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1.
J Med Syst ; 48(1): 60, 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38856813

ABSTRACT

Transition to the postanesthesia care unit (PACU) requires timely order placement by anesthesia providers. Computerized ordering enables automated order reminder systems, but their value is not fully understood. We performed a single-center, retrospective cohort study to estimate the association between automated PACU order reminders and primary outcomes (1) on-time order placement and (2) the degree of delay in placement. As a secondary post-hoc analysis, we studied the association between late order placement and PACU outcomes. We included patients with a qualifying postprocedure order from January 1, 2019, to May 31, 2023. We excluded cases transferred directly to the ICU, whose anesthesia provider was involved in the pilot testing of the reminder system, or those with missing covariate data. Order reminder system usage was defined by the primary attending anesthesiologist's receipt of a push notification reminder on the day of surgery. We estimated the association between reminder system usage and timely order placement using a logistic regression. For patients with late orders, we performed a survival analysis of order placement. The significance level was 0.05. Patient (e.g., age, race), procedural (e.g., anesthesia duration), and provider-based (e.g., ordering privileges) variables were used as covariates within the analyses. Reminders were associated with 51% increased odds of order placement prior to PACU admission (Odds Ratio: 1.51; 95% Confidence Interval: 1.43, 1.58; p ≤ 0.001), reducing the incidence of late PACU orders from 17.5% to 12.6% (p ≤ 0.001). In patients with late orders, the reminders were associated with 10% quicker placement (Hazard Ratio: 1.10; 95% CI 1.05, 1.15; p < 0.001). On-time order placement was associated with decreased PACU duration (p < 0.001), decreased odds of peak PACU pain score (p < 0.001), and decreased odds of multiple administration of antiemetics (p = 0.02). An order reminder system was associated with an increase in order placement prior to PACU arrival and a reduction in delay in order placement after arrival.


Subject(s)
Medical Order Entry Systems , Reminder Systems , Humans , Retrospective Studies , Male , Female , Middle Aged , Medical Order Entry Systems/organization & administration , Aged , Time Factors , Anesthesia Recovery Period , Adult
2.
J Clin Pharm Ther ; 46(3): 738-743, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33768608

ABSTRACT

WHAT IS KNOWN AND OBJECTIVE: Prescribing errors are the leading cause of adverse drug events in hospitalized patients. Pharmaceutical validation, defined as the review of drug orders by a pharmacist, associated with clinical decision support (CDS) systems, significantly reduces these errors and adverse drug events. In Belgium, because clinical pharmacy services have limited public financial support, most pharmaceutical validations are performed at the central pharmacy instead of on-ward, by hospital pharmacists doing dispensing activities. In that context, we aimed at evaluating whether the strategy of CDS-guided central validation was the most appropriate method to improve the quality and safety of medicines' use compared to an on-ward pharmaceutical validation. METHODS: Our retrospective observational study was conducted in a Belgian tertiary care hospital, in 2018-2019. Data were extracted from our validation software and pharmacists' charts. The outcomes of the study were the number of pharmaceutical interventions due to the detection of prescribing errors, reasons for interventions, their acceptance rate and their potential clinical impact (according to two blinded experts) in the central pharmacy and on-ward validation groups. RESULTS AND DISCUSSION: Despite the use of the same CDS, a pharmaceutical intervention following the detection of a prescribing error was made for 2.9% (20/698) of central group patients and 13.3% (93/701) of on-ward patients (χ2  = 49.97, p < 0.001). Interventions made at the central pharmacy (n = 20) mostly relied on CDS-alerts (i.e. drug-drug interaction [25%] or overdosing [20%]) while interventions made on-ward (n = 93) were also for pharmacotherapy optimization (i.e. no valid indication [25%] or inappropriate drug's choice [11%]). The on-ward validation group showed a higher acceptance rate compared to the central group (84% and 65%, respectively [Fisher's test, p = 0.053]). Proportions of interventions with significant or very significant clinical impact were similar between the two groups but as fewer interventions were made centrally, a significant proportion of errors were probably not detected by the central validation. WHAT IS NEW AND CONCLUSION: On-ward pharmaceutical validation leads to a higher rate of prescribing error detection. Pharmaceutical interventions made by on-ward pharmacists are also better accepted and more relevant, going further than CDS-alerts.


Subject(s)
Medication Errors/statistics & numerical data , Pharmacists/organization & administration , Pharmacists/statistics & numerical data , Pharmacy Service, Hospital/organization & administration , Pharmacy Service, Hospital/statistics & numerical data , Belgium , Decision Support Systems, Clinical/organization & administration , Decision Support Systems, Clinical/statistics & numerical data , Drug Interactions , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/prevention & control , Humans , Inappropriate Prescribing/prevention & control , Inappropriate Prescribing/statistics & numerical data , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/statistics & numerical data , Retrospective Studies , Tertiary Care Centers
3.
J Med Syst ; 45(4): 47, 2021 Mar 01.
Article in English | MEDLINE | ID: mdl-33644834

ABSTRACT

The aims were to develop an integrated electronic medication reconciliation (ieMR) platform, evaluate its effects on preventing potential duplicated medications, analyze the distribution of the potential duplicated medications by the Anatomical Therapeutic and Chemical (ATC) code for all inpatients, and determine the rate of 30-day medication-related hospital revisits for a geriatric unit. The study was conducted in a tertiary medical center in Taiwan and involved a retrospective quasi pre-intervention (July 1-November 30, 2015) and post-intervention (October 1-December 31, 2016) study design. A multidisciplinary team developed the ieMR platform covering the process from admission to discharge. The ieMR platform included six modules of an enhanced computer physician order entry system (eCPOE), Pharmaceutical-care, Holistic Care, Bedside Display, Personalized Best Possible Medication Discharge Plan, and Pharmaceutical Care Registration System. The ieMR platform prevented the number of potential duplicated medications from pre (25,196 medications, 2.3%) to post (23,413 medications, 3.8%) phases (OR 1.71, 95% CI, 1.68-1.74; p < .001). The most common potential duplicated medications classified by the ATC codes were cardiovascular system (28.4%), alimentary tract and metabolism (26.4%), and nervous system (14.9%), and by chemical substances were sennoside (12.5%), amlodipine (7.5%), and alprazolam (7.4%). The rate of medication-related 30-day hospital revisits for the geriatric unit was significantly decreased in post-intervention compared with that in pre-intervention (OR = 0.12; 95% CI, 0.03-0.53; p < .01). This study indicated that the ieMR platform significantly prevented the number of potential duplicated medications for inpatients and reduced the rate of 30-day medication-related hospital revisits for the patients on the geriatric unit.


Subject(s)
Continuity of Patient Care/organization & administration , Medication Errors/prevention & control , Medication Reconciliation/organization & administration , Patient Care Team/organization & administration , Pharmaceutical Preparations/standards , Medical Order Entry Systems/organization & administration , Medical Records Systems, Computerized/organization & administration , Pharmacy Service, Hospital/organization & administration , Quality Assurance, Health Care , Retrospective Studies , Taiwan
4.
Am J Manag Care ; 26(7): e232-e236, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32672922

ABSTRACT

OBJECTIVES: Sutter Health developed a novel autopend, or automated laboratory test ordering, clinical decision support (CDS) tool to coordinate the patient and physician process of completing preventive services. This study estimated the costs of developing and implementing the autopend functionality within an existing electronic health maintenance (HM) reminder system. STUDY DESIGN: Human resource time was measured by triangulating in-depth key informant interviews with Microsoft Outlook Calendar metadata (meetings attended) for managers and hourly data from a time-based project management tool (Project Web App) for Epic programmers. Employee time spent was multiplied by the Bureau of Labor Statistics California state hourly wages. Sutter Health is an integrated health care delivery network with more than 12,000 physicians across 100 communities serving 3 million patients. METHODS: Activity-based costing methodology was used to divide the implementation into activities and the human resources required to complete them. RESULTS: Developing and implementing the autopend CDS took more than 3 years, involved 6 managers and 3 Epic programmers, and cost $201,500 (2013 US$) (2670 total hours), which excluded the costs of implementing the initial HM reminder system. Managers spent 90.5% of the total costs (86.6% of total hours) integrating autopend into the health system compared with 9.5% of the total costs (13.4% of total hours) spent programming the functionality. CONCLUSIONS: The autopend CDS might be similarly costly for other organizations to implement if their managers need to complete comparable activities. However, electronic health record vendors could include autopend as a standard package to reduce development costs and improve the uptake of this promising CDS tool.


Subject(s)
Decision Support Systems, Clinical/organization & administration , Medical Order Entry Systems/organization & administration , Clinical Laboratory Techniques , Decision Support Systems, Clinical/economics , Electronic Health Records/organization & administration , Humans , Medical Order Entry Systems/economics
5.
Urology ; 145: 113-119, 2020 11.
Article in English | MEDLINE | ID: mdl-32721517

ABSTRACT

OBJECTIVE: To understand how to potentially improve inappropriate prostate cancer imaging rates we used National Comprehensive Cancer Network's guidelines to design and implement a Clinical Reminder Order Check (CROC) that alerts ordering providers of potentially inappropriate imaging orders in real-time based on patient features of men diagnosed with low-risk prostate cancer. METHODS: We implemented the CROC at VA New York Harbor Healthcare System from April 2, 2015 to November 15, 2017. We then used VA administrative claims from the VA's Corporate Data Warehouse to analyze imaging rates among men with low-risk prostate cancer at VA New York Harbor Healthcare System before and after CROC implementation. We also collected and cataloged provider responses in response to overriding the CROC in qualitative analysis. RESULTS FIFTY SEVEN PERCENT: (117/205) of Veterans before CROC installation and 73% (61/83) of Veterans post-intervention with low-risk prostate cancer received guideline-concordant care. CONCLUSION: While the decrease in inappropriate imaging during our study window was almost certainly due to many factors, a Computerized Patient Record System-based CROC intervention is likely associated with at least moderate improvement in guideline-concordant imaging practices for Veterans with low-risk prostate cancer.


Subject(s)
Medical Order Entry Systems/organization & administration , Medical Overuse/prevention & control , Prostate/diagnostic imaging , Prostatic Neoplasms/diagnosis , Reminder Systems , Evaluation Studies as Topic , Guideline Adherence/organization & administration , Guideline Adherence/standards , Guideline Adherence/statistics & numerical data , Humans , Male , Medical Order Entry Systems/standards , Medical Order Entry Systems/statistics & numerical data , Medical Overuse/statistics & numerical data , Pilot Projects , Practice Guidelines as Topic , United States
7.
Rev Mal Respir ; 37(7): 550-560, 2020 Sep.
Article in French | MEDLINE | ID: mdl-32402599

ABSTRACT

Most of the continuous positive airway pressure (CPAP) devices currently in use allow telemonitoring of observance, leaks and the apnoea-hypopnoea index (AHI). La Société française de recherche et de médecine du sommeil (SFRMS) and La Société de pneumologie de langue française (SPLF) workgroup offer to CPAP prescribers and to home care providers a scientific document which has the following purposes: to underline the relevance of the telemonitoring of leaks and the AHI, to define alert thresholds, to describe the principal mechanisms generating excessive leaks and high AHI, and to propose a diagnostic algorithm.


Subject(s)
Algorithms , Continuous Positive Airway Pressure , Monitoring, Physiologic , Pulmonary Medicine/standards , Sleep Apnea, Obstructive/therapy , Telemedicine/standards , Continuous Positive Airway Pressure/instrumentation , Continuous Positive Airway Pressure/methods , Continuous Positive Airway Pressure/standards , France , Home Care Services/organization & administration , Humans , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/standards , Monitoring, Physiologic/methods , Monitoring, Physiologic/standards , Patient Compliance , Prognosis , Pulmonary Medicine/methods , Pulmonary Medicine/organization & administration , Reference Values , Sleep Apnea, Obstructive/diagnosis , Sleep Apnea, Obstructive/epidemiology , Societies, Medical/organization & administration , Societies, Medical/standards , Telemedicine/methods
9.
J Asthma ; 57(2): 123-135, 2020 02.
Article in English | MEDLINE | ID: mdl-30678502

ABSTRACT

Objective: Evaluate the impact of multi-component quality improvement for pediatric asthma care focusing on serial use of an evidence-based clinical pathway via paper order sets, pathway integration into computerized provider order entry (CPOE), use of a clinical respiratory score (CRS) and a discharge checklist. Methods: Outcomes were assessed over three intervention periods and 50 months on: time to beta-agonist and steroid first administration, frequency of readmissions and hospital length of stay. A general linear model estimated mean log(LOS) over time and between study periods. Time to discharge was transformed using the natural logarithm. Results: No improvements in time to first beta-agonist or steroid administration were observed. There was a reduction in 100-day readmissions (p = 0.008): decreasing from 7.4 to 2.1% after introduction of paper order sets and CRS (adjusted p = 0.04); to 3.9% after CPOE implementation (adjusted p = 0.53) and to 2.2% when a discharge checklist was added (adjusted p = 0.01). There was a statistically significant reduction in LOS between study periods (p = 0.015). The geometric mean LOS in hours during study periods 1-4 were: 34.8 (95% CI: 32.2, 37.6), 29.3 (95% CI: 27.5, 31.3), 29.0 (95% CI: 27.0, 31.3) and 23.1 (95% CI: 22.1, 24.2). Pair-wise comparisons between periods were statistically significant (adjusted p ≤ 0.003), except for Periods 2 and 3 (adjusted p = 0.83). Conclusions: Hospital length of stay and 100-day readmissions rate in a predominantly Hispanic, Medicaid patient population were reduced by utilization of an evidence-based best practices asthma management pathway and CRS within CPOE, combined with a checklist to expedite discharge.


Subject(s)
Asthma/therapy , Critical Pathways/organization & administration , Length of Stay/statistics & numerical data , Medical Order Entry Systems/organization & administration , Quality Improvement/organization & administration , Adolescent , Adrenal Cortex Hormones/administration & dosage , Adrenergic beta-Agonists/administration & dosage , Checklist/standards , Child , Child, Preschool , Critical Pathways/standards , Female , Hospitals, Pediatric/organization & administration , Hospitals, Pediatric/statistics & numerical data , Humans , Male , Medicaid/statistics & numerical data , Medical Order Entry Systems/standards , Patient Discharge/statistics & numerical data , Patient Readmission/statistics & numerical data , Socioeconomic Factors , United States
10.
Pharmacol Res Perspect ; 7(5): e00508, 2019 10.
Article in English | MEDLINE | ID: mdl-31485333

ABSTRACT

Background: Healthcare delivery organizations face increasing pressure to manage the use of medications in terms of safety, waste reduction, and cost containment. Objective: To describe a computerized provider order entry (CPOE) system intervention to optimize use of a commonly ordered, high-cost therapeutic: intravenous immune globulin (IVIG). Design: Description of IVIG order configuration, medication use patterns, and subsequent order set configuration development in a CPOE system. Measurements: IVIG orders were extracted from the CPOE system before and after the implementation of a specialty orderset to determine the indications for use, dosing, and duration of therapy. Orders were compared to a theoretical dosing schedule created from published evidence and data from a prior medication use evaluation. Results: During 36 months before the implementation of the IVIG order set, 1965 IVIG orders were reviewed. The prescribed IVIG dose varied considerably from the expected dose (mean = -1.8, range = -4.9-1.5). In the 27 months after order set implementation, 848 IVIG orders were reviewed. The prescribed IVIG dose was closer to the expected dose (mean = -1.2, range = -3.9-2.6, P < .0001). Conclusions: Order configuration processes are cumbersome and time-consuming, but can be streamlined to enhance a medication's usage in the healthcare system. A better understanding of institution-specific ordering patterns may facilitate more efficient and effective order configuration and optimize drug use.


Subject(s)
Immunoglobulins, Intravenous , Medical Order Entry Systems/organization & administration , Drug Prescriptions , Drug Utilization Review , Humans , Immunoglobulins, Intravenous/economics
11.
PLoS One ; 14(9): e0223073, 2019.
Article in English | MEDLINE | ID: mdl-31553785

ABSTRACT

OBJECTIVE: A clinical decision support system (CDSS) for empirical antibiotic treatment has the potential to increase appropriate antibiotic use. Before using such a system on a broad scale, it needs to be tailored to the users preferred way of working. We have developed a CDSS for empirical antibiotic treatment in hospitalized adult patients. Here we determined in a usability study if the developed CDSS needed changes. METHODS: Four prespecified patient cases, based on real life clinical scenarios, were evaluated by 8 medical residents in the study. The "think-aloud" method was used, and sessions were recorded and analyzed afterwards. Usability was assessed by 3 evaluators using an augmented classification scheme, which combines the User Action Framework with severity rating of the usability problems and the assessment of the potential impact of these problems on the final task outcomes. RESULTS: In total 51 usability problems were identified, which could be grouped into 29 different categories. Most (n = 17/29) of the usability problems were cosmetic problems or minor problems. Eighteen (out of 29) of the usability categories could have an ordering error as a result. Classification of the problems showed that some of the problems would get a low priority based on their severity rating, but got a high priority for their impact on the task outcome. This effectively provided information to prioritize system redesign efforts. CONCLUSION: Usability studies improve lay-out and functionality of a CDSS for empirical antibiotic treatment, even after development by a multidisciplinary system.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Antimicrobial Stewardship/organization & administration , Bacterial Infections/drug therapy , Decision Support Systems, Clinical/organization & administration , Medical Order Entry Systems/organization & administration , Adult , Anti-Bacterial Agents/pharmacology , Drug Prescriptions/statistics & numerical data , Drug Resistance, Bacterial , Electronic Health Records/statistics & numerical data , Hospitalization , Humans , Practice Patterns, Physicians'/statistics & numerical data , Program Evaluation , Quality Improvement , User-Computer Interface
12.
Am J Health Syst Pharm ; 76(19): 1481-1491, 2019 Sep 16.
Article in English | MEDLINE | ID: mdl-31532506

ABSTRACT

PURPOSE: Risks and vulnerabilities of the medication-use process in nonpediatric institutions that also serve pediatric patients are reviewed, and guidance on risk mitigation strategies is provided. SUMMARY: There are many risks and vulnerabilities in the medication-use process as it relates to pharmacotherapy for pediatric patients admitted to adult institutions. Mitigation of these risks is critical and should encompass various available resources and strategies. Special emphasis should be placed on use of technology to improve overall safety. Available literature recommends optimization of technology and resource use, institutional support for pediatric pharmacists' involvement in managing pediatric medication use, and provision of early exposure to pediatric patients in pharmacist training programs as additional methods of mitigating risks associated with pediatric medication use in adult institutions. Adult hospitals that provide care for pediatric patients should assess their processes in order to identify hospital-specific interventions to promote pediatric medication safety. CONCLUSION: Pediatric medication safety frameworks in U.S. adult institutions vary widely. Treating pediatric patients involves risks in all areas of the medication-use process. Optimizing technology, utilizing external resources, supporting a pediatric pharmacist, and providing early-career exposure to pediatric patients are methods to mitigate risks in institutions that primarily serve adult patients.


Subject(s)
Medication Errors/prevention & control , Medication Therapy Management/organization & administration , Pharmacists/organization & administration , Pharmacy Service, Hospital/organization & administration , Safety Management/standards , Adult , Age Factors , Child , Clinical Pharmacy Information Systems/organization & administration , Clinical Pharmacy Information Systems/standards , Drug Compounding/standards , Drug Dosage Calculations , Education, Pharmacy , Education, Pharmacy, Continuing , Humans , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/standards , Medication Therapy Management/standards , Pharmacists/standards , Pharmacy Service, Hospital/standards , Practice Guidelines as Topic , Professional Role
13.
Am J Health Syst Pharm ; 76(1): 50-56, 2019 Jan 01.
Article in English | MEDLINE | ID: mdl-31381099

ABSTRACT

PURPOSE: Results of a study to evaluate medication storage, distribution, and safety outcomes after addition of 23.4% sodium chloride to a hospital formulary and development of a novel distribution process incorporating safeguards allowing for urgent medication removal from an automated dispensing cabinet (ADC) are reported. SUMMARY: A retrospective review of 23.4% sodium chloride injection doses dispensed during a 38-month period was performed at an academic medical center to evaluate times from order entry to pharmacist verification, dispensing, and administration; adverse events related to dispensing or administration; and other outcomes. Seventy doses of 23.4% sodium chloride injection were administered to 60 patients during the study period. The mean times from order entry to pharmacist verification, medication removal from an ADC, and administration were 8, 25, and 43 minutes, respectively, when the ADC override function was not used. After 23.4% sodium chloride injection's addition to the ADC override list, 16 of 30 doses were removed "on override," with order entry performed retrospectively for 9 of these doses. There were no documented adverse events related to medication distribution and 2 adverse effects possibly related to medication administration. CONCLUSION: Novel storage and distribution processes for 23.4% sodium chloride injection were implemented at a large academic medical center to optimize safety related to the medication-use process. A retrospective review of 70 administered doses found the process of maintaining this medication in ADCs to be a safe and efficient method of storing and dispensing a high-alert medication.


Subject(s)
Drug Utilization/statistics & numerical data , Emergency Treatment/methods , Medication Errors/prevention & control , Medication Systems, Hospital/organization & administration , Saline Solution, Hypertonic/administration & dosage , Academic Medical Centers/organization & administration , Academic Medical Centers/statistics & numerical data , Adult , Drug Storage/statistics & numerical data , Emergency Treatment/adverse effects , Female , Humans , Injections, Intravenous/adverse effects , Male , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/statistics & numerical data , Medication Systems, Hospital/statistics & numerical data , Middle Aged , Pharmacy Service, Hospital/standards , Pharmacy Service, Hospital/statistics & numerical data , Retrospective Studies , Saline Solution, Hypertonic/adverse effects
14.
Br J Clin Pharmacol ; 85(11): 2614-2622, 2019 11.
Article in English | MEDLINE | ID: mdl-31418902

ABSTRACT

AIMS: The aim of this study was to improve medication reconciliation and reduce the occurrence of duplicate prescriptions by pharmacists and physicians within 72 hours of hospital admission using an intelligent prescription system combined with the National Health Insurance PharmaCloud system to integrate the database with the medical institution computerized physician order entry (CPOE) system. METHODS: This 2-year intervention study was implemented in the geriatric ward of a hospital in Taiwan. We developed an integrated CPOE system linked with the PharmaCloud database and established an electronic platform for coordinated communication with all healthcare professionals. Patients provided written informed consent to access their PharmaCloud records. We compared the intervention effectiveness within 72 hours of admission for improvement in pharmacist medication reconciliation, increased at-home medications documentation and decreased costs from duplicated at-home prescriptions. RESULTS: The medication reconciliation rate within 72 hours of admission increased from 44.0% preintervention to 86.8% postintervention (relative risk = 1.97, 95% confidence interval [CI]: 1.69-2.31; P < .001). The monthly average of patients who brought and took home medications documented in the CPOE system during hospitalization increased by 7.54 (95% CI 5.58-20.49, P = .22). The monthly average of home medications documented increased by 102.52 (95% CI 38.44-166.60; P = .01). Savings on the monthly average prescription expenditures of at-home medication increased by US$ 2,795.52 (95% CI US$1310.41-4280.63; P < .01). CONCLUSION: Integrating medication data from PharmaCloud to the hospital's medical chart system improved pharmacist medication reconciliation, which decreased duplicated medications and reduced in-hospital medication costs.


Subject(s)
Health Services for the Aged/statistics & numerical data , Medical Order Entry Systems/organization & administration , Medication Reconciliation/organization & administration , Patient Admission/statistics & numerical data , Pharmacy Service, Hospital/organization & administration , Aged , Aged, 80 and over , Cost-Benefit Analysis , Female , Health Services for the Aged/economics , Humans , Male , Medical Order Entry Systems/economics , National Health Programs/economics , National Health Programs/organization & administration , Pharmacy Service, Hospital/economics , Program Evaluation , Taiwan
15.
Am J Health Syst Pharm ; 76(8): 530-536, 2019 Apr 08.
Article in English | MEDLINE | ID: mdl-31361861

ABSTRACT

PURPOSE: The effectiveness of a systematic, streamlined approach to optimize drug-drug interaction alerts in an electronic health record for a health system was studied. METHODS: An 81-week quasi-experimental study was conducted to evaluate interventions made to medication-related clinical decision-support (CDS) alerts. Medication-related CDS alerts were systematically reduced using a multi disciplinary healthcare committee. The primary endpoint was weekly overall, modification, and acknowledgement rates of medication alerts after drug-drug interaction reclassification. Secondary endpoints included sub analysis of types of medication alerts (drug-drug interaction and duplicate therapy alerts) and alert use by providers (pharmacist and prescribers). Data was analyzed using interrupted time series regression analysis. RESULTS: After implementation of the new alert system, total number of weekly inpatient alerts decreased from 68,900 (66,300-70,900) and 50,300 (48,600-53,600) in the postintervention period (p < 0.001). The perentage of alerts acknowledged weekly increased from 11.8% (IQR, 11.4-12.1%) in the preintervention period to 13.7% (IQR, 13.3-14.0%) in the postintervention period (p < 0.001). The percentage of alerts that were modified also increased from 5.0% (IQR, 4.9-5.3%) in the preintervention period to 7.3% (IQR, 7.0-7.6%) in the postintervention period (p < 0.001). Both increases were primarily seen with pharmacists versus other healthcare professionals (p < 0.001). CONCLUSION: A committee-led systematic approach to optimizing drug-drug interactions facilitated a significant decrease in the overall number of alerts and an increase in both medication alert acknowledgement and modification rates.


Subject(s)
Decision Support Systems, Clinical/organization & administration , Electronic Health Records/organization & administration , Medical Order Entry Systems/organization & administration , Medication Errors/prevention & control , Drug Interactions , Health Plan Implementation , Humans , Interrupted Time Series Analysis , Pharmacists/organization & administration , Program Evaluation
16.
Am J Health Syst Pharm ; 76(Supplement_3): S69-S73, 2019 Sep 01.
Article in English | MEDLINE | ID: mdl-31352489

ABSTRACT

PURPOSE: The implementation and maintenance of a process for adding and removing hyperlinks to medication management policies and guidelines approved by a pharmacy and therapeutics (P&T) committee into the electronic health record (EHR) are described. SUMMARY: Medication management policies and guidelines approved by the P&T committee are published on the University of Utah Health intranet, making it possible to add hyperlinks to this information within the EHR. Adding these hyperlinks allows policy and guideline information to be available to clinicians on the medication ordering, verification, and administration screens without requiring a separate search of the intranet. In a quality-improvement project, all medication management policies and guidelines posted on the intranet were reviewed for relevance to the medication ordering, verification, and administration processes. Hyperlinks to relevant policies and guidelines were implemented into the EHR for specific medications. At the beginning of the review, 100 unique drugs associated with 1 or more hyperlinks were identified. The hyperlinks referenced a total of 33 Web documents: 8 policies and 25 guidelines. There are 74 medication management policies and 78 medication management guidelines approved by the P&T committee at University of Utah Health. After investigator review, 12 of 74 policies (16%) and 41 of 78 guidelines (53%) were deemed relevant during the medication ordering, verification, and administration processes. The review and hyperlink implementation process took a total of 101 hours. A continual review process was developed to enable addition and removal of hyperlinks as appropriate. CONCLUSION: Providing direct access to relevant medication management policies and guidelines approved by the P&T committee during the medication ordering, verification, and administration processes via hyperlinks in the EHR makes formulary information readily accessible by appropriate staff. These hyperlinks may also improve adherence to formulary information, reduce medication expenditure, and improve safety and therapeutic outcomes of medication therapy.


Subject(s)
Electronic Health Records/organization & administration , Internet-Based Intervention , Medication Therapy Management/organization & administration , Pharmacy Service, Hospital/organization & administration , Drug Prescriptions/standards , Drug and Narcotic Control , Health Plan Implementation , Humans , Medical Order Entry Systems/organization & administration , Medication Errors/prevention & control , Medication Therapy Management/legislation & jurisprudence , Medication Therapy Management/standards , Patient Safety , Pharmacy Service, Hospital/legislation & jurisprudence , Pharmacy Service, Hospital/standards , Practice Guidelines as Topic , Utah
17.
Am J Manag Care ; 25(6): e179-e181, 2019 06 01.
Article in English | MEDLINE | ID: mdl-31211550

ABSTRACT

OBJECTIVES: To evaluate if changes in how laboratory test requests are presented in the electronic health record (EHR) would lead to less testing. STUDY DESIGN: Computerized laboratory data were used to compare the numbers of tests ordered before and after each change was introduced. METHODS: Leumit Health Services (a health maintenance organization [HMO] in Israel) has a central laboratory that serves HMO members in 340 clinics all over the country. We were able to compare the numbers of gamma glutamyl transferase (GGT) tests ordered during different periods of time during which the ways of presenting the parameters on the main laboratory screen of the EHR were changed. RESULTS: A dramatic reduction in orders occurred when GGT tests could be ordered only by the search engine function, instead of being ordered from 2 other lists that appear on the main screen-from about 36,000 to about 1000 per month. When the GGT test option was added back to just 1 place on the main screen, the numbers jumped back to 18,000, and when GGT returned to its original place in all the lists, back to more than 35,000. Since then, the GGT test is available on the main screen only in the batch of liver tests. CONCLUSIONS: A slight decrease in the convenience of ordering a laboratory test that is not indicated for routine screening led to a dramatic decrease in the number of test orders sent. Convenience is a positive thing when it saves precious time, but if it leads to overtesting, we shall not have gained much.


Subject(s)
Clinical Laboratory Techniques/statistics & numerical data , Electronic Health Records/organization & administration , Medical Order Entry Systems/organization & administration , Medical Overuse/prevention & control , Practice Patterns, Physicians'/standards , Humans , Israel , gamma-Glutamyltransferase/blood
18.
Cancer ; 125(9): 1547-1557, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30695105

ABSTRACT

BACKGROUND: At Freiburg University Medical Center, chemotherapy prescriptions are processed via a computerized physician order entry (CPOE) tool and clinically checked by a designated chemotherapy surveillance team. Any error detected is reported instantly, corrected, and prospectively recorded. The objective of the current study was to gain insight into the causes, potential consequences, and future preventability of chemotherapy prescribing errors. METHODS: A detailed analysis of 18,823 consecutive antineoplastic orders placed in 2013 through 2014 was performed. In cooperation with information technology (IT) specialists, the intercepted errors were analyzed for effective future prevention using IT measures. Potential error consequences were determined by case discussions between pharmacists and physicians. RESULTS: Within 24 months, a total of 406 chemotherapy prescribing errors were intercepted that affected 375 (2%) of the total orders. Errors were classified as clinically relevant in 279 of the chemotherapy orders (1.5%). In these cases, reduced therapeutic efficacy (0.44%), the need for increased monitoring (0.48%), prolonged hospital stay (0.55%), and fatality (0.02%) were avoided as potential consequences. The most efficient conventional measures for error prevention comprised checking the order history and patient's medical record, and a detailed knowledge of chemotherapy protocols. Of all the errors analyzed, 61% would be avoided through further software development. The improvements identified are implemented through a validated next-generation CPOE tool. CONCLUSIONS: The upgraded CPOE tool can be shared across other hospitals to raise safety standards and spread potential benefits across a wider patient population. The current analysis also highlighted that approximately 30% to 40% of errors cannot be avoided electronically. Therefore, pharmacovigilance initiatives remain indispensable.


Subject(s)
Medical Order Entry Systems , Medication Errors/prevention & control , Medication Errors/statistics & numerical data , Organizational Innovation , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Female , Humans , Male , Medical Errors/prevention & control , Medical Errors/statistics & numerical data , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/standards , Medical Order Entry Systems/statistics & numerical data , Middle Aged , Neoplasms/drug therapy , Neoplasms/epidemiology , Practice Patterns, Physicians'/organization & administration , Practice Patterns, Physicians'/standards , Practice Patterns, Physicians'/statistics & numerical data , Young Adult
19.
Am J Health Syst Pharm ; 76(Supplement_1): S28-S33, 2019 Feb 08.
Article in English | MEDLINE | ID: mdl-30689695

ABSTRACT

PURPOSE: The implementation of a commercially available, Web-based, barcode-enabled workflow management system for filling and checking patient-specific oral syringes at the Cleveland Clinic is described. SUMMARY: Historically, the process for preparing oral syringes has been a manual, repetitive procedure at Cleveland Clinic. Within this process, paper logs are the sole source of information. These logs can be difficult to locate or interpret. It remains a rote process with numerous manual steps offering opportunity for human error. Traditionally, automation, such as barcode scanning, has not been available during oral syringe preparation and checking. Based on increasing regulatory demands and documentation gaps identified, solutions were explored in the pharmacy's nonsterile compounding environment. An electronic verification workflow system was developed, implemented, and evaluated with a focused assessment of throughput and patient safety relative to oral syringe preparation. This was a retrospective study conducted in an academic, tertiary, acute care medical center. Analysis was completed at 3 months to evaluate efficiencies. Data regarding experiences at the Cleveland Clinic shows promising benefits with regards to United States Pharmacopeia chapter 795 compliance, the pursuit of incorporating advanced informatics and automation in manual processes, and standardization of workflow within an enterprise setting. CONCLUSION: Implementation of an electronic workflow verification system that integrates barcode verification and image-capture capabilities has maintained regulatory compliance in the nonsterile compounding environment including preparation of oral syringe doses without impacting throughput.


Subject(s)
Pharmacy Service, Hospital/organization & administration , Syringes , Workflow , Administration, Oral , Humans , Medical Order Entry Systems/organization & administration
20.
J Pediatric Infect Dis Soc ; 8(1): 39-45, 2019 Mar 28.
Article in English | MEDLINE | ID: mdl-29165616

ABSTRACT

BACKGROUND: Work system assessments can facilitate successful implementation of quality improvement programs. Using a human factors engineering approach, we conducted a work system assessment to facilitate the dissemination of a quality improvement program for optimizing blood culture use in pediatric intensive care units at 2 hospitals. METHODS: Semistructured face-to-face interviews were conducted with clinicians from Johns Hopkins All Children's Hospital and University of Virginia Medical Center. Interview data were analyzed using qualitative content analysis. RESULTS: Blood culture-ordering practices are influenced by various work system factors, including people, tasks, tools and technologies, the physical environment, organizational conditions, and the external environment. A clinical decision-support tool could facilitate implementation by (1) standardizing blood culture-ordering practices, (2) ensuring that prescribing clinicians review the patient's condition before ordering a blood culture, (3) facilitating critical thinking, and (4) empowering nurses to communicate with physicians and advocate for adherence to blood culture-ordering guidelines. CONCLUSION: The success of interventions for optimizing blood culture use relies heavily on the local context. A work system analysis using a human factors engineering approach can identify key areas to be addressed for the successful dissemination of quality improvement interventions.


Subject(s)
Blood Culture/standards , Decision Support Systems, Clinical/organization & administration , Hospitals, Pediatric/organization & administration , Intensive Care Units, Pediatric/organization & administration , Quality Improvement , Algorithms , Checklist , Ergonomics , Hospitals, Pediatric/standards , Humans , Intensive Care Units, Pediatric/standards , Interdisciplinary Communication , Medical Order Entry Systems/organization & administration , Medical Order Entry Systems/standards , Physician-Nurse Relations , Workflow
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