See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/326517394 The guidelines challenge-Philosophy, practice, policy Article in Journal of Evaluation in Clinical Practice · July 2018 DOI: 10.1111/jep.13004 CITATIONS READS 3 338 4 authors: Rani Lill Anjum Samantha Copeland Norwegian University of Life Sciences (NMBU) Delft University of Technology 72 PUBLICATIONS 571 CITATIONS 24 PUBLICATIONS 88 CITATIONS SEE PROFILE SEE PROFILE Roger Kerry Elena Rocca University of Nottingham Norwegian University of Life Sciences (NMBU) 65 PUBLICATIONS 669 CITATIONS 24 PUBLICATIONS 128 CITATIONS SEE PROFILE Some of the authors of this publication are also working on these related projects: CauseHealth View project CauseHealth View project All content following this page was uploaded by Roger Kerry on 23 July 2018. The user has requested enhancement of the downloaded file. SEE PROFILE Received: 28 May 2018 Accepted: 11 June 2018 DOI: 10.1111/jep.13004 CONFERENCE REPORT The guidelines challenge—Philosophy, practice, policy Rani Lill Anjum PhD, Research Fellow1 | Samantha Copeland PhD, Postdoctoral Fellow2 Roger Kerry FMACP MCSP MSc PhD, Associate Professor3 | | Elena Rocca PhD, Postdoctoral Fellow2 1 Principal Investigator CauseHealth Project, Director Centre for Applied Philosophy of Science, Norwegian University of Life Sciences, Ås, Norway 2 CauseHealth Project, Centre for Applied Philosophy of Science, Norwegian University of Life Sciences, Ås, Norway 3 Division of Physiotherapy and Rehabilitation Sciences, University of Nottingham, Nottingham, UK Correspondence Samantha Copeland, PhD, Postdoctoral Fellow, CauseHealth Project, Centre for Applied Philosophy of Science, Norwegian University of Life Sciences, Postboks 5003, NMBU 1433 Ås, Norway. Email: samantha.marie.copeland@nmbu.no Funding information Research Council of Norway K E Y WO R D S causation, clinical reasoning, complexity, health care guidelines, person‐centred health care, policy 1 | I N T RO D U CT I O N emerged from these events. A review of the introductory statements from CauseHealth Principal Investigator Rani Lill Anjum can be found In Oxford, UK, on the 3rd and 4th of October 2017, the CauseHealth within this issue of this journal.1,2 During these introductory group held a conference to tackle what they called “guidelines chal- statements, Anjum laid out the guidelines challenges that CauseHealth lenges.” New approaches to evidence and medical knowledge, as well had marked as most important and urgent and how thinking of as how to use that knowledge in practice, present specific challenges causality from the perspective of dispositionalism—a key component for current evidence‐based methods for developing and implementing of the CauseHealth approach3—can frame solutions to those guidelines. Because the conference aimed to produce both theoretical challenges. In the following paper, we give a brief overview of the and practical proposals for solutions to these challenges, it was titled talks presented, along with some thoughts on theoretical and practical “The guidelines challenge—Philosophy, practice, policy,” and speakers proposals for going forward from here. from diverse disciplines and professions were invited to speak and attend. The challenges themselves arose during discussions held at past 2 | TALKS AND CENTRAL ISSUES activities with CauseHealth and the broader network of collaborators involved in that project. For instance, in Aas, Norway, in January 2016, a workshop, “N=1, Causal Reasoning and Evidence for Clinical Practice” was held, giving a platform for many speakers to raise issues regarding the translation of knowledge and evidence between popula- 2.1 | Trish Greenhalgh, Desperately seeking personalization: how evidence‐based guidelines sometimes produce non‐evidence‐based care tions, clinical guidelines, and individual, person‐based care. Bringing Trish Greenhalgh, a general practitioner and professor of primary these broader questions to bear on the issue of guidelines specifically health at Oxford University, gave the opening keynote of the confer- was the task of a workshop held in London later that year, “Thinking ence. Greenhalgh shared her experience as a patient to deliver a fasci- about Guidelines.” To that workshop, CauseHealth invited speakers nating insight into the operationalization of evidence‐based guidelines from philosophy and diverse fields of medical practice to assess what in typical clinical decision making. Paradoxically, Greenhalgh suggested the key questions facing guidelines developers and those who use that the use of evidence‐based guidelines sometimes produced non‐ them might be and what philosophy could offer in the efforts to evidence‐based care. The talk struck a chord that would play through resolve them. The themes for the “Guidelines Challenge” conference the rest of the conference, that the problem of translating data from J Eval Clin Pract. 2018;1–7. wileyonlinelibrary.com/journal/jep © 2018 John Wiley & Sons, Ltd. 1 2 ANJUM ET AL. populations to individuals is far from resolved. Greenhalgh appealed to of evidence relevant to clinical practice, and not the other way around. her ongoing campaign for real evidence‐based medicine to raise con- This was also addressed by the next keynote, who offered an alterna- cerns that evidence derived from population data should be contextu- tive approach to guidelines developers working within the EBM alized within the individual clinical situation. This is different from framework. personalized medicine, which is focussed but limited in its application. Rather, “real” EBM relies on the other features of clinical practice, such as communication, expert judgement, shared decision making, and multiple sources of evidence. Again, paradoxically, “real” evidence‐ based medicine relies on the factors that have typically been 2.3 | Mike Kelly, Empiricism, reductionism, linearity and value neutrality in guideline development: a realist alternative deemphasized by the advent and development of the EBM movement. Professor Mike Kelly, of the Department of Public Health and Primary An interesting conclusion Greenhalgh presented was that perhaps if Care at Cambridge, delivered the second keynote. Kelly pointed out we practice individualized and patient‐focussed “real” evidence‐based that the EBM ideal of causality we find in the RCT, for instance, is very medicine, in many cases, we do not need “more evidence.” Uncer- different from the kind of causality we see in the social sciences, as tainty is inherent in clinical practice and to perform more controlled they try to understand human behaviour. Kelly revisited the traditional trials, in an attempt to reduce that uncertainty, will not improve clinical problems with establishing causal associations and external validity decision making. Greenhalgh signed‐off her talk with the suggestion and spoke of how EBM tried to deal with these, with some but limited that returning to traditional clinical method and adopting a less com- success.6 As a way towards resolution for many of the limitations of prehensive use of EBM will lead the way towards best clinical EBM, Kelly proposed a better consideration of mechanisms and mech- practice.4 anistic science.7,8 He reinforced previous suggestions that scientific The keynote led directly into the first thematic session, “Challenges in Development—Integrating Knowledge through Collaboration.” data are not value‐neutral, and that other factors (social values, theory, clinical judgement, expert opinion, experience, observation, etc) also play important roles in the development and implementation of EBM. In conclusion, Kelly stated that the way interventions work in 2.2 | Beth Shaw and Sietse Wieringa, Appraising and including different knowledge in guidelines different sectors of the population is not well understood. This remains a fundamental problem, especially for those working to apply the principles of EBM and public health. To highlight this, Kelly reiter- Beth Shaw, a guidelines developer with NICE in the United Kingdom, ated that knowing the cause (in a linear, regularities sense) of a disease and Sietse Wieringa, a general practitioner and scholar at Oxford and does nothing to help understand how to prevent that disease.9 There the University of Oslo, are members of the Guidelines International is a traditional focus on “what” questions in EBM, and not enough on Network (GIN) AID Knowledge Working Group. Their talk focussed the “hows,” and this is a fatal flaw. on appraising and including different types of knowledge in clinical In both talks and discussions throughout the conference, this idea guideline development. Following a brief history of guideline arose: More focus needs to be placed on how interventions work and development, and a summary of the group's purpose,5 Shaw and less on what interventions are, statistically speaking, effective. Other Wieringa discussed the inclusion of multiple sources of evidence in speakers chose to emphasize these as epistemic issues as well, contemporary evidence‐based guideline development. There was questioning the concepts in play when we talk about “evidence” in explicit acknowledgement that this was a difficult and inconsistent relation to medicine. In this vein, the theme of “The Challenge of process. Scientific values are often balanced against social values, Implicit Knowledge” was taken on by two groups of speakers. The first with an awareness of the complexity and uncertainty of clinical pair tackled the role that implicit knowledge plays in how we conceive decision making. But what is not yet known is exactly how clinicians and define what counts as evidence when developing guidelines. make the inferences they do: the interaction between experience, tacit knowledge, and evidence from research remains within a black box. What we do know is that there are more kinds of reasoning being used than frequentist reasoning, so guidelines developers 2.4 | Elizabeth Matovinovic, Cathedral and bazaar: GRADE as a scaffold for implicit knowledge need to consider a broader range of evidence than from randomized Elizabeth Matovinovic is a consultant epidemiologist, a member of controlled trials, or RCTs. Understanding how these inferences are GIN, and leads the Philosophy of GRADE project group. She began made and how different kinds of knowledge interact is important with Greenhalgh's cathedral and bazaar analogy, using it to compare if guidelines are to support such clinical decisions, Shaw and the world of rational choices (the cathedral) with the implicit judge- Wieringa argued. ment of the logic of care (the bazaar). Matovinovic presented the These first two talks pointed to the variety of evidence that could GRADE Guideline Development Framework to show how guidelines be useful to clinicians and, therefore, should be considered within could explicitly map the complexities witnessed in the bazaar, if they evidence‐based guidelines. The question remains whether it is possi- considered the up and down grading of evidence based on risk of bias ble to incorporate all relevant types of evidence into a guideline, how- and balanced benefits and harms. Further, GRADE is only relevant for ever. Perhaps, guidelines cannot accommodate all aspects of practice clinical decisions that require the formal assessment of best evidence. but rather provide only a partial guide for clinicians. A returning theme Some strong recommendations and most good practice statements at the conference was that EBM needs to adapt to the multiple types should not be “GRADEd” because certainty and high confidence are ANJUM 3 ET AL. already implicit without requiring formal research. Where GRADE will work), arguing that attempts to make mechanisms all‐inclusive and makes weak recommendations, Matovinovic argued, these serve as thus safely generalizable, make them so “large” that they become explicit scaffolding that helps reduce the implicit persuasion that impossible to manage.11 This assumption, she suggested, comes from occurs during shared decision making. In her conclusion, Matovinovic equivocating evidence from mechanisms to an ideal kind of evidence. stressed that the understanding and progress of EBM is influenced One possible source of this high ideal is the claim that an RCT can by the unresolved epistemological discourse surrounding the nature consider all confounders. Not only is this a potentially suspect claim, of evidence. but even if it were not, mechanisms should be assessed according to their own standards. Wieten concluded by saying that philosophy 2.5 | Karin Engebretsen, Suffering without a medical diagnosis can help stipulate the scope of mechanisms by looking to how many factors are needed, which might be specific to what they are being used as evidence for. A Gestalt psychotherapist and PhD student at the University of Oslo, Karin Engebretsen delivered a commentary on medically unexplained symptoms, presenting her findings from her existential phenomenology research investigating the lifeworlds of a number of sufferers of 2.7 | Elena Rocca, Guidelines and evidence of mechanism: looking for a missing link “burnout.” In the failure of evidence‐based medicine to provide a Elena Rocca, pharmacist and member of the CauseHealth project meaningful explanation and diagnosis, patients are left “naked in the team, highlighted that by “causal mechanism,” one can mean two eye of the public.” Engebretsen called for a new framework for different things. The first is a generalized model of mechanism, which genuine person‐centred health care. In this new paradigm, scientific has to satisfy the requirements of reproducibility, regularity, and evidence might include patient‐based evidence where the person is confirmation, and is typically the aim of scientific research. The second understood as an agent who is in constant interaction with his or is the mechanism in situ, which is the single process that is happening her environment, aware of phenomena such as the experience of in the specific patient, and is investigated during the clinical encounter. bodily sensations in response to internal and external interacting While guidelines have so far mainly focused on the information flow factors. Additionally, she made an appeal that our medical model from scientific research to the clinical encounter, Rocca urges that requires a rethink, specifically that the positivist approach to health the opposite direction of information flow also needs improvement. is no more scientific than a phenomenological one.10 How can the investigation of the mechanism in situ contribute to Thus, the speakers in the second session raised the issue of the understanding of a generalized model of mechanism? Guidelines implicit knowledge from the perspectives of guidelines developers, can help by building a culture in which the clinician is not only a user practitioners, and patients. GRADE, the go‐to resource for guidelines of the best available evidence but actively contributes to making this developers in search of a standard methodology, has recently had to evidence better. In such a culture, clinicians take responsibility for make space for certainty that cannot be made explicit, but nonetheless the communication of details from the clinical encounter, especially grounds confident claims about effectiveness. Patients need with patients that are seen as “outliers” in respect to the statistical approaches that take into consideration the implicit aspects of their majority. Such information is otherwise lost in population studies or condition, particularly in cases of medically unexplained symptoms. via experimental isolation.12 And, in an echo of comments made above, practitioners need The final session of day one was the first of two sessions on the guidelines that do not neglect relevant types of evidence in favour theme of “Challenges in Practice” and considered the idea of “Keeping of being “scientific” in an exclusionary sense. the Person Whole.” This challenge is particularly important for the As Kelly noted in his talk, summarized above, one kind of evidence CauseHealth project, which has worked towards reconciling how we that is frequently neglected is evidence of mechanisms. This raises the think about causality in general with how we treat individual patients. question of how and when to incorporate evidence of mechanisms CauseHealth has found, through its work with both philosophers and into guidelines specifically, giving the theme for the third session, practitioners, that the first step in applying causal knowledge must “The Evidence Challenge—Working with Mechanisms.” be to address the person as a whole. The two last speakers on the first day of the conference, therefore, spoke of how this can be done—and 2.6 | Sarah Wieten, Manageable mechanisms: how confounders make amalgamation difficult Supported by the Departments of Philosophy at Durham University and Indiana University of Pennsylvania, Sarah Wieten presented an why it must be done—in clinical practice. 2.8 | Anna Luise Kirkengen, From wholes to fragments to wholes—is something lost in translation? argument on how confounders make understanding a complete mech- Professor in General Practice, Anna Luise Kirkengen, from the Norwe- anism difficult. For instance, we know that sulphur on a struck match gian University of Science and Technology, looked at the translation will light—unless it is under water. But how many such factors must from wholes to fragments to wholes and wondered if our present scien- we consider? Wieten responded to the Russo‐Williamson Thesis (that tific framework allows important information and knowledge to get probabilistic methods are needed to make up for the weaknesses of “lost in translation.” For instance, existential hardship can result in a mechanisms as evidence) and to Jeremy Howick's position (that mech- phenomenon called inflammation, affecting different bodily tissues anisms are too difficult to identify and to predict how and when they and structures and presenting as clinically different “diseases.” 4 ANJUM ET AL. However, these cannot be fully understood on the level of bodily brief summary of the notion of potential outcomes equations, fragments since they originate from the person's lifeworld. Kirkengen sketching out ways (for example, econometric causal modelling, causal drew on powerful patient narratives to develop and highlight the Bayes nets and process tracing) of how to do such equations. The rhetorical and authoritative morphism of a strict and guideline driven purpose of this was to show how RCTs sat somewhere in the middle interpretation of EBM. Should guidelines use patient stories in their between the general and the particular and examined one (and only development and implementation?13 one) aspect of the causal network. Additional knowledge is required to move beyond the study population. The different approaches to 2.9 | Brian Broom, Getting real in whole person‐ centred health care: the challenges in actually doing this stuff A Consultant Physician in Clinical Immunology and Psychotherapist causal modelling could each have a role in developing knowledge of particular causes. Cartwright demonstrated some examples of a range of causal theories and models and proclaimed that it is necessary for guideline developers not to ignore these models, as they are “good ways to learn what we need.”15 from Auckland City Hospital, Brian Broom, presented the third key- In the next session, there was a return to the theme of note. In his work, Broom emphasizes a whole‐person perspective in a “Challenges in Practice,” with a focus on the question “Where do person‐centred understanding of causation of physical disease (of all Values Come From?” The aim was to address not only whence values kinds) and of the provision of health care.14 Styling himself as a clinical arise but also how we might take them up via guidelines effectively. phenomenologist he pays very close attention to the subjective The challenge here is to take values as a kind of evidence in their “stories” of patients presenting with physical disease. In his whole‐per- own right, without changing them to make them fit into a restrictive son model, clinicians of all kinds can actively seek the emotional and approach to decision making. relational stories of the sick person's lived (historical and present) experience. These stories are actively and empathically uncovered in ordinary clinical settings. Important connections between the stories and the illnesses emerge in ways that are “true” both for the patient 2.11 | Minna Johansson, “Informed Choice”—no panacea for ethical difficulties and the clinician as they work together. The accounts provided by Minna Johansson presented her work and theories from her experi- Broom of some of these therapeutic encounters revealed a stark con- ences as a Swedish general practitioner and PhD student at the trast between biomedical disease models of causation and treatment University of Gothenburg. As others had, this speaker juxtaposed and the whole person model that considers and values the real‐life the linear, biomedical, positivist assumptions of clinical guidelines complexity of factors (physical and subjective) in the lives of persons against the messy, uncertain real‐world of clinical practice. Johansson that influence the onset, course, and outcomes of disease in people presented a number of case studies that eloquently demonstrated receiving health care. The whole person model is nondualistic, unitive, how the inclusion of shared decision making and informed choice multidimensional, multifactorial, and relational. Broom concluded with could exist in‐line with a judicious adherence to evidence‐based encouraging messages about listening (and principles of listening) to a guidelines. Cautions were raised about potential harms of information person's story as an essential and powerful element of the skill sets of giving and transference of responsibilities.16 Johansson's conclusions the “good clinician.” At present, it is difficult to see how the existing were again focused on highlighting the limitations of any singular dualistic and positivist structure of EBM and clinical guidelines could approach to decision making and that a complex real world calls for relate to and facilitate a truly whole‐person approach to health care. the intellectual pursuit of the inclusion of multiple sources of evidence Concluding the day with close attention to the role of patient and information, with no panacea from either side. stories in understanding how the evidence of illness and the effectiveness of interventions interact, provided one way to understand the practical suggestions raised by Greenhalgh in her opening salvo. The evidence that guidelines can take up and convey in the form of guid- 2.12 | Bill Fulford and Stephen Tyreman, Choosing together: from informed choice to dialogue ance is limited, in part because of the form that such guidelines must Shared decision making was the central concern here. In osteopath take. Further, as other speakers on the first day suggested, different Stephen Tyreman's absence, Bill Fulford—of the Department of kinds of evidence—the hows and the whys, and that which cannot Philosophy, University of Warwick—developed an argument be made explicit—are relevant to clinical decision making and need supporting shared values and value‐based practice as a central part to be addressed, if guidelines are to be effective. But how shall they of best practice. Case studies were again used, this time to show be addressed? To this question turned the speakers of Day Two. how patient values—listening to what matters—should inform shared decision making in the context of evidence‐based practice. Listening 2.10 | Nancy Cartwright, What evidence should guidelines take note of? was again highlighted as a key clinical skill, and this was put in the context of the Montgomery Supreme Court Ruling (2015) whereby consent requires “choosing together based on values and evidence.” Durham University Professor of Philosophy, Nancy Cartwright, gave Because values often present as implicit in decision making about the opening keynote. Her introductory statement proposed that there when to apply guidelines and how, the following session returned to is a growing concern towards the particular, whilst guidelines must be the “Challenge of Implicit Knowledge” theme. This pair of speakers concerned with the general. To explain her position, Cartwright gave a addressed the role that implicit knowledge plays in the ANJUM 5 ET AL. implementation of guidelines, that is, how the broader context in strategic reasoning. Her argument was essentially about expertise which both practitioners and patients work and live determine and how reasoning strategies identified in experts related to guideline guideline effectiveness. use. Typically, such reasoning strategies are thought of in terms of searches for relevant causal processes, in‐line with considerations of patient values and preferences. The idea is to predict the outcome, 2.13 | Fiona Moffatt, The new “normal”? Professional sense‐making and evidence based guidelines and then work towards it. Copeland described an alternative kind of strategic reasoning, effectual reasoning, as a “non‐recipe,” goal‐ focussed, collaborative process. She argued that in the clinic, not just Physiotherapist at the University of Nottingham, Fiona Moffatt, took the intervention but the reasoning process itself constitutes the end the perspective of clinical guidelines further, discussing the role of goal of the encounter between patient and clinician. The same inter- the clinician in evidence‐based, shared decision making. She asked vention can give variable results because of the reasoning process. “what is it that makes a clinical guideline meaningful to a healthcare In conclusion, a reasoning strategy which is mindful of values, prefer- professional?” Moffatt constructed her argument in a wider frame- ences, resources, environments, and networks is a feature of exper- work of science, technology, and society, specifically drawing on her tise. Experts under an effectual model look towards influencing the own work with normalization process theory. Using two separate outcome rather than predicting the outcome. Further, in this model, guidelines as case studies to highlight the “chasm” between guidelines guidelines become useful tools for reasoners who are working out and practice, she presented data regarding how and why practitioners their goals, rather than predetermined pathways to predicted ends. show resistance to enforced guidelines.17 Moffatt claimed that there is neither a common philosophy nor vocabulary between guidelines and practice. To better understand the chasm between guidelines and practice, Moffatt proposed we need to consider the performativity of guidelines from a professional perspective. 2.16 | Alex Broadbent, Judges or robots? Medical expertise in the guideline era Philosopher of Epidemiology at the University of Johannesburg, Alex Broadbent, continued the focus on expertise in a guideline era, won- 2.14 | Mathew Mercuri, When guidelines don't guide: examining the role of patient context in guideline adherence dering whether clinicians should behave as robots (following guidelines) or as judges (using the guidelines with judgement in relation to context). Broadbent discussed the role of guidelines, particularly in relation to duty of care, control, and to overt and covert goals. Upon Mathew Mercuri, from the Department of Medicine at McMaster identifying what guidelines were, a thesis on “what is medicine” was University, continued to examine the role of patient context in guide- presented. Broadbent proposed that the core business of medicine line adherence, demonstrating cases of when “guidelines don't guide.” was not curative, but rather one of enquiry (regardless of the curative Mercuri first presented data on nonadherence to guidelines, summa- outcome).19 This is problematic for the position of guidelines which rizing physician and resource related barriers to adherence. He raised now may “short‐cut” the core business of medicine and accounts for the issue of patient related barriers, in particular those related to the much of the ambivalence felt towards EBM. The clinician's role, there- patient's “non‐medical” context. Presenting his own data next, Mercuri fore, is neither one of robot nor judge but rather as part of a wider identified how these contextual variables could influence physicians' network of stakeholders interested in a process of medical enquiry. decision making despite the availability of a high quality, evidence‐ based guideline.18 That is, the presence of these variables moved them away from guideline adherence. This knowledge should now be used to develop frameworks in which to educate clinicians as to when it is appropriate to not adhere to guidelines. 2.17 | Hálfdán Pétursson, The validity and relevance of guidelines for prevention of cardiovascular disease for general practice The final two sessions of the conference looked closer at Icelandic physician Hálfdán Pétursson presented data from his guidelines themselves, at what they are about and what kind of thing research on the validity and relevance of cardiovascular disease they are. The first of these sessions addressed the theme of “Using (CVD) prevention guidelines in general practice.20 His analyses indi- guidelines,” taking a philosophical approach to understanding the cate that guidelines might define the majority of the Norwegian pop- kinds of expertise needed to implement guidelines effectively in the ulation at increased risk of CVD. If the guidelines on management of clinical context. In the final session of the conference, the speakers high blood pressure were to be followed strictly, the workload would asked “What is a Guideline” by looking closely at some of their practi- demand more than the whole GP workforce for that task alone. He cal and theoretical consequences. addressed some limitations of statistical approaches to risk data and how these are translated to clinical practice. Cautions were left with 2.15 | Samantha Copeland, Effectual reasoning in the clinical context: thinking strategically about guidelines the audience regarding the likely gross over‐estimation of risk in clinical guidelines. Pétursson regarded the three most important factors limiting the validity and relevance of guidelines to be: “silo vision,” fragmenting patients by disease‐specific guidelines that are difficult Samantha Copeland, a philosopher and member of the CauseHealth to apply to the multimorbid real‐life individual; “zero vision,” striving project team, suggested in her talk that clinical reasoning is a kind of to eliminate morbidity from specific diseases without taking the whole 6 ANJUM person into account; and “Vulgar Cochranism,” expressing “aggressively assertive,” “presumptuous,” and “arrogant” applications of data, oft‐seen in preventive medicine. He regarded these factors as imperfect and problematic strategies to minimize complexity and uncertainty in clinical practice. 3.5 ET AL. Context matters | Transparency, communication, and shared decision making are in line with most clinical guidelines, yet they are not equally appropriate in every situation. 3.6 Guidelines, not tramlines | 2.18 Stephen Mumford and Rani Lill Anjum, Philosophical argument against evidence‐based policy It is sometimes inappropriate to adhere to guidelines. Example of situ- The final presentation of the conference was given by Durham acknowledged and part of the medical education. | ations in which guidelines ought to be discarded should be officially Professor of Philosophy and member of the CauseHealth team, Stephen Mumford, who gave his and Anjum's philosophical argument against 21 evidence‐based policy. They propose that evidence‐based policy is analogous to a rule utilitarian philosophy. Evidence‐based policy aims at the rule that will produce most benefit for most people, if a single rule has to always be followed. However, this is problematic because someone whose aim is to maximize utility will always be motivated to break such a rule in the cases where more benefit can be achieved in doing so, 3.7 Challenging positivist ideals | What counts as “scientific” is too narrowly defined within EBM, and alternatives to the positivist and dualistic ideals should be welcomed. For instance, clinical choice should be guided by methods that embrace patient narratives and embodied lived experiences as keys for investigating causes and effects. such as when there is good evidence that no benefit would follow in an individual case from following the general rule. 3.8 Clinical judgement upgraded | Evidence from different sources and methods often diverge, and this leaves a fundamental role to clinical judgement. This role needs to 3 L E S S O N S L E A RN E D | Overall, the speakers raised some important themes, which we would like to highlight and propose lessons learned from the conference. be acknowledged and valued. 3.9 Epistemic humility is crucial | Uncertainty is not eliminable from the process of decision making but should instead be the basis for epistemic humility. The lack of certain 3.1 | No statistically average patient predictions reflects the reality of the clinic. The idea of the average or standard patient is a statistical artefact: in clinical reality, a normal, standard, or average patient does not exist. 3.10 | Understanding causal mechanisms To assist the best and most rational clinical choice for single patients, 3.2 | “Evidence” expanded it is important to know the causal mechanisms underlying statistical correlations. Indeed, knowing what happens to other patients is useful The meaning of “evidence” needs to be expanded, not restricted to for the clinical management of the single patient, insofar as we also evidence from experiments and controlled setups. In addition, it know why it happened, that is, which properties were involved. should include evidence from the specific patient who is supposed to benefit from the guideline. 3.11 | Evidence from clinic to research The clinical encounter gives a good chance to investigate causal 3.3 | More types of evidence Guidelines need to include “more evidence,” but not in the sense of “more repetition of the same type of evidence.” Rather, we need multiple types of evidence. In particular, the epistemic status of evidence from single cases needs to be upgraded. mechanisms in real‐life complexity. Guidelines should make the most of this opportunity. For instance, guidelines should ensure that significant clinical observations are done in a patient‐centred way, that they are analysed qualitatively, and that results from the qualitative analysis feedback to research with new hypotheses. 3.12 3.4 | Patient values included | Broader guidelines The clinician is part of a bigger network of enquiry and research, aimed Evidence should not only include scientific values but also social at understanding the causes of illness and healing. Guidelines aimed values, and the latter are clearly changing from one context of applica- only at one outcome (the cure) risk suffocating the knowledge‐build- tion to another. Listening and evaluating the specific patient with her ing process of the medical enterprise. Therefore, guidelines should set of values is a basic skill of clinical practice. Just as we say that there aim at more outcomes than only the cure. 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