Meaningful learning, reasoning ability, and students' understanding and problem solving of topics in genetics

The purpose of this study was to explore relationships among school students' (N = 189) meaningful learning orientation, reasoning ability and acquisition of meaningful understandings of genetics topics, and ability to solve genetics problems. This research first obtained measures of students' meaningful learning orientation (meaningful and rote) and reasoning ability (preformal and formal). Students were tested before and after laboratory-based learning cycle genetics instruction using a multiple choice assessment format and an open-ended assessment format (mental model). The assessment instruments were designed to measure students' interrelated understandings of genetics and their ability to solve and interpret problems using Punnett square diagrams. Regression analyses were conducted to examine the predictive influence of meaningful learning orientation, reasoning ability, and the interaction of these variables on students' performance on the different tests. Meaningful learning orientation best predicted students' understanding of genetics interrelationships, whereas reasoning ability best predicted their achievement in solving genetics problems. The interaction of meaningful learning orientation and reasoning ability did not significantly predict students' genetics understanding or problem solving. Meaningful learning orientation best predicted students' performance on all except one of the open-ended test questions. Examination of students' mental model explanations of meiosis, Punnett square diagrams, and relationships between meiosis and the use of Punnett square diagrams revealed unique patterns in students' understandings of these topics. This research provides information for educators on students' acquisition of meaningful understandings of genetics. © 1996 John Wiley & Sons, Inc.

[1]  Joseph D. Novak,et al.  Learning Science and the Science of Learning , 1988 .

[2]  R. Driver,et al.  Theories-in-Action: Some Theoretical and Empirical Issues in the Study of Students' Conceptual Frameworks in Science , 1983 .

[3]  A comment on predicting genetics achievement in nonmajors college biology , 1989 .

[4]  Relationships between formal-operational thought and conceptual difficulties in genetics problem solving , 1989 .

[5]  R. Tolman Difficulties in Genetics Problem Solving , 1982 .

[6]  Joseph D. Novak,et al.  Learning How to Learn , 1984 .

[7]  Michael Dale,et al.  Students' Alternate Views of Meiosis , 1990 .

[8]  Peter Akinsola Okebukola,et al.  Attaining Meaningful Learning of Concepts in Genetics and Ecology: An Examination of the Potency of the Concept-Mapping Technique. , 1990 .

[9]  Anton E. Lawson,et al.  Formal Reasoning Ability and Misconceptions concerning Genetics and Natural Selection. , 1988 .

[10]  D. Campbell,et al.  EXPERIMENTAL AND QUASI-EXPERIMENT Al DESIGNS FOR RESEARCH , 2012 .

[11]  Edmund A. Marek,et al.  The learning cycle and elementary school science teaching , 1988 .

[12]  J. Stewart,et al.  Revising explanatory models to accommodate anomalous genetic phenomena: Problem solving in the “context of discovery” , 1995 .

[13]  D. Ausubel The psychology of meaningful verbal learning. , 1963 .

[14]  Sex-Related Differences in High School Science and Mathematics Enrollments: Do They Give Males a Critical Headstart Toward Science- and Math-Related Careers?. , 1983 .

[15]  D. Ausubel,et al.  A subsumption theory of meaningful verbal learning and retention. , 1962, The Journal of general psychology.

[16]  J. Stewart,et al.  High school students' understanding of chromosome/gene behavior during meiosis , 1989 .

[17]  Ann C. H. Kindfield Understanding a basic biological process: Expert and novice models of meiosis , 1994 .

[18]  A. Cavallo Do Females Learn Biological Topics by Rote More than Males. , 1994 .

[19]  James A. Stewart,et al.  Student problem solving in high school genetics , 1983 .

[20]  Jane Butler Kahle,et al.  An Investigation of High School Biology Textbooks as Sources of Misconceptions and Difficulties in Genetics and Some Suggestions for Teaching Genetics. , 1985 .

[21]  Mike U. Smith,et al.  Cognitive development, genetics problem solving, and genetics instruction: A critical review , 1992 .

[22]  A. Cavallo,et al.  Relationships between Students' Meaningful Learning Orientation and Their Understanding of Genetics Topics* , 1994 .

[23]  N. Entwistle,et al.  Understanding Student Learning , 1983 .

[24]  Anton E. Lawson,et al.  The reality of general cognitive operations , 1982 .

[25]  John R. Anderson The Architecture of Cognition , 1983 .

[26]  James H. Stewart,et al.  Difficulties Experienced by High School Students when Learning Basic Mendelian Genetics. , 1982 .

[27]  Edmund A. Marek,et al.  An educational theory base for science teaching , 1990 .

[28]  Anton E. Lawson,et al.  Predicting genetics achievement in nonmajors college biology , 1988 .