Aspects of an Educational Learning Theory

Contemporary cognitive science has created the possibility of an educational learning theory closely related to existing cognitive theories but operative at a higher level of description. Issues that must be addressed in developing such a theory are: How much of the external world should be included in cognitive descriptions, how to avoid degenerate functionalism, what needs explaining by an educational learning theory, and what its units of analysis should be. It is proposed that a constitutive problem for educational learning theory is the explanation of difficult learning. A unit of analysis called a contextual module is proposed and applied to this problem. An advantage of contextual modules is that they treat environmental situatedness as an emergent property resulting from reasonably well understood processes.

[1]  Bruce D. Shriver,et al.  Research Directions in Object-Oriented Programming , 1987 .

[2]  Roger C. Schank,et al.  Dynamic memory - a theory of reminding and learning in computers and people , 1983 .

[3]  P. Jusczyk,et al.  What constitutes a module? , 1985, Behavioral and Brain Sciences.

[4]  P. Langley,et al.  Production system models of learning and development , 1987 .

[5]  Israel Scheffler,et al.  In Praise of the Cognitive Emotions , 1977, Teachers College Record: The Voice of Scholarship in Education.

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

[7]  C SchankRoger,et al.  Dynamic Memory: A Theory of Reminding and Learning in Computers and People , 1983 .

[8]  M. Scardamalia Knowledge telling and knowledge transforming in written composition , 1987 .

[9]  Rom Harré,et al.  Personal Being: A Theory for Individual Psychology , 1984 .

[10]  E. Hilgard Theories of learning, 2nd ed. , 1956 .

[11]  Walter Schneider,et al.  Training High-Performance Skills: Fallacies and Guidelines , 1985 .

[12]  L. S. Vygotskiĭ,et al.  Mind in society : the development of higher psychological processes , 1978 .

[13]  Walter Kintsch,et al.  Knowledge Organization and Text Organization , 1987 .

[14]  Zenon W. Pylyshyn,et al.  Connectionism and cognitive architecture: A critical analysis , 1988, Cognition.

[15]  F. Marton,et al.  ON QUALITATIVE DIFFERENCES IN LEARNING—II OUTCOME AS A FUNCTION OF THE LEARNER'S CONCEPTION OF THE TASK , 1976 .

[16]  W. Brewer,et al.  Theories of Knowledge Restructuring in Development , 1987 .

[17]  Stephen P. Stich,et al.  From folk psychology to cognitive science: The case against belief. , 1985 .

[18]  Susan E. Newman,et al.  Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics. Technical Report No. 403. , 1987 .

[19]  James G. Greeno,et al.  On The Nature of Competence: Principles for Understanding in a Domain© , 2018, Knowing, Learning, and Instruction.

[20]  W. Doyle Academic Work , 1983 .

[21]  Marianne Elshout-Mohr,et al.  The acquisition of word meanings as a cognitive learning process , 1981 .

[22]  Ann L. Brown,et al.  Bandwidths of Competence: The Role of Supportive Contexts in Learning and Development. Technical Report No. 336. , 1985 .

[23]  M. Scardamalia,et al.  Intentional Learning as a Goal of Instruction , 2018, Knowing, Learning, and Instruction.

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

[25]  Denis Newman,et al.  The Construction Zone: Working for Cognitive Change in School , 1989 .

[26]  E. Mishler Meaning in Context: Is There Any Other Kind? , 1979 .

[27]  R. Sternberg Controlled versus automatic processing , 1985, Behavioral and Brain Sciences.

[28]  Sheldon Rosenberg,et al.  Advances in applied psycholinguistics: List of contributors , 1987 .

[29]  P. Churchland,et al.  From Folk Psychology to Cognitive Science: The Case against Belief. , 1985 .

[30]  D. Laplane Thought and language. , 1992, Behavioural neurology.

[31]  R. Case A Developmentally Based Theory and Technology of Instruction , 1978 .

[32]  C. Bereiter Toward a Solution of the Learning Paradox , 1985 .

[33]  E. Sampson,et al.  Cognitive psychology as ideology. , 1981 .

[34]  Ann L. Brown Learning, remembering, and understanding , 1982 .

[35]  C. Bereiter,et al.  Use of Thinking Aloud in Identification and Teaching of Reading Comprehension Strategies , 1985 .

[36]  C. Bereiter,et al.  From behaviourism to cognitive behaviourism to cognitive development: Steps in the evolution of instructional design , 1984 .

[37]  Paul Thagard,et al.  Epistemology and cognition , 1991 .

[38]  D. Dennett Intentional systems in cognitive ethology: The “Panglossian paradigm” defended , 1983, Behavioral and Brain Sciences.

[39]  James L. McClelland,et al.  Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .

[40]  R. Glaser Education and Thinking: The Role of Knowledge. , 1984 .

[41]  L. Cronbach Beyond the Two Disciplines of Scientific Psychology. , 1975 .

[42]  M. Pressley,et al.  The Challenges of Classroom Strategy Instruction , 1989, The Elementary School Journal.

[43]  Allen Newell,et al.  SOAR: An Architecture for General Intelligence , 1987, Artif. Intell..

[44]  I. Lakatos,et al.  Criticism and the Growth of Knowledge: Falsification and the Methodology of Scientific Research Programmes , 1970 .

[45]  Joel R. Levin,et al.  Cognitive strategy research : educational applications , 1983 .

[46]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[47]  Ruth Garner,et al.  When Children and Adults Do Not Use Learning Strategies: Toward a Theory of Settings , 1990 .

[48]  Massimo Piattelli-Palmarini,et al.  Language and Learning: The Debate Between Jean Piaget and Noam Chomsky , 1980 .

[49]  J. G. Wallace,et al.  Cognitive development: An information-processing view , 1976 .

[50]  M. Scardamalia,et al.  The psychology of written composition , 1987 .

[51]  J. Brophy Classroom Organization and Management , 1983, The Elementary School Journal.

[52]  Richard E. Snow,et al.  Individual Differences and Instructional Theory1 , 1977 .

[53]  Marlene Scardamalia,et al.  Assimilative Processes in Composition Planning , 1982 .

[54]  Charles M. Reigeluth,et al.  Instructional Design Theories and Models : An Overview of Their Current Status , 1983 .

[55]  Donald Ross Green,et al.  Measurement and Piaget , 1971 .

[56]  L. Resnick,et al.  Knowing, Learning, and Instruction , 2018 .

[57]  Edmund Sullivan,et al.  Between Psychology and Education , 1974 .

[58]  U. Bronfenbrenner The Experimental Ecology of Education1 , 1976 .

[59]  Richard deCharms,et al.  Personal Causation Training in the Schools1 , 1972 .

[60]  S. B. Nolen,et al.  Reasons for studying: Motivational orientations and study strategies. , 1988 .

[61]  G. Miller,et al.  Linguistic theory and psychological reality , 1982 .

[62]  G. Snelbecker Learning theory, instructional theory, and psychoeducational design , 1974 .

[63]  E. V. Rossum,et al.  The Relationship between Learning Conception, Study Strategy and Learning Outcome. , 1984 .

[64]  Michael Don Palmer,et al.  Reflections on language , 1977 .

[65]  Geoffrey E. Hinton,et al.  Schemata and Sequential Thought Processes in PDP Models , 1986 .

[66]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[67]  Peter Afflerbach,et al.  The Process of Constructing Main Ideas From Text , 1985 .

[68]  D. Hofstadter Metamagical Themas: Questing for the Essence of Mind and Pattern , 1985 .

[69]  Frederick S. Breed,et al.  Classroom organization and management , 1934 .

[70]  Carol S. Dweck,et al.  Motivational processes affecting learning. , 1986 .

[71]  S. Heath Ways with Words: Language, Life and Work in Communities and Classrooms , 1983 .

[72]  James V. Wertsch,et al.  Culture, communication, and cognition : Vygotskian perspectives , 1987 .

[73]  Kurt VanLehn,et al.  Repair Theory: A Generative Theory of Bugs in Procedural Skills , 1980, Cogn. Sci..

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

[75]  The Psychology of Underachievement: Differential Diagnosis and Differential Treatment , 1988 .

[76]  Robert Neches,et al.  Progress Towards a Taxonomy of Strategy Transformations , 1978 .

[77]  J. Hayes,et al.  A Cognitive Process Theory of Writing , 1981, College Composition & Communication.

[78]  J. Smart Neurophilosophy: Toward a unified science of the mind-brain Patricia Smith Churchland. Bradford Books, MIT Press, Cambridge, Massachusetts (1986). xiv + 546 pp. , 1987, Neuroscience.

[79]  H. Harpending Genes, Mind, and Culture, C.J. Lumsden, E.O. Wilson. Harvard University Press, Cambridge (1980), xii, x428. Price $20.00 , 1982 .

[80]  P. Jackson Life in Classrooms , 1968 .

[81]  S. Stich From folk psychology to cognitive science: The case against belief. , 1986 .

[82]  S. Carey The child as word learner , 1978 .

[83]  Kenneth Mark Colby,et al.  Clinical artificial intelligence , 1981, Behavioral and Brain Sciences.

[84]  J. Townsend Teaching/learning strategies. , 1990, Nursing times.

[85]  Imre Lakatos,et al.  The Methodology of Scientific Research Programmes , 1978 .

[86]  W. Kintsch,et al.  Strategies of discourse comprehension , 1986 .

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

[88]  R. Glaser Components of a Psychology of Instruction: Toward a Science of Design , 1976 .

[89]  J. Fodor Methodological solipsism considered as a research strategy in cognitive psychology , 1980, Behavioral and Brain Sciences.