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AHRQ Research Studies
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Research Studies is a monthly compilation of research articles funded by AHRQ or authored by AHRQ researchers and recently published in journals or newsletters.
Results
1 to 25 of 1822 Research Studies Displayed
Oster NV, Williams EC, Unger JM
A risk prediction model to identify newborns at risk for missing early childhood vaccinations.
Approximately 30% of US children aged 24 months have not received all recommended vaccines. This retrospective cohort study aimed to develop a prediction model to identify newborns at high risk for missing early childhood vaccines. The investigators concluded that their prediction model using information readily available in birth hospitalization records consistently identified newborns at high risk for undervaccination.
AHRQ-funded; HS025470.
Citation:
Oster NV, Williams EC, Unger JM .
A risk prediction model to identify newborns at risk for missing early childhood vaccinations.
J Pediatric Infect Dis Soc 2021 Dec 31;10(12):1080-86. doi: 10.1093/jpids/piab073..
Keywords:
Newborns/Infants, Vaccination, Risk
Rodriguez DV, Lawrence K, Luu S
Development of a computer-aided text message platform for user engagement with a digital diabetes prevention program: a case study.
Investigators partnered with a Digital Diabetes Prevention Programs (dDPP) vendor to develop a personalized automatic message system (PAMS) to promote user engagement to the dDPP platform by sending messages on behalf of the user’s primary care provider. In this article, they discussed the design and development of their system, including key requirements and features, the technical architecture and build, and preliminary user testing.
AHRQ-funded; HS026120.
Citation:
Rodriguez DV, Lawrence K, Luu S .
Development of a computer-aided text message platform for user engagement with a digital diabetes prevention program: a case study.
J Am Med Inform Assoc 2021 Dec 28;29(1):155-62. doi: 10.1093/jamia/ocab206..
Keywords:
Telehealth, Health Information Technology (HIT), Diabetes, Prevention
Boehmer KR, Pine KH, Whitman S
Do patients with high versus low treatment and illness burden have different needs? A mixed-methods study of patients living on dialysis.
The authors sought to understand the differences that exist between patients with end-stage kidney disease reporting high versus low treatment and illness burden. They found that patients on dialysis reporting the greatest illness and treatment burden have difficulties that their low-burden counterparts do not report, which may be amenable to intervention.
AHRQ-funded; HS026379.
Citation:
Boehmer KR, Pine KH, Whitman S .
Do patients with high versus low treatment and illness burden have different needs? A mixed-methods study of patients living on dialysis.
PLoS One 2021 Dec 28;16(12):e0260914. doi: 10.1371/journal.pone.0260914..
Keywords:
Dialysis, Kidney Disease and Health, Chronic Conditions
James TG, Sullivan MK, Butler JD
Promoting health equity for deaf patients through the electronic health record.
This perspective article outlines barriers to health equity research serving deaf and hard-of-hearing (DHH) American Sign Language users due to systems developed by large-scale informatics networks and to institutional policies on self-serve cohort discovery tools. The authors list potential ways to help adequate capture of language status of DHH American Sign Language users in order to promote health equity for this population.
AHRQ-funded; HS027537.
Citation:
James TG, Sullivan MK, Butler JD .
Promoting health equity for deaf patients through the electronic health record.
J Am Med Inform Assoc 2021 Dec 28;29(1):213-16. doi: 10.1093/jamia/ocab239..
Keywords:
Electronic Health Records (EHRs), Health Information Technology (HIT), Disabilities
Kennedy EE, Bowles KH, Aryal S
Systematic review of prediction models for postacute care destination decision-making.
This article reported a systematic review of studies containing development and validation of models predicting post-acute care destination after adult inpatient hospitalization, summarized clinical populations and variables, evaluated model performance, assessed risk of bias and applicability, and made recommendations to reduce bias in future models. Findings indicated that prediction modeling studies for post-acute care destinations were becoming more prolific in the literature, but model development and validation strategies were inconsistent, and performance was variable. Most models were developed using regression, but machine learning methods were increasing in frequency.
AHRQ-funded; HS026599; HS027742.
Citation:
Kennedy EE, Bowles KH, Aryal S .
Systematic review of prediction models for postacute care destination decision-making.
J Am Med Inform Assoc 2021 Dec 28;29(1):176-86. doi: 10.1093/jamia/ocab197..
Keywords:
Decision Making, Transitions of Care
Li LX, Szymczak JE, Keller SC
Antibiotic stewardship in direct-to-consumer telemedicine: translating interventions into the virtual realm.
This article discusses using the core elements for outpatient antibiotic stewardship as a framework for direct-to-consumer (DTC) telemedicine. There is limited scholarship regarding adapting and implementing antibiotic stewardship principles in this setting. The authors discussed utilizing the core elements for outpatient antibiotic stewardship as a framework for efforts moving forward.
AHRQ-funded; HS027819.
Citation:
Li LX, Szymczak JE, Keller SC .
Antibiotic stewardship in direct-to-consumer telemedicine: translating interventions into the virtual realm.
J Antimicrob Chemother 2021 Dec 24;77(1):13-15. doi: 10.1093/jac/dkab371..
Keywords:
Antibiotics, Antimicrobial Stewardship, Medication, Telehealth, Health Information Technology (HIT)
Kilgallon JL, Gannon M, Burns Z
Multicomponent intervention to improve blood pressure management in chronic kidney disease: a protocol for a pragmatic clinical trial.
This study’s objective is to develop an intervention for the primary care management of uncontrolled hypertension (HTN) in chronic kidney disease (CKD) utilizing user-centered design principles and behavioral economic principles, test the effectiveness of that intervention, and collect implementation data that will facilitate the application of the intervention in other practice settings. One hundred and eighty-four eligible clinical physicians from 15 practices of The Brigham and Women's Practice -Based Research Network are enrolled in the study. The researchers will use the Reach Effectiveness Adoption Implementation Maintenance framework to assess the intervention’s effectiveness in impacting a change in mean systolic blood pressure between baseline and 6 months.
AHRQ-funded; 233201500020I; HS026506; HS028127.
Citation:
Kilgallon JL, Gannon M, Burns Z .
Multicomponent intervention to improve blood pressure management in chronic kidney disease: a protocol for a pragmatic clinical trial.
BMJ Open 2021 Dec 22;11(12):e054065. doi: 10.1136/bmjopen-2021-054065..
Keywords:
Kidney Disease and Health, Blood Pressure, Hypertension, Clinical Decision Support (CDS), Health Information Technology (HIT)
Lin JS, Hoffman L, Bean SI
Addressing racism in preventive services: methods report to support the US Preventive Services Task Force.
The purpose of this report was to articulate the definitional and conceptual issues around racism and health inequity and to describe how racism and health inequities are currently addressed in preventive health. An audit was conducted assessing published literature on policy and position statements addressing racism, a subset of cancer and cardiovascular topics in USPSTF reports, recent systematic reviews on interventions to reduce health inequities, and societies, organizations, agencies, and funding bodies to gather information about how they address racism and health equity. Findings showed that racism is complex and pervasive, operates at multiple interrelated levels, and exerts negative effects on other social determinants and health and well-being through multiple pathways. The most directly relevant and immediately useful guidance identified is that from the GRADE (Grading of Recommendations Assessment, Development and Evaluation) working group.
AHRQ-funded; 290201600006C.
Citation:
Lin JS, Hoffman L, Bean SI .
Addressing racism in preventive services: methods report to support the US Preventive Services Task Force.
JAMA 2021 Dec 21;326(23):2412-20. doi: 10.1001/jama.2021.17579..
Keywords:
U.S. Preventive Services Task Force (USPSTF), Social Determinants of Health, Racial / Ethnic Minorities, Disparities, Research Methodologies, Prevention, Evidence-Based Practice
Wilcock AD, Joshi S, Escarce J
Luck of the draw: role of chance in the assignment of Medicare readmissions penalties.
Pay-for-performance programs are one strategy used by health plans to improve the efficiency and quality of care delivered to beneficiaries. Under such programs, providers are often compared against their peers in order to win bonuses or face penalties in payment. The purpose of this study was to investigate the impact luck can have on the assessment of performance, the researchers investigated its role in assigning penalties under Medicare's Hospital Readmissions Reduction Policy (HRRP), a program that penalizes hospitals with excess readmissions.
AHRQ-funded; HS024284.
Citation:
Wilcock AD, Joshi S, Escarce J .
Luck of the draw: role of chance in the assignment of Medicare readmissions penalties.
PLoS One 2021 Dec 21;16(12):e0261363. doi: 10.1371/journal.pone.0261363..
Keywords:
Medicare, Payment, Hospital Readmissions, Provider Performance, Quality of Care
Agbalajobi OM, Gmelin T, Moon AM
Characteristics of opioid prescribing to outpatients with chronic liver diseases: a call for action.
This retrospective cohort study investigated opioid prescribing patterns among patients with chronic liver disease (CLD) at a single medical center. These patients (12,425) were followed for one year from October 2015 to September 2016. Nearly half (47%) were prescribed opioids over a one-year period, with 17% receiving high-risk prescriptions. Characteristics associated with high-risk opioid prescriptions included female gender, Medicaid insurance, cirrhosis and baseline chronic pain, depression, anxiety, substance use disorder, and Charlson comorbidity score. Non-alcoholic fatty liver disease was associated with decreased high-risk opioid prescriptions.
AHRQ-funded; HS019461.
Citation:
Agbalajobi OM, Gmelin T, Moon AM .
Characteristics of opioid prescribing to outpatients with chronic liver diseases: a call for action.
PLoS One 2021 Dec 17;16(12):e0261377. doi: 10.1371/journal.pone.0261377..
Keywords:
Opioids, Medication, Practice Patterns, Pain, Chronic Conditions
Franklin PD, Bond CP, Rothrock NE
Strategies for effective implementation of patient-reported outcome measures in arthroplasty practice.
This study’s goal was to synthesize patient-reported outcome measure (PROM) implementation strategies that are successfully used by hundreds of arthroplasty surgeons and early PROM-adopter clinical systems. The authors developed guidelines to inform clinical care, drive quality-improvement activities, and support reporting for payer-sponsored incentives. They also outlined future research that is needed to define methods for optimal patient engagement, technology infrastructure, and operational systems to seamlessly integrate PROM collection in clinical care.
AHRQ-funded; HS018910.
Citation:
Franklin PD, Bond CP, Rothrock NE .
Strategies for effective implementation of patient-reported outcome measures in arthroplasty practice.
J Bone Joint Surg Am 2021 Dec 15;103(24):e97. doi: 10.2106/jbjs.20.02072..
Keywords:
Patient-Centered Outcomes Research, Orthopedics, Quality Improvement, Quality of Care, Evidence-Based Practice, Implementation, Outcomes
Thorsness R, Wang V, Patzer RE
Association of social risk factors with home dialysis and kidney transplant rates in dialysis facilities.
This study examines rates of home dialysis and transplant at dialysis facilities that serve patients with high social risk to understand how they fare under the End-Stage Renal Disease Treatment Choices Model.
AHRQ-funded; HS028285.
Citation:
Thorsness R, Wang V, Patzer RE .
Association of social risk factors with home dialysis and kidney transplant rates in dialysis facilities.
JAMA 2021 Dec 14;326(22):2323-25. doi: 10.1001/jama.2021.18372..
Keywords:
Dialysis, Kidney Disease and Health, Transplantation, Risk
Villa-Zapata L, Carhart BS, Horn JR
Serum potassium changes due to concomitant ACEI/ARB and spironolactone therapy: a systematic review and meta-analysis.
The purpose of this study was to provide evidence of serum potassium changes in individuals taking angiotensin-converting enzyme inhibitors (ACEIs) and/or angiotensin receptor blockers (ARBs) concomitantly with spironolactone compared to ACEI/ARB therapy alone. The investigators concluded that treatment with spironolactone in combination with ACEI/ARB therapy increases the mean serum potassium concentration by less than 0.20 mEq/L compared to ACEI/ARB therapy alone.
AHRQ-funded; HS025984.
Citation:
Villa-Zapata L, Carhart BS, Horn JR .
Serum potassium changes due to concomitant ACEI/ARB and spironolactone therapy: a systematic review and meta-analysis.
Am J Health Syst Pharm 2021 Dec 9;78(24):2245-55. doi: 10.1093/ajhp/zxab215..
Keywords:
Medication, Comparative Effectiveness, Heart Disease and Health, Cardiovascular Conditions
James TG, Varnes JR, Sullivan MK
Conceptual model of emergency department utilization among deaf and hard-of-hearing patients: a critical review.
10.3390/ijerph182412901.
This study’s purpose was to develop a conceptual model describing patient and non-patient factors influencing emergency department (ED) utilization and care processes among deaf and hard-of-hearing (DHH) populations. This critical review used Andersen’s Behavioral Model of Health Services Use and the PRECEDE-PROCEED Model to classify factors based on their theoretical and/or empirically described role. The conceptual model developed provides predisposing, enabling, and reinforcing factors influencing DHH patient care, ED care seeking, and ED care processes.
This study’s purpose was to develop a conceptual model describing patient and non-patient factors influencing emergency department (ED) utilization and care processes among deaf and hard-of-hearing (DHH) populations. This critical review used Andersen’s Behavioral Model of Health Services Use and the PRECEDE-PROCEED Model to classify factors based on their theoretical and/or empirically described role. The conceptual model developed provides predisposing, enabling, and reinforcing factors influencing DHH patient care, ED care seeking, and ED care processes.
AHRQ-funded; HS027537.
Citation:
James TG, Varnes JR, Sullivan MK .
Conceptual model of emergency department utilization among deaf and hard-of-hearing patients: a critical review.
Int J Environ Res Public Health 2021 Dec 7;18(24). doi: 10.3390/ijerph182412901..
Keywords:
Emergency Department, Disabilities, Healthcare Utilization
Williams D, Stout MJ, Rosenbloom JI
Preeclampsia predicts risk of hospitalization for heart failure with preserved ejection fraction.
Preeclampsia is associated with increased risk of future heart failure (HF), but the relationship between preeclampsia and HF subtypes are not well-established. The objective of this analysis was to identify the risk of HF with preserved ejection fraction (HFpEF) following a delivery complicated by preeclampsia/eclampsia. The investigators concluded that preeclampsia/eclampsia was an independent risk factor for future hospitalizations for HFpEF.
AHRQ-funded; HS019455.
Citation:
Williams D, Stout MJ, Rosenbloom JI .
Preeclampsia predicts risk of hospitalization for heart failure with preserved ejection fraction.
J Am Coll Cardiol 2021 Dec 7;78(23):2281-90. doi: 10.1016/j.jacc.2021.09.1360..
Keywords:
Healthcare Cost and Utilization Project (HCUP), Heart Disease and Health, Cardiovascular Conditions, Hospitalization, Risk, Labor and Delivery, Pregnancy, Women
Chou R, Pappas M, Dana T
Screening and interventions to prevent dental caries in children younger than 5 years: updated evidence report and systematic review for the US Preventive Services Task Force.
The purpose of this evidence review was to update the 2014 review on dental caries screening and preventive interventions to inform the USPSTF. Findings showed no direct evidence on benefits and harms of primary care oral health screening or referral to dentist, while dietary fluoride supplementation and fluoride varnish were associated with improved caries outcomes in higher-risk children and settings.
AHRQ-funded; 290201500009I.
Citation:
Chou R, Pappas M, Dana T .
Screening and interventions to prevent dental caries in children younger than 5 years: updated evidence report and systematic review for the US Preventive Services Task Force.
JAMA 2021 Dec 7;326(21):2179-92. doi: 10.1001/jama.2021.15658..
Keywords:
U.S. Preventive Services Task Force (USPSTF), Children/Adolescents, Dental and Oral Health, Screening, Evidence-Based Practice, Guidelines, Prevention
Vaughn VM, Gandhi TN, Chopra V
Antibiotic overuse after hospital discharge: a multi-hospital cohort study.
Antibiotics are commonly prescribed to patients as they leave the hospital. In this study, the investigators aimed to create a comprehensive metric to characterize antibiotic overuse after discharge among hospitalized patients treated for pneumonia or urinary tract infection (UTI) and determine whether overuse varied across hospitals and conditions. The investigators concluded that antibiotic overuse after discharge was common and varied widely between hospitals.
AHRQ-funded; HS026530.
Citation:
Vaughn VM, Gandhi TN, Chopra V .
Antibiotic overuse after hospital discharge: a multi-hospital cohort study.
Clin Infect Dis 2020 Dec 6;73(11):e4499-e506. doi: 10.1093/cid/ciaa1372..
Keywords:
Antibiotics, Antimicrobial Stewardship, Medication, Hospital Discharge
Moehring RW, Ashley ESD, Davis AE
Development of an electronic definition for de-escalation of antibiotics in hospitalized patients.
The authors defined antibiotic de-escalation as reduction in either the number of antibiotics or spectrum rank and performed a retrospective study among 5 hospitals. They found that their electronic de-escalation metric demonstrated variation among hospitals, units, and diagnoses. They suggested that their metric may be useful for assessing stewardship opportunities and impact.
AHRQ-funded; HS023866.
Citation:
Moehring RW, Ashley ESD, Davis AE .
Development of an electronic definition for de-escalation of antibiotics in hospitalized patients.
Clin Infect Dis 2021 Dec 6;73(11):e4507-e14. doi: 10.1093/cid/ciaa932..
Keywords:
Antimicrobial Stewardship, Antibiotics, Medication, Inpatient Care
Goodman KE, Pineles L, Magder LS
Electronically available patient claims data improve models for comparing antibiotic use across hospitals: results from 576 U.S. facilities.
This study’s goal was to identify comorbidities causally related to appropriate antibiotic use and to compare seven models that include these comorbidities and other patient-level claims variables to a facility model for risk-adjusting inpatient antibiotic utilization. Subjects included adults discharged from Premier Database hospitals in 2016-2017. Findings showed that adding electronically available patient claims data to facility models consistently improved antibiotic utilization predictions and yielded substantial movement in hospitals' utilization rankings.
AHRQ-funded; HS026205.
Citation:
Goodman KE, Pineles L, Magder LS .
Electronically available patient claims data improve models for comparing antibiotic use across hospitals: results from 576 U.S. facilities.
Clin Infect Dis 2021 Dec 6;73(11):e4484-e92. doi: 10.1093/cid/ciaa1127..
Keywords:
Antibiotics, Antimicrobial Stewardship, Hospitals
Racila AM, O'Shea AMJ, Nair R
Using nasal povidone-iodine to prevent bloodstream infections and transmission of Staphylococcus aureus among haemodialysis
This article describes a planned study; the objective is to determine the clinical efficacy and effectiveness of a novel intervention using nasal povidone-iodine to prevent bloodstream infections among patients in hemodialysis units. Findings will be presented at international meetings, and the study team will publish findings in peer-reviewed journals, making each accepted peer-reviewed manuscript publicly available.
AHRQ-funded; HS026724.
Citation:
Racila AM, O'Shea AMJ, Nair R .
Using nasal povidone-iodine to prevent bloodstream infections and transmission of Staphylococcus aureus among haemodialysis
BMJ Open 2021 Dec 3;11(12):e048830. doi: 10.1136/bmjopen-2021-048830..
Keywords:
Healthcare-Associated Infections (HAIs), Kidney Disease and Health, Prevention
Andrews AL, Brinton DL, Simpson AN
A comparison of administrative claims-based risk predictors for pediatric asthma.
This retrospective cohort study used 2013-2014 MarketScan Medicaid data to compare administrative claims-based risk predictors of emergency department (ED) visits for pediatric asthma. The cohort included were children aged 2 to 17 years. Seven risk predictors were compared for 3-month subsequent ED visits/hospitalizations: 3-month rolling asthma medication ratio (AMR), Healthcare Effectiveness Data and Information Set (HEDIS) criteria, revised HEDIS criteria, quarterly short-acting β-agonist (SABA) claims, prior ED visit, prior hospitalization, and prior ED visit or hospitalization. Sensitivity, specificity, positive and negative predictive value (PPV and NPV), and percentage of population identified as high risk were compared for each risk predictor utilization the McNemar test. Cohort total population was 214,452 children with a mean age of 7.8 years. HEDIS and revised HEDIS identified prohibitively large cohorts as high-risk (67% and 48%). For the remaining measures, the NPV range was 97% to 99%, indicating high performance at identifying patients who would not benefit from intervention using AMR and SABA count. Superior sensitivities were found for ED visit and ED/hospitalization measures compared with pharmacy claims-based measures.
AHRQ-funded; HS026783.
Citation:
Andrews AL, Brinton DL, Simpson AN .
A comparison of administrative claims-based risk predictors for pediatric asthma.
Am J Manag Care 2021 Dec;27(12):533-37. doi: 10.37765/ajmc.2021.88792..
Keywords:
Asthma, Respiratory Conditions, Chronic Conditions, Risk
Peipert JD, Lad T, Khosla PG
A low literacy, multimedia health information technology intervention to enhance patient-centered cancer care in safety net settings increased cancer knowledge in a randomized controlled trial.
In this study, the investigators tested whether a low-literacy-friendly, multimedia information and assessment system used in daily clinical practice enhanced patient-centered care and improved patient outcomes. This was a prospective, parallel-group, randomized controlled trial with 2 arms, CancerHelp-Talking Touchscreen (CancerHelp-TT) versus control, among adults with Stage I-III breast or colorectal cancer receiving chemotherapy and/or radiation therapy in safety net settings.
AHRQ-funded; HS017300.
Citation:
Peipert JD, Lad T, Khosla PG .
A low literacy, multimedia health information technology intervention to enhance patient-centered cancer care in safety net settings increased cancer knowledge in a randomized controlled trial.
Cancer Control 2021 Jan-Dec;28:10732748211036783. doi: 10.1177/10732748211036783..
Keywords:
Health Literacy, Patient-Centered Healthcare, Cancer, Safety Net, Education: Patient and Caregiver, Health Information Technology (HIT)
Fong A, Behzad S, Pruitt Z
A machine learning approach to reclassifying miscellaneous patient safety event reports.
This research paper describes an effort to develop a machine learning natural language processing model to reclassify medical adverse events that were classified as “miscellaneous” as opposed to a specific event-type category. The authors integrated the model into a clinical workflow dashboard, evaluated user feedback, and compared differences in user thresholds for model performance to reclassify those reports.
AHRQ-funded; HS026481.
Citation:
Fong A, Behzad S, Pruitt Z .
A machine learning approach to reclassifying miscellaneous patient safety event reports.
J Patient Saf 2021 Dec 1;17(8):e829-e33. doi: 10.1097/pts.0000000000000731..
Keywords:
Patient Safety, Health Information Technology (HIT), Medical Errors
Nanji KC, Shaikh SD, Jaffari A
A Monte Carlo simulation to estimate the additional cost associated with adverse medication events leading to intraoperative hypotension and/or hypertension in the United States.
This study’s objective was to estimate the rates of clinically significant intraoperative hypotension and hypertension. Systematic literature reviews were conducted to estimate incidence and additional costs of acute kidney injury (AKI), acute myocardial injury, and stroke after intraoperative hypotension and hypertension. The authors used Monte Carlo simulation to estimate annual costs to the U.S. healthcare system. Intraoperative hypotension occurred in 11 of 277 operations (3.97%), a >30% drop in baseline mean arterial pressure hypotension in patients with coronary artery disease in 9 operations (3.25%), and hypertension in 14 operations (5.05%). After hypertension, incremental stroke incidence was 4.76%. The authors estimated 11,513 cases of AKI, 5914 cases of acute myocardial injury, 345 cases of stroke after intraoperative hypotension, and 47,774 cases of stroke after intraoperative hypertension. Estimated costs were $1.7 billion, of which $923 million are preventable.
AHRQ-funded; HS024764.
Citation:
Nanji KC, Shaikh SD, Jaffari A .
A Monte Carlo simulation to estimate the additional cost associated with adverse medication events leading to intraoperative hypotension and/or hypertension in the United States.
J Patient Saf 2021 Dec 1;17(8):e758-e64. doi: 10.1097/pts.0000000000000926..
Keywords:
Medication, Adverse Drug Events (ADE), Adverse Events, Healthcare Costs
Sankaran RR, Ameling JM, Cohn AEM
A practical guide for building collaborations between clinical researchers and engineers: lessons learned from a multidisciplinary patient safety project.
The objective of this study was to prepare research teams that are embarking on collaborations regarding common challenges and training needs to anticipate while developing multidisciplinary teams. Researchers developed a practical guide to describe anticipated challenges and solutions to consider for developing successful partnerships between engineering and clinical researchers. They also developed and shared a checklist for project managers as well as the training materials as adaptable resources to facilitate other teams' initiation into these types of collaborations.
AHRQ-funded; HS019767; HS024385.
Citation:
Sankaran RR, Ameling JM, Cohn AEM .
A practical guide for building collaborations between clinical researchers and engineers: lessons learned from a multidisciplinary patient safety project.
J Patient Saf 2021 Dec 1;17(8):e1420-e27. doi: 10.1097/pts.0000000000000667..
Keywords:
Patient Safety