Expertise: acquisition, limitations, and control

This chapter reviews the current status of research on expertise, with a tripartite emphasis on expertise acquisition, the limitations associated with expertise, and the extent to which expert skill performance is subject to conscious control. We outline how deliberate practice often enables experts to perform their skills automatically, and we explain the limitations and costs associated with this automaticity. Those limitations include its specificity, brittleness, and limited ability to be transferred to new tasks. Further costs include expediency, mediocrity, and inflexibility. We next discuss whether and in which situations experts are able to exert conscious control over their automatic skills, with the finding that the exertion of control is sometimes at a short-term cost to performance. Finally, we emphasize pragmatic means by which expert performance can be enhanced, either by avoiding known pitfalls or by increasing the level of control that experts can exert over their own behavior.

[1]  H B Richman,et al.  Simulation of expert memory using EPAM IV. , 1995, Psychological review.

[2]  R. W. Roring,et al.  Misunderstandings, agreements, and disagreements: toward a cumulative science of reproducibly superior aspects of giftedness , 2007 .

[3]  F. Craik,et al.  The Oxford handbook of memory , 2006 .

[4]  R. Mayer,et al.  Domain specificity of spatial expertise: The case of video game players. , 2002 .

[5]  John R. Anderson Acquisition of cognitive skill. , 1982 .

[6]  C J Chamberlin,et al.  Effect of Adding Cognitively Demanding Tasks on Soccer Skill Performance , 1992, Perceptual and motor skills.

[7]  L. R. Novick Analogical transfer, problem similarity, and expertise. , 1988, Journal of experimental psychology. Learning, memory, and cognition.

[8]  L R Brooks,et al.  The correlation of feature identification and category judgments in diagnostic radiology , 1992, Memory & cognition.

[9]  Donald Homa,et al.  An assessment of two extraordinary speed-readers , 1983 .

[10]  D. Simonton Talent and expertise: the empirical evidence for genetic endowment , 2007 .

[11]  Colin Camerer,et al.  The process-performance paradox in expert judgment - How can experts know so much and predict so badly? , 1991 .

[12]  K. A. Ericsson,et al.  Deliberate practice and the modifiability of body and mind: Toward a science of the structure and acquisition of expert and elite performance. , 2007 .

[13]  Jodell DeNeen Strauch The transfer of computer software skills: An application of the similarity model , 2002 .

[14]  Colin F. Camerer,et al.  General conditions for the success of bootstrapping models , 1981 .

[15]  Elsbeth Stern,et al.  Individual differences in chess expertise: a psychometric investigation. , 2007, Acta psychologica.

[16]  Neil Charness,et al.  The role of deliberate practice in chess expertise , 2005 .

[17]  Steven Schwartz,et al.  Evaluating medical information. , 2001, Harvard women's health watch.

[18]  Herbert A. Simon,et al.  Five seconds or sixty? Presentation time in expert memory , 2000, Cogn. Sci..

[19]  J. Pratt,et al.  Playing an Action Video Game Reduces Gender Differences in Spatial Cognition , 2007, Psychological science.

[20]  A. Williams,et al.  Please Scroll down for Article Journal of Sports Sciences Visual Search, Anticipation and Expertise in Soccer Goalkeepers Visual Search, Anticipation and Expertise in Soccer Goalkeepers , 2022 .

[21]  Susan M. Barnett,et al.  Adaptive expertise: Effects of type of experience and the level of theoretical understanding it generates , 2002 .

[22]  Pamela J. Hinds,et al.  Bothered by abstraction: the effect of expertise on knowledge transfer and subsequent novice performance. , 2001, The Journal of applied psychology.

[23]  K. Holyoak,et al.  Schema induction and analogical transfer , 1983, Cognitive Psychology.

[24]  K. A. Ericsson,et al.  The acquisition of expert performance: An introduction to some of the issues. , 1996 .

[25]  R. Baird Experts sometimes show more false recall than novices: a cost of knowing too much ☆ , 2003 .

[26]  K. A. Ericsson,et al.  How experts' adaptations to representative task demands account for the expertise effect in memory recall: comment on Vicente and Wang (1998). , 2000, Psychological review.

[27]  A. Jensen,et al.  Speed of information processing in a calculating prodigy , 1990 .

[28]  Peter G. Polson,et al.  An experimental analysis of the mechanisms of a memory skill. , 1988 .

[29]  K. Anders Ericsson,et al.  Uncovering the structure of a memorist’s superior “basic” memory capacity , 2004, Cognitive Psychology.

[30]  K. Holyoak,et al.  Transfer and expertise , 2000 .

[31]  A. D. D. Groot Thought and Choice in Chess , 1978 .

[32]  B. Zimmerman Development and Adaptation of Expertise: The Role of Self-Regulatory Processes and Beliefs. , 2006 .

[33]  Walter Schneider,et al.  Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. , 1977 .

[34]  K. Dunbar HOW SCIENTISTS REALLY REASON: SCIENTIFIC REASONING IN REAL-WORLD LABORATORIES , 1995 .

[35]  Wu Qing-lin The Role of Deliberate Practice in the Acquisition of AOC E-sports Expertise , 2005 .

[36]  N. Charness,et al.  Perceptual automaticity in expert chess players: Parallel encoding of chess relations , 2001, Psychonomic bulletin & review.

[37]  Glenn Regehr,et al.  Cognitive metaphors of expertise and knowledge: prospects and limitations for medical education , 2007, Medical education.

[38]  Robert J. Sternberg,et al.  On being an expert: a cost-benefit analysis , 1992 .

[39]  M. Scardamalia,et al.  Surpassing Ourselves: An Inquiry into the Nature and Implications of Expertise , 1993 .

[40]  Herbert A. Simon,et al.  Templates in Chess Memory: A Mechanism for Recalling Several Boards , 1996, Cognitive Psychology.

[41]  P. McLeod,et al.  Inflexibility of experts—Reality or myth? Quantifying the Einstellung effect in chess masters , 2008, Cognitive Psychology.

[42]  Henry L. Tosi A Theory of Goal Setting and Task Performance , 1991 .

[43]  K A Ericcson,et al.  Acquisition of a memory skill. , 1980, Science.

[44]  Robert J. Crutcher,et al.  The role of deliberate practice in the acquisition of expert performance. , 1993 .

[45]  Herbert A. Simon,et al.  The Roles of Recognition Processes and Look-Ahead Search in Time-Constrained Expert Problem Solving: Evidence From Grand-Master-Level Chess , 1996 .

[46]  B. Abernethy Dual-task methodology and motor skills research: Some applications and methodological constraints , 1988 .

[47]  Neil Charness,et al.  The role of practice and coaching in entrepreneurial skill domains: An international comparison of life-span chess skill acquisition. , 1996 .

[48]  G. Logan Toward an instance theory of automatization. , 1988 .

[49]  T. Salthouse Expertise as the circumvention of human processing limitations. , 1991 .

[50]  Anique B. H. de Bruin,et al.  Deliberate practice predicts performance over time in adolescent chess players and drop-outs: a linear mixed models analysis. , 2008, British journal of psychology.

[51]  Helinä Häkkänen,et al.  EXPERTISE AND DECISION‐MAKING IN THE LINKING OF CAR CRIME SERIES , 2004 .

[52]  H. Simon,et al.  Perception in chess , 1973 .

[53]  K. A. Ericsson,et al.  The Road To Excellence: The Acquisition of Expert Performance in the Arts and Sciences, Sports, and Games , 1996 .

[54]  M. Rossano Expertise and the evolution of consciousness , 2003, Cognition.

[55]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[56]  K. Anders Ericsson,et al.  Exceptional memorizers: made, not born , 2003, Trends in Cognitive Sciences.

[57]  Michael Tuffiash,et al.  Expert performance in SCRABBLE: implications for the study of the structure and acquisition of complex skills. , 2007, Journal of experimental psychology. Applied.

[58]  Robert Glaser,et al.  A naturalistic study of transfer: adaptive expertise in technical domains , 1996 .

[59]  K. Holyoak,et al.  Mathematical problem solving by analogy. , 1991, Journal of experimental psychology. Learning, memory, and cognition.

[60]  J. Leavitt,et al.  Cognitive demands of skating and stickhandling in ice hockey. , 1979, Canadian journal of applied sport sciences. Journal canadien des sciences appliquees au sport.

[61]  P. Benson,et al.  Bereiter, C., & Scardamalia, M. (1993). Surpassing ourselves: An enquiry into the nature and implications of expertise. Chicago and La Salle, Illinois: Open Court Publications. , 2006 .

[62]  Stephan Lewandowsky,et al.  Knowledge and Expertise , 2008 .

[63]  T. Salthouse Effects of age and skill in typing. , 1984, Journal of experimental psychology. General.

[64]  Fernand Gobet,et al.  The role of constraints in expert memory. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[65]  Neil Charness,et al.  Expertise in chess: The balance between knowledge and search. , 1991 .

[66]  James Shanteau,et al.  Why study expert decision making? Some historical perspectives and comments. , 1992 .

[67]  Jim Taylor Slumpbusting: A Systematic Analysis of Slumps in Sports , 1988 .

[68]  J. Wiley Expertise as mental set: The effects of domain knowledge in creative problem solving , 1998, Memory & cognition.

[69]  K. A. Ericsson,et al.  Expert and exceptional performance: evidence of maximal adaptation to task constraints. , 1996, Annual review of psychology.

[70]  Kim Kirsner,et al.  The specificity of skill acquisition and transfer , 1997 .

[71]  S. Grazioli,et al.  Success and failure in expert reasoning , 1992 .

[72]  N. Block On a confusion about a function of consciousness , 1995, Behavioral and Brain Sciences.

[73]  David W. Eccles,et al.  Thinking outside of the box: The role of environmental adaptation in the acquisition of skilled and expert performance , 2006, Journal of sports sciences.

[74]  Andrew Trotman,et al.  A picture of European unemployment: success and failure , 2003 .

[75]  Sian L. Beilock,et al.  Expertise, attention, and memory in sensorimotor skill execution: Impact of novel task constraints on dual-task performance and episodic memory , 2002, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[76]  H. Freund Motor unit and muscle activity in voluntary motor control. , 1983, Physiological reviews.

[77]  K. A. Ericsson,et al.  Recent advances in expertise research: a commentary on the contributions to the special issue , 2005 .

[78]  Charles P. Thompson,et al.  Rajan: A study of a memorist , 1991 .

[79]  R. Engle,et al.  On the division of short-term and working memory: an examination of simple and complex span and their relation to higher order abilities. , 2007, Psychological bulletin.

[80]  David W. Eccles,et al.  A grounded theory of expert cognition in orienteering. , 2002 .

[81]  D. Simonton Scientific Talent, Training, and Performance: Intellect, Personality, and Genetic Endowment , 2008 .

[82]  H. Simon,et al.  A simulation of memory for chess positions. , 1973 .

[83]  Robert J. Sternberg,et al.  Expertise and Intelligent Thinking: When is it Worse to Know Better , 1989 .

[84]  U. Halsband,et al.  Planning abilities and chess: a comparison of chess and non-chess players on the Tower of London task. , 2006, British journal of psychology.

[85]  J. de Houwer,et al.  Automaticity: a theoretical and conceptual analysis. , 2006, Psychological bulletin.

[86]  F. Gobet,et al.  The Cambridge handbook of expertise and expert performance , 2006 .

[87]  R. W. Roring,et al.  Giftedness and evidence for reproducibly superior performance: an account based on the expert performance framework , 2007 .

[88]  J. Anderson,et al.  Automaticity and the ACT* theory. , 1992, The American journal of psychology.

[89]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[90]  Eric J. Johnson,et al.  Expertise and decision under uncertainty: Performance and process. , 1988 .

[91]  C. S. Green,et al.  Action video game modifies visual selective attention , 2003, Nature.

[92]  N. Charness,et al.  A multilevel model analysis of expertise in chess across the life span. , 2007, Psychology and aging.

[93]  K. A. Ericsson,et al.  A deliberate practice account of typing proficiency in everyday typists. , 2007, Journal of experimental psychology. Applied.

[94]  David Kirsh,et al.  The Intelligent Use of Space , 1995, Artif. Intell..

[95]  S. Lewandowsky,et al.  Knowledge partitioning: Context-dependent use of expertise , 2000, Memory & cognition.

[96]  Charles P. Thompson,et al.  Memory Search By A Memorist , 1993 .

[97]  N. Charness,et al.  Visual Span in Expert Chess Players: Evidence From Eye Movements , 2001, Psychological science.

[98]  Michael S. Schadewald,et al.  Analogical transfer and expertise in legal reasoning , 1991 .

[99]  Steven W. Keele,et al.  Modular Analysis of Timing in Motor Skill , 1988 .

[100]  R. Gray Attending to the execution of a complex sensorimotor skill: expertise differences, choking, and slumps. , 2004, Journal of experimental psychology. Applied.