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Nydahl P, Liu K, Bellelli G, Benbenishty J, van den Boogaard M, Caplan G, Chung CR, Elhadi M, Gurjar M, Heras-La Calle G, Hoffmann M, Jeitziner MM, Krewulak K, Mailhot T, Morandi A, Nawa RK, Oh ES, Collet MO, Paulino MC, Lindroth H, von Haken R. A world-wide study on delirium assessments and presence of protocols. Age Ageing 2024; 53:afae129. [PMID: 38952186 DOI: 10.1093/ageing/afae129] [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: 12/22/2023] [Revised: 03/26/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND Delirium is a common complication of older people in hospitals, rehabilitation and long-term facilities. OBJECTIVE To assess the worldwide use of validated delirium assessment tools and the presence of delirium management protocols. DESIGN Secondary analysis of a worldwide one-day point prevalence study on World Delirium Awareness Day, 15 March 2023. SETTING Cross-sectional online survey including hospitals, rehabilitation and long-term facilities. METHODS Participating clinicians reported data on delirium, the presence of protocols, delirium assessments, delirium-awareness interventions, non-pharmacological and pharmacological interventions, and ward/unit-specific barriers. RESULTS Data from 44 countries, 1664 wards/units and 36 048 patients were analysed. Validated delirium assessments were used in 66.7% (n = 1110) of wards/units, 18.6% (n = 310) used personal judgement or no assessment, and 10% (n = 166) used other assessment methods. A delirium management protocol was reported in 66.8% (n = 1094) of wards/units. The presence of protocols for delirium management varied across continents, ranging from 21.6% (on 21/97 wards/units) in Africa to 90.4% (235/260) in Australia, similar to the use of validated delirium assessments with 29.6% (29/98) in Africa to 93.5% (116/124) in North America. Wards/units with a delirium management protocol [n = 1094/1664, 66.8%] were more likely to use a validated delirium test than those without a protocol [odds ratio 6.97 (95% confidence interval 5.289-9.185)]. The presence of a delirium protocol increased the chances for valid delirium assessment and, likely, evidence-based interventions. CONCLUSION Wards/units that reported the presence of delirium management protocols had a higher probability of using validated delirium assessments tools to assess for delirium.
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Affiliation(s)
- Peter Nydahl
- Nursing Research, University Hospital Schleswig-Holstein, Arnold-Heller-Str. 3, 24105 Kiel, Germany
- Institute of Nursing Science and Development, Paracelsus Medical University, Strubergasse 21, 5020 Salzburg, Austria
| | - Keibun Liu
- Critical Care Research Group, The Prince Charles Hospital, 627 Rode Rd, Chermside QLD 4032, Australia
- Institute for Molecular Bioscience (IMB), The University of Queensland, 306 Carmody Rd, St Lucia QLD, 4067, Queensland, Australia
- Non-Profit Organization ICU Collaboration Network (ICON), 2-15-13 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Giuseppe Bellelli
- School of Medicine and Surgery, Milano-Bicocca University, Piazza dell'Ateneo Nuovo, 1, 20126 Milano, Italy
- Acute Geriatric Unit, IRCCS San Gerardo Foundation, Via Pergolesi 33, 20900 Monza, Italy
| | - Julie Benbenishty
- Hebrew University Faculty of Medicine School of Nursing, PO Box 12272, Jerusalem 91120, Israel
| | - Mark van den Boogaard
- Department Intensive Care, Radboud University Medical Center, 10 Geert Grooteplein Zuid, 6525 GA, Nijmegen, The Netherlands
| | - Gideon Caplan
- Department of Geriatric Medicine, Prince of Wales Hospital Sydney, 320-346 Barker St, Randwick NSW 2031, Sydney, Australia
- University of New South Wales, Gate 9, High St, The Chancellery Kensington, 2052, NSW Sydney, Australia
| | - Chi Ryang Chung
- Department of Critical Care Medicine and Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro Gangnam-gu. Seoul, Korea 06351, South Korea
| | - Muhammed Elhadi
- Faculty of Medicine, University of Tripoli, University Road, Al-Furnaje Tripoli, PO Box 13932, Tripoli, Libya
| | - Mohan Gurjar
- Department of Critical Care Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences (SGPGIMS), Rae Bareli Road, Lucknow-226014, Uttar Pradesh, India
| | - Gabi Heras-La Calle
- Director of the International Research Project for the Humanization of Intensive Care Units (Proyecto HU-CI), Madrid, Spain
- Intensive Care Unit, Hospital Universitario de Jaén, Av. del Ejército Español, 10, 23007 Jaén, Spain
| | - Magdalena Hoffmann
- Research Unit for Safety and Sustainability in Healthcare, c/o Division of Plastic, Aesthetic and Reconstructive Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 5, 8036 Graz, Austria
| | - Marie-Madlen Jeitziner
- Department of Intensive Care Medicine, University Hospital, Freiburgstrasse 18, 3010 Bern, Switzerland
- Inselspital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland
- Institute of Nursing Science (INS), Department of Public Health (DPH), Faculty of Medicine, University of Basel, Petersplatz 1, Postfach, 4001 Basel, Switzerland
| | - Karla Krewulak
- Department of Critical Care Medicine, Alberta Health Services and University of Calgary, 3330 Hospital Drive NW Calgary, Alberta, T2N 4N1, Canada
| | - Tanya Mailhot
- Montreal Heart Institute Research Center, Faculty of Nursing, Université de Montréal, 680 Sherbrooke West, Montreal QC, H3A 2M7, Canada
| | - Alessandro Morandi
- Intermediate Care and Rehabilitation, Azienda Speciale Cremona Solidale, Via Brescia 207, 26100 Cremona, Italy
- Parc Sanitari Per Vergili, Val d'Hebron Institute of Research, Passeig de la Vall d'Hebron, 119-129, 08035 Barcelona, Spain
| | - Ricardo Kenji Nawa
- Hospital Israelita Albert Einstein, Av. Albert Einstein, 627, São Paulo, SP 05652-900, Brazil
| | - Esther S Oh
- Departments of Medicine, Psychiatry and Behavioral Sciences, and Pathology, Johns Hopkins University School of Medicine, 733 N. Broadway, MD 21205 Baltimore, ML, USA
| | - Marie O Collet
- Department of Intensive Care, Copenhagen University Hospital-Rigshospitalet, and Department of Clinical Medicine, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Maria Carolina Paulino
- Department of Intensive Care, Hospital da Luz Lisboa, 1150-082 Lisbon, Portugal
- NOVA Medical School, New University of Lisbon, 1150-199 Lisbon, Portugal
- Department of Intensive Care, Hospital de São Francisco Xavier, CHLO, 1500-650 Lisbon, Portugal
| | - Heidi Lindroth
- Division of Nursing Research, Department of Nursing, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
- Center for Aging Research, Regenstrief Institute, School of Medicine, Indiana University, 1101 W 10th St, Indianapolis, IN 46202, USA
| | - Rebecca von Haken
- Department of Anesthesiology, University Hospital Mannheim, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
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2
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Alaterre C, Fazilleau C, Cayot-Constantin S, Chanques G, Kacer S, Constantin JM, James A. Monitoring delirium in the intensive care unit: Diagnostic accuracy of the CAM-ICU tool when performed by certified nursing assistants - A prospective multicenter study. Intensive Crit Care Nurs 2023; 79:103487. [PMID: 37451087 DOI: 10.1016/j.iccn.2023.103487] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 06/05/2023] [Accepted: 07/02/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Monitoring delirium in critically ill patients is recognized as a major challenge. Although involving certified nursing assistants could be a valuable help in this field, such strategy has never been formally investigated. OBJECTIVES Following theoretical training, we conducted a prospective multicenter study assessing the diagnostic accuracy of a CAM-ICU delirium screening strategy performed by CNAs in clinical settings, compared to parallel blinded evaluations conducted by nurses and physicians. METHODS From October 2020 to June 2022, adult intensive care patients admitted in three French University teaching hospitals with Richmond Agitation Sedation Scale ≥-2 were independently assessed for delirium by the three members of the care team (clinical nursing assistant, nurse and physician) using CAM-ICU in a random order. Physician's assessment served as the reference standard for comparisons. RESULTS We analyzed results from 268 triplets of CAM-ICU assessments performed sequentially on 203 patients. Prevalence of delirium was 22%. Compared to physician's assessments, clinical nursing assistants demonstrated a sensitivity (Se) of 88% CI95% [80-96] and a specificity (Sp) of 95% [92-98] in detecting delirium. There was no significant difference in the performance of clinical nursing assistants and nurses (Se = 90 % [82-97] p = 0.77, Sp = 98 % [95-100] p = 0.19). We observed high agreement between results obtained by physicians and clinical nursing assistants (ĸ = 0.82) and clinical nursing assistants performance remained consistent in the subgroups at higher risk of delirium. CONCLUSION Evaluation of the CAM-ICU by clinical nursing assistants is feasible and should be seen as an opportunity to increase routine monitoring of delirium in intensive care patients. IMPLICATION FOR CLINICAL PRACTICE Delirium is a severe and underestimated complication of intensive care unit stay. This study results demonstrate the great performance of trained clinical nursing assistants in detecting delirium using the CAM-ICU. Further research is needed to define the most effective role for clinical nursing assistants in the routine management of delirium in intensive care patients.
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Affiliation(s)
- Camille Alaterre
- Sorbonne Université, GRC 29, AP-HP, DMU DREAM, Hôpital Pitié-Salpetrière, Department of Anesthesiology, Critical Care and Perioperative Medicine, Paris, France.
| | - Claire Fazilleau
- Sorbonne Université, GRC 29, AP-HP, DMU DREAM, Hôpital Pitié-Salpetrière, Department of Anesthesiology, Critical Care and Perioperative Medicine, Paris, France
| | - Sophie Cayot-Constantin
- Department of Perioperative Medicine, Adult Intensive Care Unit, University Hospital of Clermont-Ferrand, 63000 Clermont-Ferrand, France
| | - Gerald Chanques
- Department of Anaesthesia & Critical Care Medicine, Saint Eloi Montpellier University Hospital, PhyMedExp, University of Montpellier, INSERM, CNRS, Montpellier, France
| | - Samia Kacer
- Sorbonne Université, GRC 29, AP-HP, DMU DREAM, Hôpital Pitié-Salpetrière, Department of Anesthesiology, Critical Care and Perioperative Medicine, Paris, France
| | - Jean-Michel Constantin
- Sorbonne Université, GRC 29, AP-HP, DMU DREAM, Hôpital Pitié-Salpetrière, Department of Anesthesiology, Critical Care and Perioperative Medicine, Paris, France
| | - Arthur James
- Sorbonne Université, GRC 29, AP-HP, DMU DREAM, Hôpital Pitié-Salpetrière, Department of Anesthesiology, Critical Care and Perioperative Medicine, Paris, France
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Jordan J, Tume L, Clarke M, McAuley D, McDowell C, McIlmurray L, Morris K, Peters M, Walsh T, Blackwood B. Delivery of a novel intervention to facilitate liberation from mechanical ventilation in paediatric intensive care: A process evaluation. PLoS One 2023; 18:e0293063. [PMID: 38011103 PMCID: PMC10681213 DOI: 10.1371/journal.pone.0293063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/04/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Prolonged mechanical ventilation increases the risk of mortality and morbidity. Optimising sedation and early testing for possible liberation from invasive mechanical ventilation (IMV) has been shown to reduce time on the ventilator. Alongside a multicentre trial of sedation and ventilation weaning, we conducted a mixed method process evaluation to understand how the intervention content and delivery was linked to trial outcomes. METHODS 10,495 children admitted to 18 paediatric intensive care units (ICUs) in the United Kingdom participated in a stepped-wedge, cluster randomised controlled trial, with 1955 clinical staff trained to deliver the intervention. The intervention comprised assessment and optimisation of sedation levels, and bedside screening of respiratory parameters to indicate readiness for a spontaneous breathing trial prior to liberation from ventilation. 193 clinical staff were interviewed towards the end of the trial. Interview data were thematically analysed, and quantitative adherence data were analysed using descriptive statistics. RESULTS The intervention led to a reduced duration of IMV (adjusted median difference- 7.1 hours, 95% CI -9.6 to -5.3, p = 0.01). Overall intervention adherence was 75% (range 59-85%). Ease and flexibility of the intervention promoted it use; designated responsibilities, explicit pathways of decision-making and a shared language for communication fostered proactivity and consistency towards extubation. Delivery of the intervention was hindered by established hospital and unit organisational and patient care routines, clinician preference and absence of clinical leadership. CONCLUSIONS The SANDWICH trial showed a significant, although small, reduction in duration of IMV. Findings suggest that greater direction in decision-making pathways, robust embedment of new practice in unit routine, and capitalising on the skills of Advanced Nurse Practitioners and physiotherapists would have contributed to greater intervention effect. TRIAL REGISTRATION isrctn.org Identifier: ISRCTN16998143.
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Affiliation(s)
- Joanne Jordan
- School of Health, Wellbeing and Social Care, Open University, Milton Keynes, England
| | - Lyvonne Tume
- Faculty of Heath, Social Care & Medicine, Edge Hill University, Ormskirk, England
- PICU, Alder Hey Children’s NHS Trust, Liverpool, England
| | - Mike Clarke
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, Northern Ireland
| | - Danny McAuley
- Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, Northern Ireland
| | - Cliona McDowell
- Northern Ireland Clinical Trials Unit, Royal Hospitals, Belfast, Northern Ireland
| | - Lisa McIlmurray
- Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, Northern Ireland
| | - Kevin Morris
- Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham, England
- Institute of Applied Health Research, University of Birmingham, Birmingham, England
| | - Mark Peters
- Great Ormond Street Institute of Child Health, NIHR Biomedical Research Centre, University College London, London, England
- Great Ormond Street Hospital, London, England
| | - Timothy Walsh
- Institute of Population Health Sciences, University of Edinburgh, Edinburgh, Scotland
| | - Bronagh Blackwood
- Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, Northern Ireland
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Smit L, Wiegers EJA, Trogrlic Z, Rietdijk WJR, Gommers D, Ista E, van der Jagt M. Prognostic significance of delirium subtypes in critically ill medical and surgical patients: a secondary analysis of a prospective multicenter study. J Intensive Care 2022; 10:54. [PMID: 36539913 PMCID: PMC9764534 DOI: 10.1186/s40560-022-00644-1] [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: 06/03/2022] [Accepted: 11/02/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The prognostic implication of delirium subtypes in critically ill medical and surgical patients is scarcely investigated. The objective was to determine how delirium subtypes are associated with hospital mortality and other clinical outcomes. METHODS We performed a secondary analysis on data from a prospective multicenter study aimed at implementation of delirium-oriented measures, conducted between 2012 and 2015 in The Netherlands. We included adults (≥ 18 years) admitted to the medical or surgical intensive care unit (ICU). Exclusion criteria were neurological admission diagnosis, persistent coma or ICU readmissions. Delirium was assessed using the Confusion Assessment Method-ICU or Intensive Care Delirium Screening Checklist, and delirium subtypes (hypoactive, hyperactive, or mixed) were classified using the Richmond Agitation-Sedation Scale. The main outcome was hospital mortality. Secondary outcomes were ICU mortality, ICU length of stay, coma, mechanical ventilation, and use of antipsychotics, sedatives, benzodiazepines and opioids. RESULTS Delirium occurred in 381 (24.4%) of 1564 patients (52.5% hypoactive, 39.1% mixed, 7.3% hyperactive). After case-mix adjustment, patients with mixed delirium had higher hospital mortality than non-delirious patients (OR 3.09, 95%CI 1.79-5.33, p = 0.001), whereas hypoactive patients did not (OR 1.34, 95%CI 0.71-2.55, p = 0.37). Similar results were found for ICU mortality. Compared to non-delirious patients, both subtypes had longer ICU stay, more coma, increased mechanical ventilation frequency and duration, and received more antipsychotics, sedatives, benzodiazepines and opioids. Except for coma and benzodiazepine use, the most unfavourable outcomes were observed in patients with mixed delirium. CONCLUSIONS Patients with mixed delirium had the most unfavourable outcomes, including higher mortality, compared with no delirium. These differences argue for distinguishing delirium subtypes in clinical practice and future research. Trial registration ClinicalTrials.gov NCT01952899.
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Affiliation(s)
- Lisa Smit
- grid.5645.2000000040459992XDepartment of Intensive Care Adults, Erasmus MC, University Medical Center, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Eveline J. A. Wiegers
- grid.5645.2000000040459992XDepartment of Public Health, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Zoran Trogrlic
- grid.5645.2000000040459992XDepartment of Intensive Care Adults, Erasmus MC, University Medical Center, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Wim J. R. Rietdijk
- grid.5645.2000000040459992XDepartment of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Diederik Gommers
- grid.5645.2000000040459992XDepartment of Intensive Care Adults, Erasmus MC, University Medical Center, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Erwin Ista
- grid.416135.40000 0004 0649 0805Intensive Care Unit, Department of Pediatric Surgery, Erasmus MC-Sophia Children’s Hospital, University Medical Center, Rotterdam, The Netherlands ,grid.5645.2000000040459992XSection of Nursing Science, Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Mathieu van der Jagt
- grid.5645.2000000040459992XDepartment of Intensive Care Adults, Erasmus MC, University Medical Center, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
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Peters S, Sukumar K, Blanchard S, Ramasamy A, Malinowski J, Ginex P, Senerth E, Corremans M, Munn Z, Kredo T, Remon LP, Ngeh E, Kalman L, Alhabib S, Amer YS, Gagliardi A. Trends in guideline implementation: an updated scoping review. Implement Sci 2022; 17:50. [PMID: 35870974 PMCID: PMC9308215 DOI: 10.1186/s13012-022-01223-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 07/11/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Guidelines aim to support evidence-informed practice but are inconsistently used without implementation strategies. Our prior scoping review revealed that guideline implementation interventions were not selected and tailored based on processes known to enhance guideline uptake and impact. The purpose of this study was to update the prior scoping review. METHODS We searched MEDLINE, EMBASE, AMED, CINAHL, Scopus, and the Cochrane Database of Systematic Reviews for studies published from 2014 to January 2021 that evaluated guideline implementation interventions. We screened studies in triplicate and extracted data in duplicate. We reported study and intervention characteristics and studies that achieved impact with summary statistics. RESULTS We included 118 studies that implemented guidelines on 16 clinical topics. With regard to implementation planning, 21% of studies referred to theories or frameworks, 50% pre-identified implementation barriers, and 36% engaged stakeholders in selecting or tailoring interventions. Studies that employed frameworks (n=25) most often used the theoretical domains framework (28%) or social cognitive theory (28%). Those that pre-identified barriers (n=59) most often consulted literature (60%). Those that engaged stakeholders (n=42) most often consulted healthcare professionals (79%). Common interventions included educating professionals about guidelines (44%) and information systems/technology (41%). Most studies employed multi-faceted interventions (75%). A total of 97 (82%) studies achieved impact (improvements in one or more reported outcomes) including 10 (40% of 25) studies that employed frameworks, 28 (47.45% of 59) studies that pre-identified barriers, 22 (52.38% of 42) studies that engaged stakeholders, and 21 (70% of 30) studies that employed single interventions. CONCLUSIONS Compared to our prior review, this review found that more studies used processes to select and tailor interventions, and a wider array of types of interventions across the Mazza taxonomy. Given that most studies achieved impact, this might reinforce the need for implementation planning. However, even studies that did not plan implementation achieved impact. Similarly, even single interventions achieved impact. Thus, a future systematic review based on this data is warranted to establish if the use of frameworks, barrier identification, stakeholder engagement, and multi-faceted interventions are associated with impact. TRIAL REGISTRATION The protocol was registered with Open Science Framework ( https://osf.io/4nxpr ) and published in JBI Evidence Synthesis.
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Affiliation(s)
- Sanne Peters
- School of Health Sciences, The University of Melbourne, Melbourne, Australia
- Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | | | - Sophie Blanchard
- Department of guidelines, Haute Autorité de Santé, Paris, France
| | - Akilesh Ramasamy
- Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Karaikal Campus, Puducherry, 609602 India
| | | | - Pamela Ginex
- School of Nursing, Stony Brook University, Stony Brook, NY USA
| | - Emily Senerth
- Society for Cardiovascular Angiography and Interventions, Washington, DC USA
| | | | - Zachary Munn
- JBI, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA Australia
| | - Tamara Kredo
- Cochrane South Africa, South African Medical Research Council, Cape Town, South Africa
| | - Lucia Prieto Remon
- Aragon Health Sciences Institute (Instituto Aragonés de Ciencias de la Salud-IACS), Aragón, Spain
| | - Etienne Ngeh
- School of Health and Well Being, Sheffield Hallam University, Sheffield, UK
- Research Organisation for Health Education and Rehabilitation-Cameroon (ROHER-CAM), Bamenda, Cameroon
| | - Lisa Kalman
- Healthcare Programs, Heart Foundation of Australia, Melbourne, Australia
| | | | - Yasser Sami Amer
- Clinical Practice Guidelines and Quality Research Unit, Quality Management Department, King Saud University Medical City, Riyadh, Saudi Arabia
- Research Chair for Evidence-Based Health Care and Knowledge Translation, King Saud University, Riyadh, Saudi Arabia
- Center for Evidence-Based Clinical Practice Guidelines, Alexandria University, Alexandria, Egypt
| | - Anna Gagliardi
- University of Toronto, Toronto, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON Canada
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