Why are some people more knowledgeable than others? A longitudinal study of knowledge acquisition

The purpose of this study was to investigate correlates of knowledge acquisition within a real-world domain-basketball. The study employed a longitudinal design and involved two sessions, with approximately 2.5 months between sessions. Session 1 occurred near the beginning of the men’s college basketball season, and Session 2 occurred after the season. There was an indirect effect of interest in basketball on new basketball knowledge, via exposure to domain-relevant information. In addition, prior basketball knowledge had a strong effect on new basketball knowledge distinct from an influence through basketball exposure. This finding suggests that prior knowledge may provide a framework into which new knowledge can be integrated. By contrast, there was no effect of fluid intelligence on new basketball knowledge. Although somewhat surprising given evidence that this aspect of intelligence may play a role in the acquisition of certain types of knowledge, this finding accords with the view that knowledge is a major determinant of various aspects of cognitive functioning, including learning.

[1]  E. Hunt,et al.  Intelligence as an information-processing concept. , 1980, British journal of psychology.

[2]  K. Schweizer,et al.  A revision of Cattell's investment theory: Cognitive properties influencing learning. , 2002 .

[3]  W. Schneider,et al.  Domain-Specific Knowledge and Memory Performance: A Comparison of High- and Low-Aptitude Children , 1989 .

[4]  Patrick C. Kyllonen,et al.  Cognitive abilities as determinants of success in acquiring logic skill , 1990 .

[5]  Randall W Engle,et al.  Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. , 1999, Journal of experimental psychology. General.

[6]  J. Sloboda,et al.  Visual Perception of Musical Notation: Registering Pitch Symbols in Memory , 1976, The Quarterly journal of experimental psychology.

[7]  A. Jensen,et al.  Bias in Mental Testing , 1980 .

[8]  Timothy A. Salthouse,et al.  Speed Mediation of Adult Age Differences in Cognition. , 1993 .

[9]  J M Gardiner,et al.  Changes in memory awareness during learning: the acquisition of knowledge by psychology undergraduates. , 1997, Journal of experimental psychology. General.

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

[11]  H. P. Bahrick,et al.  Retention of Spanish vocabulary over 8 years. , 1987 .

[12]  Phillip L. Ackerman,et al.  Determinants of Individual Differences and Gender Differences in Knowledge. , 2001 .

[13]  R. T. Kellogg.  Long-term working memory in text production , 2001, Memory & cognition.

[14]  Phillip L. Ackerman,et al.  Current-events knowledge in adults: an investigation of age, intelligence, and nonability determinants. , 2001 .

[15]  T. Salthouse,et al.  Predictors of crossword puzzle proficiency and moderators of age-cognition relations. , 1999, Journal of experimental psychology. General.

[16]  Raymond B. Cattell,et al.  A CHECK ON THE THEORY OF FLUID AND CRYSTALLIZED INTELLIGENCE WITH DESCRIPTION OF NEW SUBTEST DESIGNS , 1978 .

[17]  Frank R. Yekovich,et al.  The Influence of Domain Knowledge on Inferencing In Low-Aptitude Individuals , 1990 .

[18]  Carol H. Walker,et al.  Relative Importance of Domain Knowledge and Overall Aptitude on Acquisition of Domain-Related Information , 1987 .

[19]  Harry P. Bahrick,et al.  Lifetime maintenance of high school mathematics content. , 1991 .

[20]  Janet L. Starkes,et al.  Motor-skill experts in sports, dance, and other domains. , 1991 .

[21]  Thomas R. Carretta,et al.  Role of ability and prior knowledge in complex training performance. , 1995 .

[22]  R. Cattell,et al.  Refinement and test of the theory of fluid and crystallized general intelligences. , 1966, Journal of educational psychology.

[23]  P. Ackerman,et al.  Assessing individual differences in knowledge: Knowledge, intelligence, and related traits. , 1999 .

[24]  Patrick C. Kyllonen,et al.  Individual differences in associative learning and forgetting , 1988 .

[25]  Herbert Woodrow.  Intelligence and its measurement: A symposium--XI. , 1921 .

[26]  S. Ceci.  On intelligence - more or less : a bio-ecological treatise on intellectual development , 1990 .

[27]  Patrick C. Kyllonen,et al.  Knowledge and processing speed as determinants of associative learning. , 1991 .

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

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

[30]  Patricia A. Alexander,et al.  The influence of topic knowledge, domain knowledge, and interest on the comprehension of scientific exposition , 1994 .

[31]  T. Salthouse,et al.  Decomposing adult age differences in working memory. , 1991 .

[32]  M. Daneman,et al.  Working memory and language comprehension: A meta-analysis , 1996, Psychonomic bulletin & review.

[33]  D E Egan,et al.  Chunking in recall of symbolic drawings , 1979, Memory & cognition.

[34]  Timothy A. Post,et al.  Problem-Solving Skill in the Social Sciences , 1983 .

[35]  K. A. Ericsson,et al.  Toward a general theory of expertise : prospects and limits , 1991 .

[36]  John L. Horn,et al.  Human cognitive capabilities: Gf-Gc theory. , 1997 .

[37]  P. Ackerman,et al.  Domain-specific knowledge as the "dark matter" of adult intelligence: Gf/Gc, personality and interest correlates. , 2000, The journals of gerontology. Series B, Psychological sciences and social sciences.

[38]  V. A. C. Henmon,et al.  Intelligence and its measurement: A symposium--VIII. , 1921 .

[39]  Patricia A. Alexander,et al.  Interrelationship of Knowledge, Interest, and Recall: Assessing a Model of Domain Learning , 1995 .

[40]  J. L. Holland,et al.  Making Vocational Choices: A Theory of Careers , 1973 .

[41]  Keith E. Stanovich,et al.  Where does knowledge come from? Specific associations between print exposure and information acquisition. , 1993 .

[42]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[43]  K. Stanovich,et al.  Studying the consequences of literacy within a literate society: The cognitive correlates of print exposure , 1992, Memory & cognition.

[44]  Phillip L. Ackerman,et al.  Self-report knowledge: At the crossroads of ability, interest, and personality. , 1996 .

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

[46]  N. J. Cohen,et al.  Is There a Special Flashbulb-Memory Mechanism? , 1988 .

[47]  L. Cronbach.  Essentials of psychological testing , 1960 .

[48]  R. Cattell,et al.  Abilities : Their Structure , Growth , and Action , 2015 .

[49]  B. K. Britton,et al.  Learning from Instructional Text: Test of an Individual-Differences Model. , 1998 .

[50]  E Winograd,et al.  Remembering the earthquake: direct experience vs. hearing the news. , 1996, Memory.

[51]  Randall W. Engle,et al.  Effects of Domain Knowledge, Working Memory Capacity, and Age on Cognitive Performance: An Investigation of the Knowledge-Is-Power Hypothesis , 2000, Cognitive Psychology.

[52]  H. P. Bahrick.  Maintenance of knowledge: Questions about memory we forgot to ask. , 1979 .

[53]  W. Schneider,et al.  The Effects of Expertise and IQ on Children's Memory: When Knowledge is, and When it is Not Enough , 1996 .

[54]  J. Gustafsson,et al.  The Hierarchical Organization of Cognitive Abilities: Restoring General Intelligence Through the Use of Linear Structural Relations (LISREL). , 1987, Multivariate behavioral research.

[55]  K. A. Ericsson,et al.  Long-term working memory. , 1995, Psychological review.

[56]  R. Engle,et al.  Memory processes among bridge players of differing expertise. , 1978 .

[57]  P. Ackerman,et al.  Individual differences in working memory within a nomological network of cognitive and perceptual speed abilities. , 2002, Journal of experimental psychology. General.

[58]  P. Ackerman.  A theory of adult intellectual development: Process, personality, interests, and knowledge , 1996 .

[59]  George J. Spilich,et al.  Life-span components of text processing: structural and procedural differences , 1983 .

[60]  B. Underwood.  Paired associate learning: Data on pair difficulty and variables that influence difficulty , 1982 .

[61]  James F. Voss,et al.  Text Processing of Domain-Related Information for Individuals with High and Low Domain Knowledge: Methodological Considerations. , 1979 .

[62]  R. Cattell.  The measurement of adult intelligence. , 1943 .

[63]  A. Jensen,et al.  The relationship between learning and intelligence , 1989 .

[64]  Lauren Leslie,et al.  Effect of Prior Knowledge on Good and Poor Readers' Memory of Text. , 1988 .

[65]  H. P. Bahrick.  Semantic memory content in permastore: fifty years of memory for Spanish learned in school. , 1984, Journal of experimental psychology. General.

[66]  Keith E. Stanovich,et al.  The Incidental Acquisition of Information from Reading , 1991 .

[67]  Michelene T. H. Chi,et al.  Expertise in Problem Solving. , 1981 .