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Marsall M, Hornung T, Bäuerle A, Weigl M. Quality of care transition, patient safety incidents, and patients' health status: a structural equation model on the complexity of the discharge process. BMC Health Serv Res 2024; 24:576. [PMID: 38702719 PMCID: PMC11069201 DOI: 10.1186/s12913-024-11047-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 04/25/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND The transition of patients between care contexts poses patient safety risks. Discharges to home from inpatient care can be associated with adverse patient outcomes. Quality in discharge processes is essential in ensuring safe transitions for patients. Current evidence relies on bivariate analyses and neglects contextual factors such as treatment and patient characteristics and the interactions of potential outcomes. This study aimed to investigate the associations between the quality and safety of the discharge process, patient safety incidents, and health-related outcomes after discharge, considering the treatments' and patients' contextual factors in one comprehensive model. METHODS Patients at least 18 years old and discharged home after at least three days of inpatient treatment received a self-report questionnaire. A total of N = 825 patients participated. The assessment contained items to assess the quality and safety of the discharge process from the patient's perspective with the care transitions measure (CTM), a self-report on the incidence of unplanned readmissions and medication complications, health status, and sociodemographic and treatment-related characteristics. Statistical analyses included structural equation modeling (SEM) and additional analyses using logistic regressions. RESULTS Higher quality of care transition was related to a lower incidence of medication complications (B = -0.35, p < 0.01) and better health status (B = 0.74, p < 0.001), but not with lower incidence of readmissions (B = -0.01, p = 0.39). These effects were controlled for the influences of various sociodemographic and treatment-related characteristics in SEM. Additional analyses showed that these associations were only constant when all subscales of the CTM were included. CONCLUSIONS Quality and safety in the discharge process are critical to safe patient transitions to home care. This study contributes to a better understanding of the complex discharge process by applying a model in which various contextual factors and interactions were considered. The findings revealed that high quality discharge processes are associated with a lower likelihood of patient safety incidents and better health status at home even, when sociodemographic and treatment-related characteristics are taken into account. This study supports the call for developing individualized, patient-centered discharge processes to strengthen patient safety in care transitions.
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de Lorenzo-Pinto A, Redondo-Galán C, García-González X, Fernández-Álvarez C, Andueza-Lillo J, Sanjurjo-Sáez M. Presence of metallic components in transdermal drug delivery systems and risk of skin burns. FARMACIA HOSPITALARIA 2024; 48:T129-T132. [PMID: 38553258 DOI: 10.1016/j.farma.2024.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/01/2023] [Accepted: 11/06/2023] [Indexed: 05/20/2024] Open
Abstract
OBJECTIVE Skin burns are associated with the presence of metallic components in transdermal drug delivery systems during Magnetic Resonance Imaging, cardioversion or defibrillation procedures. The aim of the study was to review the presence of metallic components in marketed products of transdermal drug delivery systems in Spain. METHOD For each presentation, the summary of product characteristics was reviewed. If the information was not provided, manufacturers were contacted. RESULTS We identified 59 marketed products of transdermal drug delivery systems of 12 different active substances. 59.3% of patches contained metallic components or their presence could not be ruled out. Information regarding the need to remove the patch was only included in 8 summaries of product characteristics (13.6%). A table was elaborated and included the following aspects: product, active substance, manufacturer, need to remove the patch before the exposure to magnetic or electric fields and references. CONCLUSION More than a half of the patches at the time of the study contained metals or their absence could not be confirmed by the manufacturer. However, this information was only included in 13.6% of summaries of product characteristics.
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de Lorenzo-Pinto A, Redondo-Galán C, García-González X, Fernández-Álvarez C, Andueza-Lillo J, Sanjurjo-Sáez M. Presence of metallic components in transdermal drug delivery systems and risk of skin burns. FARMACIA HOSPITALARIA 2024; 48:129-132. [PMID: 38057241 DOI: 10.1016/j.farma.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/01/2023] [Accepted: 11/06/2023] [Indexed: 12/08/2023] Open
Abstract
OBJECTIVE Skin burns are associated with the presence of metallic components in transdermal drug delivery systems during Magnetic Resonance Imaging, cardioversion, or defibrillation procedures. The aim of the study was to review the presence of metallic components in marketed products of transdermal drug delivery systems in Spain. METHOD For each pharmaceutical form, the summary of product characteristics was reviewed. If the information was not provided, manufacturers were contacted. RESULTS We identified 59 marketed products of transdermal drug delivery systems of 12 different active substances. 59.3% of patches contained metallic components or their presence could not be ruled out. Information regarding the need to remove the patch was only included in 8 summaries of product characteristics (13.6%) A table was elaborated and included the following aspects: product, active substance, manufacturer, need to remove the patch before the exposure to magnetic or electric fields, and references. CONCLUSION More than a half of the patches at the time of the study contained metals or their absence could not be confirmed by the manufacturer. However, this information was only included in 13.6% of summaries of product characteristics.
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Ottosen K, Bucknall T. Understanding an epidemiological view of a retrospective audit of medication errors in an intensive care unit. Aust Crit Care 2024; 37:429-435. [PMID: 37280136 DOI: 10.1016/j.aucc.2023.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 04/14/2023] [Accepted: 04/15/2023] [Indexed: 06/08/2023] Open
Abstract
BACKGROUND Medication errors in the intensive care setting continue to occur at significant rates and are often associated with adverse events and potentially life-threatening repercussions. AIM/OBJECTIVE The aim of this study was to (i) determine the frequency and severity of medication errors reported in the incident management reporting system; (ii) examine the antecedent events, their nature, the circumstances, risk factors, and contributing factors leading to medication errors; and (iii) identify strategies to improve medication safety in the intensive care unit (ICU). METHOD A retrospective, exploratory, descriptive design was selected. Retrospective data were collected from the incident report management system and electronic medical records over a 13-month period from a major metropolitan teaching hospital ICU. RESULTS A total of 162 medication errors were reported during a 13-month period, of which, 150 were eligible for inclusion. Most medication errors occurred during the administration (89.4%) and dispensing phases (23.3%). The highest reported errors included incorrect doses (25.3%), incorrect medications (12.7%), omissions (10.7%), and documentation errors (9.3%). Narcotic analgesics (20%), anaesthetics (13.3%), and immunomodifiers (10.7%) were the most frequently reported medication classes associated with medication errors. Prevention strategies were found to be focussed on active errors (67.7%) as opposed to latent errors (32.3%) and included various and infrequent levels of education and follow-up. Active antecedent events included action-based errors (39%) and rule-based errors (29.5%), whereas latent antecedent events were most associated with a breakdown in system safety (39.3%) and education (25%). CONCLUSION This study presents an epidemiological view and understanding of medication errors in an Australian ICU. This study highlighted the preventable nature of most medication errors in this study. Improving administration-checking procedures would prevent the occurrence of many medication errors. Approaches aimed at both individual- and organisational-level improvements are recommended to address administration errors and inconsistent medication-checking procedures. Areas for further research include determining the most effective system developments for improving administration-checking procedures and verifying the risk and prevalence of immunomodifier administration errors in the ICU as this is an area not reported previously in the literature. In addition, the impact of single- versus two-person checking procedures on medication errors in the ICU should be prioritised to address current evidence gaps.
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Ranasinghe S, Nadeshkumar A, Senadheera S, Samaranayake N. Calculating the cost of medication errors: A systematic review of approaches and cost variables. BMJ Open Qual 2024; 13:e002570. [PMID: 38626938 PMCID: PMC11029430 DOI: 10.1136/bmjoq-2023-002570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 03/24/2024] [Indexed: 04/19/2024] Open
Abstract
INTRODUCTION Medication errors are an unnecessary cost to a healthcare system and patients of a country. This review aimed to systematically identify published cost variables used to calculate the cost of medication errors and to explore any updates on findings already known on calculating the cost of medication errors during the past 10 years. METHODS A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Electronic databases, PubMed, Scopus, Emerald and JSTOR were searched, using keywords "medication error" AND "cost" and predetermined inclusion criteria. Duplicate articles were removed. Quality check was done using 10 criteria. Cost variables used in calculating the cost of medication errors were extracted from each article. RESULTS Among 3088 articles, 33 articles were selected for review. Most studies were conducted in Western countries. Cost variables used (types and number) by different studies varied widely. Most studies (N=29) had used direct costs only. A few studies (N=4) had used both direct and indirect costs for the purpose. Perspectives considered when calculating cost of medication errors also varied widely. A total of 35 variables used to calculate medication error costs were extracted from selected articles. CONCLUSION Variables used to calculate the cost of medication errors were not uniform across studies. Almost a decade after systematic reviews previously reporting on this area, a validated methodology to calculate the cost of medication errors has still not been reported to date and highlights the still pending necessity of a standard method to be established.
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Holbrook A, Perri D, Levine M, Mbuagbaw L, Jarmain S, Thabane L, Tarride JE, Dolovich L, Hyland S, Telford V, Silva J, Nieuwstraten C. Improving medication prescribing-related outcomes for vulnerable elderly in transitions on high-risk medications (IMPROVE-IT HRM): a pilot randomized trial protocol. Pilot Feasibility Stud 2024; 10:60. [PMID: 38600599 PMCID: PMC11005201 DOI: 10.1186/s40814-024-01484-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 03/25/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND Seniors with recurrent hospitalizations who are taking multiple medications including high-risk medications are at particular risk for serious adverse medication events. We will assess whether an expert Clinical Pharmacology and Toxicology (CPT) medication management intervention during hospitalization with follow-up post-discharge and communication with circle of care is feasible and can decrease drug therapy problems amongst this group. METHODS The design is a pragmatic pilot randomized trial with 1:1 patient-level concealed randomization with blinded outcome assessment and data analysis. Participants will be adults 65 years and older admitted to internal medicine services for more than 2 days, who have had at least one other hospitalization in the prior year, taking five or more chronic medications including at least one high-risk medication. The CPT intervention identifies medication targets; completes consult, including priorities for improving prescribing negotiated with the patient; starts the care plan; ensures a detailed discharge medication reconciliation and circle-of-care communication; and sees the patient at least twice after hospital discharge via virtual visits to consolidate the care plan in the community. Control group receives usual care. Primary outcomes are feasibility - recruitment, retention, costs, and clinical - number of drug therapy problems improved, with secondary outcomes examining coordination of transitions in care, quality of life, and healthcare utilization and costs. Follow-up is to 3-month posthospital discharge. DISCUSSION If results support feasibility of ramp-up and promising clinical outcomes, a follow-up definitive trial will be organized using a developing national platform and medication appropriateness network. Since the intervention allows a very scarce medical specialty expertise to be offered via virtual care, there is potential to improve the safety, outcomes, and cost of care widely. TRIAL REGISTRATION NUMBER ClinicalTrials.gov identifier: NCT04077281.
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Ward K, Citrome L. Tolerability and safety outcomes of first-line oral second-generation antipsychotics in patients with schizophrenia. Expert Opin Drug Saf 2024; 23:399-409. [PMID: 38467517 DOI: 10.1080/14740338.2024.2328812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/05/2024] [Indexed: 03/13/2024]
Abstract
INTRODUCTION Antipsychotics are the foundation of pharmacologic treatment for schizophrenia. There are many oral antipsychotics available and given that these medications are generally considered comparably efficacious when titrated to an adequate dose, their varied tolerability, and safety profiles become critically important for medication selection. AREAS COVERED This paper reviews tolerability and safety considerations for first-line second-generation oral antipsychotics currently approved for the treatment of schizophrenia in the USA. Excluded from consideration are clozapine and non-oral formulations. EXPERT OPINION Among antipsychotics, there are many differences in adverse reactions observed in clinical trials, such as variable likelihood to cause sedation vs insomnia, weight gain and abnormalities in glucose/lipid metabolism, hyperprolactinemia, potential for impact on the QT interval, and motoric adverse effects. Additional safety data that can help with medication selection include safety in pregnancy and lactation, and potential for drug-drug interactions. Ultimately, working with patients to personalize treatment by focusing on safety and individual tolerability considerations for various adverse effects can help in building a therapeutic alliance and improving patients' outcomes.
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Rosenberg S, Andtfolk M, Hägglund S, Wingren M, Nyholm L. Social robots counselling in community pharmacies - Helping or harming? A qualitative study of pharmacists' views. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2024; 13:100425. [PMID: 38486610 PMCID: PMC10937306 DOI: 10.1016/j.rcsop.2024.100425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 03/17/2024] Open
Abstract
Background Welfare technological solutions such as social robots attempt to meet the growing needs of the healthcare sector. Social robots may be able to respond to the shortage of pharmaceutical personnel at community pharmacies. However, there is a lack of previous studies regarding the use of social robots for medication counselling purposes in a pharmacy setting. Objectives The objective of this qualitative study was to explore pharmacists' views on the potential role of social robots in medication counselling. Methods Pharmacists, purposively sampled based on having recent experience of counselling customers in community pharmacies in Finland, first acted as customers interacting with the social robot in a simulated setting, before taking part in a focus group where their perspectives were explored. The focus group discussions were conducted in October and November 2022. The qualitative data was transcribed and analysed using reflexive thematic analysis. Results The number of participants was eight in total. A main theme of how the robot may either help or harm concerning medication safety within a pharmacy setting was identified. The six sub-themes found, according to pharmacists' views on robot counselling in community pharmacies, are context, digital competence, customer integrity, interaction, pharmacists' professional role and human skills. Conclusions According to the study findings, pharmacists experience that the social robot can offer a potential complement to a human pharmacist. The robot is seen as beneficial with respect to certain customer groups and in the light of personnel shortages, and may in the future add to trust, equality, freedom of choice and multilingualism, among other things, in the customer service situation at community pharmacies, thus improving medication safety.
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Brown CS, Manuel FC, Mattson AE, Schmitt CJ, Hellickson JD, Clark SL, Wieruszewski ED. Implementation of Tenecteplase for Acute Ischemic Stroke Treatment. J Emerg Nurs 2024; 50:171-177. [PMID: 38069957 DOI: 10.1016/j.jen.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 10/04/2023] [Accepted: 11/08/2023] [Indexed: 03/09/2024]
Abstract
INTRODUCTION Acute ischemic stroke is a neurologic emergency, requiring rapid recognition and treatment with intravenous thrombolysis. Since the publication of the 2019 American Heart Association/American Stroke Association Guidelines that recommend tenecteplase as an alternative agent, several centers across the United States are transitioning from alteplase to tenecteplase as the agent of choice for thrombolysis in acute ischemic stroke. METHODS Our health system transitioned to tenecteplase for the treatment of acute ischemic stroke in 2021 due to increasing evidence for efficacy and potential for improved door-to-needle time. Herein we describe our experience and provide guidance for other institutions to implement this change. CONCLUSION Emergency nurses are vital to the care of acute ischemic stroke patients. There are several pharmacologic and logistical differences between alteplase and tenecteplase for this indication. This paper outlines these key differences.
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Paul LC, Ahmed SS, Rani T, Haque MA, Roy TK, Hossain MN, Hossain MA. A smart medicine reminder kit with mobile phone calls and some health monitoring features for senior citizens. Heliyon 2024; 10:e26308. [PMID: 38404861 PMCID: PMC10884519 DOI: 10.1016/j.heliyon.2024.e26308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/09/2024] [Accepted: 02/09/2024] [Indexed: 02/27/2024] Open
Abstract
The demand for an effective system that combines cutting-edge technologies with medical research to improve healthcare systems has increased with the development of medical technology. The most fundamental form of disease prevention is taking the right medication when needed. With the right care, many fatal diseases can be cured or prevented. Therefore, it is crucial to follow the doctor's recommended drug plan. Healthcare experts now have serious concerns about patients not being able to take their prescribed medications on time, particularly elderly patients. Due to age-related memory loss, people who have been given multiple prescriptions at once over an extended period of time are more likely to forget to take their medication on time or to take the wrong medication. Sometimes, a patient's inability to take the right medication at the right time might have a major impact on their health. Aside from being forgetful, patients, especially the elderly and illiterate, may not be able to read the name stated on medical containers, leading to the consumption of the wrong medication. These errors contribute to non-adherence to pharmaceuticals, which is detrimental to the patient's health. As a result, there is a significant problem that hinders the success of the treatment. The medication reminder system is intended for people who frequently take medications or vitamin supplements in order to handle this. In order to help an elderly person properly take their medication and help the patient have a healthy life, we have created a ground-breaking portable multifunctional medicine reminder kit with phone calls. Other intelligent characteristics of the smart medicine reminder include the capacity to show the time, date, and day in real time, the detection of smoke, the measurement of air humidity and temperature in the room, the measurement of heartbeats per second, the patient's body temperature, and the oxygen saturation level.
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Mortelmans L, Dilles T. The development and evaluation of a medication diary to report problems with medication use. Heliyon 2024; 10:e26127. [PMID: 38375256 PMCID: PMC10875575 DOI: 10.1016/j.heliyon.2024.e26127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/02/2024] [Accepted: 02/08/2024] [Indexed: 02/21/2024] Open
Abstract
Purpose The study aimed to develop and evaluate a medication diary for patients to report problems with medication use to enable shared-decision making and improve medication adherence. Methods Based on a search for existing diaries, a review of the content, and a list of medication self-management problems compiled from previous research, a paper and pencil version of a medication diary was developed. The diary was reviewed for clarity and overall presentation by five healthcare providers and nine patients. Afterwards, user-friendliness was evaluated by 69 patients with polypharmacy discharged from hospital during a quantitative prospective study. Results The medication diary consists of several parts: (1) a medication schedule allowing patients to list their medicines, (2) information sheets allowing patients to write down specific medication-related information, (3) a monthly overview to indicate daily whether medication-related problems were experienced, (4) problem sheets elaborating on the problems encountered, (5) space for specific medication-related questions for healthcare providers to facilitate shared-decision making. The review phase resulted in minor textual adjustments and one extra problem in the problem sheet. Most participants, who tested the medication diary for two months, found the diary user-friendly (80%) and easy to fill in (89%). About 40% of participants reported problems with medication use. Half of the patients indicated that the diary can facilitate discussing problems with healthcare providers. Conclusion The medication diary offers patients the opportunity to report problems regarding their medication use in a proven user-friendly manner and to discuss these problems with healthcare providers. Reporting and discussing problems with medication use can serve as a first step towards making shared decisions on how to address the problems encountered.
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Leon C, Hogan H, Jani YH. Identifying and mapping measures of medication safety during transfer of care in a digital era: a scoping literature review. BMJ Qual Saf 2024; 33:173-186. [PMID: 37923372 PMCID: PMC10894843 DOI: 10.1136/bmjqs-2022-015859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 10/04/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Measures to evaluate high-risk medication safety during transfers of care should span different safety dimensions across all components of these transfers and reflect outcomes and opportunities for proactive safety management. OBJECTIVES To scope measures currently used to evaluate safety interventions targeting insulin, anticoagulants and other high-risk medications during transfers of care and evaluate their comprehensiveness as a portfolio. METHODS Embase, Medline, Cochrane and CINAHL databases were searched using scoping methodology for studies evaluating the safety of insulin, anticoagulants and other high-risk medications during transfer of care. Measures identified were extracted into a spreadsheet, collated and mapped against three frameworks: (1) 'Key Components of an Ideal Transfer of Care', (2) work systems, processes and outcomes and (3) whether measures captured past harms, events in real time or areas of concern. The potential for digital health systems to support proactive measures was explored. RESULTS Thirty-five studies were reviewed with 162 measures in use. Once collated, 29 discrete categories of measures were identified. Most were outcome measures such as adverse events. Process measures included communication and issue identification and resolution. Clinic enrolment was the only work system measure. Twenty-four measures captured past harm (eg, adverse events) and six indicated future risk (eg, patient feedback for organisations). Two real-time measures alerted healthcare professionals to risks using digital systems. No measures were of advance care planning or enlisting support. CONCLUSION The measures identified are insufficient for a comprehensive portfolio to assess safety of key medications during transfer of care. Further measures are required to reflect all components of transfers of care and capture the work system factors contributing to outcomes in order to support proactive intervention to reduce unwanted variation and prevent adverse outcomes. Advances in digital technology and its employment within integrated care provide opportunities for the development of such measures.
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Ryan AN, Robertson KL, Glass BD. Look-alike medications in the perioperative setting: scoping review of medication incidents and risk reduction interventions. Int J Clin Pharm 2024; 46:26-39. [PMID: 37688737 PMCID: PMC10830657 DOI: 10.1007/s11096-023-01629-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 07/17/2023] [Indexed: 09/11/2023]
Abstract
BACKGROUND Look-alike medications, where ampoules or vials of intravenous medications look similar, may increase the risk of medication errors in the perioperative setting. AIM This scoping review aimed to identify and explore the issues related to look-alike medication incidents in the perioperative setting and the reported risk reduction interventions. METHOD Eight databases were searched including: CINAHL Complete, Embase, OVID Emcare, Pubmed, Scopus, Informit, Cochrane and Prospero and reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Extension for Scoping Reviews (PRISMA-ScR). Key search terms included anaesthesia, adverse drug event, drug error or medication error, look alike sound alike, operating theatres and pharmacy. Title and abstracts were screened independently and findings were extracted using validated tools in collaboration and consensus with co-authors. RESULTS A total of 2567 records were identified to 4th July 2022; however only 18 publications met the inclusion criteria. Publication types consisted of case reports, letters to the editor, multimodal quality improvement activities or survey/audits, a controlled simulation study and one randomised clinical trial. Risk reduction intervention themes identified included regulation, procurement, standardisation of storage, labelling, environmental factors, teamwork factors and the safe administration. CONCLUSION This review highlighted challenges with look-alike medications in the perioperative setting and identified interventions for risk reduction. Key interventions did not involve technology-based solutions and further research is required to assess their effectiveness in preventing patient harm.
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Liebing N, Ziehr B, Röber S, Nibbe L, Oppert M, Warnke U. [Ward-based clinical pharmacists in intensive care medicine: an economic evaluation]. Med Klin Intensivmed Notfmed 2024:10.1007/s00063-023-01102-y. [PMID: 38263495 DOI: 10.1007/s00063-023-01102-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 11/06/2023] [Accepted: 12/07/2023] [Indexed: 01/25/2024]
Abstract
BACKGROUND The positive impact of pharmaceutical care in improving medication safety is considered proven. Little is known about the economic benefit of clinical pharmaceutical services in Germany. OBJECTIVE In 2020, a pilot project was started at the Ernst von Bergmann Hospital to introduce ward-based clinical pharmacists in intensive care medicine, also in order to determine the economic benefit of the medication management offered. METHODS By a team of experienced intensive care physicians and clinical pharmacists on the basis of a consensus principle, each pharmaceutical intervention (PI) was assigned a probability score (Nesbit probability score) with which an adverse drug event (ADE) would have occurred. Assuming that each ADE results in an increased length of stay, the costs of intensive care treatment/day were used as potential savings. The model thereby combines the findings of two international publications to enable an economic analysis of pharmaceutical services. RESULTS During the study period, 177 pharmaceutical interventions were evaluated and corresponding probability scores for the occurrence of ADE were determined. From this, annual savings of € 80,000 through avoided costs were calculated. CONCLUSION In this project, the economic benefit of pharmaceutical services in intensive care medicine was proven. Ward-based clinical pharmacists are now an integral part of the intensive care treatment team at the Ernst von Bergmann Hospital.
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Booth DY, Cherian SM, Lark J, Stratton M, Babu RN. Implementation of a Heparin Infusion Calculator in the Electronic Health Record System as a Risk-Mitigation Strategy in a Community Teaching Hospital Emergency Department. J Emerg Nurs 2024; 50:36-43. [PMID: 37943210 DOI: 10.1016/j.jen.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 09/14/2023] [Accepted: 10/02/2023] [Indexed: 11/10/2023]
Abstract
INTRODUCTION According to the Institute for Safe Medication Practices, unfractionated heparin is a high-risk medication due to the potential for medication errors and adverse events. Unfractionated heparin is often started in the emergency department for patients with acute coronary syndromes or coagulopathies. Risk-mitigation strategies should be implemented to ensure appropriate initiation and monitoring of this high-risk medication. In 2019, an unfractionated heparin calculator was built into the electronic health record at a community medical center. The purpose of this study was to evaluate the impact of the calculator as a risk-mitigation strategy. METHODS Patients ≥18 years old admitted between January 1, 2020, and December 31, 2020, were included if they were administered an unfractionated heparin infusion in the emergency department. Patient encounters were excluded if unfractionated heparin order was discontinued before administration. Patient encounters were classified into the unfractionated heparin calculator arm if the unfractionated heparin calculator was used to determine initial dosing, and the remaining patient encounters were classified into the unfractionated heparin no calculator arm. Unfractionated heparin orders were reviewed if a baseline activated partial thromboplastin time was collected and if the correct initial bolus dose and infusion rate were administered. The primary objective is to determine whether the use of unfractionated heparin initiation calculator reduced the rate of medication administration errors. Medication administration errors are defined as baseline activated partial thromboplastin time not collected or incorrectly collected or the administration of incorrect initial bolus dose and infusion rate. RESULTS A total of 356 patient encounters with unfractionated heparin orders were included in the primary analysis. There were 13.9% errors (39 of 279) present when the calculator was used and 23.3% (18 of 77) when the calculator was not used (P = .046). There was 86% correct administration of heparin (240 of 279) when the calculator was used and 76% correct administrations (59 of 77) when the calculator was not used. DISCUSSION The use of the unfractionated heparin infusion calculator in the emergency department led to decrease in medication administration errors. This is the first study to evaluate the integration of an unfractionated heparin calculator into the electronic health record.
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Kintzel PE. Elotuzumab: Empiric analysis of dexamethasone administration schedule. J Oncol Pharm Pract 2024; 30:235-238. [PMID: 37876226 DOI: 10.1177/10781552231207855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Abstract
Elotuzumab in combination with dexamethasone and immunomodulating agents (IMiDs) lenalidomide or pomalidomide is 2nd to 4th line therapy for multiple myeloma. The labelled dosage of dexamethasone for use in conjunction with elotuzumab and IMiDs splits the dexamethasone dose into two administrations, one oral and one intravenous, on the days of each elotuzumab infusion. Administration of split dose dexamethasone on days of elotuzumab administration is based on the registration trials submitted for drug approval and was intended to ensure standard well-timed immunotherapy premedication using pharmacologically equivalent dexamethasone doses for both study arms. Administration of dexamethasone in the manner delineated by the elotuzumab product label adds complexity to the delivery of care. This commentary provides an empirical assessment of established medication safety and effectiveness which supports administration of dexamethasone standard intermittent dose instead of the split dose approach delineated on elotuzumab package insert. Simplification of regimen administration improves medication adherence, reduces the risk of inadvertent omission or duplication of medication therapy, and improves the workflow required for delivery of care.
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Assunção-Costa L, Pinto CR, Machado JFF, Valli CG, de Souza LEPF, Franklin BD. Validation of a method to assess the severity of medication administration errors in Brazil. BMJ Open Qual 2023; 12:e002510. [PMID: 38160020 PMCID: PMC10759053 DOI: 10.1136/bmjoq-2023-002510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 12/03/2023] [Indexed: 01/03/2024] Open
Abstract
INTRODUCTION Medication errors are frequent and have high economic and social impacts; however, some medication errors are more likely to result in harm than others. Therefore, it is critical to determine their severity. Various tools exist to measure and classify the harm associated with medication errors; although, few have been validated internationally. METHODS We validated an existing method for assessing the potential severity of medication administration errors (MAEs) in Brazil. Thirty healthcare professionals (doctors, nurses and pharmacists) from Brazil were invited to score 50 cases of MAEs as in the original UK study, regarding their potential harm to the patient, on a scale from 0 to 10. Sixteen cases with known harmful outcomes were included to assess the validity of the scoring. To assess test-retest reliability, 10 cases (of the 50) were scored twice. Potential sources of variability in scoring were evaluated, including the occasion on which the scores were given, the scorers, their profession and the interactions among these variables. Data were analysed using generalisability theory. A G coefficient of 0.8 or more was considered reliable, and a Bland-Altman analysis was used to assess test-retest reliability. RESULTS To obtain a generalisability coefficient of 0.8, a minimum of three judges would need to score each case with their mean score used as an indicator of severity. The method also appeared to be valid, as the judges' assessments were largely in line with the outcomes of the 16 cases with known outcomes. The Bland-Altman analysis showed that the distribution was homogeneous above and below the mean difference for doctors, pharmacists and nurses. CONCLUSION The results of this study demonstrate the reliability and validity of an existing method of scoring the severity of MAEs for use in the Brazilian health system.
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O'Brien E, Johnston S, Douglas C. Implementing a medication lubricant for pill dysphagia on an acute care ward using Plan-Do-Study-Act cycles. BMJ Open Qual 2023; 12:e002505. [PMID: 38114248 DOI: 10.1136/bmjoq-2023-002505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 12/03/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Pill dysphagia, the difficulty in swallowing solid oral medications, is a common problem that can affect medication adherence and increase pill modifications. Current practices of crushing medications or using food vehicles have limitations and potential risks. This report describes the implementation of a medication lubricant, Gloup, for pill dysphagia on an acute care ward using Plan-Do-Study-Act cycles. OBJECTIVE The objective of this project was to evaluate the implementation of Gloup in the acute care ward setting and assess its acceptability and uptake by patients and ward nurses during medication administration. METHODS The project involved chart audits of medication administration records, collection of patient feedback, and staff feedback through meetings. Patient characteristics and medication administration practices were documented. The implementation process included education and training sessions for staff, development of a medication chart sticker for evaluation data collection and small-scale testing of Gloup with patients before ward-level implementation. RESULTS The implementation of Gloup on the acute care ward showed high uptake and acceptability. The majority of patients using Gloup had crushed medications, and the use of Gloup varied based on patient needs. CONCLUSION The implementation of Gloup as a medication lubricant for pill dysphagia on an acute care ward was successful and well received by patients and staff. The use of Gloup appeared to improve medication administration practices and reduce the need for crushing medications or using food vehicles. This project highlights the importance of addressing pill dysphagia in acute care settings and provides insights for other wards considering similar interventions.
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Mattick K, Noble C. Education and educational interventions: moving beyond information provision. BMJ Qual Saf 2023; 33:10-12. [PMID: 37591516 DOI: 10.1136/bmjqs-2023-016273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2023] [Indexed: 08/19/2023]
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Park J, You SB, Ryu GW, Kim Y. Attributes of errors, facilitators, and barriers related to rate control of IV medications: a scoping review. Syst Rev 2023; 12:230. [PMID: 38093372 PMCID: PMC10717502 DOI: 10.1186/s13643-023-02386-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Intravenous (IV) medication is commonly administered and closely associated with patient safety. Although nurses dedicate considerable time and effort to rate the control of IV medications, many medication errors have been linked to the wrong rate of IV medication. Further, there is a lack of comprehensive studies examining the literature on rate control of IV medications. This study aimed to identify the attributes of errors, facilitators, and barriers related to rate control of IV medications by summarizing and synthesizing the existing literature. METHODS This scoping review was conducted using the framework proposed by Arksey and O'Malley and PRISMA-ScR. Overall, four databases-PubMed, Web of Science, EMBASE, and CINAHL-were employed to search for studies published in English before January 2023. We also manually searched reference lists, related journals, and Google Scholar. RESULTS A total of 1211 studies were retrieved from the database searches and 23 studies were identified from manual searches, after which 22 studies were selected for the analysis. Among the nine project or experiment studies, two interventions were effective in decreasing errors related to rate control of IV medications. One of them was prospective, continuous incident reporting followed by prevention strategies, and the other encompassed six interventions to mitigate interruptions in medication verification and administration. Facilitators and barriers related to rate control of IV medications were classified as human, design, and system-related contributing factors. The sub-categories of human factors were classified as knowledge deficit, performance deficit, and incorrect dosage or infusion rate. The sub-category of design factor was device. The system-related contributing factors were classified as frequent interruptions and distractions, training, assignment or placement of healthcare providers (HCPs) or inexperienced personnel, policies and procedures, and communication systems between HCPs. CONCLUSIONS Further research is needed to develop effective interventions to improve IV rate control. Considering the rapid growth of technology in medical settings, interventions and policy changes regarding education and the work environment are necessary. Additionally, each key group such as HCPs, healthcare administrators, and engineers specializing in IV medication infusion devices should perform its role and cooperate for appropriate IV rate control within a structured system.
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Morley H, Seabury R, Parsels K, Miller C, Darko W, Schrader J, Meola G. Preparation/administration of push-dose versus continuous infusion epinephrine and phenylephrine: A simulation. Am J Emerg Med 2023; 74:135-139. [PMID: 37832396 DOI: 10.1016/j.ajem.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 09/18/2023] [Accepted: 10/01/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Hypotension is a common problem in the emergency department (ED) and intensive care unit (ICU) and can increase risk for poor outcomes. Many EDs/ICUs utilize epinephrine and phenylephrine to treat hypotension and these medications are most often administered as a continuous infusion (CI). Push-dose (PD) is the administration of small medication doses as intermittent intravenous pushes (IVPs). There is limited information comparing the time required to prepare and administer PD versus CI and errors have been reported when preparing and administering these medications at bedside. This simulation study sought to estimate preparation and administration times and preparation and errors with PD and CI epinephrine and phenylephrine when prepared by an ED/ICU pharmacist. METHODS This crossover simulation study took place in a simulation center at an academic medical center and utilized a multi-venous intravenous training arm kit equip with an 18-gauge intravenous line, an extension tubing set, and a luer-lock adapter. The primary outcome was total preparation and administration time in seconds. The secondary outcome was major preparation and administration errors, defined as errors causing a five-fold or greater overdose. RESULTS In total, 16 pharmacists participated, including nine ED and seven ICU pharmacists. PD had faster total preparation and administration time and administration time, but not preparation time; PD showed an approximate 70 s decrease in total preparation and administration time versus CI. PD had more major preparation and administration errors and six PD preparations (18.8%, 6/32) had at least one major preparation and administration error. CI, on the other hand, had no major preparation and administration errors. DISCUSSION This simulation found faster total preparation and administration time with PD versus CI epinephrine and phenylephrine, but also found that PD had more major preparation and administration errors. Dilutional errors during medication preparation were the cause of 83.3% (5/6) of our overdoses. CONCLUSION This simulation study showed that ED/ICU pharmacists had faster median total preparation and administration times for PD epinephrine and phenylephrine versus CI, but PD also had more preparation and administration errors.
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Frestel J, Teoh SWK, Broderick C, Dao A, Sajogo M. A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100332. [PMID: 37810747 PMCID: PMC10556808 DOI: 10.1016/j.rcsop.2023.100332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 08/29/2023] [Accepted: 09/15/2023] [Indexed: 10/10/2023] Open
Abstract
Objective Our initiative aimed to improve the system used to capture pharmacist clinical interventions to better support staff to document, manage and identify trends in medication-related problems (MRPs). The aim of the study was to develop an electronic tool which is easily accessible by most electronic devices with secure data storage and access. Methods A REDCap® database was designed for documentation of pharmacy clinical interventions. Information documented can be retrieved in real-time and can be integrated to Microsoft Power BI® for real-time data visualisation. The dashboards were customised to display useful information including pharmacy clinical intervention details, common MRPs, common medications involved available to users at real time. Results A total of 4343 interventions were documented from July 2022 to March 2023. The most common MRPs were omission of regular medications 876 (20.17%), condition untreated 722(16.62%), and contraindications apparent 451 (10.38%). The most common medications involved include iron 244 (5.62%), enoxaparin 231 (5.32%), macrogol laxatives 208 (4.79%), multivitamin 206 (4.74%), colecalciferol 179(4.12%), tramadol 156 (3.59%). Conclusion This study demonstrated the significance of integration of health application tools of REDcap and Power BI in the data management and intelligent visual analytics and reporting.
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Gao Y, Guo Y, Zheng M, He L, Guo M, Jin Z, Fan P. A refined management system focusing on medication dispensing errors: A 14-year retrospective study of a hospital outpatient pharmacy. Saudi Pharm J 2023; 31:101845. [PMID: 38028216 PMCID: PMC10651669 DOI: 10.1016/j.jsps.2023.101845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Objectives This study aimed to evaluate the efficiency of a 14-year refined management system for the reduction of dispensing errors in a large-scale hospital outpatient pharmacy and to determine the effects of person-related and environment-related factors on the occurrence of dispensing errors. Methods A retrospective study was performed. Data on dispensing errors, inventory and account management from 2008 to 2021 were collected from the electronic system and evaluated using the direct observation method and the Plan-Do-Check-Act (PDCA) cycle. Results The consistency of the inventory and accounts increased substantially (from 86.93 % to 99.75 %) with the implementation of the refined management program. From 2008 to 2021, the total number of dispensing errors was reduced by approximately 96.1 %. The number of dispensing errors in quantity and name was reduced by approximately 98.2 % and 95.07 %, respectively. A remarkable reduction in the error rate was achieved (from 0.014 % to 0.00002 %), and the rate of dispensing errors was significantly reduced (0.019 % vs. 0.0003 %, p < 0.001). Across all medication dispensing errors, human-related errors decreased substantially (208 vs. 7, p < 0.05), as did non-human-related errors also (202 vs. 9, p < 0.05). There was a correlation between the occurrence of errors and pharmacists' sex (females generally made fewer errors than males), age (more errors were made by those aged 31-40 years), and working years (more errors were made by those with more than 11 years of work experience) from 2016 to 2021. The technicians improved during this procedure. Conclusions Refined management using the PDCA cycle was helpful in preventing dispensing errors and improving medication safety for patients.
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Hansen RN, Burghle A, Grünfeld SB, Jørgensen AM, Westergaard S, Hamid H, Rossing CV. Counselling customers at risk of the triple whammy effect at community pharmacies - A feasibility study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100339. [PMID: 37869068 PMCID: PMC10585312 DOI: 10.1016/j.rcsop.2023.100339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/14/2023] [Accepted: 09/27/2023] [Indexed: 10/24/2023] Open
Abstract
The combination of diuretics, angiotensin-converting enzyme inhibitors (ACE-i)/angiotensin II receptor blockers (ARBs) and non-steroidal anti-inflammatory drugs (NSAID) involves a risk of acute renal failure known as the triple whammy effect (TWE). NSAID can be provided by prescription or over the counter (OTC) and community pharmacies counsel on this medication every day to contribute to medication safety. The objective of this study is to test the feasibility of an intervention where community pharmacies identify and counsel customers at risk of the TWE. Participating pharmacies were recruited across Denmark and the Faroe Islands. In April to May 2021, all staff at 13 community pharmacies chose 10 workdays to collect data in an electronic tool on their risk assessment, the customers' medication, and counselling about the TWE for customers asking for NSAID. Pharmacy staff were instructed in correct data collection and received learning material and a patient information leaflet on the TWE. These data were analysed descriptively. Staff evaluated the learning material and patient information leaflet in a questionnaire. The quantitative answers from the questionnaire were analysed descriptively and the qualitative answers were analysed using content analysis. According to the pharmacies' risk assessment, 12.1% (n = 215) of customers asking for NSAID were at risk of the TWE. The data on customers' medication showed that only 8.0% (n = 142) were actually at risk of TWE. Of those, 43.0% (n = 61) asked for NSAID on prescription and 57.0% (n = 81) for OTC. In the evaluation of materials pharmacy staff reported overall satisfaction with the learning material, which they reported increased their knowledge of TWE and helped them in their counselling. They also reported satisfaction with the patient information leaflet. Despite pharmacy staff reporting satisfaction with the learning material, it still did not educate staff well enough in assessing the risk of TWE for customers asking for NSAID. More research is needed on TWE interventions in community pharmacies because this study shows that there is a potential for community pharmacies to identify and counsel persons at risk of the TWE.
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Cassidy CE, Boulos L, McConnell E, Barber B, Delahunty-Pike A, Bishop A, Fatima N, Higgins A, Churchill M, Lively A, MacPhee SP, Misener RM, Sarty R, Wells R, Curran JA. E-prescribing and medication safety in community settings: A rapid scoping review. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100365. [PMID: 38023632 PMCID: PMC10679534 DOI: 10.1016/j.rcsop.2023.100365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/31/2023] [Accepted: 11/03/2023] [Indexed: 12/01/2023] Open
Abstract
Background Medication prescribing is essential for the treatment, curing, maintenance, and/or prevention of an illness and disease, however, medication errors remain common. Common errors including prescribing and administration, pose significant risk to patients. Electronic prescribing (e-prescribing) is one intervention used to enhance the safety and quality of prescribing by decreasing medication errors and reducing harm. E-prescribing in community-based settings has not been extensively examined. Objective To map and characterize the current evidence on e-prescribing and medication safety in community pharmacy settings. Methods We conducted a rapid scoping review of quantitative, qualitative, and mixed methods studies reporting on e-prescribing and medication safety. MEDLINE All (OVID), Embase (Elsevier), CINAHL Full Text (EBSCOHost), and Scopus (Elsevier) databases were searched December 2022 using keywords and MeSH terms related to e-prescribing, medication safety, efficiency, and uptake. Articles were imported to Covidence and screened by two reviewers. Data were extracted by a single reviewer and verified by a second reviewer using a standardized data extraction form. Findings are reported in accordance with JBI Manual for Evidence Synthesis following thematic analysis to narratively describe results. Results Thirty-five studies were included in this review. Most studies were quantitative (n = 22), non-experimental study designs (n = 16) and were conducted in the United States (n = 18). Half of included studies reported physicians as the prescriber (n = 18), while the remaining reported a mix of nurse practitioners, pharmacists, and physician assistants (n = 6). Studies reported on types of errors, including prescription errors (n = 20), medication safety errors (n = 9), dispensing errors (n = 2), and administration errors (n = 1). Few studies examined patient health outcomes, such as adverse drug events (n = 5). Conclusions Findings indicate that most research is descriptive in nature and focused primarily on rates of prescription errors. Further research, such as experimental, implementation, and evaluation mixed-methods research, is needed to investigate the effects of e-prescribing on reducing error rates and improving patient and health system outcomes.
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