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Evidence-Based Medicine in Anesthesiology

2001· article· en· W4244323489 on OpenAlexaff
Peter J. Pronovost, Sean M. Berenholtz, Todd Dorman, William T. Merritt, Gordon Guyatt

Bibliographic record

VenueAnesthesia & Analgesia · 2001
Typearticle
Languageen
FieldDecision Sciences
TopicMeta-analysis and systematic reviews
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAnesthesiologyMedicineEvidence-based medicineFoundation (evidence)Pain medicineMEDLINEClinical PracticeMedical educationAlternative medicineMedical literatureFamily medicinePsychiatry

Abstract

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Evidence-Based Medicine All of us practice anesthesiology and medicine on the basis of evidence from our personal experience of treating patients over the years and from our personal knowledge base that includes information that can be as old as a medical school course or as recent as an article we just read. How we tackle the responsibility of evaluating the quality of this evidence and of combining the evidence with patient preferences represents the substance of the practice of medicine. The application of evidence-based medicine (EBM) principles can help us with this daunting task that challenges us daily. Although EBM principles have been applied at the anesthesia society levels, we believe that the principles and tools of EBM can be applied in our daily practice to improve the care we provide to our patients. In this review, we will provide a general overview of what EBM is, demonstrate how it can be applied to the daily practice of anesthesiology, explore its limitations, and propose strategies on how we can train residents and attending physicians in the practice of EBM. What is EBM? EBM is an approach to caring for patients that involves the explicit and judicious use of the clinical research literature combined with an understanding of pathophysiology, clinical experience, and patient preferences to aid in clinical decision making (1). The philosophical foundation for EBM lies in clinical epidemiology championed in a book by Sackett et al. (2) titled A Basic Science for Clinical Practice. This approach to patient care may improve clinical decision making by incorporating the best available scientific literature, reducing bias that occurs when medical decision making is based on unsystematic observations (when more systematic observations are available), weighing the risks and benefits of a clinical decision, and incorporating patient preferences into a risk/benefit assessment (3). EBM deemphasizes (but does not eliminate) intuition, unsystematic clinical experience, and physiologic reasoning as sufficient grounds for clinical decision making and emphasizes the systematic evaluation of evidence from clinical research (1). EBM asks us to seek the best evidence and, when randomized trials are unavailable, to fall back on observational studies; when observational studies are unavailable, it asks us to fall back on our less systematic clinical observations and on pathophysiologic reasoning. The philosophy underlying EBM suggests that a formal set of rules must complement our medical training and clinical experience to effectively apply the results of clinical research (4). In this light, EBM can be viewed as a set of tools that must be incorporated with patient values when evaluating the benefits and risks of alternative treatment decisions. The practitioner of EBM must be able to understand the patient’s situation, identify knowledge gaps, ask questions to address those gaps, conduct an efficient literature search, critically appraise the research, incorporate patient values, and apply the research to patient care (5). On the Need for Evidence-Based Anesthesiology Professional societies in anesthesiology (including the Anesthesia Patient Safety Foundation) have attempted to apply the principles of EBM to improve patient care. As a result, anesthesiologists are recognized as leaders in the development and widespread adoption of practice guidelines that may have contributed to major, sustained, widespread reductions in morbidity and mortality attributed to the administration of anesthesia (6–9). Nonetheless, it is difficult to establish a causal relationship between the activities of these organizations and improved patient outcomes. The application of EBM in our daily clinical practice remains a challenge and requires a very structured approach to clinical care. EBM provides us with the tools to find and systematically evaluate the evidence from which we make our clinical decisions. The better we understand the quality of the evidence we use to make clinical decisions, the better we will be able to judge whether the evidence should be incorporated into our practice. For example, when reviewing a preoperative electrocardiogram in a patient with left bundle branch block and atypical chest pain, it is helpful to know the sensitivity of the electrocardiogram for detecting myocardial ischemia in this setting (10). By consciously and explicitly discussing the medical decision making process, we may improve patient care (11). Because of the paucity of valid randomized clinical trials to help inform anesthesia practice, many decisions in the operating room (OR) are based on evidence from pathophysiologic reasoning or evidence obtained from studies of animals, healthy volunteers, or observational studies focusing on biologic (arterial blood pressure, heart rate, pulmonary artery occlusion pressure) or patient (mortality, morbidity, functional status) outcomes. EBM sees evidence broadly. There is always evidence; however, it is often unsystematic or physiologic. Dispersed literature sources and insufficient clinical research data enhance the need for evidence-based anesthesiology, whereas the need to make critical decisions under the pressure of time challenges the application of EBM in anesthesiology. Literature Sources The body of literature pertaining to anesthesiology is dispersed across multiple journals, including journals in general medicine, medical subspecialties, critical care, anesthesiology, pediatrics, and surgery, as well as basic science journals such as cell, shock, and circulation journals. This diversity increases the need for efficient methods to access and search relevant literature. Techniques for improving efficiency when searching the medical literature have been published (12). Many clinicians rely on alternative strategies for accessing relevant clinical literature, such as evidence summaries (for example, Intensive Care Monitor) that screen journals relevant to their particular field and summarize the information to facilitate critical appraisal. Both the breadth of knowledge required for anesthesiology and the diverse sources of clinical literature demand efficient access and evaluation of relevant literature. Need for Rapid Decisions The need to make rapid clinical decisions may complicate the application of EBM in the OR or intensive care unit (ICU). Sackett and Straus (13) explored the ability of an “evidence cart,” i.e., readily accessible texts and literature, etc., to enhance clinical decision making. This work was partly driven by the concern that EBM, though attractive in theory, may be limited in application simply because of the time and effort required to systematically appraise the literature before a decision is made. Though their study showed that making evidence quickly available to clinicians increased the extent to which evidence was sought and incorporated into patient care decisions, it was conducted on a general medical ward. In the OR and ICU, decisions are routinely made faster than on a general medical ward, and there are few data regarding whether EBM can be applied practically where rapid decisions are required. There are some data suggesting that EBM treatment and diagnostic protocols may be used effectively even in the treatment of acute processes such as acute respiratory distress syndrome (14). Without such protocols, practical applications of EBM in the OR and ICU will be limited to problems we see repeatedly. Below, we have presented a clinical scenario to demonstrate how we might apply EBM in our daily clinical practice. Clinical Scenario A 55-yr-old woman presents for a repair of an abdominal aortic aneurysm. She smoked a pack of cigarettes per day for 20 yr, but she quit 6 yr ago and walks a mile per day. She is without other medical disease. She is seen on the morning of surgery, and the anesthesiologist explains the risks of the procedure and anesthesia to the patient. When the risk of perioperative blood transfusion is explained, the patient asks how it would be decided if she were to receive blood. The patient has never received a blood transfusion and would like to avoid this if at all possible. How might the physician proceed? Pathophysiologic Reasoning The resident anesthesiologist explains that she will transfuse the patient to maintain a hemoglobin of 9.0 g/dL to decrease the risk of perioperative morbidity. The resident explains that the stress of surgery increases myocardial oxygen demand and decreases myocardial oxygen supply, thus creating a risk for myocardial ischemia. In addition, the anesthesiologist explains that most patients having abdominal aortic surgery have coronary artery disease that further increases the risk of perioperative cardiac morbidity and mortality. The patient accepts this explanation and proceeds with the surgery. EBM Reasoning The attending physician for the case would like to know if the transfusion trigger of 9 g/dL is based on clinical research. She proceeds to the computer in the recovery room and, by using Best Evidence, a database of clinical trials that has been screened for quality and is available on our hospital network, enters the key words transfusion, critical illness, and allogeneic, and she downloads an article about transfusion in critically ill patients (15). After reading the article, she asks herself three questions: 1. Is the evidence from this randomized trial valid? 2. If valid, is the evidence important? 3. If valid and important, can I apply this evidence in caring for my patient? To assist with answering these questions, she uses the EBM worksheet for evaluating a study about a therapy (http://cebm.jr2.ox.ac.uk), which is described in Figure 1.Figure 1: Completed therapy worksheet.Back to the Scenario The attending physician tells the resident that she would not transfuse the patient until her hemoglobin decreased to <7 g/dL, because transfusion to a higher hemoglobin is not associated with reduced mortality and transfusions have risks that the patient is concerned about. The attending physician states that this study evaluated critically ill patients in an ICU and may not apply to patients in the OR. The resident asks whether patients in the OR are sufficiently like critically ill patients in an ICU so the results might apply. After some discussion, the attending physician agrees and asks the resident if she could present this information at the weekly case conference. The resident accepts the offer and wants to introduce EBM to the case conference. She organizes her findings into a critically appraised topic. An example of this one-page summary of the evidence supporting a clinical research question is presented in Figure 2. The clinical director of the department is in the audience and likes this evidence-based approach. He creates a task force (that includes the resident) to develop an evidence-based guideline for transfusion practices using the critically appraised topic and other existing evidence-based summaries, such as the ASA practice guidelines (http://www.asahq.org).Figure 2: Critically appraised topic (CAT).How Might We Apply EBM in Anesthesiology? The practice of EBM can supplement our current daily clinical practice, in our journal clubs and case conferences, and in our teaching and role modeling (1). In our daily practice, we can train residents and new faculty how to critically appraise the literature, providing access to computerized literature searches and incorporating the literature into our work. Anesthesiologists can change their journal clubs and case conferences from unsystematic reviews to case-based critical reviews that focus on a clinical problem and critically appraise the literature to address that problem. Applying the Results of Clinical Trials to Our Daily Practice When critically appraising an article about therapy, readers must decide whether the results of a clinical trial apply to their patient or whether their patient is so different that the study results would not apply. In most cases, the results may be applied with a quantitative difference (one of degree), rather than a qualitative difference, i.e., a different conclusion would be reached for the applicability to the individual patient (16,17). Most clinical trials are efficacy studies in that they evaluate how something works in an artificial world that controls multiple variables. Although this control is necessary to maintain the internal validity of the study, it may limit our ability to apply the results of the clinical trial to a population of patients outside the trial. However, effectiveness studies evaluate how a treatment works in the real world; have less internal validity, i.e., ability to make an inference without random or systematic error; and have increased generalizability, or external validity. This difference between efficacy studies and effectiveness studies and the potential problem of assuming applicability of results of a randomized clinical trial to a population of patients is illustrated in the carotid endarterectomy story. The Asymptomatic Carotid Atherosclerosis Study found that the 30-day mortality for asymptomatic patients having carotid endarterectomy was 1 in 1000 (18). Coincident with the publication of this trial, there was a significant increase in the rate of this operation between 1989 and 1995 (19). However, an effectiveness study of Medicare patients revealed that the mortality for asymptomatic patients having a carotid endarterectomy was 1 in 100, 10 times more than in the clinical trial (20). This difference in mortality is likely caused by the strict entry criteria for the clinical trial, because patients with comorbid diseases, patients over 79 yr old, and hospitals and surgeons with poor outcomes were excluded from the clinical trial. The carotid endarterectomy story demonstrates the need for effectiveness studies to ensure that results achieved in randomized trials are being achieved in regular clinical practice. When deciding whether the results of a study on therapy apply to your patient, you must explicitly consider the risks and benefits for the patient. In procedure-oriented specialties such as anesthesiology, the skill of the provider and hospital-level factors may affect risk and should be considered in the risk/benefit analysis (21). For example, if a clinical trial demonstrated that regional anesthesia for patients having carotid endarterectomy is associated with reduced mortality, but the anesthesiologist is not comfortable with regional anesthesia, he or she may elect to do general anesthesia because the risks of an unskilled provider performing regional anesthesia may outweigh the potential benefits of improved patient outcomes with regional anesthesia. What Are the Requirements for the Practice of EBM? All the traditional medical skills are required for the practice of EBM. Clinicians must have a sound understanding of pathophysiology to evaluate the ability to apply clinical research findings to a particular patient and to help inform clinical practice in the absence of clinical studies. In general, current training in anesthesiology places more emphasis on teaching pathophysiologic reasoning and less emphasis on teaching systematic evaluation of the literature. In addition, the evidence-based clinician, like all clinicians, must be sensitive to the patient’s values. The practice of EBM is a systematic process that will require physicians to learn new skills. Requirements for the New System 1. We need to be able to define a clinical question that includes a patient population, intervention, and outcome. Clinical experience and background knowledge of the disease are required to make a diagnosis and to define the relevant treatment options and outcomes. 2. We need to train residents and new faculty in efficiently searching the literature (12). Most medical libraries can provide this training. In addition, we can hold workshops at national meetings to teach EBM to a broad audience. 3. We need efficient means of providing access to scientific literature. Many decisions in anesthesiology need to be made rapidly, and we must be able to access literature without hindering patient care. The growth of on-line computer access to full-text journals and other evidence-based resources will facilitate this. Nonetheless, we must be careful not to compromise vigilance while providing patient care. 4. We need to be able to critically appraise the available literature. Traditional undergraduate and graduate medical training generally does not provide physicians with these skills. 5. We need to increase clinical research to provide additional evidence for clinical practice. Most of what we do in medicine is not supported in science (22,23), and EBM can help identify in need of clinical research. We need to be able to decide whether we can apply research evidence to our patients. Clinical experience is critical for this. Clinicians must judge the extent to which in the of or patient may affect of benefits and risk that from the published literature (4). clinicians must decide if all of the outcomes were if patient was sufficiently and if the study the therapy with the most used We must understand how the patient’s values affect the of the and of the available treatment options and the ability to the patient in decision making (5). We need and a broad to help us understand the patient’s in the of or her experience, and (5). Although clinical experience is necessary to provide these further research is on the process of patient values and incorporating into clinical decision making. the Practice of EBM Patient literature suggests that the practice of EBM does improve patient care. the yr, and valid knowledge from randomized clinical trials about that are associated with improved outcomes has the basis for medical practice this a remains between what the evidence and what is and significant effort is physicians the evidence into practice A systematic of strategies suggests that often used in traditional medical are generally at physician However, case-based methods are more at physician Nonetheless, there is evidence from randomized clinical trials that the practice of EBM is associated with improved patient outcomes. a study would need to significant including and (3). As a result, it would be and difficult to and it would likely significant If such a study were would it be to scientific evidence in the control There is evidence from effectiveness studies that patients receive evidence-based have better outcomes than those do For example, myocardial patients are and have less mortality than those patients not these In addition, internal medicine residents in EBM are more likely to practice to evidence-based practice guidelines than those not in EBM the use of computerized decision can change physician and improve patient We are not of an anesthesiology training that has an EBM and there are such data for anesthesiology. Although there is biologic that incorporating the best available scientific evidence and patient preferences into patient care will likely improve there are data that EBM will improve the clinical practice of anesthesiology. What is the of EBM? Although the believe it would be to incorporate EBM into anesthesia practice, the potential of in EBM must be The practice of EBM will require in so that physicians can access the This will likely decrease in other and may affect a training or In addition, training residents in the practice of EBM may decrease the time available for Although are not at physician they provide residents with the background information they need to practice anesthesiology. We are not suggesting we would that case-based supplement This may residents to new knowledge to patient care, improving their clinical decision making. of EBM is that evidence may be viewed as rather than are medical practice, these guidelines require and to incorporate new literature. the of many guidelines do not have the resources to such a The use of guidelines may be associated with decreased quality of care with the use of more recent As it is that anesthesiologists have the ability to guidelines and the medical literature to whether the guideline is valid and What Are to Practice EBM? The challenge for us is to existing knowledge into practice as well as new knowledge about practice that is not supported by EBM can help us by existing knowledge with systematic reviews and evidence-based clinical and by clinical decisions that are not supported by clinical research, thus research Anesthesiology has been a in practice and is well to evidence into practice. Nonetheless, we generally do a poor of research into practice, and this results in increased morbidity and mortality For example, it is that in the in from a to receive acute myocardial that physicians have of current literature, and that reviews found in and some journals have a in and that they to we need systematic summaries of research to help clinical decision making such of systematic that a quantitative summary of the evidence is that are being and have well described methods for their conduct the and a of systematic reviews of randomized trials of in care from the world For example, this database a of the outcomes of patients having carotid endarterectomy under anesthesia general anesthesia. reviews are a very efficient means of evaluating a clinical The of systematic reviews pertaining to anesthesiology is and the has an anesthesiology work to conduct systematic reviews that are relevant to anesthesiology In addition, the to the medical literature in provides on how to use a of including studies on therapy, and as well as systematic decision and practice many medical societies are to evaluate and the literature, to evidence-based principles and of into evidence-based practice guidelines or clinical The guidelines by the ASA on preoperative and blood therapy are of using an evidence-based approach to guideline development to EBM EBM asks us to incorporate valid scientific literature into our practice without significant data and tells us that such an approach patient outcomes. The practice of EBM time and may from other it is to on some to the practice of EBM. A recent of to EBM demonstrates the of practice that do not to incorporate valid scientific evidence into practice In the absence of scientific literature to clinical decision such as clinical decision making. traditional medicine uses the of scientific evidence of efficacy as a alternative of medicine. By making the clinical decision making process and science we may avoid with EBM may help our critical skills and thus improve the we practice, and conduct research. EBM will need to supplement rather than for other to patient care and teaching EBM may better incorporate values into clinical decision and this may be in anesthesiology, where we are in need of valid evidence about clinical such as preoperative and By incorporating valid scientific evidence and values into clinical decision we may improve patient outcomes. of internal medicine, the literature suggesting that the practice of EBM outcomes is though studies to critically evaluate the practice of EBM in anesthesiology and critical care would be

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.091
metaresearch head score (Gemma)0.019
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesMetaresearch, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.113
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0910.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0010.004
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0030.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0290.006

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.679
GPT teacher head0.491
Teacher spread0.188 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations30
Published2001
Admission routes1
Has abstractyes

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