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Alanazi WK, Almutairi SH, Alamri AA, Alsubaie MF, Tohary OM, Hussein MT, Alshamrani MH, Alharbi GG, Alsomali HM, Alsadran QT, Alzuwayed OA, Sumayli AM, Alrasheedi FS, Alamari YA. Effect of electronic prescription system modifications on reducing prescribing errors in a military hospital. J Pharm Policy Pract 2024; 17:2431177. [PMID: 39640416 PMCID: PMC11619007 DOI: 10.1080/20523211.2024.2431177] [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: 09/01/2024] [Accepted: 11/13/2024] [Indexed: 12/07/2024] Open
Abstract
Background The implementation of electronic prescription systems has become a crucial advancement in healthcare, intending to enhance the precision, safety, and effectiveness of the prescription process. Electronic prescription systems provide many solutions to reduce prescribing errors by allowing system modifications that streamline the prescribing process to improve communication between healthcare practitioners. In this study, we aimed to explore the effect of electronic prescription system modification on minimising prescribing errors. Methods This retrospective quantitative study assessed the effects of electronic prescribing system modification in a tertiary military centre in Saudi Arabia, specifically focusing on decreasing prescribing errors in different hospital departments. Collected data include all prescribing errors that occurred in the inpatient setting during the study period, while exclude prescribing errors for outpatient settings as they have different e-prescribing system. A total of 29,554 patient admissions were analysed to compare the frequency of prescribing errors before and after the introduction of electronic prescriptions modification. Results The findings from this study indicate a total reduction in prescribing errors after electronic prescription modifications from 1.43% to 0.51% (p-value < 0.001) across all departments, which is highly significant. Furthermore, there was a significant reduction of 49.8% in the overall prescribing error rate. The overall reduction in total errors occurrences after implementing e-prescription modifications suggests a systemic improvement, even if individual departments showed mixed results. Conclusion This study emphasises the advantages of electronic prescribing system modification in improving patient safety and optimising healthcare operations. However, the variance in results across departments highlights the need for tailored modifications and continuous system optimisation. By addressing the specific needs of each department, hospitals can maximise the benefits of e-prescribing system and achieve more consistent reductions in prescribing errors in clinical practice.
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Affiliation(s)
- Wafa K. Alanazi
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Saleh H. Almutairi
- Hospital Material and Management Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Abdullah A. Alamri
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Muneerah F. Alsubaie
- Hospital Material and Management Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Omar M. Tohary
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Mai T. Hussein
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Mohammed H. Alshamrani
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Ghalia G. Alharbi
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Hanaa M. Alsomali
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Qassem T. Alsadran
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Omar A. Alzuwayed
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Abdulaziz M. Sumayli
- Pharmaceutical Services Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Fahad S. Alrasheedi
- Hospital Material and Management Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
| | - Yosef A. Alamari
- Hospital Material and Management Department, King Fahad Military Medical Complex, Dhahran, Saudi Arabia
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Abdel-Razaq WS, Mardawi G, Obaidat AA, Aljahani L, Almutairi M, Almotiri R, Albekairy NA, Aldebasi T, Albekairy AM, Shawaqfeh MS. Prescribing Errors in an Ambulatory Care Setting: Mitigating Risks in Outpatient Medication Orders, Cross-Sectional Review. GLOBAL JOURNAL ON QUALITY AND SAFETY IN HEALTHCARE 2024; 7:175-181. [PMID: 39534239 PMCID: PMC11554399 DOI: 10.36401/jqsh-24-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 05/27/2024] [Accepted: 07/02/2024] [Indexed: 11/16/2024]
Abstract
Introduction Prescribing errors (PEs) are the most common type of medication error, which may occur by prescribing the wrong medication, improper dose, dosage, and/or even prescribing a drug to the wrong patient. The present study aims to compile PEs that were generated in an ambulatory care setting at a tertiary-care hospital in Saudi Arabia. Methods A retrospective cross-sectional review was conducted for all reported PEs in ambulatory care clinics for 3 years. The potential hazardous outcomes of these PEs were classified according to the medication error index. Results A total of 897 records containing 1199 PEs were retrieved. More than a third of prescribers had frequently committed PEs-ranging from 2 to 39 times. The most encountered errors were prescribing incorrect doses, medication duplication, incorrect dosing frequency, and inappropriate duration (34.5%, 14.1%, 11.6%, and 9.8%, respectively). The most frequent mistakes were when prescribing antibiotics (22.9%) and drugs for cardiovascular conditions (18.5%). Most errors were of mild to moderate severity, mostly type-B near-miss errors and did not reach patients. Only two prescription events (0.17%) had severe consequences that required intervention to avoid any subsequent harm or damage. Conclusion The current investigation has revealed a substantial percentage of PEs, mostly in internal medicine and cardiology departments. Although PEs are undoubtedly not easy to avoid, monitoring and recognizing these inaccuracies is pivotal to preventing potential harm and promoting patient safety.
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Affiliation(s)
- Wesam S. Abdel-Razaq
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Centre, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Ghada Mardawi
- King Abdulaziz Medical City, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Aiman A. Obaidat
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Centre, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Lama Aljahani
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Maram Almutairi
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Reham Almotiri
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Nataleen A. Albekairy
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Tariq Aldebasi
- King Abdullah International Medical Research Centre, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Abdulkareem M. Albekairy
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Centre, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
- King Abdulaziz Medical City, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Mohammad S. Shawaqfeh
- College of Pharmacy, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Centre, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
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Bouraghi H, Imani B, Saeedi A, Mohammadpour A, Saeedi S, Khodaveisi T, Mehrabi T. Challenges and advantages of electronic prescribing system: a survey study and thematic analysis. BMC Health Serv Res 2024; 24:689. [PMID: 38816874 PMCID: PMC11141034 DOI: 10.1186/s12913-024-11144-3] [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: 12/11/2023] [Accepted: 05/23/2024] [Indexed: 06/01/2024] Open
Abstract
INTRODUCTION Electronic prescribing (e-prescribing) systems can bring many advantages and challenges. This system has been launched in Iran for more than two years. This study aimed to investigate the challenges and advantages of the e-prescribing system from the point of view of physicians. METHODS In this survey study and thematic analysis, which was conducted in 2023, a researcher-made questionnaire was created based on the literature review and opinions of the research team members and provided to the physician. Quantitative data were analyzed using SPSS software, and qualitative data were analyzed using ATLAS.ti software. Rank and point biserial, Kendall's tau b, and Phi were used to investigate the correlation between variables. RESULTS Eighty-four physicians participated in this study, and 71.4% preferred to use paper-based prescribing. According to the results, 53.6%, 38.1%, and 8.3% of physicians had low, medium, and high overall satisfaction with this system, respectively. There was a statistically significant correlation between the sex and overall satisfaction with the e-prescribing system (p-value = 0.009) and the computer skill level and the prescribing methods (P-value = 0.042). Physicians face many challenges with this system, which can be divided into five main categories: technical, patient-related, healthcare providers-related, human resources, and architectural and design issues. Also, the main advantages of the e-prescribing system were process improvement, economic efficiency, and enhanced prescribing accuracy. CONCLUSION The custodian and service provider organizations should upgrade the necessary information technology infrastructures, including hardware, software, and network infrastructures. Furthermore, it would be beneficial to incorporate the perspectives of end users in the system design process.
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Affiliation(s)
- Hamid Bouraghi
- Department of Health Information Technology, School of Allied Medical Sciences, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd, Hamadan, Iran
| | - Behzad Imani
- Department of Operating Room, School of Paramedicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Abolfazl Saeedi
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Ali Mohammadpour
- Department of Health Information Technology, School of Allied Medical Sciences, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd, Hamadan, Iran
| | - Soheila Saeedi
- Department of Health Information Technology, School of Allied Medical Sciences, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd, Hamadan, Iran.
| | - Taleb Khodaveisi
- Department of Health Information Technology, School of Allied Medical Sciences, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd, Hamadan, Iran.
| | - Tooba Mehrabi
- Health Information Management Department, Besat Hospital, Hamadan University of Medical Sciences, Hamadan, Iran
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Williams J, Malden S, Heeney C, Bouamrane M, Holder M, Perera U, Bates DW, Sheikh A. Optimizing Hospital Electronic Prescribing Systems: A Systematic Scoping Review. J Patient Saf 2022; 18:e547-e562. [PMID: 35188939 PMCID: PMC8855945 DOI: 10.1097/pts.0000000000000867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Considerable international investment in hospital electronic prescribing (ePrescribing) systems has been made, but despite this, it is proving difficult for most organizations to realize safety, quality, and efficiency gains in prescribing. The objective of this work was to develop policy-relevant insights into the optimization of hospital ePrescribing systems to maximize the benefits and minimize the risks of these expensive digital health infrastructures. METHODS We undertook a systematic scoping review of the literature by searching MEDLINE, Embase, and CINAHL databases. We searched for primary studies reporting on ePrescribing optimization strategies and independently screened and abstracted data until saturation was achieved. Findings were theoretically and thematically synthesized taking a medicine life-cycle perspective, incorporating consultative phases with domain experts. RESULTS We identified 23,609 potentially eligible studies from which 1367 satisfied our inclusion criteria. Thematic synthesis was conducted on a data set of 76 studies, of which 48 were based in the United States. Key approaches to optimization included the following: stakeholder engagement, system or process redesign, technological innovations, and education and training packages. Single-component interventions (n = 26) described technological optimization strategies focusing on a single, specific step in the prescribing process. Multicomponent interventions (n = 50) used a combination of optimization strategies, typically targeting multiple steps in the medicines management process. DISCUSSION We identified numerous optimization strategies for enhancing the performance of ePrescribing systems. Key considerations for ePrescribing optimization include meaningful stakeholder engagement to reconceptualize the service delivery model and implementing technological innovations with supporting training packages to simultaneously impact on different facets of the medicines management process.
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Affiliation(s)
- Jac Williams
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen Malden
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Catherine Heeney
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Matt Bouamrane
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Mike Holder
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Uditha Perera
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - David W. Bates
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Aziz Sheikh
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
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Talat U, Schmidtke KA, Khanal S, Chan A, Turner A, Horne R, Chadborn T, Gold N, Sallis A, Vlaev I. A Systematic Review of Nudge Interventions to Optimize Medication Prescribing. Front Pharmacol 2022; 13:798916. [PMID: 35145411 PMCID: PMC8822212 DOI: 10.3389/fphar.2022.798916] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background: The benefits of medication optimization are largely uncontroversial but difficult to achieve. Behavior change interventions aiming to optimize prescriber medication-related decisions, which do not forbid any option and that do not significantly change financial incentives, offer a promising way forward. These interventions are often referred to as nudges. Objective: The current systematic literature review characterizes published studies describing nudge interventions to optimize medication prescribing by the behavioral determinants they intend to influence and the techniques they apply. Methods: Four databases were searched (MEDLINE, Embase, PsychINFO, and CINAHL) to identify studies with nudge-type interventions aiming to optimize prescribing decisions. To describe the behavioral determinants that interventionists aimed to influence, data were extracted according to the Theoretical Domains Framework (TDF). To describe intervention techniques applied, data were extracted according to the Behavior Change Techniques (BCT) Taxonomy version 1 and MINDSPACE. Next, the recommended TDF-BCT mappings were used to appraise whether each intervention applied a sufficient array of techniques to influence all identified behavioral determinants. Results: The current review located 15 studies comprised of 20 interventions. Of the 20 interventions, 16 interventions (80%) were effective. The behavior change techniques most often applied involved prompts (n = 13). The MINDSPACE contextual influencer most often applied involved defaults (n = 10). According to the recommended TDF-BCT mappings, only two interventions applied a sufficient array of behavior change techniques to address the behavioral determinants the interventionists aimed to influence. Conclusion: The fact that so many interventions successfully changed prescriber behavior encourages the development of future behavior change interventions to optimize prescribing without mandates or financial incentives. The current review encourages interventionists to understand the behavioral determinants they are trying to affect, before the selection and application of techniques to change prescribing behaviors. Systematic Review Registration: [https://www.crd.york.ac.uk/prospero/], identifier [CRD42020168006].
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Affiliation(s)
- Usman Talat
- Alliance Manchester Business School, The University of Manchester, Manchester, United Kingdom
| | - Kelly Ann Schmidtke
- Warwick Medical School, Coventry, United Kingdom
- *Correspondence: Kelly Ann Schmidtke, ; Ivo Vlaev,
| | - Saval Khanal
- Warwick Business School, Coventry, United Kingdom
| | - Amy Chan
- School of Pharmacy, University of Auckland, Auckland, New Zealand
| | - Alice Turner
- Institute for Applied Health Research, University of Birmingham, Birmingham, United Kingdom
| | - Robert Horne
- UCL School of Pharmacy, University College London, London, United Kingdom
| | | | - Natalie Gold
- London School of Economics and Political Science, Public Health England, London, United Kingdom
- Kantar Public, London, United Kingdom
| | - Anna Sallis
- Public Health England, London, United Kingdom
| | - Ivo Vlaev
- Warwick Business School, Coventry, United Kingdom
- *Correspondence: Kelly Ann Schmidtke, ; Ivo Vlaev,
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Perera UT, Heeney C, Sheikh A. Policy parameters for optimising hospital ePrescribing: An exploratory literature review of selected countries of the Organisation for Economic Co-operation and Development. Digit Health 2022; 8:20552076221085074. [PMID: 35340903 PMCID: PMC8941697 DOI: 10.1177/20552076221085074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 02/16/2022] [Indexed: 11/16/2022] Open
Abstract
Objective Electronic prescribing systems offer considerable opportunities to enhance
the safety, effectiveness and efficiency of prescribing and medicines
management decisions but, despite considerable investments in health IT
infrastructure and healthcare professional training, realising these
benefits continues to prove challenging. How systems are customised and
configured to achieve optimal functionality is an increasing focus for
policymakers. We sought to develop an overview of the policy landscape
currently supporting optimisation of hospital ePrescribing systems in
economically developed countries with a view to deriving lessons for the
United Kingdom (UK). Methods We conducted a review of research literature and policy documents pertaining
to optimisation of ePrescribing within hospitals across Organisation for
Economic Co-operation and Development (OECD) countries on Embase, Medline,
National Institute for Health (NIH), Google Scholar databases from 2010 to
2020 and the websites of organisations with international and national
health policy interests in digital health and ePrescribing. We designed a
typology of policies targeting optimisation of ePrescribing systems that
provides an overview of evidence relating to the level at which policy is
set, the aims and the barriers encountered in enacting these policies. Results Our database searches retrieved 11 relevant articles and other web resources
mainly from North America and Western Europe. We identified very few
countries with a national level strategy for optimisation of ePrescribing in
hospitals. There were hotspots of digital maturity in relation to
ePrescribing at institutional, specialisation, regional and national levels
in the US and Europe. We noted that such countries with digital maturity
fostered innovations such as patient involvement. Conclusions We found that, whilst helpful to achieve certain aims, coordinated strategies
within and across countries for optimisation of ePrescribing systems are
rare, even in countries with well-established ePrescribing and digital
health infrastructures. There is at present little policy focus on
maximising the utility of ePrescribing systems.
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Affiliation(s)
- Uditha T Perera
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, UK
| | - Catherine Heeney
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, UK
| | - Aziz Sheikh
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, UK
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Gibb M, Winter H, Komarzynski S, Wreglesworth NI, Innominato PF. Holistic Needs Assessment of Cancer Survivors-Supporting the Process Through Digital Monitoring of Circadian Physiology. Integr Cancer Ther 2022; 21:15347354221123525. [PMID: 36154506 PMCID: PMC9520145 DOI: 10.1177/15347354221123525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The year 2022 could represent a significant juncture in the incorporation of mHealth solutions in routine cancer care. With the recent global COVID-19 pandemic leading a surge in both observation- and intervention-based studies predominantly aimed at remote monitoring there has been huge intellectual investment in developing platforms able to provide real time analytics that are readily usable. Another fallout from the pandemic has seen record waiting times and delayed access to cancer therapies leading to exhausting pressures on global healthcare providers. It seems an opportune time to utilize this boom in platforms to offer more efficient “at home” clinical assessments and less “in department” time for patients. Here, we will focus specifically on the role of digital tools around cancer survivorship, a relevant aspect of the cancer journey, particularly benefiting from integrative approaches. Within that context a further concept will be introduced and that is of the likely upsurge in circadian-based interpretation of continuous monitoring and the engendered therapeutic modifications. Chronobiology across the 24-hour span has long been understood to control key bodily aspects and circadian dysregulation plays a significant role in the risk of cancer and also the response to therapy and therefore progressive outcome. The rapid improvement in minimally invasive monitoring devices is, in the opinion of the authors, likely to advance introducing chronobiological amendments to routine clinical practices with positive impact on cancer survivors.
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Affiliation(s)
- Max Gibb
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK
| | - Hannah Winter
- Respiratory Medicine, Betsi Cadwaladr University Health Board, Bangor, UK
| | | | - Nicholas I Wreglesworth
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK.,Bangor University, Bangor, UK
| | - Pasquale F Innominato
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK.,University of Warwick, Coventry, UK.,Paris-Saclay University, Villejuif, France
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Kinlay M, Ho LMR, Zheng WY, Burke R, Juraskova I, Moles R, Baysari M. Electronic Medication Management Systems: Analysis of Enhancements to Reduce Errors and Improve Workflow. Appl Clin Inform 2021; 12:1049-1060. [PMID: 34758493 DOI: 10.1055/s-0041-1739196] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Electronic medication management (eMM) has been shown to reduce medication errors; however, new safety risks have also been introduced that are associated with system use. No research has specifically examined the changes made to eMM systems to mitigate these risks. OBJECTIVES To (1) identify system-related medication errors or workflow blocks that were the target of eMM system updates, including the types of medications involved, and (2) describe and classify the system enhancements made to target these risks. METHODS In this retrospective qualitative study, documents detailing updates made from November 2014 to December 2019 to an eMM system were reviewed. Medication-related updates were classified according to "rationale for changes" and "changes made to the system." RESULTS One hundred and seventeen updates, totaling 147 individual changes, were made to the eMM system over the 4-year period. The most frequent reasons for changes being made to the eMM were to prevent medication errors (24% of reasons), optimize workflow (22%), and support "work as done" on paper (16%). The most frequent changes made to the eMM were options added to lists (14% of all changes), extra information made available on the screen (8%), and the wording or phrasing of text modified (8%). Approximately a third of the updates (37%) related to high-risk medications. The reasons for system changes appeared to vary over time, as eMM functionality and use expanded. CONCLUSION To our knowledge, this is the first study to systematically review and categorize system updates made to overcome new safety risks associated with eMM use. Optimization of eMM is an ongoing process, which changes over time as users become more familiar with the system and use is expanded to more sites. Continuous monitoring of the system is necessary to detect areas for improvement and capitalize on the benefits an electronic system can provide.
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Affiliation(s)
- Madaline Kinlay
- Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | | | | | - Rosemary Burke
- Pharmacy Services, Sydney Local Health District, Sydney, Australia
| | - Ilona Juraskova
- School of Psychology, Faculty of Science, The University of Sydney, Sydney, Australia
| | - Rebekah Moles
- School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Melissa Baysari
- Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Cho J, Shin S, Jeong Y, Lee E, Ahn S, Won S, Lee E. Healthcare Quality Improvement Analytics: An Example Using Computerized Provider Order Entry. Healthcare (Basel) 2021; 9:1187. [PMID: 34574961 PMCID: PMC8471240 DOI: 10.3390/healthcare9091187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/02/2021] [Accepted: 09/07/2021] [Indexed: 11/16/2022] Open
Abstract
Evaluation of sustainability after quality improvement (QI) projects in healthcare settings is an essential part of monitoring and future QI planning. With limitations in adopting quasi-experimental study design in real-world practice, healthcare professionals find it challenging to present the sustained effect of QI changes effectively. To provide quantitative methodological approaches for demonstrating the sustainability of QI projects for healthcare professionals, we conducted data analyses based on a QI project to improve the computerized provider order entry system to reduce patients' dosing frequencies in Korea. Data were collected for 5 years: 24-month pre-intervention, 12-month intervention, and 24-month post-intervention. Then, analytic approaches including control chart, Analysis of Variance (ANOVA), and segmented regression were performed. The control chart intuitively displayed how the outcomes changed over the entire period, and ANOVA was used to test whether the outcomes differed between groups. Last, segmented regression analysis was conducted to evaluate longitudinal effects of interventions over time. We found that the impact of QI projects in healthcare settings should be initiated following the Plan-Do-Study-Act cycle and evaluated long-term effects while widening the scope of QI evaluation with sustainability. This study can serve as a guide for healthcare professionals to use a number of statistical methodologies in their QI evaluations.
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Affiliation(s)
- Jungwon Cho
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea; (J.C.); (S.S.); (Y.J.); (E.L.)
- Research Institute of Pharmaceutical Sciences & College of Pharmacy, Seoul National University, Seoul 08826, Korea
| | - Sangmi Shin
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea; (J.C.); (S.S.); (Y.J.); (E.L.)
| | - Youngmi Jeong
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea; (J.C.); (S.S.); (Y.J.); (E.L.)
| | - Eunsook Lee
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea; (J.C.); (S.S.); (Y.J.); (E.L.)
| | - Soyeon Ahn
- Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea;
| | - Seunghyun Won
- Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea;
| | - Euni Lee
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam-si 13620, Korea; (J.C.); (S.S.); (Y.J.); (E.L.)
- Research Institute of Pharmaceutical Sciences & College of Pharmacy, Seoul National University, Seoul 08826, Korea
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Malden S, Heeney C, Bates DW, Sheikh A. Utilizing health information technology in the treatment and management of patients during the COVID-19 pandemic: Lessons from international case study sites. J Am Med Inform Assoc 2021; 28:1555-1563. [PMID: 33713131 PMCID: PMC7989249 DOI: 10.1093/jamia/ocab057] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 03/09/2021] [Indexed: 02/02/2023] Open
Abstract
Objective To develop an in-depth understanding of how hospitals with a long history of health information technology (HIT) use have responded to the COVID-19 pandemic from a HIT perspective. Materials and methods We undertook interviews with 44 healthcare professionals with a background in informatics from six hospitals internationally. Interviews were informed by a topic guide and were conducted via videoconferencing software. Thematic analysis was employed to develop a coding framework and identify emerging themes. Results Three themes and six sub-themes were identified. HITs were employed to manage time and resources during a surge in patient numbers through fast-tracked governance procedures, and the creation of real-time bed capacity tracking within electronic health records. Improving the integration of different hospital systems was identified as important across sites. The use of hard-stop alerts and order sets were perceived as being effective at helping to respond to potential medication shortages and selecting available drug treatments. Utilizing information from multiple data sources to develop alerts facilitated treatment. Finally, the upscaling/optimization of telehealth and remote working capabilities was used to reduce the risk of nosocomial infection within hospitals. Discussion A number of the HIT-related changes implemented at these sites were perceived to have facilitated more effective patient treatment and management of resources. Informaticians generally felt more valued by hospital management as a result. Conclusions Improving integration between data systems, utilizing specialized alerts, and expanding telehealth represent strategies that hospitals should consider when using HIT for delivering hospital care in the context of the COVID-19 pandemic.
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Affiliation(s)
- Stephen Malden
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Catherine Heeney
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - David W Bates
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Aziz Sheikh
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
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Heeney C, Malden S, Sheikh A. Protocol for a qualitative study to identify strategies to optimise hospital ePrescribing systems. BMJ Open 2021; 11:e044622. [PMID: 33441366 PMCID: PMC7812111 DOI: 10.1136/bmjopen-2020-044622] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/25/2020] [Accepted: 12/18/2020] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Electronic prescribing (ePrescribing) is a key area of development and investment in the UK and across the developed world. ePrescribing is widely understood as a vehicle for tackling medication-related safety concerns, improving care quality and making more efficient use of health resources. Nevertheless, implementation of an electronic health record does not itself ensure benefits for prescribing are maximised. We examine the process of optimisation of ePrescribing systems using case studies to provide policy recommendations based on the experiences of digitally mature hospital sites. METHODS AND ANALYSIS Qualitative interviews within six digitally mature sites will be carried out. The aim is to capture successful optimisation of electronic prescribing (ePrescribing) in particular health systems and hospitals. We have identified hospital sites in the UK and in three other developed countries. We used a combination of literature reviews and advice from experts at Optimising ePrescribing in Hospitals (eP Opt) Project round-table events. Sites were purposively selected based on geographical area, innovative work in ePrescribing/electronic health (eHealth) and potential transferability of practices to the UK setting. Interviews will be recorded and transcribed and transcripts coded thematically using NVivo software. Relevant policy and governance documents will be analysed, where available. Planned site visits were suspended due to the COVID-19 pandemic. ETHICS AND DISSEMINATION The Usher Research Ethics Group granted approval for this study. Results will be disseminated via peer-reviewed journals in medical informatics and expert round-table events, lay member meetings and the ePrescribing Toolkit (http://www.eprescribingtoolkit.com/)-an online resource supporting National Health Service (NHS) hospitals through the ePrescribing process.
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Affiliation(s)
- Catherine Heeney
- Centre for Medical Informatics, The University of Edinburgh Usher Institute of Population Health Sciences and Informatics, Edinburgh, UK
| | - Stephen Malden
- Centre for Medical Informatics, The University of Edinburgh Usher Institute of Population Health Sciences and Informatics, Edinburgh, UK
| | - Aziz Sheikh
- Centre for Medical Informatics, The University of Edinburgh Usher Institute of Population Health Sciences and Informatics, Edinburgh, UK
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