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Search All Research Studies
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- Adverse Events (1)
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- (-) Electronic Health Records (EHRs) (18)
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- (-) Intensive Care Unit (ICU) (18)
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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 18 of 18 Research Studies DisplayedKang D, Charlton P, Applebury DE
Utilizing eye tracking to assess electronic health record use by pharmacists in the intensive care unit.
The authors conducted a study using high-fidelity electronic health record (EHR)-based simulations with incorporated eye tracking to understand the workflow of critical care pharmacists within the EHR, with specific attention to the data elements most frequently viewed. They found that, in addition to medication information, laboratory data and clinical notes are key focuses of intensive care unit pharmacist review of patient records and that navigation to multiple screens is required in order to view these data with the EHR.
AHRQ-funded; HS023793.
Citation: Kang D, Charlton P, Applebury DE .
Utilizing eye tracking to assess electronic health record use by pharmacists in the intensive care unit.
Am J Health Syst Pharm 2022 Nov 7;79(22):2018-25. doi: 10.1093/ajhp/zxac158..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Critical Care, Provider: Pharmacist
Shafer GJ, Singh H, Thomas EJ
Frequency of diagnostic errors in the neonatal intensive care unit: a retrospective cohort study.
The objective of this study was to determine the frequency and etiology of diagnostic errors during the first 7 days of admission for inborn neonatal intensive care unit (NICU) patients. The "Safer Dx NICU Instrument" was used to review electronic health records. The reviewers discovered that the frequency of diagnostic error in inborn NICU patients during the first 7 days of admission was 6.2%.
AHRQ-funded; HS027363.
Citation: Shafer GJ, Singh H, Thomas EJ .
Frequency of diagnostic errors in the neonatal intensive care unit: a retrospective cohort study.
J Perinatol 2022 Oct;42(10):1312-18. doi: 10.1038/s41372-022-01359-9..
Keywords: Newborns/Infants, Intensive Care Unit (ICU), Critical Care, Diagnostic Safety and Quality, Medical Errors, Adverse Events, Patient Safety, Electronic Health Records (EHRs), Health Information Technology (HIT)
Cifra CL, Tigges CR, Miller SL
Reporting outcomes of pediatric intensive care unit patients to referring physicians via an electronic health record-based feedback system.
Before critically ill children are sent to a pediatric intensive care unit (PICU), many receive their initial evaluations from front-line emergency care clinicians with variable levels of pediatric training. The authors state that reporting pediatric patient outcomes back to the front-line clinicians who provided the emergency care may offer valuable lessons. The purpose of the study was to evaluate a semiautomated electronic health record (EHR)-supported feedback system, developed at a single institution, to determine its usability and clinical relevance in providing timely and relevant PICU feedback to the front-line referring emergency department (ED) clinicians. Applying the Health Information Technology Safety Framework as a guiding model, the researchers conducted qualitative research with stakeholders, and then translated stakeholder, organizational, and usability objectives to design, develop, implement, and assess a semi-automated HER-supported feedback system. The study applied three cycles of an iterative process of implementation and evaluation over 6 months and determined that an EHR-supported feedback process is feasible, and can provide timely, usable, and clinically relevant feedback. In usability testing, physicians reported the process added minimal workload, was well integrated into their existing clinical workflows, and both the act of delivering and receiving feedback was relevant to their clinical practice. The study concluded that a semiautomated EHR-supported clinical feedback system to provide referring ED clinicians with patient outcome feedback was feasible, usable, and relevant to providers. The authors recommend future research to explore applicability to other, similar clinical settings and situations.
AHRQ-funded; HS027363; HS026965.
Citation: Cifra CL, Tigges CR, Miller SL .
Reporting outcomes of pediatric intensive care unit patients to referring physicians via an electronic health record-based feedback system.
Appl Clin Inform 2022 Mar;13(2):495-503. doi: 10.1055/s-0042-1748147..
Keywords: Children/Adolescents, Intensive Care Unit (ICU), Electronic Health Records (EHRs), Health Information Technology (HIT)
Applebury DE, Robinson EJ, Gold JA
Pilot testing of simulation in the evaluation of a novel, rapidly deployable electronic health record for use in disaster intensive care.
This purpose of this study was to present the application of simulation to assess a quickly scalable hub-and-spoke model for Electronic Health Record (EHR) system deployment and monitoring, utilizing asynchronous training. The researchers modified existing commercial EHR products to function as the entry point from a simulated hospital and a separate system for tele-ICU support and data monitoring. A modular video-based curriculum was developed for asynchronous training of users. The curriculum's effectiveness was evaluated through the completion of standard ICU documentation tasks in a high-fidelity simulation. Additional endpoints included EHR navigation assessment, user satisfaction (Net Promoter), system usability (System Usability Scale-SUS), and cognitive load (NASA-TLX). The study found that 5 participants achieved a 100% task completion rate in all domains, except for ventilator data (91%). The systems demonstrated high satisfaction, satisfactory usability, and acceptable cognitive load, with higher cognitive loads correlating to the number of screens used.
AHRQ-funded; HS023793.
Citation: Applebury DE, Robinson EJ, Gold JA .
Pilot testing of simulation in the evaluation of a novel, rapidly deployable electronic health record for use in disaster intensive care.
Disaster Med Public Health Prep 2021 Oct 22; 17:e51. doi: 10.1017/dmp.2021.302..
Keywords: COVID-19, Emergency Preparedness, Electronic Health Records (EHRs), Health Information Technology (HIT), Public Health, Intensive Care Unit (ICU), Critical Care
Kizzier-Carnahan V, Artis KA, Mohan V
Frequency of passive EHR alerts in the ICU: another form of alert fatigue?
The authors researched the impact of passive data alerts in the intensive care unit (ICU) on patient safety. They found that the average ICU patient generates a large number of passive alerts daily, many of which may be clinically irrelevant. Issues with Electronic Health Record design and use likely further magnified this problem. They concluded that their results established the need for additional studies to understand how a high burden of passive alerts impact clinical decision making and how to design passive alerts to optimize their clinical utility.
AHRQ-funded; HS023793; HS021637.
Citation: Kizzier-Carnahan V, Artis KA, Mohan V .
Frequency of passive EHR alerts in the ICU: another form of alert fatigue?
J Patient Saf 2019 Sep;15(3):246-50. doi: 10.1097/pts.0000000000000270..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Patient Safety
Carayon P, Wetterneck TB, Cartmill R
Medication safety in two intensive care units of a community teaching hospital after electronic health record implementation: sociotechnical and human factors engineering considerations.
This study examined the impact of electronic health record (EHR) implementation in two intensive care units (ICUs). The authors assessed 1254 consecutive admissions before and after an EHR implementation. They identified 4063 medication-related events either pre-implementation (2074 events) or post-implementation (1989 events). The overall potential for harm due to medication errors decreased post-implementation, but only 2 of the 3 error rates were significantly lower post-implementation. They observed reductions in rates of medication errors per admission at the stages of transcription, dispensing, and administration. In the ordering stage, 4 error types decreased post-implementation (orders with omitted information, error-prone abbreviations, illegible orders, failure to renew orders) and 4 error types increased post-implementation (orders of wrong drug, orders containing a wrong start or stop time, duplicate orders, orders with inappropriate or wrong information).
AHRQ-funded; HS015274; HS000083.
Citation: Carayon P, Wetterneck TB, Cartmill R .
Medication safety in two intensive care units of a community teaching hospital after electronic health record implementation: sociotechnical and human factors engineering considerations.
J Patient Saf 2021 Aug 1;17(5):e429-e39. doi: 10.1097/pts.0000000000000358.
AHRQ-funded; HS015274; HS000083..
AHRQ-funded; HS015274; HS000083..
Keywords: Medication: Safety, Medication, Intensive Care Unit (ICU), Critical Care, Patient Safety, Electronic Health Records (EHRs), Health Information Technology (HIT)
Kruser JM, Benjamin BT, Gordon EJ
Patient and family engagement during treatment decisions in an ICU: a discourse analysis of the electronic health record.
This study looked at patient and family engagement during treatment decisions with patients in a medical ICU. A total of 52 patients were included who had been admitted to a hospital ICU during 2016. Half of them met a consensus definition of chronic critical illness, and the other half either died or had transitioned to hospice care in the ICU. Clinical electronic health records (EHRs) were used to document decision points. The phrase “goals of care” was frequently found in the HER and was used to indicate poor prognosis.
AHRQ-funded; HS000078.
Citation: Kruser JM, Benjamin BT, Gordon EJ .
Patient and family engagement during treatment decisions in an ICU: a discourse analysis of the electronic health record.
Crit Care Med 2019 Jun;47(6):784-91. doi: 10.1097/ccm.0000000000003711..
Keywords: Critical Care, Decision Making, Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Patient and Family Engagement
Asan O, Scanlan MC, Crotty B
Parental perceptions of displayed patient data in a PICU: an example of unintentional empowerment.
The objective of this study was to explore the perceptions of parents of pediatric patients in a PICU regarding real-time open electronic health record data displayed in patient rooms. The investigators suggest that a new health information technology system providing continuous access to open electronic health record data may be an effective way to empower and engage parents in the PICU, but also note potential drawbacks.
AHRQ-funded; HS023626.
Citation: Asan O, Scanlan MC, Crotty B .
Parental perceptions of displayed patient data in a PICU: an example of unintentional empowerment.
Pediatr Crit Care Med 2019 May;20(5):435-41. doi: 10.1097/pcc.0000000000001895..
Keywords: Caregiving, Children/Adolescents, Communication, Electronic Health Records (EHRs), Health Information Technology (HIT), Hospitals, Intensive Care Unit (ICU), Patient and Family Engagement
Bordley J, Sakata KK, Bierman J
Use of a novel, electronic health record-centered, interprofessional ICU rounding simulation to understand latent safety issues.
The electronic health record is a primary source of information for all professional groups participating in ICU rounds. However, it is unclear how team dynamics impacts identification and verbalization of viewed data. Therefore, the investigators created an ICU rounding simulation to assess how the interprofessional team recognized and reported data and its impact on decision-making.
AHRQ-funded; HS023793.
Citation: Bordley J, Sakata KK, Bierman J .
Use of a novel, electronic health record-centered, interprofessional ICU rounding simulation to understand latent safety issues.
Crit Care Med 2018 Oct;46(10):1570-76. doi: 10.1097/ccm.0000000000003302..
Keywords: Decision Making, Electronic Health Records (EHRs), Intensive Care Unit (ICU), Patient Safety, Teams
Bordley J, Sakata KK, Bierman J
Medication history versus point-of-care platelet activity testing in patients with intracerebral hemorrhage.
This study evaluated whether reduced platelet activity detected by point-of-care (POC) testing was a better predictor of hematoma expansion and poor functional outcomes in patients with intracerebral hemorrhage (ICH) than a history of antiplatelet medication exposure. A history of antiplatelet medication use better identified patients at risk for hematoma growth and poor functional outcomes than POC measures of platelet activity after spontaneous ICH.
AHRQ-funded; HS023793.
Citation: Bordley J, Sakata KK, Bierman J .
Medication history versus point-of-care platelet activity testing in patients with intracerebral hemorrhage.
Crit Care Med 2018 Oct;46(10):1570-76. doi: 10.1097/ccm.0000000000003302..
Keywords: Decision Making, Electronic Health Records (EHRs), Intensive Care Unit (ICU), Patient Safety, Teams
Arthurs BJ, Mohan V, McGrath K
Impact of passive laboratory alerts on navigating electronic health records in intensive care simulations. Sage Open 2018 Apr/Jun;8(2).
This study examined whether the use of passive alerts highlighting abnormal results in electronic health records (EHRs) contribute to alert fatigue among clinicians. Researchers employed eye tracking during chart review. Passive alerts were associated with reduced gaze fixations. However, the alerts had no impact on the duration of physician trainees reviewing laboratory results and charts or identification of patient safety issues.
AHRQ-funded; HS023793; HS021637.
Citation: Arthurs BJ, Mohan V, McGrath K .
Impact of passive laboratory alerts on navigating electronic health records in intensive care simulations. Sage Open 2018 Apr/Jun;8(2).
Sage Open 2018 Apr/Jun;8(2)..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Patient Safety, Provider
Artis KA, Dyer E, Mohan V
Accuracy of laboratory data communication on ICU daily rounds using an electronic health record.
The researchers created a robust but simple methodology to measure the prevalence of inaccurately communicated (misrepresented) data and to characterize data communication failures by type. They found that clinician laboratory data retrieval and communication during ICU rounds at their institution was poor, prone to omissions and inaccuracies, yet largely unrecognized by the rounding team.
AHRQ-funded; HS023793.
Citation: Artis KA, Dyer E, Mohan V .
Accuracy of laboratory data communication on ICU daily rounds using an electronic health record.
Crit Care Med 2017 Feb;45(2):179-86. doi: 10.1097/ccm.0000000000002060.
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Keywords: Communication, Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Teams
Gold JA, Stephenson LE, Gorsuch A
Feasibility of utilizing a commercial eye tracker to assess electronic health record use during patient simulation.
The researchers reported on their use of eye- and screen-tracking technology to understand factors associated with poor error recognition during an intensive care unit-based electronic health record simulation. They concluded that eye tracking can be successfully integrated into electronic health record-based simulation and provides a surrogate measure of cognitive decision making and electronic health record usability.
AHRQ-funded; HS021637.
Citation: Gold JA, Stephenson LE, Gorsuch A .
Feasibility of utilizing a commercial eye tracker to assess electronic health record use during patient simulation.
Health Informatics J 2016 Sep;22(3):744-57. doi: 10.1177/1460458215590250.
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Keywords: Electronic Health Records (EHRs), Intensive Care Unit (ICU), Patient Safety
Sakata KK, Stephenson LS, Mulanax A
Professional and interprofessional differences in electronic health records use and recognition of safety issues in critically ill patients.
The authors conducted this study to determine how each professional group - physicians, nurses, and pharmacists - reviews electronic health records (EHR) data in preparation for rounds and their ability to identify patient safety issues. They found significant and non-overlapping differences in individual profession recognition of patient safety issues in the EHR which may be attributed to differences in EHR use.
AHRQ-funded; HS023793; HS021637.
Citation: Sakata KK, Stephenson LS, Mulanax A .
Professional and interprofessional differences in electronic health records use and recognition of safety issues in critically ill patients.
J Interprof Care 2016 Sep;30(5):636-42. doi: 10.1080/13561820.2016.1193479.
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Keywords: Critical Care, Electronic Health Records (EHRs), Provider: Health Personnel, Intensive Care Unit (ICU), Patient Safety
Asan O, Holden RJ, Flynn KE
Provider use of a novel EHR display in the pediatric intensive care unit. Large Customizable Interactive Monitor (LCIM).
The purpose of this study was to explore providers' perspectives on the use of a novel technology, "Large Customizable Interactive Monitor" (LCIM), a novel application of the electronic health record system implemented in a Pediatric Intensive Care Unit. The study revealed this next generation HIT might have great potential for family-centered rounds, team education during rounds, and family education/engagement in their child's health in the patient room.
AHRQ-funded; HS023626.
Citation: Asan O, Holden RJ, Flynn KE .
Provider use of a novel EHR display in the pediatric intensive care unit. Large Customizable Interactive Monitor (LCIM).
Appl Clin Inform 2016 Jul 20;7(3):682-92. doi: 10.4338/aci-2016-02-ra-0030.
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Keywords: Children/Adolescents, Electronic Health Records (EHRs), Intensive Care Unit (ICU), Patient and Family Engagement, Children/Adolescents
Carayon P, Wetterneck TB, Alyousef B
Impact of electronic health record technology on the work and workflow of physicians in the intensive care unit.
This study assessed the impact of EHR technology on the work and workflow of ICU physicians and compared time spent by ICU resident and attending physicians on various tasks before and after EHR implementation. It found that after EHR implementation, both residents and attending physicians spent more of their time on clinical review and documentation (40 percent and 55 percent increases, respectively).
AHRQ-funded; HS000083; HS015274.
Citation: Carayon P, Wetterneck TB, Alyousef B .
Impact of electronic health record technology on the work and workflow of physicians in the intensive care unit.
Int J Med Inform 2015 Aug;84(8):578-94. doi: 10.1016/j.ijmedinf.2015.04.002..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU)
Gold JA, Tutsch AS, Gorsuch A
Integrating the electronic health record into high-fidelity interprofessional intensive care unit simulations.
The authors described the impact of integrating the electronic health record (EHR) into high-fidelity, interprofessional intensive care unit (ICU) simulations, and the errors induced. They found a number of safety issues directly related to the EHR, and they now have an infrastructure to focus educational initiative and deploy informatics solutions to mitigate these safety issues.
AHRQ-funded; HS021637.
Citation: Gold JA, Tutsch AS, Gorsuch A .
Integrating the electronic health record into high-fidelity interprofessional intensive care unit simulations.
J Interprof Care 2015;29(6):562-3. doi: 10.3109/13561820.2015.1063482.
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Keywords: Decision Making, Electronic Health Records (EHRs), Intensive Care Unit (ICU), Patient Safety, Training
Collinsworth AW, Masica AL, Priest EL
Modifying the electronic health record to facilitate the implementation and evaluation of a bundled care program for intensive care unit delirium.
This case study describes how an integrated health care delivery system modified its inpatient electronic health record to accelerate the implementation and evaluation of ABCDE bundle deployment as a safety and quality initiative for the prevention of delirium in intensive care unit patients.
AHRQ-funded; HS021459
Citation: Collinsworth AW, Masica AL, Priest EL .
Modifying the electronic health record to facilitate the implementation and evaluation of a bundled care program for intensive care unit delirium.
eGEMS. 2014;2(1):1121. doi: 10.13063/2327-9214.1121..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Intensive Care Unit (ICU), Patient Safety, Quality of Care