The role of metacognitive skills in developing critical thinking

The study investigated the influence of metacognition on critical thinking skills. It is hypothesized in the study that critical thinking occurs when individuals use their underlying metacognitive skills and strategies that increase the probability of a desirable outcome. The Metacognitive Assessment Inventory (MAI) by Schraw and Dennison (Contemporary Educational Psychology 19:460–475, 1994), which measures regulation of cognition and knowledge of cognition, and the Watson-Glaser Critical Thinking Appraisal (WGCTA) with the factors inference, recognition of assumptions, deduction, interpretations, and evaluation of arguments were administered to 240 college students from different universities in the National Capital Region in the Philippines. The Structural Equations Modeling (SEM) was used to determine the effect of metacognition on critical thinking as latent variables. Two models were tested: (1) In the first model, metacognition is composed of two factors while (2) in the second model, metacognition has eight factors as they affect critical thinking. The results indicated that in both models, metacognition has a significant path to critical thinking, p < .05. The analysis also showed that for both metacognition and critical thinking, all underlying factors are significant. The second model had a better goodness of fit as compared with the first as shown by the RMSEA value and other fit indices.

[1]  Gregory Schraw,et al.  Issues in the measurement of metacognition , 2000 .

[2]  F. Weinert,et al.  Metacognition, motivation, and understanding , 1987 .

[3]  E. Glaser Watson-Glaser Critical Thinking Appraisal ® , 2008 .

[4]  R. Lesh,et al.  Acquisition of mathematics concepts and processes , 1983 .

[5]  D. Krathwohl A Revision of Bloom's Taxonomy: An Overview , 2002 .

[6]  Gregory Schraw,et al.  Assessing metacognitive awareness , 1994 .

[7]  C. R. Bunning,et al.  The Reflective Practitioner: A Case Study , 1992 .

[8]  V. Grau,et al.  The development of two observational tools for assessing metacognition and self-regulated learning in young children , 2009 .

[9]  Nilgün Tatar,et al.  Exploratory and Confirmatory Factor Analysis of the Metacognition Scale for Primary School Students , 2009 .

[10]  Beverly E. Cox,et al.  Emergent Metacognition: A Study of Preschoolers' Literate Behavior , 1999 .

[11]  Leonard S. Kogut Critical Thinking in General Chemistry , 1996 .

[12]  Masamichi Yuzawa,et al.  The Effects of Social Cues on Confidence Judgments Mediated by Knowledge and Regulation of Cognition , 2001 .

[13]  Yael Kali,et al.  The Effect of an Earth-Science Learning Program on Students' Scientific Thinking Skills , 2005 .

[14]  J. Flavell Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry. , 1979 .

[15]  Alice F. Artz,et al.  Development of a Cognitive-Metacognitive Framework for Protocol Analysis of Mathematical Problem Solving in Small Groups , 1992 .

[16]  J. Tuovinen,et al.  A comparison of cognitive load associated with discovery learning and worked examples , 1999 .

[17]  Barry K. Beyer,et al.  Improving Thinking Skills ? Defining the Problem , 1984 .

[18]  Eleanor Armour-Thomas,et al.  Construct Validation of Metacognition , 1993 .

[19]  J. Flavell Speculations about the nature and development of metacognition , 1987 .

[20]  William B. Michael,et al.  An Evaluation by a Panel of Psychologists of the Reliability and Validity of Two Tests of Critical Thinking , 1983 .

[21]  Pui-wan Cheng,et al.  Metacognition and Giftedness: The State of the Relationship , 1993 .

[22]  Carlo P. Magno,et al.  Self-Regulation, Self-Efficacy, Metacognition, and Achievement Goals in High School and College Adolescents , 2008 .

[23]  J. Michael Spector,et al.  Handbook of Research on Educational Communications and Technology, 3rd Edition , 2012 .

[24]  D. Halpern Teaching critical thinking for transfer across domains. Dispositions, skills, structure training, and metacognitive monitoring. , 1998, The American psychologist.

[25]  P. Pintrich The Role of Metacognitive Knowledge in Learning, Teaching, and Assessing , 2002 .

[26]  Bettina Dahl,et al.  Analysing Cognitive Learning Processes through Group Interviews of Successful High School Pupils: Development and Use of a Model , 2004 .

[27]  D. Kuhn,et al.  Metacognition: A Bridge Between Cognitive Psychology and Educational Practice , 2004 .

[28]  S. Paris,et al.  How metacognition can promote academic learning and instruction. , 1990 .

[29]  A. Schoenfeld Cognitive Science and Mathematics Education , 1987 .

[30]  D. Newman,et al.  A Content Analysis Method to Measure Critical Thinking in Face-to-Face and Computer Supported Group Learning , 1995 .

[31]  J. Elster Making Sense of Marx , 1986 .

[32]  Ann L. Brown,et al.  How people learn: Brain, mind, experience, and school. , 1999 .

[33]  Beau Jones,et al.  Dimensions of thinking and cognitive instruction , 1990 .

[34]  R. Paul,et al.  Critical thinking : how to prepare students for a rapidly changing world , 1995 .

[35]  P. Moss,et al.  Investigating the Validity of a Locally Developed Critical Thinking Test , 1991 .

[36]  S. Stein What's All the Fuss About? , 1996 .

[37]  A Desoete,et al.  Metacognition and Mathematical Problem Solving in Grade 3 , 2001, Journal of learning disabilities.

[38]  D R Krathwohl,et al.  A REVISION OF BLOOMS TAXONOMY: AN OVERVIEW , 2002 .

[39]  Carlo P. Magno,et al.  Investigating the Effect of School Ability on Self-Efficacy, Learning Approaches, and Metacognition , 2009 .

[40]  Peggy A. Ertmer,et al.  The expert learner: Strategic, self-regulated, and reflective , 1996 .

[41]  Robert M. Bernard,et al.  Exploring the structure of the Watson–Glaser Critical Thinking Appraisal: One scale or many subscales? , 2008 .

[42]  D. Halpern Teaching critical thinking for transfer across domains. , 1998 .

[43]  L. Baker Metacognition, comprehension monitoring, and the adult reader , 1989 .

[44]  R. Sternberg Thinking and problem solving , 1994 .

[45]  John D. Bransford,et al.  Teaching Thinking and Problem Solving. , 1986 .

[46]  A. Efklides Metacognition Defining : Its Facets and Levels of Functioning in Relation to Self-Regulation and Co-regulation , 2008 .

[47]  Alan H. Schoenfeld,et al.  Episodes and Executive Decisions in Mathematical Problem Solving. , 1981 .

[48]  J. Elshout,et al.  Changes in the relation between cognitive and metacognitive skills during the acquisition of expertise , 1999 .

[49]  S. C. Choy,et al.  Teacher Perceptions of Critical Thinking Among Students and its Influence on Higher Education , 2009 .

[50]  Burke Johnson Toward a New Classification of Nonexperimental Quantitative Research , 2001 .

[51]  C. Weinstein,et al.  Self-regulated learning: The interactive influence of metacognitive awareness and goal-setting , 1992 .

[52]  J. Kincheloe,et al.  Critical thinking and learning : an encyclopedia for parents and teachers , 2004 .