National Healthcare Quality and Disparities Report
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AHRQ Research Studies Date
Topics
- Adverse Drug Events (ADE) (9)
- Adverse Events (7)
- Ambulatory Care and Surgery (1)
- Asthma (1)
- Blood Thinners (2)
- Cancer (1)
- Cardiovascular Conditions (2)
- Children/Adolescents (3)
- Chronic Conditions (1)
- Clinical Decision Support (CDS) (1)
- Critical Care (1)
- Decision Making (1)
- Diabetes (1)
- Elderly (1)
- (-) Electronic Health Records (EHRs) (22)
- Electronic Prescribing (E-Prescribing) (1)
- Emergency Department (2)
- Emergency Medical Services (EMS) (1)
- Healthcare Utilization (1)
- Health Information Technology (HIT) (20)
- Health Systems (1)
- Heart Disease and Health (1)
- Implementation (1)
- Intensive Care Unit (ICU) (1)
- Medical Errors (2)
- (-) Medication (22)
- Medication: Safety (6)
- Obesity (1)
- Obesity: Weight Management (1)
- Patient-Centered Outcomes Research (1)
- Patient Safety (8)
- Practice Patterns (1)
- Provider (1)
- Provider: Clinician (1)
- Quality Measures (1)
- Quality of Care (1)
- Respiratory Conditions (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 22 of 22 Research Studies DisplayedJiang Y, Mason M, Cho Y
Tolerance to oral anticancer agent treatment in older adults with cancer: a secondary analysis of data from electronic health records and a pilot study of patient-reported outcomes.
The purpose of this study was to explore the tolerance of capecitabine oral chemotherapy among older adults with cancer and investigate factors associated with related side effects and treatment changes. The researchers combined data from electronic health records and a pilot study of patient-reported outcomes, and found that older adults were more likely to experience fatigue and experienced more severe fatigue and hand-foot syndrome (HFS) than younger adults. The severity of fatigue and HFS were associated with the number of outpatient medications and the duration of treatment respectively. Female sex, breast cancer diagnosis, capecitabine monotherapy, and severe HFS were found to be associated with subsequent dose reductions. The study concluded that older adults were less likely to tolerate capecitabine treatment and had different co-occurring side effects compared to younger adults.
AHRQ-funded; HS027846.
Citation: Jiang Y, Mason M, Cho Y .
Tolerance to oral anticancer agent treatment in older adults with cancer: a secondary analysis of data from electronic health records and a pilot study of patient-reported outcomes.
BMC Cancer 2022 Sep 3;22(1):950. doi: 10.1186/s12885-022-10026-3..
Keywords: Elderly, Cancer, Medication, Adverse Drug Events (ADE), Adverse Events, Electronic Health Records (EHRs), Health Information Technology (HIT)
Vallamkonda S, Ortega CA, Lo YC
Identifying and reconciling patients' allergy information within the electronic health record.
The authors examined the prevalence of incompleteness, inaccuracy, and redundancy of allergy information within the electronic health record (EHR) for patients with a clinical encounter at any Mass General Brigham facility between January 1 and December 31, 2018. They identified 4 key places in the EHR containing reconcilable allergy information and determined that 45.2% of the patients had an active allergy entry, with 37.1% indicating a need for reconciliation.
AHRQ-funded; HS025375.
Citation: Vallamkonda S, Ortega CA, Lo YC .
Identifying and reconciling patients' allergy information within the electronic health record.
Stud Health Technol Inform 2022 Jun 6;290:120-24. doi: 10.3233/shti220044..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Adverse Drug Events (ADE), Adverse Events
Villa Zapata L, Boyce RD, Chou E
QTc prolongation with the use of hydroxychloroquine and concomitant arrhythmogenic medications: a retrospective study using electronic health records data.
The purpose of this AHRQ-funded retrospective study of electronic health records was to assess changes in the QTc interval in patients taking hydroxychloroquine (with or without concomitant QT-prolonging medications.) Patients were placed into one of 6 cohorts, depending upon their monotherapy with one of 3 different medications: hydroxychloroquine, methotrexate, or sulfasalazine, or, based on their exposure to any combination of those drugs with any other drug known to increase the QT interval. The study concluded that compared to sulfasalazine or methotrexate, hydroxychloroquine was related with an increase in the QTc interval.
AHRQ-funded; HS025984.
Citation: Villa Zapata L, Boyce RD, Chou E .
QTc prolongation with the use of hydroxychloroquine and concomitant arrhythmogenic medications: a retrospective study using electronic health records data.
Drugs Real World Outcomes 2022 Jun 5:1-9. doi: 10.1007/s40801-022-00307-5..
Keywords: Medication, Cardiovascular Conditions, Electronic Health Records (EHRs), Health Information Technology (HIT)
Yerneni S, Shah S, Blackley SV
Heterogeneity of drug allergies and reaction lists in two U.S. healthcare systems' electronic health records.
This study compared adverse drug reaction (ADRs) picklists for clinicians in the electronic health record (EHR) allergy list for two different healthcare institutions. The authors used data from the EHRs of patients who visited the emergency department or outpatient clinics at Brigham and Women's Hospital (BWH) and University of Colorado Hospital (UCH) from 2013-2018. They investigated the reactions on each picklist and compared the top 40 reactions at each institution, as well as the top 10 reactions within each drug class. Out of 2,160,116 patients sampled, 30% reported active drug allergies. The most commonly reported drug class allergens were similar between the two institutions, however BWH’s picklist had 48 reactions while UCH’s had 160. Twenty-nine reactions were shared by both picklists. There was a lot more granularity with UCH’s picklist so that body locality, swelling and edema were described in much greater detail than for BWH. These picklists may partially explain variations in reported ADRs across healthcare systems.
AHRQ-funded; HS025375.
Citation: Yerneni S, Shah S, Blackley SV .
Heterogeneity of drug allergies and reaction lists in two U.S. healthcare systems' electronic health records.
Appl Clin Inform 2022 May 26;13(3):741-51. doi: 10.1055/a-1862-9425..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Adverse Drug Events (ADE), Adverse Events, Medication: Safety, Patient Safety
Huo T, Li Q, Cardel MI
AHRQ Author: Mistry K
Enhancing quality measurement with clinical information: a use case of body mass index change among children taking second generation antipsychotics.
The authors sought to examine the extent to which body mass index (BMI) was available in electronic health records for Florida Medicaid recipients aged 5 to 18 years taking Second-Generation Antipsychotics (SGAP). They concluded that meeting the 2030 CMS goal of digital monitoring of quality of care will require continuing expansion of clinical encounter data capture to provide the data needed for digital quality monitoring. Using linked electronic health records and claims data allows identifying children at higher risk for SGAP-induced weight gain.
AHRQ-authored; AHRQ-funded; HS025298.
Citation: Huo T, Li Q, Cardel MI .
Enhancing quality measurement with clinical information: a use case of body mass index change among children taking second generation antipsychotics.
Acad Pediatr 2022 Apr;22(3S):S140-S49. doi: 10.1016/j.acap.2021.11.012..
Keywords: Children/Adolescents, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Obesity, Obesity: Weight Management, Quality Measures, Quality of Care
Barnes GD, Sippola E, Ranusch A
Implementing an electronic health record dashboard for safe anticoagulant management: learning from qualitative interviews with existing and potential users to develop an implementation process.
This study examined the implementation of electronic dashboards and the key barriers that were found. Semi-structured interviews were conducted at the national Veterans Health Affairs (VA) following implementation of a population health tool, and in Michigan for the Michigan Anticoagulation Quality Improvement Initiative (MAQI(2) dashboard tool designed for pharmacist or nurse use to monitor safe outpatient anticoagulant prescribing by physicians and other clinicians. A total of 45 stakeholders were interviewed, 32 at the VA, and 13 at MAQI(2). Five key determinants of implementation success were identified: (1) clinician authority and autonomy, (2) clinician self-identity and job satisfaction, (3) documentation and administrative needs, (4) staffing and work schedule, and (5) integration with existing information systems. Key differences between the two contexts included concerns about IT support and prioritization within MAQI(2) prior to implementation but not VHA after implementation and also concerns about authority and autonomy.
AHRQ-funded; HS026874.
Citation: Barnes GD, Sippola E, Ranusch A .
Implementing an electronic health record dashboard for safe anticoagulant management: learning from qualitative interviews with existing and potential users to develop an implementation process.
Implement Sci Commun 2022 Feb 2;3(1):10. doi: 10.1186/s43058-022-00262-w..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Blood Thinners, Medication, Implementation
Kan K, Shaunfield S, Kanaley M
Health provider perspectives of electronic medication monitoring in outpatient asthma care: a qualitative investigation using the consolidated framework for implementation research.
This study’s objective was to quantitatively explore the experience of health providers using electronic medication monitoring (EMM) in pediatric outpatient asthma care. The authors conducted interviews with 10 health providers using the Consolidated Framework of Implementation Research (CFIR) on their EMM experience with asthma patients from 5 primary care or specialty clinics. The EMM tracked albuterol and inhaled corticosteroid (ICS) use. Health providers called parents whenever ICS adherence waned, or albuterol use increased. The interviews were audio-recorded, transcribed, and deductively analyzed. Most providers felt the intervention improved care delivery, but implementation of the intervention model would require additional employees to handle the increased administrative and clinical workload.
AHRQ-funded; HS026385.
Citation: Kan K, Shaunfield S, Kanaley M .
Health provider perspectives of electronic medication monitoring in outpatient asthma care: a qualitative investigation using the consolidated framework for implementation research.
J Asthma 2022 Feb;59(2):342-51. doi: 10.1080/02770903.2020.1846745..
Keywords: Children/Adolescents, Asthma, Respiratory Conditions, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Ambulatory Care and Surgery
Horng S, Joseph JW, Calder S
Assessment of unintentional duplicate orders by emergency department clinicians before and after implementation of a visual aid in the electronic health record ordering system.
The purpose of this cohort study was to determine whether a simple visual aid was associated with a reduction in duplicate ordering of tests and medications. An interrupted time series model was used to analyze a series of consecutive patients who visited the emergency department of a large volume academic hospital. The researchers conclude that passive visual cues that provided just-in-time decision support were associated with reductions in unintentional duplicate orders for laboratory and radiology tests but not in unintentional duplicate medication orders.
AHRQ-funded; HS024288.
Citation: Horng S, Joseph JW, Calder S .
Assessment of unintentional duplicate orders by emergency department clinicians before and after implementation of a visual aid in the electronic health record ordering system.
JAMA Netw Open 2019 Dec 2;2(12):e1916499. doi: 10.1001/jamanetworkopen.2019.16499..
Keywords: Electronic Health Records (EHRs), Emergency Department, Health Information Technology (HIT), Patient-Centered Outcomes Research, Medication
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)
Lambert BL, Galanter W, Liu KL
Automated detection of wrong-drug prescribing errors.
Investigators assessed the specificity of an algorithm designed to detect look-alike/sound-alike (LASA) medication prescribing errors in electronic health record (EHR) data. They found that automated detection of LASA medication errors is feasible and can reveal errors not currently detected by other means. Additionally, real-time error detection is not possible with the current system. They suggested that further development should replicate their analysis in other health systems and on a larger set of medications and should decrease clinician time spent reviewing false-positive triggers by increasing specificity.
AHRQ-funded; HS021093.
Citation: Lambert BL, Galanter W, Liu KL .
Automated detection of wrong-drug prescribing errors.
BMJ Qual Saf 2019 Nov;28(11):908-15. doi: 10.1136/bmjqs-2019-009420..
Keywords: Adverse Drug Events (ADE), Adverse Events, Clinical Decision Support (CDS), Electronic Health Records (EHRs), Health Information Technology (HIT), Medical Errors, Medication, Patient Safety
Wang SV, Rogers JR, Jin Y
Stepped-wedge randomised trial to evaluate population health intervention designed to increase appropriate anticoagulation in patients with atrial fibrillation.
Clinical guidelines recommend anticoagulation for patients with atrial fibrillation (AF) at high risk of stroke; however, studies report 40% of this population is not anticoagulated. The purpose of this study was to evaluate a population health intervention to increase anticoagulation use in high-risk patients with AF. The investigators concluded that algorithms to identify underuse of anticoagulation among patients with AF in healthcare databases may not capture clinical subtleties or patient preferences and may overestimate the extent of undertreatment.
AHRQ-funded; HS022193.
Citation: Wang SV, Rogers JR, Jin Y .
Stepped-wedge randomised trial to evaluate population health intervention designed to increase appropriate anticoagulation in patients with atrial fibrillation.
BMJ Qual Saf 2019 Oct;28(10):835-42. doi: 10.1136/bmjqs-2019-009367..
Keywords: Blood Thinners, Heart Disease and Health, Cardiovascular Conditions, Medication, Health Information Technology (HIT), Decision Making, Electronic Health Records (EHRs), Practice Patterns, Healthcare Utilization
Rangachari P, Dellsperger KC, Rethemeyer RK
A health system's pilot experience with using Social Knowledge Networking (SKN) technology to enable meaningful use of EHR medication reconciliation technology.
Similar to issues faced in health systems across USA, AU Health, based in Augusta, Georgia, faced a scenario of low physician engagement in, and limited-use of its Electronic Health Record (EHR) Medication Reconciliation (MedRec) technology, which translated to high rates of medication discrepancies and low accuracy of the patient's active medication list, during transitions of care. This paper describes AU Health’s pilot experience with using Social Knowledge Networking (SKN) technology to enable meaningful use of EHR medication reconciliation technology.
AHRQ-funded; HS024335.
Citation: Rangachari P, Dellsperger KC, Rethemeyer RK .
A health system's pilot experience with using Social Knowledge Networking (SKN) technology to enable meaningful use of EHR medication reconciliation technology.
J Hosp Manag Health Policy 2019 Sep;3(22). doi: 10.21037/jhmhp.2019.08.01..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Health Systems
P Dellsperger, KC Fallaw, D
AHRQ Author: Rangachari
A mixed-method study of practitioners' perspectives on issues related to EHR medication reconciliation at a health system.
This study sought to identify issues related to electronic health record (EHR) medication reconciliation (MedRec) from the perspective of practitioners directly involved in the EHR MedRec process, with the goal of reducing medication discrepancies during transitions of care and improving the accuracy of patient medication lists. The study was conducted in two rounds: individual interviews, then a survey of physicians, nurses, and pharmacists based in the outpatient and inpatient medicine service at AU Health. The survey elicited practitioner ratings of the importance of issues identified during the interviews. Issues that were rated as important by more than 70 percent of respondents include care coordination, patient education, ownership and accountability, processes-of-care, IT-related issues, and workforce training. From these issues, the authors conclude that there is an absence of shared understanding among practitioners regarding the value of EHR MedRec in promoting patient safety, which contributes to work-arounds and the suboptimal use of the EHR MedRec system, and there is also a sociotechnical dimension to many of these issues which creates an additional layer of complexity.
AHRQ-funded; HS024335.
Citation: P Dellsperger, KC Fallaw, D .
A mixed-method study of practitioners' perspectives on issues related to EHR medication reconciliation at a health system.
Qual Manag Health Care 2019 Apr/Jun;28(2):84-95. doi: 10.1097/qmh.0000000000000208..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Medication: Safety, Patient Safety, Provider, Provider: Clinician
Wong A, Seger DL, Lai KH
Drug hypersensitivity reactions documented in electronic health records within a large health system.
The goal of this study was to examine the epidemiology of hypersensitivity reactions (HSRs) using EHR data from the Partners Enterprise-wide Allergy Repository for two large tertiary care hospitals. HSRs were categorized as immediate or delayed and the causative drugs and drug groups assessed. Prevalence of HSRs was determined, and the sex and race of patients analyzed. Penicillins were associated with the most immediate and delayed reactions. Nearly half of the reported immediate HSRs manifested as hives. HSRs were more prevalent in females and white patients, but differences were identified for specific, rare HSRs.
AHRQ-funded; HS022728; HS025375.
Citation: Wong A, Seger DL, Lai KH .
Drug hypersensitivity reactions documented in electronic health records within a large health system.
J Allergy Clin Immunol Pract 2019 Apr;7(4):1253-60.e3. doi: 10.1016/j.jaip.2018.11.023..
Keywords: Adverse Drug Events (ADE), Adverse Events, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Medication: Safety, Patient Safety
Garabedian PM, Wright A, Newbury I
Comparison of a prototype for indications-based prescribing with 2 commercial prescribing systems.
The objective of this study was to evaluate, in comparison with the prescribing modules of 2 leading electronic health record prescribing systems, the efficiency, error rate, and satisfaction with a new computerized provider order entry prototype for the outpatient setting that allows clinicians to initiate prescribing using the indication. The investigators found that reengineering prescribing to start with the drug indication allowed indications to be captured in an easy and useful way, which may be associated with saved time and effort, reduced medication errors, and increased clinician satisfaction.
AHRQ-funded; HS023694.
Citation: Garabedian PM, Wright A, Newbury I .
Comparison of a prototype for indications-based prescribing with 2 commercial prescribing systems.
JAMA Netw Open 2019 Mar;2(3):e191514. doi: 10.1001/jamanetworkopen.2019.1514..
Keywords: Electronic Health Records (EHRs), Electronic Prescribing (E-Prescribing), Health Information Technology (HIT), Medication
Wolfson AR, Zhou L, Li Y
Drug reaction with eosinophilia and systemic symptoms (DRESS) syndrome identified in the electronic health record allergy module.
Drug reaction with eosinophilia and systemic symptoms (DRESS) syndrome is a rare but severe hypersensitivity reaction that remains poorly characterized in the United States. The objective of this study was to identify and describe DRESS syndrome cases in an integrated health care system using electronic health record (EHR) allergy module free-text searches.
AHRQ-funded; HS022728; HS025375.
Citation: Wolfson AR, Zhou L, Li Y .
Drug reaction with eosinophilia and systemic symptoms (DRESS) syndrome identified in the electronic health record allergy module.
J Allergy Clin Immunol Pract 2019 Feb;7(2):633-40. doi: 10.1016/j.jaip.2018.08.013..
Keywords: Medication, Medication: Safety, Adverse Drug Events (ADE), Adverse Events, Patient Safety, Electronic Health Records (EHRs), Health Information Technology (HIT)
Belden JL, Wegier P, Patel J
Designing a medication timeline for patients and physicians.
Researchers designed a prototype medication timeline visualization for physicians which can be used in the care of chronic disease. It was designed using open source software. A small pilot evaluation of the design was used with physicians. It was designed to improve physician performance by reducing temporal and cognitive load.
AHRQ-funded; HS023328.
Citation: Belden JL, Wegier P, Patel J .
Designing a medication timeline for patients and physicians.
J Am Med Inform Assoc 2019 Feb;26(2):95-105. doi: 10.1093/jamia/ocy143..
Keywords: Chronic Conditions, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication
Dhopeshwarkar N, Sheikh A, Doan R
Drug-induced anaphylaxis documented in electronic health records.
The purpose of this article was to describe the epidemiology and validity of reported drug-induced anaphylaxis in the electronic health records (EHRs) of a large United States health care system. Using EHR drug allergy data from 1995 to 2013, the investigators determined the population prevalence of anaphylaxis including anaphylaxis prevalence over time, and the most commonly implicated drugs/drug classes reported to cause anaphylaxis. They concluded that EHR-reported anaphylaxis occurred in approximately 1% of patients, most commonly from penicillins, sulfonamide antibiotics, and NSAIDs.
AHRQ-funded; HS022728.
Citation: Dhopeshwarkar N, Sheikh A, Doan R .
Drug-induced anaphylaxis documented in electronic health records.
J Allergy Clin Immunol Pract 2019 Jan;7(1):103-11. doi: 10.1016/j.jaip.2018.06.010..
Keywords: Adverse Drug Events (ADE), Electronic Health Records (EHRs), Medication
Peterson SM, Gurses AP, Regan L
Resident to resident handoffs in the emergency department: an observational study.
This study aimed to identify hazards to patient safety and barriers to efficiency related to resident handoffs in the ED. It found that residents were interrupted, on average, every 8.5 min. The most common deficit in relaying the plan of care strategy was failing to relay medications administered (32 percent). In addition, there were ambiguities related to medication administration.
AHRQ-funded; HS018762.
Citation: Peterson SM, Gurses AP, Regan L .
Resident to resident handoffs in the emergency department: an observational study.
J Emerg Med 2014 Nov;47(5):573-9. doi: 10.1016/j.jemermed.2014.06.027..
Keywords: Emergency Department, Emergency Medical Services (EMS), Patient Safety, Electronic Health Records (EHRs), Medication
Pohl JM, Tanner C, Hamilton A
Medication safety after implementation of a commercial electronic health record system in five safety-net practices: a mixed methods approach.
This study, conducted in five safety-net practices, examined the impact of implementing a commercial electronic health records system on medication safety. The authors found 130 "true" drug-drug interaction (DDI) pairs, representing 149,087 visits and 62 providers, with the largest DDI categories being related to antihypertensive medications, which are often prescribed together. They found no significant differences between physicians and nurse practitioners on the rate of DDI pairs.
AHRQ-funded; HS017191.
Citation: Pohl JM, Tanner C, Hamilton A .
Medication safety after implementation of a commercial electronic health record system in five safety-net practices: a mixed methods approach.
J Am Assoc Nurse Pract 2014 Aug;26(8):438-44. doi: 10.1002/2327-6924.12089.
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Keywords: Medication: Safety, Medication, Electronic Health Records (EHRs), Health Information Technology (HIT), Adverse Drug Events (ADE), Adverse Events, Medical Errors, Patient Safety
Schmittdiel JA, Raebel MA, Dyer W
Prescription medication burden in patients with newly diagnosed diabetes: a SUrveillance, PREvention, and ManagEment of Diabetes Mellitus (SUPREME-DM) study.
The purpose of this study is to use electronic health records to examine how many classes of drugs are used by newly diagnosed patients with diabetes immediately before and after the diagnosis of diabetes. Before diagnosis, these patients are using an average of 5 drug classes, and afterwards, use rises to an average of 6.6. Between 2005 and 2009, the average number of drug classes used after diagnosis decreased slightly.
AHRQ-funded; HS01985
Citation: Schmittdiel JA, Raebel MA, Dyer W .
Prescription medication burden in patients with newly diagnosed diabetes: a SUrveillance, PREvention, and ManagEment of Diabetes Mellitus (SUPREME-DM) study.
J Am Pharm Assoc 2014 Jul-Aug;54(4):374-82. doi: 10.1331/JAPhA.2014.13195..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Diabetes, Medication
Kirkendall ES, Spires WL, Mottes TA
Development and performance of electronic acute kidney injury triggers to identify pediatric patients at risk for nephrotoxic medication-associated harm.
The authors described an approach and provided a technical framework for the creation of risk-stratifying acute kidney injury (AKI) triggers and the development of an application to manage the AKI trigger data. Their report summarizes the construction of a trigger-based application, the performance of the triggers, and the challenges uncovered during the design, build, and implementation of the system.
AHRQ-funded; HS021114.
Citation: Kirkendall ES, Spires WL, Mottes TA .
Development and performance of electronic acute kidney injury triggers to identify pediatric patients at risk for nephrotoxic medication-associated harm.
Appl Clin Inform 2014 Apr 2;5(2):313-33. doi: 10.4338/aci-2013-12-ra-0102.
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Keywords: Adverse Drug Events (ADE), Children/Adolescents, Medication, Health Information Technology (HIT), Electronic Health Records (EHRs)