The book offers condensed summaries of twenty-three major models of skill acquisition and expertise development presented by leading researchers during the last half a century of classic and new research. This book presents new researchers in learning, training, cognitive sciences or education disciplines with a big picture starting point for their literature review journey. The book presents an easy to understand taxonomy of twenty-three models which can give new researchers a good bird’s eye view of existing models and (...) theories, based on which they can decide which direction to dig further. The reviews in this book are complemented with over 200 authentic sources which a researcher read for detailed and deeper dive and set the direction for further exploration. This book would also act as an essential reference for training & learning professionals and instructional designers to design research-based training curriculum to develop skills of their staff. (shrink)

We introduce an innovative technique that quantifies human expertise development in such a way that humans and artificial systems can be directly compared. Using this technique we are able to highlight certain fundamental difficulties associated with the learning of a complex task that humans are still exceptionally better at than their computer counterparts. We demonstrate that expertise goes through significant developmental transitions that have previously been predicted but never explicated. The first signals the onset of a steady (...) increase in global awareness that begins surprisingly late in expertise acquisition. The second transition, reached by only a very few experts in the world, shows a major reorganisation of global contextual knowledge resulting in a relatively minor gain in skill. We are able to show that these empirical findings have consequences for our understanding of the way in which expertise acquisition may be modelled by learning in artificial intelligence systems. This point is emphasised with a novel theoretical result showing explicitly how our findings imply a non-trivial hurdle for learning for suitably complex tasks. (shrink)

How can we help people develop judgement and decision skills? One approach is to teach formal methods such as decision analyses, but these are difficult to apply in ill-structured settings, and the methods are unworkable when one is under time pressure and uncertain conditions. If we regard these skills as types of expertise that can be developed, then in a given domain we may attempt to define the cues, patterns, and strategies used by experts, and develop a programme to (...) teach people how to think like experts. However, in many settings this can be impractical. A different approach to decision skills training is to teach people how to learn like experts. By identifying a set of strategies used by experts to develop their proficiency at decision making, we can develop a programme aimed at helping people become reflective practitioners. This article describes such a training programme. (shrink)

This article focuses on the corresponding research findings pertaining to developmental changes throughout infancy to adolescence in processing various bits of face trait information. It examines whether faces are indeed a special class of stimuli. The role of experience in developing species-specific face expertise and standards of attractiveness are discussed. The research on infants' and children's categorization of different face types aids in exploring how the development of face categorization is influenced by experience. The article reviews evidence concerning (...) the development of face identity discrimination and recognition and more specifically the controversy regarding whether such development undergoes a qualitative change during childhood. It deals with infants and children's use of three types of facial information: featural information, configural information, and holistic information. (shrink)

In this paper I offer a normative account of development expertise. Although extending expertise beyond the traditional development experts to include local stakeholders, this normative account aims to delimit legitimate forms of expertise. I label this normative view third wave development expertise. Third wave expertise is distinguished from both the technocratic and the social constructivist views of development expertise. In particular, I discuss the notions of contributory and interactional expertise. (...) Contributory expertise denotes the extent to which a group of agents possesses knowledge which can make a significant contribution to development decision-making, while interactional expertise denotes the extent to which they are able to communicate this knowledge meaningfully. While local stakeholders may possess contributory expertise in matters of their own development, they may lack interactional expertise to communicate this knowledge. Resolving this issue, I argue, requires a mediator who can interact with and between external experts and local stakeholders. (shrink)

Professional skill development was never as critical as it has become with the changing nature of globalized work place. With the change in pace of business, the customer expectations from organizations has increased in terms of squeezed time-to-market, faster response to customer needs and demands for better services. Organizations are increasingly becoming focused on how workplace professional skill development of employees can be structured or orchestrated to shorten time-to-professional expertise of their employees. It is becoming increasingly challenging (...) for organizations to develop their employees at faster rate so that they can perform their job even more efficiently and effectively. The longer time-to-proficiency of employees may impact time-to-market of organizations and may also result in losing business to competition. This paper presents the review of previous research studies on current modes and modalities of professional skill development in organizations and present initial findings on training and development approaches taken by organizations to accelerate time-to-professional expertise of their employees. This paper is aimed at making a wider call-for-research in the area of organizations’ focus on shortening the time to develop professional skills of their employees. (shrink)

In this paper, Leonard Waks investigates connections between listening and expertise or mastery, contrasting approaches from Eastern and Western philosophy. The first section accounts for listening in the Daoist classic Zhuangzi, a work addressing themes in Chinese philosophy through metaphor and story narratives. In one story a character named “Confucius” advises a student to fast the mind and listen recklessly. The affinity between reckless and what has been called “apophatic” listening is demonstrated by the shared feature of mental emptiness (...) — listening without the imposition of conceptual categories. The second section demonstrates close affinities between the account of listening and expertise or mastery in the Zhuangzi and in the account of expert perception in contemporary Western philosophy and psychology, as exemplified by phenomenologist Hubert Dreyfus. (shrink)

According to cognitive psychologists, moral decision-making is a dual-process phenomenon involving two types of cognitive processes: explicit reasoning and implicit intuition. Moral development involves training and integrating both types of cognitive processes through a mix of instruction, practice, and reflection. Serious games are an ideal platform for this kind of moral training, as they provide safe spaces for exploring difficult moral problems and practicing the skills necessary to resolve them. In this article, we present Morality Play, a model for (...) the design of serious games for ethical expertise development based on the Integrative Ethical Education framework from moral psychology and the Lens of the Toy model for serious game design. (shrink)

It is argued that future research capacity building for the social sciences needs to incorporate methods to accelerate the acquisition by researchers of holistic expertise relevant to their roles as researchers and as developers of others. An agenda is presented, based on a model of learning that highlights missing elements of current provision, and two approaches currently under development are described.

Recent experimental studies indicate that epistemically irrelevant factors can skew our intuitions, and that some degree of scepticism about appealing to intuition in philosophy is warranted. In response, some have claimed that philosophers are experts in such a way as to vindicate their reliance on intuitions—this has become known as the ‘expertise defence’. This paper explores the viability of the expertise defence, and suggests that it can be partially vindicated. Arguing that extant discussion is problematically imprecise, we will (...) finesse the notion of ‘philosophical expertise’ in order to better reflect the complex reality of the different practices involved in philosophical inquiry. On this basis, we offer a new version of the expertise defence that allows for distinct types of philosophical expertise. The upshot of our approach is that wholesale vindications or rejections of the expertise defence are shown to be unwarranted; we must instead turn to local, piecemeal investigations of philosophical expertise. Lastly, in the spirit of taking our own advice, we exemplify how recent developments from experimental philosophy lend themselves to this approach, and can empirically support one instance of a successful expertise defence. (shrink)

The weaponizing of scientific expertise to oppose regulation has been extensively studied. However, the relevant studies, belonging to the emerging discipline of agnotology, remain focused on the analysis of empirical corruption: of misinformation, doubt mongering, and other practices that cynically deploy expertise to render audiences ignorant of empirical facts. This paper explores the wrongful deployment of expertise beyond empirical corruption. To do so, I develop a broader framework of morally subversive expertise, building on recent work in (...) political philosophy (Howard, 2016). Expertise is subversive if it sets up its audience to fail morally, either intentionally or negligently. I distinguish three modes of subversive expertise: empirical subversion (the focus of agnotology), normative subversion and motivational subversion. Drawing on these distinctions, I offer a revisionary account of the Trump Administration’s regulatory science as a case study. I show that the Trump Administration’s use of expertise to dismantle climate regulation, contra the standard charge, cannot be explained using the resources of agnotology alone: the Administration produced highly reliable climate assessments, detailing the risks of climate change, candidly admitting the harms of its proposed policies, and still successfully deployed these findings to justify massive climate deregulation. The lesson of the analysis is that dismissing the expertise that underpins climate deregulation as empirically corrupt ‘anti-science’ both obscures its actual role in the politics of climate change and understates its wrongfulness: it misses the breadth of the assault on moral agency that sustains climate injustice. (shrink)

We are all concerned by the environmental threats facing us today. Environmental issues are a major area of concern for policy makers, industrialists and public groups of many different kinds. While science seems central to our understanding of such threats, the statements of scientists are increasingly open to challenge in this area. Meanwhile, citizens may find themselves labelled as "ignorant" in environmental matters. In Citizen Science Alan Irwin provides a much needed route through the fraught relationship between science, the public (...) and the environmental threat. (shrink)

Many degree programs in science and engineering aim at enabling their students to perform interdisciplinary problem solving. In this paper we present three types of expertise that are involved in different ways in interdisciplinary problem solving. In doing so we shall first characterise two important epistemological challenges commonly faced in interdisciplinary problem solving, namely the communication challenge that arises from the use of different concepts within different scientific domains, and the integration challenge that arises from the differences between domain-specific (...) epistemological standards. Next, drawing on recent work on expertise developed within science studies, we characterize the interactional expertise that is a precondition for scientists to communicate across scientific domains, and the integrational expertise that is a precondition for scientists to be able to integrate cognitive resources originating in different domains. Finally, we shall analyse how different types of interdisciplinary problem solving sets different requirements for interactional and integrational expertise and discuss the implications for science and engineering programs in higher education. (shrink)

What are the relations among wisdom, virtue, and expertise? Wisdom can be defined broadly as knowledge about how to live well. At the least, the task of living well requires some conception of what it means for a life to be _good_ as well as the knowledge and skill needed to actualize the good in one’s spheres of life. While this idea is easy to assert, it is difficult to examine empirically. This is because the scientific study of wisdom (...) immediately runs up against the challenge of the fact/value dichotomy. While psychological science seeks to study “what is”, the “wisdom” of any given decision, act or person is something that can only be assessed against some conception of the good. Thus, the study of wisdom calls on us to seek ways to bridge the fact/value dichotomy. In this paper, we pursue this goal. We suggest that the study of wisdom requires the integration of at least two forms of inquiry: psychological-empirical analyses of the development of knowledge and skills, and philosophical-conceptual inquiries into what it means to live a good life. In elaborating this approach, we first differentiate the concepts of _wisdom_, _wise decision-making_, and _wisdom-supporting skills_. Then we describe conceptual and _empirical_ tools for assessing the development of wisdom-supporting skills as well as an _evaluative_ framework for assessing the “wisdom” of any given act of decision-making. To illustrate these ideas, we report the results of a study demonstrating how the capacity for wise decision-making can be cultivated through participation in a program devoted to fostering the development of wisdom-supported skills. (shrink)

In what sense, if any, are philosophers experts in their domain of research and what could philosophical expertise be? The above questions are particularly pressing given recent methodological disputes in philosophy. The so-called expertise defense recently proposed as a reply to experimental philosophers postulates that philosophers are experts qua having improved intuitions. However, this model of philosophical expertise has been challenged by studies suggesting that philosophers’ intuitions are no less prone to biases and distortions than intuitions of (...) non-philosophers. Should we then give up on the idea that philosophers possess some sort of expertise? In this paper, I argue that instead of focusing on intuitions, we may understand the relevant results of philosophical practice more broadly and investigate the other kind of expertise they would require. My proposal is inspired by a prominent approach to investigating expert performance from psychology and suggests where and how to look for expertise in the results characteristic of philosophical practice. In developing this model, I discuss the following three candidates for such results: arguments, theories, and distinctions. Whether philosophers could be shown to be expert intuiters or not, there are interesting domains where we could look for philosophical expertise, beyond intuitions. (shrink)

Trust is a central concept in the philosophy of science. We highlight how trust is important in the wide variety of interactions between science and society. We claim that examining and clarifying the nature and role of trust (and distrust) in relations between science and society is one principal way in which the philosophy of science is socially relevant. We argue that philosophers of science should extend their efforts to develop normative conceptions of trust that can serve to facilitate trust (...) between scientific experts and ordinary citizens. The first project is the development of a rich normative theory of expertise and experience that can explain why the various epistemic insights of diverse actors should be trusted in certain contexts and how credibility deficits can be bridged. The second project is the development of concepts that explain why, in certain cases, ordinary citizens may distrust science, which should inform how philosophers of science conceive of the formulation of science policy when conditions of distrust prevail. The third project is the analysis of cases of successful relations of trust between scientists and non-scientists that leads to understanding better how ‘postnormal’ science interactions are possible using trust. (shrink)

The paper deals with the problem of future biology teachers’ vocational preparation process and shaping in them of those capacities that contribute to the conservation and enhancement of our planet’s biodiversity as a reflection of the leading sustainable development goals of society. Such personality traits are viewed through the prism of forming the future biology teachers’ professional and terminological competence. The main aspects and categories that characterize the professional and terminological competence of future biology teachers, including terminology, nomenclature, term, (...) nomen and term element, have been explained. The criteria and stages of shaping the future biology teachers’ professional and terminological competence during the vocational training process have been fixed. Methods, techniques, technologies, guiding principles and forms of staged work on the forming of an active terminological dictionary of students have been described and specified. The content of the distant special course “Latin. Botanical Terminology”, which provides training for future teachers to study the professional subjects and to understand of international scientific terminology, has been presented. It is concluded that the proper level of formation of the future biology teachers’ professional and terminological competence will eventually ensure the qualitative preparation of pupils for life in a sustainable development era. (shrink)

People generally develop some degree of competence in general informal reasoning and argument skills, but how do they go beyond this to attain higher expertise? Ericsson has proposed that high-level expertise in a variety of domains is cultivated through a specific type of practice, referred to as ‘deliberate practice’. Applying this framework yields the empirical hypothesis that high-level expertise in informal reasoning is the outcome of extensive deliberate practice. This paper reports results from two studies evaluating the (...) hypothesis. University student participants completed 12 weeks of deliberate practice in informal reasoning. Quantity of practice was recorded by computer, and additionally assessed via self report. The hypothesis was supported: students in both studies showed a large improvement, and practice as measured by computer, was related to amount of improvement in informal reasoning. These findings support adopting a deliberate practice approach when attempting to teach or learn expertise in informal reasoning. (shrink)

Tetris provides a difficult, dynamic task environment within which some people are novices and others, after years of work and practice, become extreme experts. Here we study two core skills; namely, choosing the goal or objective function that will maximize performance and a feature-based analysis of the current game board to determine where to place the currently falling zoid so as to maximize the goal. In Study 1, we build cross-entropy reinforcement learning models to determine whether different goals result in (...) different feature weights. Two of these optimization strategies quickly rise to performance plateaus, whereas two others continue toward higher but more jagged heights. In Study 2, we compare the zoid placement decisions made by our best CERL models with those made by 67 human players. Across 370,131 human game episodes, two CERL models picked the same zoid placements as our lowest scoring human for 43% of the placements and as our three best scoring experts for 65% of the placements. Our findings suggest that people focus on maximizing points, not number of lines cleared or number of levels reached. They also show that goal choice influences the choice of zoid placements for CERLs and suggest that the same is true of humans. Tetris has a repetitive task structure that makes Tetris more tractable and more like a traditional experimental psychology paradigm than many more complex games or tasks. Hence, although complex, Tetris is not overwhelmingly complex and presents a right-sized challenge to cognitive theories, especially those of integrated cognitive systems. (shrink)

This essay defends moral expertise against the skeptical considerations raised by Gilbert Ryle and others. The core of the essay articulates an account of moral expertise that draws on work on expertise in empirical moral psychology, and develops an analogy between moral expertise and linguistic expertise. The account holds that expertise is contrastive, so that a person is an expert relative to a particular contrast. Further, expertise is domain specific and characterized by “automatic” (...) behavior and judgment. Some disagreements in the literature regarding moral expertise are diagnosed as being due to failures to adequately distinguish different ways in which someone can be a moral expert. For example, expertise in action does not imply expertise in judgment or analysis. (shrink)

Tetris provides a difficult, dynamic task environment within which some people are novices and others, after years of work and practice, become extreme experts. Here we study two core skills; namely, choosing the goal or objective function that will maximize performance and a feature-based analysis of the current game board to determine where to place the currently falling zoid so as to maximize the goal. In Study 1, we build cross-entropy reinforcement learning models to determine whether different goals result in (...) different feature weights. Two of these optimization strategies quickly rise to performance plateaus, whereas two others continue toward higher but more jagged heights. In Study 2, we compare the zoid placement decisions made by our best CERL models with those made by 67 human players. Across 370,131 human game episodes, two CERL models picked the same zoid placements as our lowest scoring human for 43% of the placements and as our three best scoring experts for 65% of the placements. Our findings suggest that people focus on maximizing points, not number of lines cleared or number of levels reached. They also show that goal choice influences the choice of zoid placements for CERLs and suggest that the same is true of humans. Tetris has a repetitive task structure that makes Tetris more tractable and more like a traditional experimental psychology paradigm than many more complex games or tasks. Hence, although complex, Tetris is not overwhelmingly complex and presents a right-sized challenge to cognitive theories, especially those of integrated cognitive systems. (shrink)

This paper is motivated by the need to respond to the spread of influential misinformation and manufactured ignorance, which places pressure on the work of experts in various sectors. To meet this need, the paper discusses the conditions required for expert testimony to evolve a reconceptualisation of negative capability as a new form of epistemic humility. In this regard, professional knowledge formation is not considered to be separate from the institutional and social processes and values that uphold its production. Drawing (...) attention to the structural and relational aspects of ignorance, as opposed to the individualistic and internal aspects, we rely on the sociology of knowledge, the social epistemologies and the feminist epistemologies that have played a fundamental role in the development of the investigation of ignorance. First, we analyse the criteria for epistemic humility based on prior theoretical discussions concerning negative knowledge as a form of reflective practice. Then, we seek to determine what kinds of strategies, virtues and skills experts need to have so as to ‘manage ignorance’ in socially complex situations. Finally, we suggest the reformulation of negative expertise as a phronetic skill for navigating through situations of ignorance and uncertainty in an epistemically and socially responsible manner. (shrink)

This paper is a review of the experiences gained whilst working with the ‘expertise in practice project’. The project was concerned with understanding the complex phenomenon of practitioners investigating and evaluating their own practice. The research intention was focused on making a difference to how those nurses practised, through introducing systematic practice‐based inquiry processes that could enable nurses to think more critically about their work and how their practice affects others. Particular attention is paid to the process of engaging (...) people who use healthcare services, as research participants in the evaluation of nursing practice expertise. We outline how the project incorporated practitioners’ concerns about asking people who use health care services opinions on nursing practice expertise and how a process of discovery emerged that enabled transformation of practice and consideration of the patient‐participants’ role as a sophisticated evaluator of health‐care. As a result, we present a case for transformational qualitative research. Such research is values‐driven and uses inclusive, collaborative and facilitative processes. It contributes to human flourishing, not only through its ‘ends’ (i.e. research products) but also, intentionally, through its ‘means’ (e.g. research processes and stakeholder involvement). Thus, transformational research is complex and requires that researchers engage in reflexivity (deep self‐reflection) to examine and critique their personal values. (shrink)

Using the bench trial of Colorado’s Amendment 2 as an example, this article focuses on the more general question of expert testimony in moral philosophy. It argues that there is indeed expertise in moral philosophy but argues against admitting such expert testimony in cases dealing with what John Rawls terms “constitutional essentials” and ‘matters of basic justice.” Developing the idea of public reason inherent in the Rawlsian concept of political liberalism, the article argues that philosophers can and should speak (...) out on public issues, if they do so with due respect for certain restrictions, but that they should not serve as expert witnesses on core constitutional questions, since doing so suggests that they claim a type of authority that would require fellow citizens to defer to their views. Such claims to authority in basic ethical matters threaten the mutual respect for divergent comprehensive doctrines that lies at the core of political liberalism. Philosophers have a duty to serve the public good, and they perform this service in fruitful ways. But they should refuse a public role that appears incompatible with equal respect for the committed ethical searching of their fellow citizens. (shrink)

The provider–patient relationship is typically regarded as an expert-to-novice relationship, and with good reason. Providers have extensive education and experience that have developed in them the competence to treat conditions better and with fewer harms than anyone else. However, some researchers argue that many patients with long-term conditions (LTCs), such as arthritis and chronic pain, have become “experts” at managing their LTC. Unfortunately, there is no generally agreed-upon conception of “patient expertise” or what it implies for the provider–patient relationship. (...) I review three prominent accounts of patient expertise and argue that all face serious objections. I contend, however, that a plausible account of patient expertise is available and that it provides a framework both for further empirical studies and for enhancing the provider–patient relationship. (shrink)

Ethicists widely accept the notion that scientists have moral responsibilities to benefit society at large. The dissemination of scientific information to the public and its political representatives is central to many of the ways in which scientists serve society. Unfortunately, the task of providing information can often give rise to moral quandaries when scientific experts participate in politically charged debates over issues that are fraught with uncertainty. This paper develops a theoretical framework for an “ethics of expertise” (EOE) based (...) on the notion that scientists have responsibilities to provide information in a way that promotes autonomous decision-making on the part of the public and its representatives. Moreover, insofar as the principle of informed consent has developed in biomedical ethics as a way for physicians to promote autonomous decision-making on the part of their patients, this paper suggests that the informed-consent concept may suggest a set of criteria and guidelines that can help scientists to fulfill their similar ethical responsibilities to the public. In order to illustrate how the resulting EOE could provide practical guidance for scientific experts, the paper examines a case study involving the dissemination of information about the low-dose biological effects of toxic chemicals and carcinogens. (shrink)

How does thinking affect doing? There is a widely held view that thinking about what you are doing, as you are doing it, hinders performance. Once you have acquired the ability to putt a golf ball, play an arpeggio on the piano, or parallel-park, reflecting on your actions leads to inaccuracies, blunders, and sometimes even utter paralysis--that's what is widely believed. But is it true? After exploring some of the contemporary and historical manifestations of the idea, Barbara Gail Montero develops (...) a theory of expertise which emphasizes the role of the conscious mind in expert action. She aims to dispel various myths about experts who proceed without any understanding of what guides their action, and she analyzes research in both philosophy and psychology that is taken to show that conscious control and explicit monitoring of one's movements impedes well practiced skills. Montero explores a wide range of real-life examples of optimal performance, in sports, the performing arts, healthcare, the military, and other fields, and draws from psychology, neuroscience, and literature to offer a refreshing and persuasive view of expertise, according to which expert action generally is and ought to be thoughtful, effortful, and reflective. (shrink)

‘Interactional expertise’ is developed through linguistic interaction without full scale practical immersion in a culture. Interactional expertise is the medium of communication in peer review in science, in review committees, and in interdisciplinary projects. It is also the medium of specialist journalists and of interpretative methods in the social sciences. We describe imitation game experiments designed to make concrete the idea of interactional expertise. The experiments show that the linguistic performance of those well socialized in the language (...) of a specialist group is indistinguishable from those with full blown practical socialization but distinguishable from those who are not well socialized. The imitation game can also be used to indicate whether an individual can enter an esoteric domain and master the interactional expertise, a skill required by interpretative sociologists of science, anthropologists, ethnographers, and the like.Keywords: Expertise; Interactional expertise; Imitation game; Turing test; Colour blindness; Interpretative methods. (shrink)

Learning more about philosophical cognition has yielded significant insights into the methods that we employ when doing philosophy, and has led some experimental philosophers to raise concerns about the role that intuitions play in philosophical practice. One popular response to these methodological concerns involves appeal to philosophical expertise, and has become known as the expertise defense because it aims to defend the use of at least some kinds of intuitional evidence in philosophy. The basic idea is that philosophical (...) expertise consists in having developed, through a process of critical reflection, increased conceptual competence and theoretical accuracy, as well as a special knack for reading and thinking about philosophical thought experiments that call upon us to exercise our conceptual competence and theoretical acumen. It turns out to be an open question whether this folk theory of philosophical expertise can restore hope in the value of intuitional evidence, and here we examine two ways of trying to answer that question: one that involves careful reflection on the supposed benefits of philosophical education, and one that involves careful empirical examination of “expert” philosophical intuitions. (shrink)

We provide the first demonstration of an artificial neural network encoding the perceptual templates that form an important component of the high level strategic understanding developed by experts. Experts have a highly refined sense of knowing where to look, what information is important and what information to ignore. The conclusions these experts reach are of a higher quality and typically made in a shorter amount of time than those of non-experts. Understanding the manifestation of such abilities in terms of both (...) the psychology of expert performance and the underlying neural mechanisms constitutes one of the most challenging problems in the cognitive sciences. Using perceptual templates we show how the amount of contextual information can change significantly even within a given task, the relationship between local and non-local contexts and finally why there is very little correlation between measures of intelligence and level of expertise in many of the most complex tasks performed by humans. (shrink)

An investigation is presented in which a computer simulation model (DIAGNOSER) is used to develop and test predictions for behavior of subjects in a task of medical diagnosis. The first experiment employed a process‐tracing methodology in order to compare hypothesis generation and evaluation behavior of DIAGNOSER with individuals at different levels of expertise (students, trainees, experts). A second experiment performed with only DIAGNOSER identified conditions under which errors in reasoning in the first experiment could be related to interpretation of (...) specific data items. Predictions derived from DIAGNOSER's performance were tested in a third experiment with a new sample of subjects. Data from the three experiments indicated that (1) form of diagnostic reasoning was similar for all subjects trained in medicine and for the simulation model, (2) substance of diagnostic reasoning employed by the simulation model was parable with that of the more expert subjects, and (3) errors in subjects' reasoning were attributable to deficiencies in disease knowledge and the interpretation of specific patient data cues predicted by the simulation model. (shrink)

In domains like stock brokerage, clinical psychiatry, and long‐term political forecasting, experts generally fail to outperform novices. Empirical researchers agree on why this is: experts must receive direct or environmental learning feedback during training to develop reliable expertise, and these domains are deficient in this type of feedback. A growing number of philosophers resource this consensus view to argue that, given the absence of direct or environmental philosophical feedback, we should not give the philosophical intuitions or theories of expert (...) philosophers greater credence than those of novice philosophers. This article has three objectives. The first is to explore several overlooked issues concerning the strategy of generalizing from empirical studies of non‐philosophical expertise to the epistemic status of philosophical expertise. The second is to explain why empirical research into a causal relationship between direct learning feedback and enhanced expert performance does not provide good grounds for abandoning a default optimism about the epistemic superiority of expert philosophical theories. The third is to sketch a positive characterization of learning feedback that addresses developmental concerns made salient by the empirical literature on expert performance for specifically theory‐driven or “armchair” domains like philosophy. (shrink)

Perception and intuition are our basic sources of knowledge. They are also capacities we deliberately improve in ways that draw on our knowledge. Elijah Chudnoff explores how this happens, developing an account of the epistemology of expert perception and expert intuition, and a rationalist view of the role of intuition in philosophy.

Expertise is often ascribed to persons who are considered exceptionally competent in a particular subject matter. In contrast to this traditional approach, the present paper introduces a contextual understanding of expertise ascriptions. More precisely, this paper introduces two different kinds of contextuality by advancing and advocating the thesis that expertise ascriptions are true if and only if their content within their context of use is true against standards in the context of assessment. This means that expertise (...) ascriptions have indexical content and are also assessment-sensitive. On this basis, a definition of expertise will be developed which outlines a series of conditions for what it takes to be an expert. (shrink)

When the utility of masks or vaccinations became politicized during the COVID-19 pandemic and lost its mooring in scientific evidence, an already-developing crisis of expertise was exacerbated. Those who believe in consensus science wondered: “How can ‘those people’ not see the truth?” With a foreword by Harry Collins, this book shows that the crisis is not a scientific controversy, but an ideological dispute with believers on both sides. If the advocates for consensus science acknowledge the uncertainties involved, rather than (...) insisting on cold, hard facts, it is possible to open a pathway towards interaction and communication, even persuasion, between world views. As the crisis of expertise continues to be a global issue, this will be an invaluable resource for readers concerned about polarized societies and the distrust of consensus science. (shrink)

Contrary to widespread assumptions, post-truth politicians formally adopt a rhetoric of ‘truth’ but turn it against established experts. To explain one central factor behind this destructive strategy and its success with voters, I consider Walter Lippmann and Friedrich Hayek, who from 1922 onwards helped develop and popularize a political rhetoric of ‘truth’ in terms of scientific expertise. In Hayek’s influential version, market economics became the crucial expert field. Consequently, the 2008 financial crisis impacted attitudes towards experts more generally. But (...) even sweeping rejection of experts continues to use the rhetoric, by now dominant, of expert truth. Paradoxically, this bipartisan language fuels division as opponents accuse each other of disregarding ‘truth itself’. Against the underlying metaphysics of context-free ‘facts’, John Dewey and Alfred Schutz recommend understanding truth as ‘presumptive’ knowledge produced within human practices, which can be robust but requires a readiness to engage in pluralistic and open-ended processes of (re-)contextualization. (shrink)

In this article, we clarify and describe the nature of nursing expertise and provide a framework to guide its identification and further development. To have utility and rigour, concept‐driven research and theories of practice require underlying concepts that are robust, valid and reliable. Advancing understanding of a concept requires careful attention to explicating its knowledge, metaphors and conceptual meaning. Examining the concepts and metaphors of nursing expertise, and how they have been interpreted into the nursing discourse, we (...) aimed to synthesise definitions and similarities between concepts and elicit the defining characteristics and properties of nursing expertise. In clarifying the concept, we sought to move beyond the ambiguity that currently surrounds expertise in nursing and unravel it to make explicit the characteristics of nursing expertise from published peer‐reviewed studies and structured literature synthesis. Findings indicate a lack of clarity surrounding the use of the term expertise. Traditional reliance upon intuition as a way of explaining expert performance is slowly evolving. Emerging from the analysis is a picture of expertise as the relationship between networks of contextual reasoning, understanding and practice. Striking absences in the discourse include limited explication of ethical reasoning and theorising a broader interpretation of expertise reflective of contemporary forms of nursing. (shrink)

The combination of government’s significant involvement in science, science’s significant effects on the public, and public ignorance raise important challenges for reconciling scientific expertise with democratic governance. Nevertheless, there have recently been a variety of encouraging efforts to make scientific activity more responsive to social values and to develop citizens’ capacity to engage in more effective democratic governance of science. This essay introduces a special issue of the Kennedy Institute of Ethics Journal on “Science, Expertise, and Democracy,” consisting (...) of five papers that developed from the inaugural Three Rivers Philosophy conference held at the University of South Carolina in April 2011. The pieces range from a general analysis of the in-principle compatibility of scientific expertise and democracy to much more concrete studies of the intersection between scientific practices and democratic values in areas such as weight-of-evidence analysis, climate science, and studies of locally undesirable land uses. (shrink)

The aim of this paper is to illustrate, in some detail, the phenomenon of chess expertise and the making of errors by chess experts. In doing so, this paper also aims to reveal the close relationship between expertise and error making in chess. Finally, the paper aims to show how understanding that integral relationship can assist in the creation of pedagogical methods that can minimize error making, while also maximizing expertise. The analysis may provide some assistance in (...) the development of our understanding of expert epistemologies amongst the professions, and for reflection about the appropriateness of current pedagogical methods utilized in the education of those professions. (shrink)