Explanation of the 2011 OCEBM Levels of Evidence
The OCEBM Levels of Evidence was designed so that in addition to traditional critical appraisal, it can be used as a heuristic that clinicians and patients can use to answer clinical questions quickly and without resorting to pre-appraised sources. Heuristics are essentially rules of thumb that helps us make a decision in real environments, and are often as accurate as a more complicated decision process.
A distinguishing feature is that the Levels cover the entire range of clinical questions, in the order (from top row to bottom row) that the clinician requires. While most ranking schemes consider strength of evidence for therapeutic effects and harms, the OCEBM system allows clinicians and patients to appraise evidence for prevalence, accuracy of diagnostic tests, prognosis, therapeutic effects, rare harms, common harms, and usefulness of (early) screening.
Pre-appraised sources such as the Trip Database (1), (2), or REHAB+ (3) are useful because people who have the time and expertise to conduct systematic reviews of all the evidence design them. At the same time, clinicians, patients, and others may wish to keep some of the power over critical appraisal in their own hands.
Evidence ranking schemes have been used, and criticised, for decades (4-7), and each scheme is geared to answer different questions(8). Early evidence hierarchies(5, 6, 9) were introduced primarily to help clinicians and other researchers appraise the quality of evidence for therapeutic effects, while more recent attempts to assign levels to evidence have been designed to help systematic reviewers(8), or guideline developers(10).
While they are simple and easy to use, early hierarchies that placed randomized trials categorically above observational studies were criticized(11) for being simplistic(12). In some cases, observational studies give us the ‘best’ evidence(11). For example, there is a growing recognition that observational studies – even case-series (13) and anecdotes can sometimes provide definitive evidence(14).
More recent evidence-ranking schemes such as GRADE avoid this common objection by allowing observational studies with dramatic effects to be ‘upgraded’ (12), and trials may be ‘downgraded’ for quality and other reasons. Another advantage of the GRADE approach is that it takes other important factors such as directness, precision, and consistency when appraising quality of evidence. However, what GRADE has gained in accuracy, it may have lost in simplicity and efficiency. The GRADE system takes time to master and moreover is intended for appraising systematic reviews used in the production of guidelines.
Meanwhile, busy clinicians, who have only have a few minutes to answer a clinical question, will need a “fast and frugal” heuristic search tool to find and use the likely best evidence (15, 16).
The original CEBM Levels was first released in September 2000 for Evidence-Based On Call to make the process of finding evidence feasible and its results explicit. Busy clinicians sometimes need to make decisions quickly, sometimes in the middle of the night. One problem with many of the evidence ranking schemes at the time was that they ranked evidence for therapy and prevention, but not evidence for diagnostic tests, prognostic markers, or harm. A team led by Bob Phillips and Chris Ball, which included Dave Sackett, Doug Badenoch, Sharon Straus, Brian Haynes, and Martin Dawes therefore produced a Levels that included levels of evidence for therapy/prevention/aetiology/harm, prognosis, diagnosis, differential diagnosis, and economic and decision analyses.
While still useful as they are, in 2009 the Levels was over a decade old, and feedback over the years about the Levels led members of the OCEBM to believe it was time to review them. An international team led by Jeremy Howick (with considerable help from Olive Goddard and Mary Hodgkinson) that included Iain Chalmers, Paul Glasziou (chair), Trish Greenhalgh, Carl Heneghan, Alessandro Liberati, Ivan Moschetti, Bob Phillips, and Hazel Thornton met for 2 days in Oxford in December 2009 to discuss potential changes to the OCEBM Levels.
After brainstorming for a few hours, the group voted on what they thought required revision. The following emerged as essential to developing a revised Evidence Levels:
1. That the Levels should be designed in a way that they could be used as a search heuristic for busy clinicians and patients to use in real time in addition to serving as a hierarchy of evidence. With that in mind, they simplified the Levels in several ways. For example, levels ‘1a’, ‘1b’, and ‘1c’, in the original Levels was replaced with simply ‘1’. It was also modified to represent the natural flow of a clinical encounter (diagnosis, prognosis, treatment, benefits, harms).
2. ALL the relevant terms should be defined in an extensive glossary, and the definitions should be both technically accurate and easily understood. The glossary was compiled by Jeremy Howick with help from Hazel Thornton, Ian Chalmers, and two research assistants (Morwenna James, and Katherine Law).
3. That screening tests were sufficiently important to merit a separate entry, and that the importance of systematic reviews should be emphasized. That we should consider all relevant evidence is a fundamental tenet of the scientific method (reproducibility).
After the meeting, Jeremy Howick, Paul Glasziou, and Carl Heneghan drafted a Levels and in January Jeremy Howick sent it to the Working Group for feedback. In March and May 2011 Jeremy Howick posted it on the OCEBM website, and invited subscribers to the CEBM mailing list to comment before September 1st. Jeremy Howick also sent the documents to Gordon Guyatt, Brian Haynes, and Dave Sackett. Brian Haynes made some useful suggestions. On September 1st, Jeremy Howick collated the feedback, made some changes to the Levels, and circulated both the feedback and the revised Levels to the OCEBM Evidence Working Group.
Major changes to the 2011 OCEBM Levels
What is the same (the good things we didn't change)
1. The rows and columns are switched.
a. Each row represents a series of steps to should follow when searching for likely best evidence. The likely strongest evidence is likely to be found furthest to the left of the Levels, and each column to the right represents likely weaker evidence.
b. Each column represents the types of questions the clinician is likely to encounter in the order the clinician will encounter them. For example, the first question a clinician might want to ask is the prevalence (How common is it?). Then, they might like to know whether the diagnostic test was accurate. Next, they should wonder what would happen if they did not prescribe a therapy, and whether the likely benefits of the treatment they propose outweigh the likely harms.
2. Although busy clinicians might have to resort to individual studies, the OCEBM Levels is NOT dismissive of systematic reviews. On the contrary, systematic reviews are better at assessing strength of evidence than single studies(17, 18) and should be used if available. On the other hand clinicians or patients might have to resort to individual studies if a systematic review is unavailable. GRADE, for example, assumes that there is a systematic review and is of limited use when systematic reviews have not been conducted. The one exception to using a systematic review first is for questions of local prevalence, where a current local survey is ideal.
3. We added questions about common and rare harms, and the value of (early) screening because we felt that these were important and clinically relevant questions.
4. We omitted questions about economic and decision analysis. Although analyses are essential, we felt that further research, perhaps together with economists and policy makers, was required before pronouncing on what counts as good evidence in these areas.
5. We omitted most of the footnotes from the original Levels.
6. A new OCEBM Glossary will accompany the Levels. The new Glossary is more extensive and friendly.
7. We divided harms into ‘common’ and ‘rare’. A rule of thumb is that a common harm involves more than 20% of participants.
Justification for the 2011 OCEBM Levels
Although the 2011 OCEBM Levels is based on what type of evidence is likely to provide strongest support from both empirical (19-21)and theoretical (11, 22, 23) work. In a word, the lower the risk of confounding (bias), the further to the left the type of evidence will lie.
Empirical Investigation of OCEBM Levels
While it is difficult to assess the number of citations to the OCEBM Levels because the original document did not provide instructions for how to cite the Levels, a Google search of “Oxford CEBM Levels” yields over 10 000 results, a Google search of “OCEBM Levels” yields over 300 results, and a PubMed search of “Oxford Levels of Evidence” yields 794 results. Systematic reviewers (24-28), clinicians, and policy makers (29) have all used the OCEBM Levels to judge the strength of evidence. Instruction for citing the revised OCEBM Levels is clearer which should make tracking its use more straightforward.
Potential limitations of the 2011 OCEBM Levels
While relatively simple rules of evidence can be more reliable than more complex strategies (15, 16, 30), they are not foolproof. Certainly one can always imagine scenarios where evidence from a column further to the right – say observational studies with dramatic effects – will provide stronger evidence than something currently ranked further to the left – say a systematic review of randomized trials. For example, imagine a systematic review with that didn’t include all the relevant studies and was conducted by a potentially biased organization (31) suggested that a treatment had a positive benefit. We might stop our search in the belief that we had found sufficiently strong evidence to make a decision. However, if we continued, we might have found a recent, large, well-conducted randomized trial indicating that the same treatment had no benefit or perhaps was harmful. Which evidence do we accept?
There are two potential answers to this question. One would be to make the Levels more complex by introducing more columns. Instead of having 5 columns, we could have 10, 20, or more. In the different columns we could differentiate all the different ‘qualities’ of, say, systematic reviews of treatment benefits. For example, we might place systematic reviews of low quality randomized trials in a column to the right (likely worse evidence) than a large, high-quality randomized trial. The problem with introducing more columns is that the Levels would no longer be simple, and clinicians would not be able to usable in real time. Moreover exceptions would never altogether disappear and empirical investigations might reveal that the simpler hierarchies lead to better average decisions than more complex alternatives.
The other solution is to insist that the Levels be interpreted with a healthy dose of common sense and good judgment (13, 14, 32, 33), which brings us to the next section.
The role of expertise in using the OCEBM Levels
A problem with all hierarchies of evidence is that, psychologically and sociologically speaking, they encourage people to stop using judgment. No hierarchy or levels of evidence can be used without careful thought (34).
This does not imply, of course, that experts should ignore evidence. Indeed both in the original (35) and revised ‘Bradford Hill Guidelines’ (33), researchers are asked to consider various factors when making clinical decisions. At the same time we believe that a healthy dose of scepticism and judgement will always be required to appraise evidence and apply it to individuals in routine practice (11, 36, 37).
The strength of evidence is related to what the evidence is for(11), and good evidence for clinical decisions should answer clinically relevant questions. What the clinician, patient, or policy maker wants to know (amongst other things) is, ‘Which treatment, from among all the available alternatives, has the most favourable benefit/harm balance?’ For example, surgery may well be effective for back pain, but so may other, less risky treatments (38-40). Or consider depression. There are several selective serotonin reuptake inhibitors (SSRIs) and numerous other pharmacological antidepressants (tricyclics, monoamine oxidase inhibitors (MAOis), serotonin-norepinephrine reuptake inhibitors (SNRIs), noradrenergic and specific serotonergic antidepressants (NASSAs), norepinephrine (noradrenaline) reuptake inhibitors (NRIs), and Norepinephrinedopamine reuptake inhibitors). Then, there are many non-pharmaceutical treatments used to treat depression, including St. John’s wort, Cognitive Behaviour Therapy (CBT), exercise, and self-help. None of these treatments has demonstrated consistent superiority to others in trials (41). In order to rationally choose which therapy to use we must understand the relative benefits and harms of these different options.
With this in mind, the row in the Levels about therapeutic benefits should, ideally, be ‘Which treatment, from among all available alternatives, has the most favourable benefit/harm balance?’ The evidence to answer such a question would most probably come in Levels that included the various treatment options, together with the quality of evidence for benefits and harms. We chose not to include such a row because such evidence is, at the time of writing, rare. Fortunately, evidence comparing all available alternatives is becoming more common in the form of ‘umbrella reviews’ (42) and ‘comparative effectiveness research’ (43). We expect that the next version of the OCEBM Levels will ask clinicians to consider the relative benefits and harms of all available alternatives.
The 2011 OCEBM Levels was developed by an international group and took into account feedback from clinicians, patients, and all those on the OCEBM mailing list. It retains the spirit of the original 1998 OCEBM Levels in that it covers a range of clinical questions, it can be used to find the likely best evidence quickly, and it encourages clinicians and patients to assess evidence autonomously. The 6 main changes include reversal of the rows and columns, additional Levels for harms and screening tests, increased simplicity and an extensive glossary.
How to cite the background document
Jeremy Howick, Iain Chalmers, Paul Glasziou, Trish Greenhalgh, Carl Heneghan, Alessandro Liberati, Ivan Moschetti, Bob Phillips, and Hazel Thornton. “Explanation of the 2011 Oxford Centre for Evidence-Based Medicine (OCEBM) Levels of Evidence (Background Document)”. Oxford Centre for Evidence-Based Medicine. https://www.cebm.ox.ac.uk/resources/levels-of-evidence/explanation-of-the-2011-ocebm-levels-of-evidence/
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