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Pereira N, Duff JP, Hayward T, Kherani T, Moniz N, Champigny C, Carson-Stevens A, Bowie P, Egan R. Methods for studying medication safety following electronic health record implementation in acute care: a scoping review. J Am Med Inform Assoc 2024; 31:499-508. [PMID: 38037171 PMCID: PMC10797275 DOI: 10.1093/jamia/ocad231] [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: 07/05/2023] [Revised: 11/13/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023] Open
Abstract
OBJECTIVES The objective of this scoping review is to map methods used to study medication safety following electronic health record (EHR) implementation. Patterns and methodological gaps can provide insight for future research design. MATERIALS AND METHODS We used the Joanna Briggs Institute scoping review methodology and a custom data extraction table to summarize the following data: (1) study demographics (year, country, setting); (2) study design, study period, data sources, and measures; (3) analysis strategy; (4) identified limitations or recommendations; (5) quality appraisal; and (6) if a Safety-I or Safety-II perspective was employed. RESULTS We screened 5879 articles. One hundred and fifteen articles met our inclusion criteria and were assessed for eligibility by full-text review. Twenty-seven articles were eligible for extraction. DISCUSSION AND CONCLUSION We found little consistency in how medication safety following EHR implementation was studied. Three study designs, 7 study settings, and 10 data sources were used across 27 articles. None of the articles shared the same combination of design, data sources, study periods, and research settings. Outcome measures were neither defined nor measured consistently. It may be difficult for researchers to aggregate and synthesize medication safety findings following EHR implementation research. All studies but one used a Safety-I perspective to study medication safety. We offer a conceptual model to support a more consistent approach to studying medication safety following EHR implementation.
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Affiliation(s)
- Nichole Pereira
- Faculty of Health Sciences, Health Quality Program, Queen’s University, Kingston, ON K7L 3N6, Canada
- Pediatric Intensive Care Unit, Alberta Health Services, Edmonton, AB T6G 2B7, Canada
| | - Jonathan P Duff
- Pediatric Intensive Care Unit, Alberta Health Services, Edmonton, AB T6G 2B7, Canada
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Tracy Hayward
- Department of Patient Safety, Covenant Health, Edmonton, AB T5R 4H5, Canada
| | - Tamizan Kherani
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Nadine Moniz
- Stroke Program, Alberta Health Services, Edmonton, AB T6G 2J3, Canada
| | | | - Andrew Carson-Stevens
- Faculty of Health Sciences, Health Quality Program, Queen’s University, Kingston, ON K7L 3N6, Canada
- Division of Population Medicine, School of Medicine, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Paul Bowie
- Faculty of Health Sciences, Health Quality Program, Queen’s University, Kingston, ON K7L 3N6, Canada
- Medical Directorate, NHS Education for Scotland, Glasgow EH4 2XU, United Kingdom
- Institute of Health and Wellbeing, University of Glasgow, Glasgow G12 8TB, United Kingdom
| | - Rylan Egan
- Faculty of Health Sciences, Health Quality Program, Queen’s University, Kingston, ON K7L 3N6, Canada
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Iflaifel MH, Lim R, Crowley C, Ryan K, Greco F. Detailed analysis of 'work as imagined' in the use of intravenous insulin infusions in a hospital: a hierarchical task analysis. BMJ Open 2021; 11:e041848. [PMID: 33757944 PMCID: PMC7993247 DOI: 10.1136/bmjopen-2020-041848] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVE Variable rate intravenous insulin infusions (VRIII) is a high-risk medication that has a potential to cause significant patient harm if used in error. Complex preparation of VRIII in clinical areas and the need for frequent monitoring and adjustment increase the complexity of using VRIII. An emerging approach, called Resilient Healthcare, proposes understanding complexity of work by exploring how work is assumed to be done and compare it with everyday work. This study aimed to explore how VRIII is perceived to be used by healthcare practitioners, focusing on one aspect of Resilient Healthcare: understanding how work is assumed to be done, using a method called hierarchical task analysis (HTA). DESIGN A qualitative study using document analysis and focus groups. SETTING A vascular surgery unit in an acute National Health Service teaching hospital in the UK. PARTICIPANTS Stakeholders/users in different professional roles involved in the process of using VRIII. RESULTS The HTA showed the complexity of using VRIII and highlighted more than 115 steps required to treat elevated blood glucose. The process of producing hospital-specific guidelines was iterative. Careful consideration was taken to coordinate the development and implementation of guidelines. Documents provided detailed clinical instructions related to the use of VRIII but practitioners selectively used them, often in deference to senior colleagues. Intentional adaptations, for example, proactively asking for a VRIII prescription occurred and were acknowledged as part of providing individualised patient care. CONCLUSION Using VRIII to treat elevated blood glucose is a complex but necessary process mediated by a range of factors such as organisational influences. Adaptive strategies to mitigate errors were common and future research can build on insights from this study to develop a broader understanding of how VRIII is used and to understand how adaptations are made in relation to the use of VRIII.
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Affiliation(s)
- Mais Hasan Iflaifel
- Reading School of Pharmacy, University of Reading School of Chemistry Food and Pharmacy, Reading, UK
| | - Rosemary Lim
- Reading School of Pharmacy, University of Reading School of Chemistry Food and Pharmacy, Reading, UK
| | - Clare Crowley
- Pharmacy, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Kath Ryan
- Reading School of Pharmacy, University of Reading School of Chemistry Food and Pharmacy, Reading, UK
| | - Francesca Greco
- Reading School of Pharmacy, University of Reading School of Chemistry Food and Pharmacy, Reading, UK
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Fraczkowski D, Matson J, Lopez KD. Nurse workarounds in the electronic health record: An integrative review. J Am Med Inform Assoc 2020; 27:1149-1165. [PMID: 32651588 PMCID: PMC7647365 DOI: 10.1093/jamia/ocaa050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 02/29/2020] [Accepted: 04/06/2020] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE The study sought to synthesize published literature on direct care nurses' use of workarounds related to the electronic health record. MATERIALS AND METHODS We conducted an integrative review of qualitative and quantitative peer-reviewed research through a structured search of Academic Search Complete, EBSCO Cumulative Index of Nursing and Allied Health Literature (CINAHL), Embase, Engineering Village, Ovid Medline, Scopus, and Web of Science. We systematically applied exclusion rules at the title, abstract, and full article stages and extracted and synthesized their research methods, workaround classifications, and probable causes from articles meeting inclusion criteria. RESULTS Our search yielded 5221 results. After removing duplicates and applying rules, 33 results met inclusion criteria. A total of 22 articles used qualitative approaches, 10 used mixed methods, and 1 used quantitative methods. While researchers may classify workarounds differently, they generally fit 1 of 3 broad categories: omission of process steps, steps performed out of sequence, and unauthorized process steps. Each study identified probable causes, which included technology, task, organizational, patient, environmental, and usability factors. CONCLUSIONS Extensive study of nurse workarounds in acute settings highlights the gap in ambulatory care research. Despite decades of electronic health record development, poor usability remains a key concern for nurses and other members of care team. The widespread use of workarounds by the largest group of healthcare providers subverts quality health care at every level of the healthcare system. Research is needed to explore the gaps in our understanding of and identify strategies to reduce workaround behaviors.
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Affiliation(s)
- Dan Fraczkowski
- Information Services, UI Health, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Jeffrey Matson
- Department of Anesthesia, Northwestern Medicine, Northwestern Memorial Hospital, Chicago, Illinois, USA
| | - Karen Dunn Lopez
- Center for Nursing Classification & Clinical Effectiveness, College of Nursing, The University of Iowa, Iowa City, Iowa, USA
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Krawiec C, Marker C, Stetter C, Kong L, Thomas NJ. Tracking resident pre-rounding electronic health record usage. Int J Health Care Qual Assur 2019; 32:611-620. [PMID: 31018798 DOI: 10.1108/ijhcqa-06-2018-0137] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE Residents collect information from the electronic health record (EHR) to present during rounds, but this crucial process is understudied. The purpose of this paper is to examine the feasibility of utilizing an EHR embedded time-tracking software to quantify resident pre-round EHR activity and how patient acuity impacts this activity. DESIGN/METHODOLOGY/APPROACH This was a retrospective observational study that quantified resident EHR activities (total time spent, tasks performed and patient encounters accessed) during pre-rounds on their pediatric intensive care unit rotation between May 2016 and December 2016. Patient encounters were reviewed to determine resident ownership and critical care resources provided. FINDINGS Allo 21 eligible participants were included. In total, 907 patient encounters were included to evaluate patient acuity impact. EHR usage per patient encounter (median in minutes (25th, 75th percentile)) was significantly affected by the critical care resources utilized. Total EHR time: both ventilator and vasoactive support (10.54 (6.68, 17.19)); neither ventilator nor vasoactive support (8.23 (5.07, 12.72)); invasive/noninvasive ventilator support (8.74 (5.69, 13.2)); and vasoactive support (10.37 (7.72, 11.65)), p<0.001. Chart review, order entry and documentation EHR times demonstrated similar trends. PRACTICAL IMPLICATIONS Residents spend more time utilizing the EHR to collect data on patients who require significant critical care resources. This information can be useful to determine optimal resident to patient workload. Future research is required to assess this EHR tool's ability to contribute to physician workflow study. ORIGINALITY/VALUE EHR embedded time-tracking software can offer insights into resident workflow.
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Affiliation(s)
- Conrad Krawiec
- Pediatric Critical Care, Penn State Health Children's Hospital, Hershey, Pennsylvania, USA
| | - Cristin Marker
- Department of Advance User Experience Management, Cerner Corporation, Kansas City, Missouri, USA
| | - Christy Stetter
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Lan Kong
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Neal J Thomas
- Pediatric Critical Care, Penn State Health Children's Hospital, Hershey, Pennsylvania, USA
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Champion C, Kuziemsky C, Affleck E, Alvarez GG. A systems approach for modeling health information complexity. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2019. [DOI: 10.1016/j.ijinfomgt.2019.07.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Salam A, Segal DM, Abu-Helalah MA, Gutierrez ML, Joosub I, Ahmed W, Bibi R, Clarke E, Qarni AAA. The impact of work-related stress on medication errors in Eastern Region Saudi Arabia. Int J Qual Health Care 2018; 31:30-35. [DOI: 10.1093/intqhc/mzy097] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 02/12/2018] [Accepted: 04/19/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Abdul Salam
- King Abdullah International Medical Research Center—Eastern Region, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
| | - David M Segal
- Department of Health Services, College of Health Sciences, Walden University, 100 Washington Avenue South, Suite 900, Minneapolis, MN, USA
| | - Munir Ahmad Abu-Helalah
- King Abdullah International Medical Research Center—Eastern Region, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
| | - Mary Lou Gutierrez
- Department of Health Services, College of Health Sciences, Walden University, 100 Washington Avenue South, Suite 900, Minneapolis, MN, USA
- Department of Medicine, University of Tennessee Health Sciences Center, 956 Court Avenue, Coleman D222, Memphis, TN, USA
| | - Imran Joosub
- King Abdulaziz Hospital, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
| | - Wasim Ahmed
- King Abdulaziz Hospital, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
| | - Rubina Bibi
- Department of Health Services, College of Health Sciences, Walden University, 100 Washington Avenue South, Suite 900, Minneapolis, MN, USA
| | - Elizabeth Clarke
- King Abdulaziz Hospital, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
| | - Ali Ahmed Al Qarni
- King Abdullah International Medical Research Center—Eastern Region, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
- King Abdulaziz Hospital, Ministry of National Guard Health Affairs, Al-Hasa, Saudi Arabia
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