Applying Computerized Concept Maps in Guiding Pupils to Reason and Solve Mathematical Problems: The Design Rationale and Effect

The capability of solving fundamental mathematical problems is essential to elementary school students; however instruction based on ordinary narration usually perplexes students. Concept mapping is well known for its effectiveness on assimilating and organizing knowledge, which is essential to meaningful learning. A variety of concept map-based instruction and assessment methods and software tools have been successfully applied to improve learning in diverse disciplines. This article presents a software tool that applies concept mapping and aims to train students in analyzing mathematical problems precisely and then solving them correctly. Additionally, an experiment investigating the tool's impact on children's capability of solving mathematical problems is reported. The experiment revealed that incorporating concept maps into the instruction process can successfully strengthen students' ability of reasoning and solving mathematical problems. Besides the quantitative analysis, an interview reflected that most students were inclined to use the tool as well as the approach that instructed learners how to reason and solve mathematical problems.

[1]  M. Valcke,et al.  Mathematics learning difficulties in primary education: teachers’ professional knowledge and the use of commercially available learning packages , 2010 .

[2]  C A Nelson,et al.  Learning to Learn , 2017, Encyclopedia of Machine Learning and Data Mining.

[3]  Steffen Schaal Cognitive and motivational effects of digital concept maps in pre-service science teacher training , 2010 .

[4]  Carol G. Williams,et al.  Using Concept Maps to Assess Conceptual Knowledge of Function , 1998 .

[5]  N. Z. Hampton,et al.  Learning disabilities, gender, sources of efficacy, self-efficacy beliefs, and academic achievement in high school students. , 2003 .

[6]  Linda A. Bolte Using Concept Maps and Interpretive Essays for Assessment in Mathematics , 1999 .

[7]  Ian M. Kinchin,et al.  Reconsidering the Dimensions of Expertise: From Linear Stages towards Dual Processing. , 2010 .

[8]  Richard K. Coll,et al.  A comparative study of the effects of a concept mapping enhanced laboratory experience on Turkish high school students’ understanding of acid-base chemistry , 2009 .

[9]  L. Siegel,et al.  Academic and Cognitive Characteristics of Persistent Mathematics Difficulty from First through Fourth Grade , 2010 .

[10]  Peter Akinsola Okebukola,et al.  Can Good Concept Mappers be Good Problem Solvers in Science , 1992 .

[11]  Christof Wecker,et al.  Computer literacy and inquiry learning: when geeks learn less , 2007, J. Comput. Assist. Learn..

[12]  S. K. Ingeç,et al.  Analysing Concept Maps as an Assessment Tool in Teaching Physics and Comparison with the Achievement Tests , 2009 .

[13]  Marcia L. Rock Graphic Organizers , 2004 .

[14]  Mehmet Buldu,et al.  Concept mapping as a formative assessment in college classrooms: Measuring usefulness and student satisfaction , 2010 .

[15]  Simone C. O. Conceição,et al.  Advancing Concept Map Research: A Review of 2004 and 2006 CMC Research , 2008 .

[16]  Regina Juchun Chu,et al.  How family support and Internet self-efficacy influence the effects of e-learning among higher aged adults - Analyses of gender and age differences , 2010, Comput. Educ..

[17]  P. Lachenbruch Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[18]  Jeng-Yi Tzeng Designs of concept maps and their impacts on readers' performance in memory and reasoning while reading , 2010 .

[19]  Marcelo Milrad,et al.  An innovative concept map approach for improving students' learning performance with an instant feedback mechanism , 2012, Br. J. Educ. Technol..

[20]  L. Fuchs,et al.  Do Word-Problem Features Differentially Affect Problem Difficulty as a Function of Students' Mathematics Difficulty With and Without Reading Difficulty? , 2009, Journal of learning disabilities.

[21]  Joseph D. Novak,et al.  Clarify with Concept Maps. , 1991 .

[22]  Douglas A. Lapp,et al.  Student connections of linear algebra concepts: an analysis of concept maps , 2010 .

[23]  Sandee L. Hicks-Moore Clinical concept maps in nursing education: An effective way to link theory and practice. , 2005, Nurse education in practice.

[24]  M. Hannula Affect in Mathematics Education , 2019, Encyclopedia of Mathematics Education.

[25]  Nonie K. Lesaux,et al.  The Mathematics Skills of Children with Reading Difficulties. , 2010 .

[26]  A. Ryve Can collaborative concept mapping create mathematically productive discourses? , 2004 .

[27]  A. W. Evans,et al.  TPL-KATS - concept map: a computerized knowledge assessment tool , 2003, Comput. Hum. Behav..

[28]  J. Wilhelm Gender Differences in Lunar‐related Scientific and Mathematical Understandings , 2009 .

[29]  John Marangos,et al.  Effectiveness of concept maps in economics: Evidence from Australia and USA , 2007 .

[30]  Ian M. Kinchin,et al.  Using PowerPoint as a lens to focus on linearity in teaching , 2008 .

[31]  M. Öçal,et al.  Pre-service mathematics teachers’ views about proof by using concept maps , 2010 .

[32]  Chin-Chung Tsai,et al.  IDENTIFYING SENIOR HIGH SCHOOL STUDENTS’ MISCONCEPTIONS ABOUT STATISTICAL CORRELATION, AND THEIR POSSIBLE CAUSES: AN EXPLORATORY STUDY USING CONCEPT MAPPING WITH INTERVIEWS , 2009 .

[33]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[34]  Derar Serhan,et al.  Using Concept Maps as an Instructional Tool in Calculus , 2011 .

[35]  Markku S. Hannula,et al.  Affect in Mathematics Education: An Introduction , 2006 .