planned cohorts. Improvements in the interventions based on lessons learned from these initial cohorts are being applied to subsequent cohorts.
AHRQ-funded; 233201500016I.
Citation: Meddings J, Greene MT, Ratz D .
Multistate programme to reduce catheter-associated infections in intensive care units with elevated infection rates.
BMJ Qual Saf 2020 May;29(5):418-29. doi: 10.1136/bmjqs-2019-009330..
Keywords: Catheter-Associated Urinary Tract Infection (CAUTI), Central Line-Associated Bloodstream Infections (CLABSI), Healthcare-Associated Infections (HAIs), Infectious Diseases, Patient Safety, Urinary Tract Infection (UTI), Intensive Care Unit (ICU), Hospitals, Evidence-Based Practice, Patient-Centered Outcomes Research, Inpatient Care, Critical Care
Bonafide CP, Xiao R, Brady PW
Prevalence of continuous pulse oximetry monitoring in hospitalized children with bronchiolitis not requiring supplemental oxygen.
This study examined the use of continuous pulse oximetry monitoring in hospitalized children with bronchiolitis who do not require supplemental oxygen. US national guidelines discourage the use but the practice was found to be still fairly widespread. The researchers conducted a multicenter, cross-sectional study of pediatric wards in 56 US and Canadian hospitals in the Pediatric Research in Inpatient Settings Network from December 2018 through March 2019. Patients aged 8 weeks through 23 months were included as a convenience sample. Overall usage was found to be 46% ranging from 6% to 82%.
AHRQ-funded; HS026763.
Citation: Bonafide CP, Xiao R, Brady PW .
Prevalence of continuous pulse oximetry monitoring in hospitalized children with bronchiolitis not requiring supplemental oxygen.
JAMA 2020 Apr 21;323(15):1467-77. doi: 10.1001/jama.2020.2998..
Keywords: Children/Adolescents, Respiratory Conditions, Inpatient Care, Hospitalization, Care Management, Evidence-Based Practice
Stevens JP, Hatfield LA, Nyweide DJ
Association of variation in consultant use among hospitalist physicians with outcomes among Medicare beneficiaries.
Evidence is lacking on the consequences of high rates of inpatient consultation. The purpose of this study was to examine outcomes and resource use of patients cared for by hospitalists who use more inpatient consultation than their colleagues. The investigators concluded that hospitalists who obtained consultations more than their colleagues at the same institution were associated with greater use of health care resources without apparent mortality benefit.
AHRQ-funded; HS024288.
Citation: Stevens JP, Hatfield LA, Nyweide DJ .
Association of variation in consultant use among hospitalist physicians with outcomes among Medicare beneficiaries.
JAMA Netw Open 2020 Feb 5;3(2):e1921750. doi: 10.1001/jamanetworkopen.2019.21750..
Keywords: Patient-Centered Outcomes Research, Outcomes, Evidence-Based Practice, Inpatient Care
Leary JC, Walsh KE, Morin RA
Quality and safety of pediatric inpatient care in community hospitals: a scoping review.
This study’s aim was to conduct a scoping review and synthesize literature on the quality and safety of pediatric inpatient care in nonpediatric hospitals in the United States. A systematic literature review was performed in October 2016 to identify pediatric studies that reported on safety, effectiveness, efficiency, timeliness, patient-centeredness, or equity set. A total of 44 articles were included using inclusion criteria. There was a moderate or high risk of bias for 72% of the studies. This study shows there is very limited research currently and would benefit from more multicenter collaborations.
AHRQ-funded; HS024133.
Citation: Leary JC, Walsh KE, Morin RA .
Quality and safety of pediatric inpatient care in community hospitals: a scoping review.
J Hosp Med 2019 Nov 1;14(10):694-703. doi: 10.12788/jhm.3268..
Keywords: Patient-Centered Outcomes Research, Evidence-Based Practice, Children/Adolescents, Inpatient Care, Hospitals, Patient Safety, Quality of Care
Mixon AS, Kripalani S, Stein J
An on-treatment analysis of the MARQUIS study: interventions to improve inpatient medication reconciliation.
This paper examined evidence-based interventions implemented in five US hospitals to improve inpatient medication reconciliation. The sites implemented one to seven interventions in 791 patients during a 25-month implementation period. Three interventions were associated with significant decreases in potentially harmful reconciliation rates while two interventions were associated with significant increases. The positive interventions included: defining clinical roles and responsibilities, training, and hiring staff to perform discharge medication reconciliation. The negative interventions were training staff to take medication histories and implementing a new electronic health record (EHR) system.
AHRQ-funded; HS019598.
Citation: Mixon AS, Kripalani S, Stein J .
An on-treatment analysis of the MARQUIS study: interventions to improve inpatient medication reconciliation.
J Hosp Med 2019 Oct;14(10):614-17. doi: 10.12788/jhm.3308..
Keywords: Medication, Evidence-Based Practice, Adverse Drug Events (ADE), Adverse Events, Medical Errors, Patient Safety, Hospitals, Healthcare Delivery, Inpatient Care
Oh ES, Needham DM, Nikooie R
Antipsychotics for preventing delirium in hospitalized adults: a systematic review.
The purpose of this study was to conduct a systematic review evaluating the benefits and harms of antipsychotics to treat delirium in adults. Results showed that there was little evidence demonstrating neurologic harms associated with short-term use of antipsychotics for treating delirium in adult inpatients, but potentially harmful cardiac effects tended to occur more frequently. Current evidence does not support routine use of haloperidol or second-generation antipsychotics to treat delirium in adult inpatients.
AHRQ-funded; 290201500006I.
Citation: Oh ES, Needham DM, Nikooie R .
Antipsychotics for preventing delirium in hospitalized adults: a systematic review.
Ann Intern Med 2019 Oct 1;171(7):474-84. doi: 10.7326/m19-1859..
Keywords: Neurological Disorders, Medication, Hospitalization, Inpatient Care, Patient-Centered Outcomes Research, Outcomes, Evidence-Based Practice, Comparative Effectiveness, Behavioral Health, Prevention
Nikooie R, Neufeld KJ, Oh ES
Antipsychotics for treating delirium in hospitalized adults: a systematic review.
The purpose of this study was to conduct a systematic review evaluating the benefits and harms of antipsychotics to treat delirium in adults. Results showed that there was little evidence demonstrating neurologic harms associated with short-term use of antipsychotics for treating delirium in adult inpatients, but potentially harmful cardiac effects tended to occur more frequently. Current evidence does not support routine use of haloperidol or second-generation antipsychotics to treat delirium in adult inpatients.
AHRQ-funded; 290201500006I.
Citation: Nikooie R, Neufeld KJ, Oh ES .
Antipsychotics for treating delirium in hospitalized adults: a systematic review.
Ann Intern Med 2019 Oct 1;171(7):485-95. doi: 10.7326/m19-1860.
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Keywords: Neurological Disorders, Medication, Hospitalization, Inpatient Care, Patient-Centered Outcomes Research, Outcomes, Evidence-Based Practice, Comparative Effectiveness, Behavioral Health
Desai S, Aronson PL, Shabanova V
Parenteral antibiotic therapy duration in young infants with bacteremic urinary tract infections.
This study compared rates of recurring bacteremic urinary tract infections (UTIs) among hospitalized infants who received parenteral antibiotics 7 days or less compared with infants who received long-term treatment defined as greater than 7 days. Among 115 infants with bactermic UTI, half received short-course parenteral antibiotics and no difference in 30-day UTI recurrence was found.
AHRQ-funded; HS026006.
Citation: Desai S, Aronson PL, Shabanova V .
Parenteral antibiotic therapy duration in young infants with bacteremic urinary tract infections.
Pediatrics 2019 Sep;144(3). doi: 10.1542/peds.2018-3844..
Keywords: Newborns/Infants, Antibiotics, Urinary Tract Infection (UTI), Medication, Inpatient Care, Hospitalization, Outcomes, Comparative Effectiveness, Patient-Centered Outcomes Research, Evidence-Based Practice
Trent SA, Jarou ZJ, Havranek EP
Variation in emergency department adherence to treatment guidelines for inpatient pneumonia and sepsis: a retrospective cohort study.
Evidence-based clinical practice guidelines (CPGs) for the treatment of pneumonia and sepsis have existed for many years with multiple studies suggesting improved patient outcomes. Despite their importance, little is known about variation in emergency department (ED) adherence to these CPGs. The objectives of this study were to estimate variation in ED adherence across CPGs for pneumonia and sepsis and identify patient, provider, and environmental factors associated with adherence.
AHRQ-funded; HS022400.
Citation: Trent SA, Jarou ZJ, Havranek EP .
Variation in emergency department adherence to treatment guidelines for inpatient pneumonia and sepsis: a retrospective cohort study.
Acad Emerg Med 2019 Aug;26(8):908-20. doi: 10.1111/acem.13639.
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Keywords: Emergency Department, Evidence-Based Practice, Guidelines, Inpatient Care, Pneumonia, Sepsis
O'Leary KJ, Johnson JK, Manojlovich M
Redesigning systems to improve teamwork and quality for hospitalized patients (RESET): study protocol evaluating the effect of mentored implementation to redesign clinical microsystems.
The goal of this study was to implement the Advanced and Integrated MicroSystems (AIMS) set of evidence-based complementary interventions across a range of clinical microsystems, to identify factors and strategies associated with successful implementation, and to evaluate impact on quality. The AIMS interventions are Unit-based Physician Teams; Unit Nurse-Physician Co-leadership; Enhanced Interprofessional Rounds; Unit-level Performance Reports; Patient Engagement Activities. Four hospital sites, each with a local leadership team, received guidance and resources to implement the AIMS interventions. A multi-method approach was used to collect and triangulate qualitative data during three visits to the sites. Outcomes included teamwork climate and adverse events.
AHRQ-funded; HS025649.
Citation: O'Leary KJ, Johnson JK, Manojlovich M .
Redesigning systems to improve teamwork and quality for hospitalized patients (RESET): study protocol evaluating the effect of mentored implementation to redesign clinical microsystems.
BMC Health Serv Res 2019 May 8;19(1):293. doi: 10.1186/s12913-019-4116-z..
Keywords: Evidence-Based Practice, Healthcare Delivery, Hospitalization, Inpatient Care, Quality of Care, Quality Improvement, Teams
Shuman CJ, Xie XJ, Herr KA
Sustainability of evidence-based acute pain management practices for hospitalized older adults.
This article reported on the sustainability of evidence-based acute pain management practices in hospitalized older adults following testing of a multifaceted Translating Research Into Practice (TRIP) implementation intervention. Results revealed most evidence-based acute pain management practices were sustained for 18 months following implementation.
AHRQ-funded; HS010482.
Citation: Shuman CJ, Xie XJ, Herr KA .
Sustainability of evidence-based acute pain management practices for hospitalized older adults.
West J Nurs Res 2018 Dec;40(12):1749-64. doi: 10.1177/0193945917738781..
Keywords: Care Management, Elderly, Evidence-Based Practice, Inpatient Care, Pain, Implementation
Wickremasinghe AC, Kuzniewicz MW, McCulloch CE
Efficacy of subthreshold newborn phototherapy during the birth hospitalization in preventing readmission for phototherapy.
The purpose of this study was to estimate the efficacy of subthreshold phototherapy for newborns with total serum bilirubin (TSB) levels from 0.1 to 3.0 mg/dL below the appropriate AAP phototherapy threshold during the birth hospitalization in preventing readmissions for phototherapy, and to identify predictors of readmission for phototherapy. The investigators concluded that subthreshold phototherapy during the birth hospitalization is effective in preventing readmissions for phototherapy; however, for each readmission prevented, many newborns require phototherapy who would otherwise not need it.
AHRQ-funded; HS020618.
Citation: Wickremasinghe AC, Kuzniewicz MW, McCulloch CE .
Efficacy of subthreshold newborn phototherapy during the birth hospitalization in preventing readmission for phototherapy.
JAMA Pediatr 2018 Apr;172(4):378-85. doi: 10.1001/jamapediatrics.2017.5630..
Keywords: Children/Adolescents, Evidence-Based Practice, Hospital Readmissions, Hospitalization, Inpatient Care, Newborns/Infants
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