From Intention to Input: Motor Cognition, Motor Performance, and the Control of Technology:

Fundamental knowledge of motor cognition is an important component in a human factors repertoire, and this chapter serves as a guide to the history, theory, and application of motor cognition research."From intention to input" captures the scope of this chapter in that cognitive theories of motor control, neural control of movement, and the effects of feedback on movement are all discussed. The chapter progresses from an overview and history of motor cognition theories down to the neural basis for movement, then to an application of these theories via the study of specific actions. From there, rooted in the scientist-practitioner paradigm of human factors, the chapter covers applied considerations for designing control tasks and their associated inputs, taking into account individual differences in motor cognition and control and identifying critical issues in designing for input. General, applied guidelines are provided for use with current and future systems that have a motor cognition component. Keywords: Driver distraction; Language: en

[1]  K. J. Cole,et al.  Mechanisms for Age-Related Changes of Fingertip Forces during Precision Gripping and Lifting in Adults , 1999, The Journal of Neuroscience.

[2]  F. Donders On the speed of mental processes. , 1969, Acta psychologica.

[3]  Stan J. Liebowitz,et al.  The Fable of the Keys , 1990, The Journal of Law and Economics.

[4]  Motoyuki Akamatsu,et al.  A multi-modal mouse with tactile and force feedback , 1994, Int. J. Hum. Comput. Stud..

[5]  Heidi Horstmann Koester,et al.  Toward automatic adjustment of keyboard settings for people with physical impairments , 2007, Disability and rehabilitation. Assistive technology.

[6]  H S Vitense,et al.  Multimodal feedback: an assessment of performance and mental workload , 2003, Ergonomics.

[7]  P. Fitts Cognitive aspects of information processing. 3. Set for speed versus accuracy. , 1966, Journal of experimental psychology.

[8]  Timothy D. Lee,et al.  Influence of an unskilled model's practice schedule on observational motor learning , 1990 .

[9]  M. Goodale,et al.  Separate visual pathways for perception and action , 1992, Trends in Neurosciences.

[10]  D. Hubel,et al.  Receptive fields and functional architecture of monkey striate cortex , 1968, The Journal of physiology.

[11]  Arthur D. Fisk,et al.  Touch a Screen or Turn a Knob: Choosing the Best Device for the Job , 2005, Hum. Factors.

[12]  G. Holmes,et al.  Sensory disturbances from cerebral lesions , 1911 .

[13]  H. Pashler,et al.  Distributed practice in verbal recall tasks: A review and quantitative synthesis. , 2006, Psychological bulletin.

[14]  J. Pruetz,et al.  Savanna Chimpanzees, Pan troglodytes verus, Hunt with Tools , 2007, Current Biology.

[15]  J. A. Adams Use of the model's knowledge of results to increase the observer's performance , 1986 .

[16]  P. Fitts,et al.  INFORMATION CAPACITY OF DISCRETE MOTOR RESPONSES. , 1964, Journal of experimental psychology.

[17]  Benton J. Underwood,et al.  Individual differences as a crucible in theory construction. , 1975 .

[18]  T D Lee,et al.  Distribution of practice in motor skill acquisition: different effects for discrete and continuous tasks. , 1989, Research quarterly for exercise and sport.

[19]  George E Stelmach,et al.  Age-related kinematic differences as influenced by task difficulty, target size, and movement amplitude. , 2002, The journals of gerontology. Series B, Psychological sciences and social sciences.

[20]  S. Tipper,et al.  Selective reaching: evidence for action-centered attention. , 1992, Journal of experimental psychology. Human perception and performance.

[21]  R. Enoka,et al.  Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions. , 1993, Journal of neurophysiology.

[22]  P. Fitts,et al.  Information capacity of discrete motor responses under different cognitive sets. , 1966, Journal of experimental psychology.

[23]  J. Gibson The Ecological Approach to Visual Perception , 1979 .

[24]  Ashvin Shah,et al.  A computational model of muscle recruitment for wrist movements. , 2002, Journal of neurophysiology.

[25]  Allen and Rosenbloom Paul S. Newell,et al.  Mechanisms of Skill Acquisition and the Law of Practice , 1993 .

[26]  E. Hoffmann,et al.  Geometrical conditions for ballistic and visually controlled movements. , 1988, Ergonomics.

[27]  Dennis A. Turner,et al.  The development of brain-machine interface neuroprosthetic devices , 2011, Neurotherapeutics.

[28]  S. Thanos,et al.  Implantable bioelectronic interfaces for lost nerve functions , 1998, Progress in Neurobiology.

[29]  Jacob O. Wobbrock,et al.  Text Input to Handheld Devices for People with Physical Disabilities , 2005 .

[30]  M. Jeannerod,et al.  Getting a Grasp on Coordination. , 1998, News in physiological sciences : an international journal of physiology produced jointly by the International Union of Physiological Sciences and the American Physiological Society.

[31]  Anne Beuter,et al.  Automatic detection of movement disorders using recordings of rapid alternating movements , 2005, Journal of Neuroscience Methods.

[32]  Brad A. Myers,et al.  Trackball text entry for people with motor impairments , 2006, CHI.

[33]  E. R. Crossman A THEORY OF THE ACQUISITION OF SPEED-SKILL∗ , 1959 .

[34]  B. JUUL-KRISTENSEN†*,,et al.  Physical workload during use of speech recognition and traditional computer input devices , 2004, Ergonomics.

[35]  M. Inase,et al.  Neuronal activity in the primate premotor, supplementary, and precentral motor cortex during visually guided and internally determined sequential movements. , 1991, Journal of neurophysiology.

[36]  Michel Ferrari,et al.  Observing the Observer: Self-Regulation in the Observational Learning of Motor Skills , 1996 .

[37]  Arthur D. Fisk,et al.  Using direct and indirect input devices: Attention demands and age-related differences , 2009, TCHI.

[38]  Katherine M. Keetch,et al.  Especial skills: specificity embedded within generality. , 2008, Journal of sport & exercise psychology.

[39]  Marco van Leeuwen,et al.  Questions For The Dynamicist: The Use of Dynamical Systems Theory in the Philosophy of Cognition , 2005, Minds and Machines.

[40]  Neil Charness,et al.  Light Pen Use and Practice Minimize Age and Hand Performance Differences in Pointing Tasks , 2004, Hum. Factors.

[41]  R. Blake,et al.  Perception of human motion. , 2007, Annual review of psychology.

[42]  Trevor A. Harley,et al.  A Critique of Top-down Independent Levels Models of Speech Production: Evidence from Non-plan-Internal Speech Errors , 1984, Cogn. Sci..

[43]  S. Keele,et al.  Dissociation of the lateral and medial cerebellum in movement timing and movement execution , 2004, Experimental Brain Research.

[44]  M. Shiffrar,et al.  Recognizing people from their movement. , 2005, Journal of experimental psychology. Human perception and performance.

[45]  Richard A. Schmidt,et al.  Optimizing summary knowledge of results for skill learning , 1990 .

[46]  R A Abrams,et al.  Optimality in human motor performance: ideal control of rapid aimed movements. , 1988, Psychological review.

[47]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[48]  Masao Ito Mechanisms of motor learning in the cerebellum 1 1 Published on the World Wide Web on 24 November 2000. , 2000, Brain Research.

[49]  Jörg R. P. Geiger,et al.  Energy-Efficient Action Potentials in Hippocampal Mossy Fibers , 2009, Science.

[50]  D E Sherwood,et al.  Effect of Bandwidth Knowledge of Results on Movement Consistency , 1988, Perceptual and motor skills.

[51]  K. Lashley THE ACCURACY OF MOVEMENT IN THE ABSENCE OF EXCITATION FROM THE MOVING ORGAN , 1917 .

[52]  D. Norman Categorization of action slips. , 1981 .

[53]  W. Prinz Perception and Action Planning , 1997 .

[54]  Emily S. Cross,et al.  Neural Substrates of Contextual Interference during Motor Learning Support a Model of Active Preparation , 2007, Journal of Cognitive Neuroscience.

[55]  Douglas C. Engelbart,et al.  Display-Selection Techniques for Text Manipulation , 1967 .

[56]  Ravin Balakrishnan,et al.  "Beating" Fitts' law: virtual enhancements for pointing facilitation , 2004, Int. J. Hum. Comput. Stud..

[57]  MacKenzie Is A Note on the Information-Theoretic Basis for Fitts’ Law , 1989 .

[58]  E. Daprati,et al.  Unconscious updating of grasp motor program , 2004, Experimental Brain Research.

[59]  Carl Gutwin,et al.  Perceptibility and utility of sticky targets , 2008, Graphics Interface.

[60]  P. Todd,et al.  Accurate judgments of intention from motion cues alone: A cross-cultural study , 2005 .

[61]  John D. Bransford,et al.  Levels of processing versus transfer appropriate processing , 1977 .

[62]  T. D. Lee,et al.  Influence of practice schedule on testing schema theory predictions in adults. , 1985, Journal of motor behavior.

[63]  Scott D. Brown,et al.  The power law repealed: The case for an exponential law of practice , 2000, Psychonomic bulletin & review.

[64]  R. Schmidt,et al.  Knowledge of results and motor learning: a review and critical reappraisal. , 1984, Psychological bulletin.

[65]  C. Shea,et al.  Frequent feedback enhances complex motor skill learning. , 1998, Journal of motor behavior.

[66]  T. Paus,et al.  Seeing and hearing speech excites the motor system involved in speech production , 2003, Neuropsychologia.

[67]  J. Shea,et al.  Contextual interference effects on the acquisition, retention, and transfer of a motor skill. , 1979 .

[68]  B. Kleiner,et al.  Distant Transfer in Coincident Timing as a Function of Variability of Practice , 1984 .

[69]  R. A. Carlson,et al.  Practice Schedules and the Use of Component Skills in Problem Solving , 1990 .

[70]  M. Pickering,et al.  Do people use language production to make predictions during comprehension? , 2007, Trends in Cognitive Sciences.

[71]  James Danckert,et al.  Blindsight in action: what can the different sub-types of blindsight tell us about the control of visually guided actions? , 2005, Neuroscience & Biobehavioral Reviews.

[72]  M. Arbib,et al.  Tool use and the distalization of the end-effector , 2009, Psychological research.

[73]  Douglas J. Gillan,et al.  How does Fitts' law fit pointing and dragging? , 1990, CHI '90.

[74]  Michael I. Jordan,et al.  An internal model for sensorimotor integration. , 1995, Science.

[75]  James C. Houk,et al.  A Cerebellar Model of Timing and Prediction in the Control of Reaching , 1999, Neural Computation.

[76]  I. Scott MacKenzie,et al.  Fitts' Law as a Research and Design Tool in Human-Computer Interaction , 1992, Hum. Comput. Interact..

[77]  J. Searle Intentionality: Name index , 1983 .

[78]  Marc A. Sullivan,et al.  Practice and working memory effects in building procedural skill. , 1989 .

[79]  Andrew B. Schwartz,et al.  Brain-Controlled Interfaces: Movement Restoration with Neural Prosthetics , 2006, Neuron.

[80]  B. Bridgeman A review of the role of efference copy in sensory and oculomotor control systems , 1995, Annals of Biomedical Engineering.

[81]  Shari Trewin,et al.  Keyboard and mouse errors due to motor disabilities , 1999, Int. J. Hum. Comput. Stud..

[82]  E. Soetens,et al.  Process-Specific Slowing with Advancing Age: Evidence Derived from the Analysis of Sequential Effects , 2002, Brain and Cognition.

[83]  J. Mcardle,et al.  Comparative longitudinal structural analyses of the growth and decline of multiple intellectual abilities over the life span. , 2002, Developmental psychology.

[84]  Henry Petroski,et al.  Technology of the Ubiquitous. (Book Reviews: The Pencil. A History of Design and Circumstance.) , 1989 .

[85]  Anne E. Garing,et al.  Calibration of human locomotion and models of perceptual-motor organization. , 1995, Journal of experimental psychology. Human perception and performance.

[86]  S. MacDonald,et al.  Performance variability is related to change in cognition: evidence from the Victoria Longitudinal Study. , 2003, Psychology and aging.

[87]  W. James The principles of psychology , 1983 .

[88]  R. Magill,et al.  A REVIEW OF THE CONTEXTUAL INTERFERENCE EFFECT IN MOTOR SKILL ACQUISITION , 1990 .

[89]  E. Thorndike The law of effect. , 1927 .

[90]  A. Welford Between bodily changes and performance: some possible reasons for slowing with age. , 1984, Experimental aging research.

[91]  Gary S. Robinson,et al.  History and Impact of Computer Standards , 1996, Computer.

[92]  G E Stelmach,et al.  Age differences in the maintenance and restructuring of movement preparation. , 1991, Psychology and aging.

[93]  T. Salthouse When does age-related cognitive decline begin? , 2009, Neurobiology of Aging.

[94]  Donald A. Norman,et al.  Simulating a Skilled Typist: A Study of Skilled Cognitive-Motor Performance , 1982, Cogn. Sci..

[95]  P. Fitts The information capacity of the human motor system in controlling the amplitude of movement. , 1954, Journal of experimental psychology.

[96]  Richard A Schmidt,et al.  Especial skills: their emergence with massive amounts of practice. , 2005, Journal of experimental psychology. Human perception and performance.

[97]  D. C. Shapiro,et al.  Evidence for generalized motor programs using gait pattern analysis. , 1981, Journal of motor behavior.

[98]  Andy Cockburn,et al.  Multimodal feedback for the acquisition of small targets , 2005, Ergonomics.

[99]  G. Brogmus Effects of Age and Sex on Speed and Accuracy of Hand Movements: And the Refinements they Suggest for Fitts' Law , 1991 .

[100]  David A Rosenbaum,et al.  The Cinderella of psychology: the neglect of motor control in the science of mental life and behavior. , 2005, The American psychologist.

[101]  Gerhard Leitner,et al.  An evaluation of sticky and force enhanced targets in multi target situations , 2006, NordiCHI '06.

[102]  Krishna Bharat,et al.  Making computers easier for older adults to use: area cursors and sticky icons , 1997, CHI.

[103]  Michael A. Arbib,et al.  Modeling parietal-premotor interactions in primate control of grasping , 1998, Neural Networks.

[104]  Geoffrey P. Bingham,et al.  Calibrating grasp size and reach distance: interactions reveal integral organization of reaching-to-grasp movements , 2008, Experimental Brain Research.

[105]  Bonnie E. John TYPIST: A Theory of Performance in Skilled Typing , 1996, Hum. Comput. Interact..

[106]  R. Cattell,et al.  Age differences in fluid and crystallized intelligence. , 1967, Acta psychologica.

[107]  G. Johansson Visual perception of biological motion and a model for its analysis , 1973 .

[108]  P. N. Kugler,et al.  1 On the Concept of Coordinative Structures as Dissipative Structures: I. Theoretical Lines of Convergence* , 1980 .

[109]  Timothy D. Lee Chapter 7 Transfer-Appropriate Processing: A Framework for Conceptualizing Practice Effects in Motor Learning , 1988 .

[110]  A. D. Fisk,et al.  Age-related differences in movement control: adjusting submovement structure to optimize performance. , 1997, The journals of gerontology. Series B, Psychological sciences and social sciences.

[111]  D. Norman,et al.  The Psychology of Slips , 1992 .

[112]  Shari Trewin An invisible keyguard , 2002, Assets '02.

[113]  R. Schmidt,et al.  Reduced frequency of knowledge of results enhances motor skill learning. , 1990 .

[114]  Dominic Simon Scheduling and Learning , 2008 .

[115]  S. MacDonald,et al.  Variability in reaction time performance of younger and older adults. , 2002, The journals of gerontology. Series B, Psychological sciences and social sciences.

[116]  R. Schmidt,et al.  New Conceptualizations of Practice: Common Principles in Three Paradigms Suggest New Concepts for Training , 1992 .

[117]  R. L. Campbell,et al.  Artifacts as psychological theories: the case of human-computer interaction , 1989 .

[118]  John Karat,et al.  A Comparison of Menu Selection Techniques: Touch Panel, Mouse and Keyboard , 1986, Int. J. Man Mach. Stud..

[119]  K. Lashley The problem of serial order in behavior , 1951 .

[120]  R. Schmidt A schema theory of discrete motor skill learning. , 1975 .

[121]  D. Landers,et al.  The effects of mental practice on motor skill learning and performance: A meta-analysis. , 1983 .

[122]  J. V. Rossum SCHMIDT'S SCHEMA THEORY: THE EMPIRICAL BASE OF THE VARIABILITY OF PRACTICE HYPOTHESIS , 1990 .

[123]  M. Guadagnoli,et al.  Challenge Point: A Framework for Conceptualizing the Effects of Various Practice Conditions in Motor Learning , 2004, Journal of motor behavior.