Development of An Inventory to Classify Task Commitment Type in Science Learning and Its Application to Classify Students' Types
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The purpose of this study is to develop an inventory to classify task commitment types of science learning and to classify highschool students' task commitment types. Firstly, inventory questions were designed following the literature analysis on the task commitment components which involve self confidence, high goal setting, and focused attention. Prototype inventory underwent the content validity test, pilot test, and reliability test. Through these steps, final inventory was input to 462 high school students and underwent the factor analysis and cluster analysis. Factor analysis confirmed three components of task commitment as the three factors of inventory questions. In order to find how many clusters exist, factors of developed inventory became new variables. Each factor's factor mean was calculated and served as the new variable of the cluster analysis. Cluster analysis extracted five clusters as task commitment types. The 5 clusters were suggested by the agglomarative schedule and dendrogram gained from a hierarchical cluster analysis with the setting of the Ward algorithm and Squared Euclidean distance. Based on the factor mean score, traits of each cluster could be drawn out. Inventory developed by this study is expected to be used to identify student commitment types and assess the effectiveness of task commitment enhancement programs.
Abstract
The purpose of this study is to develop an inventory to classify task commitment types of science learning and to classify highschool students' task commitment types. Firstly, inventory questions were designed following the literature analysis on the task commitment components which involve self confidence, high goal setting, and focused attention. Prototype inventory underwent the content validity test, pilot test, and reliability test. Through these steps, final inventory was input to 462 high school students and underwent the factor analysis and cluster analysis. Factor analysis confirmed three components of task commitment as the three factors of inventory questions. In order to find how many clusters exist, factors of developed inventory became new variables. Each factor's factor mean was calculated and served as the new variable of the cluster analysis. Cluster analysis extracted five clusters as task commitment types. The 5 clusters were suggested by the agglomarative schedule and dendrogram gained from a hierarchical cluster analysis with the setting of the Ward algorithm and Squared Euclidean distance. Based on the factor mean score, traits of each cluster could be drawn out. Inventory developed by this study is expected to be used to identify student commitment types and assess the effectiveness of task commitment enhancement programs.
참고문헌 (78)
- Anderson, P., "Using business theory to motivate undergraduate students in goal attainment : An empirical assessment and model for high level motivation and goal attainment", International Education Studies, 3(3), pp.26~31 (2010)
- Aznar, M. M., "Solving problems in genetics", International Journal of Science Education, 27(1), pp.101~121 (2005)
- Bakker, A. B., "The work-related flow inventory : Construction and initial validation of the WOLF", Journal of Vocational Behavior, 72, pp.400~414 (2008)
- Bandura, A., "Self-Efficacy : Toward a unifying theory of behavioral change", Psychological Review, 84, pp.191~215 (1977)
- Bandura, A., "Social foundation of thought and action: A social cognitive theory" (1986), Prentice Hall
- Bandura, A., "Self-efficacy: The exercise of control" (1997), W. H. Freeman
- Banerjee, A., "Robust Clustering, WIREs", Data Mining Knowledge Discovery, 2, pp.29~59 (2011)
- Blank, J., "Strengthening task commitment in preschool children", Young Exceptional Children, 7(11), pp.11~20 (2003)
- Butler, D. L., "Promoting effective task interpretation as an important work habit : A key to successful teaching and learning", Teachers College Record, 106, pp.1729~1758 (2004)
- Butler, D. L., "Feedback and self-regulated learning : A theoretical synthesis", Review of Educational Research, 65(3), pp.245~281 (1995)
- Csikszentmihalyi, M., "Finding flow: The psychology of engagement with everyday life" (1997), Basic Books
- Csikszentmihalyi, M., "Flow: The psychology of optimal experience" (2008), Harper
- De Corte, E., "Instructional psychology: Overview, In International encyclopedia of developmental and instructional psychology", pp.33~43 (1996), Elsevier
- Dodd, N. G., "A test of goal commitment as a moderator of the relationship between goal level and performance", Journal of Social Behavior and Personality, 11(2), pp.329~336 (1996)
- Doran, R. L., "Basic Measurement and Evaluation of Science Instruction" (1980), National Science Teachers Association
- Elliot, A. J., "Achievement goals, study strategies, and exam performance : A mediational analysis", Journal of Educational Psychology, 91, pp.549~563 (1999)
- Elliot, A. J., "Achievement goals and the hierarchical model of achievement motivation", Educational Psychology Review, 13, pp.139~156 (2001)
- Feldhusen, J. F., "Assessing and accessing creativity : An integrative review of theory, research, and development", Creativity Research Journal, 8(3), pp.231~247 (1995)
- Ferreira, M. M., "The impact of problem-based learning on student attitudes toward science, problem-solving skills, and sense of community in the classroom", Journal of Classroom Interaction, 47(1), pp.23~30 (2012)
- Fisdel, J. G., "An assessment tool for goal-setting in sporting environments" (1988), San Diego State University
- Ford, M. E., "Motivating humans: Goals, emotions, and personal agency" (1992), Sage
- Gagne, R. M., "Preparing the learner for new learning", Theory Into Practice, 19(1), pp.6~9 (1980)
- Granger, C. R., "The classification conundrum", The Science Teacher, 50, pp.43~44 (1983)
- Greene, B. A., "Influences on course performance : goals, perceived ability, and self regulation", Contemporary Educational Psychology, 21, pp.181~192 (1996)
- Greene, B. A., "Predicting high school students’cognitive engagement and achievement : Contribution of classroom perceptions and motivation", Contemporary Educational Psychology, 29, pp.462~482 (2004)
- Greene, J. A., "A theoretical review of Winne and Hadwin’s model of self-regulated learning : New perspectives and directions", Review of Educational Research, 77(3), pp.334~372 (2007)
- Hall, D. T., "A psychological success cycle and goal setting : goals, performance, and attitudes", The Academy of Management Journal, 20(2), pp.282~290 (1977)
- Handcock, M. S., "Model-based clustering for social networks", Journal of Royal Statistical Society, 2, pp.301~354 (2007)
- Harkins, S. G., "The effects of self-set goals on task performance", Journal of Applied Social Psychology, 30(1), pp.1~40 (2000)
- Hollenbeck, J. R., "Investigation of the construct validity of a self-report measure of goal commitment", Journal of Applied Psychology, 74(6), pp.951~956 (1989)
- Houtz, J. C., "Problem solving style, creative thinking, and problem solving confidence", Educational Research Quarterly, 33(1), pp.18~30 (2009)
- Imam, S. S., "General Self-efficacy Scale: Dimensionality, Internal consistency, and temporal stability", Culture, Knowledge and Understanding Conference (2007)
- Isaksen, S. G., "Celebrating 50 years of reflective practice : Versions of creative problem solving", Second Quater, 38(2), pp.75~101 (2004)
- Kell, C., "Does a problem-solving based curriculum develop lifelong learning skills in undergraduate students?", Physiotherapy, 89(9), pp.523~530 (2003)
- Keller, J. M., "Motivational Design for Learning and Performance; The ARCS Model Approach" (2010), Springer Publishing Company
- Kruschke, J. K., "Attention in learning", Directions in Psychological Science, 12(5), pp.171~175 (2003)
- 권용주, "선언적 과학 지식의 생성 과정에 대한 과학철학적 연구: 귀납적, 귀추적, 연역적 과정을 중심으로", 한국과학교육학회지, 23(3), pp.215~228 (2003), 한국과학교육학회
- 권용주, "분류 지식의 생성과 이해 형태 학습을 통한 학생들의 두뇌활성 변화", 한국과학교육학회지, 30(4), pp.487~497 (2010), 한국과학교육학회
- Kwon, Y. J., "Development of the Classification Ability Quotient Equation through the Analysis of Science Teachers’Classification Task", Secondary Education Research, 55(3), pp.21~43 (2007)
- Lee-Corbin, H., "Portraits of the able child : Highlights of case study research", High Abilities Studies, 9, pp.207~218 (1998)
- 이은경, "e-Learning 환경에서의 몰입(Flow) 경험을 위한 교수 학습 전략 연구", 컴퓨터교육학회 논문지, 10(1), pp.21~30 (2007), 한국컴퓨터교육학회
- Lemcool, K. E., "Effects of coaching on self-regulated learning strategy use and achievement in an entry-level nursing class", Doctor, pp.2007
- Ley, K., "Instructional principles for self-regulation", Educational Technology Research and Development, 49(2), pp.93~103 (2001)
- Locke, E. A., "Building a practically useful theory of goal setting and task motivation : A 35-year odyssey", American Psychologist, 57(9), pp.705~717 (2002)
- Locke, E. A., "New directions in Goal setting theory", Current Directions in Psychological Science, 15(5), pp.265~268 (2006)
- Marzano, R. J., "Dimensions of thinking: A framework for curriculum and instruction" (1988), Association for Supervision and Curriculum Development
- McCayk, K. D., "The effects of commitment to performance goals on effort", Journal of Applied Social Psychology, 17(5), pp.437~452 (1987)
- McHardy, R. J., "Ecological stewardship and gifted children", Gifted Child Today, 32(4), pp.16~23 (2009)
- Meece, J. L., "Student’s goal orientations and cognitive engagement in classroom activities", Journal of Educational Psychology, 80, pp.514~523 (1988)
- Meijer, J., "Metacognitive activities in text studying and problem solving : development of a taxonomy", Educational Research and Evaluation, 12, pp.209~237 (2006)
- Mendaglio, S., "Children who are gifted", ADHD, 1995, pp.18, 37~40
- Moilanen, K. L., "The adolescent selfregulatory inventory : The development and validation of a questionnaire of short-term and long-term self-regulation", Journal of Youth and Adolescence, 36, pp.835~848 (2007)
- Overton, G. K., "Requesting a commitment to change : Conditions that produce behavioral or attitudinal commitment", Journal of Continuing Education in the Health Professions, 28(2), pp.60~66 (2008)
- 박진선, "생물분류탐구과정에서 호르몬 변화를 이용한 부정감성예측모델 개발", 과학교육연구지, 34(2), pp.185~192 (2010), 과학교육연구소
- Pintrich, P. R., "Multiple goals, multiple pathways : The role of goal orientation in learning and achievement", Journal of Educational Psychology, 92(3), pp.544~555 (2000)
- Pintrich, P. R., "The role of metacognitive knowledge in learning, teaching, and assessing", Theory Into Practice, 41(4), pp.219~225 (2002)
- Prokop, P., "Is biology boring? Student attitudes toward biology", Journal of the biological education, 42(1), pp.36~39 (2007)
- Renzulli, J. S., "The schoolwide enrichment model: How-to guide for educational excellence" (1997), Creative Learning Press
- Renzulli, J. S., "The identification and development of giftedness as a paradigm for school reform", Journal of Science Education and Technology, 9(2), pp.95~114 (2000)
- Renzulli, J. S., "Emerging conceptions of giftedness : building a bridge to the new century", Exceptionality, 10(2), pp.67~75 (2002)
- Roeser, R. W., "Perceptions of the school psychological environment and early adolescents? selfappraisals and academic engagement : The mediating role of goals and belonging", Journal of Educational Psychology, 88, pp.408~422 (1996)
- Russo, C. F., "A comparative study of creativity and cognitive problem-solving strategies of high-IQ and average students", The Gifted Child Quarterly, 48(3), pp.179~190 (2004)
- Ryan, R. M., "Control and information in the intrapersonal sphere : An extension of cognitive evaluation theory", Journal of Personality and Social Psychology, 43, pp.450~461 (1982)
- Ryan, R. M., "Intrinsic and extrinsic motivations : classic definitions and new directions", Contemporary Educational Psychology, 25, pp.54~67 (2000)
- Schraw, G., "Metacognitive theories", Educational Psychology Review, 7, pp.351~371 (1995)
- Schellings, G. L. M., "Signaling task awareness in think-aloud protocols from students selecting relevant information from text", Metacognition Learning, 6, pp.65~82 (2011)
- Schwarzer, R., "The assessment of optimistic self-beliefs : Comparison of the Chinese, Indonesian, Japanese and Korean versions of the General Self-Efficacy Scale", Psychologia : An International Journal of Psychology in the Orient, 40(1), pp.1~13 (1997)
- Shawer, S. F., "Self-efficacy levels and student-teacher language teaching skills", Academic Leadership, 8(3), pp.1~26 (2010)
- Shernoff, D. J., "Student engagement in high school classrooms from the perspective of flow theory", School Psychology Quarterly, 18(2), pp.158~176 (2003)
- Smith, G. F., "Problem based learning: Can it improve managerial thinking?", Journal of Management Education, 29, pp.357~378 (2005)
- Somers, M. J., "Workrelated commitment and job performance : It’s also the nature of the performance that counts", Journal of Organizational Behavior, 19(6), pp.621~634 (1998)
- Spaulding, T. J., "Sustained selective attention skills of preschool children with specific language impairment: Evidence for separate attentional capacities", Journal of Speech, Language, and Hearing Research, 51, pp.16~34 (2008)
- Tuckman, B. W., "Group versus Goal setting effects on the self regulated performance of students differing in self-efficacy", The Journal of Experimental Education, 58(4), pp.291~298 (1990)
- van Someren, M. W., "The think aloud method: a practical guide to modelling cognitive processes" (1994), Academic press
- Vazquez-Bernal, B., "The process of change in a science teacher’s professional development : A case study based on the types of problems in the classroom", Science Education, 96(2), pp.337~363 (2012)
- Zimmerman, B. J., "Self-regulated learning and academic achievement : An overview", Educational Psychologist, 25, pp.3~17 (1990)
- Zimmerman, B. J., "Dimensions of academic self-regulation: A conceptual framework for education, In Self-regulation of learning and performance: Issues and educational applications" (1994), Erlbaum
- Zimmerman, B. J., "Becoming a selfregulated learner : An overview", Theory Into Practice, 41(2), pp.64~72 (2002)
