DOI QR코드

DOI QR Code

The Development of Instruments for the Measuring Science State Curiosity and Anxiety in Science Learning

과학 상태호기심 및 과학 상태불안 측정도구 개발

  • Received : 2020.08.18
  • Accepted : 2020.10.27
  • Published : 2020.10.31

Abstract

The purpose of this study was to develop an instrument for the measuring students' state curiosity and anxiety by dividing science learning context into three stages: when confronting scientific task, checking the results, learning science concepts, and verify the validity and reliability of the measurement tools developed. For this purpose, based on the theoretical background of various prior studies, science state curiosity and science state anxiety were defined in three stages of the learning context, and preliminary items were developed according to these definitions. The preliminary items were developed with the same number and the basic framework for each stage to identify changes in state curiosity and anxiety. Some preliminary items were refined during the confirming face validity and content validity. As a result of the exploratory and confirmatory factor analysis, the measurement tool consisted of five items of state curiosity and five items of state anxiety (two factors, ten items) at each stage, and confirmed the construct validity of the measurement tool. The Cronbach alpha was 0.8 or higher for each factor or for all items. This measurement tool is meaningful in that it can measure the state curiosity and anxiety applicable in three stages of science learning context and identify the changes.

본 연구의 목적은 과학 학습 상황을 과학 문제 대면, 결과 확인, 과학 개념 학습의 세 단계로 구분하여 학생들의 상태호기심 및 상태불안을 측정할 수 있는 도구를 개발하고, 개발한 측정도구의 타당도와 신뢰도를 검증하는 것이다. 이를 위해 여러 선행연구의 이론적 배경을 바탕으로 과학 상태호기심과 과학 상태불안을 세 단계의 학습 상황에 맞게 정의하였고, 이 정의에 맞게 예비 문항을 개발하였다. 예비 문항은 상태호기심 및 상태불안의 변화도 파악할 수 있도록 단계별로 문항 수와 기본틀이 동일하게 개발하였다. 안면타당도와 내용 타당도 검증과정에서 일부 예비 문항을 수정하였다. 탐색적 및 확인적 요인분석 결과 본 측정도구는 각 단계별로 상태호기심 5 문항과 상태불안 5 문항(2 요인 10 문항)으로 구성되었고, 본 측정도구의 구인타당도를 확보하였다. 크론바흐 알파값은 요인별, 전체문항별 모두 0.8 이상이 나왔다. 본 측정도구는 세 단계의 과학 학습 상황에 맞게 상태호기심 및 상태불안을 측정하고 그 변화를 파악할 수 있다는 점에서 의미있다.

Keywords

References

  1. Ainley, M. D. (1987). The Factor Structure of Curiosity Measure; Breadth and Depth of Interest Curiosity Styles. Australian Journal of Psychology, 39(1), 53-59. https://doi.org/10.1080/00049538708259035
  2. Alsop, S., &Watts, M. (2003). Science education and affect. International Journal of Science Education, 25(9), 1043-1047. https://doi.org/10.1080/0950069032000052180
  3. Alvaro, R. A. (1978). The effectiveness of a science therapy program upon science anxious undergraduates. Doctorial dissertation, Loyola University Chicago.
  4. Anderson, L. W. (1981). Assessing affective characteristics in the school. Boston, Mass: Allyn and Bacon, Inc.
  5. Anderson, J. C., & Gerbing, D. W. (1984). The effect of sampling error on convergence, improper solutions and goodness-of-fit indices for maximum likelihood confirmatory factor analysis. Psychometrika, 49(2), 155-173. https://doi.org/10.1007/BF02294170
  6. Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411-423. https://doi.org/10.1037/0033-2909.103.3.411
  7. Arnone, M. P., & Grabowsky, B. L. (1994). Curiosity as a personality variable influencing learning in a learner controlled lesson with and without advisement. Educational Technology Research and Development, 42(1), 5-20. https://doi.org/10.1007/BF02298167
  8. Arnone, M. P., Small, R. V., Chauncey, S. A., & McKenna, H. P. (2011). Curiosity, interest and engagement in technology-pervasive learning environments: a new research agenda. Educational Technology Research and Development, 59(2), 181-198. https://doi.org/10.1007/s11423-011-9190-9
  9. Bados, A., Gomez-Benito, J., & Balaguer, G. (2010). The State-Trait Anxiety Inventory, trait version: Does it really measure anxiety? Journal of Personality Assessment, 92(6), 560-567. https://doi.org/10.1080/00223891.2010.513295
  10. Bathgate, M. E., Schunn, C. D., & Correnti, R. (2014). Children’s motivation toward science across contexts, manner of interaction, and topic. Science Education, 98(2), 189-215. https://doi.org/10.1002/sce.21095
  11. Bergin, D. (1999). Influences on classroom interest. Educational Psychologist, 34(2), 87-98. https://doi.org/10.1207/s15326985ep3402_2
  12. Berlyne, D. E. (1954). A theory of human curiosity. British Journal of Psychology, 45(3), 180-191.
  13. Berlyne, D. E. (1957). Determinants of human perceptual curiosity. Journal of Experimental Psychology, 53(6), 399-404. https://doi.org/10.1037/h0049194
  14. Berlyne, D. E. (1960). Conflict, arousal, and curiosity. New York: McGraw-Hill.
  15. Bieling, P. J., Antony, M. M., & Swinson, R. P. (1998). The State-Trait Anxiety Inventory, Trait version: Structure and content re-examined. Behaviour Research and Therapy, 36(7-8), 777-788. https://doi.org/10.1016/S0005-7967(98)00023-0
  16. Blalock, C. L., Lichtenstein, M. J., Owen, S., Pruski, L., Marshall, C., & Toepperwein, M. (2008). In pursuit of validity: A comprehensive review of science attitude instruments 1935-2005. International Journal of Science Education, 30(7), 961-977. https://doi.org/10.1080/09500690701344578
  17. Bloom, B. S. (1976). Human Characteristics and School Learning. New York: McGraw-Hill.
  18. Borowske, K. (2005). Curiosity and Motivation-to-learn. Paper presented at the Twelfth ACRL National Conference. Minneapolis, MN.
  19. Boscolo, P., Ariasi, N., Del Favero, L., & Ballarin, C. (2011). Interest in an expository text: How does it flow from reading to writing? Learning and instruction, 21(3), 467-480. https://doi.org/10.1016/j.learninstruc.2010.07.009
  20. Bowler, L. (2010). The Self-Regulation of Curiosity and Interest During the Informantion Search Process of Adolescnet Students. Journal of the American Society for Information Science and Technology, 61(7), 1332-1344. https://doi.org/10.1002/asi.21334
  21. Boyle, G. J. (1979). Delimitation of state-trait curiosity in relation to state anxiety and learning task performance. Australian Journal of Education, 23(1), 70-82. https://doi.org/10.1177/000494417902300109
  22. Boyle, G. J. (1983). Critical Review of State-Trait Curiosity Test Development. Motivation and Emotion, 7(4), 377-397. https://doi.org/10.1007/BF00991647
  23. Boyle, G. J. (1992). Multidimensional Mood State Inventory (MMSI). St. Lucia, Queensland: Department of Psychology, University of Queensland.(Revised 2012).
  24. Broadhurst, P. L. (1959). The interaction of task difficulty and motivation: The Yerkes-Dodson law revived. Acta Psychologia, 16, 321-338. https://doi.org/10.1016/0001-6918(59)90105-2
  25. Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136-162). Newbury Park, CA: Sage.
  26. Burton, D. (1998). Measuring competitive state anxiety. In J. L. Duda (Eds.), Advances in sport and exercise psychology measurement (pp. 129-148). Morgantown: Fitness Information Technology, Inc.
  27. Caci, H., Bayle, F. J., Dossios, C., Robert, P., & Boyer, P. (2003). The Spielberger trait anxiety inventory measures more than anxiety. European Psychiatry, 18(8), 394-400. https://doi.org/10.1016/j.eurpsy.2003.05.003
  28. Cassady, J. C., & Johnson, R. E. (2002). Cognitive test anxiety and academic performance. Contemporary Educational Psychology, 27(2), 275-295.
  29. Castenada, A., McCandless, B. R., & Palermo, D. S. (1956). The Children’s Form of the Manifest Anxiety Scale. Child Development, 27(3), 317-326. https://doi.org/10.2307/1126201
  30. Choi, C. H., & You, Y. Y. (2017). The Study on the comparative analysis of EFA and CFA. Journal of Digital Convergence, 15(10), 103-111. https://doi.org/10.14400/JDC.2017.15.10.103
  31. Chung, A., Wong, E., & Griffiths, S. (2007). Content validity of the intergrative medicine attitude questionnaire: Perspectives of a Hong Kong Chinese expert panel. Journal of Alternative and Complementary Medicine, 13(5), 563-570. https://doi.org/10.1089/acm.2007.6222
  32. Collins, R. P., Litman, J. A., & Spielberger, C. D. (2004). The measurement of perceptual curiosity. Personality and Individual Differences, 36(5), 1127-1141. https://doi.org/10.1016/S0191-8869(03)00205-8
  33. Covington, M. V. (1992). Making the grade: A self-worth perspective on motivation and school reform. Cambridge, UK: Cambridge University Press.
  34. Cox, R. H., Martens, M. P., & Russell, W. D. (2003). Measuring Anxiety in Athletics: The Revised Competitive State Anxiety Inventory-2. Journal of sport & exercise psychology, 25(4), 519-533. https://doi.org/10.1123/jsep.25.4.519
  35. Czerniak, C., & Chiarelott, L. (1984). Science Anxiety: An investigation of Science Achievement, Sex and Grade Level Factors. Paper presented at the Annual Meeting of the American Educational Research Association (68th, NewOrleans, LA, Apriil 23-27)
  36. Dalgety, J., Coll, R. K., & Jones, A. (2003). Development of chemistry attitude and experiences questionnaire(CAEQ). Journal of Research in Science Teaching, 40(4), 649-668. https://doi.org/10.1002/tea.10103
  37. Day, H. I. (1982). Curiosity and the interested explorer. Performance and Instruction, 21(4), 19-22. https://doi.org/10.1002/pfi.4170210410
  38. Deacy, A. D., Gayes, L. A., De Lurgio, S., & Wallace, D. P. (2016). Adaptation of the State-Trait Inventory for Cognitive and Somatic Anxiety for Use in Children: A Preliminary Analysis. Journal or Pediatric Psychology, 41(9), 1033-1043. https://doi.org/10.1093/jpepsy/jsw030
  39. Eggen, P. & Kauchak, D. (2010). Educational Psychology: Windows on Classrooms. Pearson. [신종호 역 (2014). 교육심리학. 학지사.]
  40. Eloise Olson(1986). Measurement of Curiosity in junior high school students. Retrospective Theses and Dissertations.
  41. Endler, N. S., Cox, B. J., Parker, J. D. A., & Bagby, R. M. (1992). Self-Reports of Depression and State-Trait Anxiety: Evidence for Differential Assessment. Journal of Personality and Social Psychology, 63(5), 832-838. https://doi.org/10.1037/0022-3514.63.5.832
  42. Eysenck, M. W. (1992). Anxiety: The cognitive perspective. Hobe, UK: Erlbaum.
  43. Field, A. (2009). Discovering statistics using SPSS: Introducing statistical method (3rd ed.). Thousand Oaks, CA: Sage Publications.
  44. Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382-388. https://doi.org/10.1177/002224378101800313
  45. Fortus, D. (2014). Attending to affect. Journal of Research in Science Teaching, 51(7), 821-835. https://doi.org/10.1002/tea.21155
  46. Gorsuch, R. L. (1983). Factor analysis (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.
  47. Gros, D. F., Antony, M. M., Simms, L. J.,& McCabe, R. E. (2007). Psychometric properties of the State-Trait Inventory for Cognitive and Somatic Anxiety (STICSA): comparison to the State-Trait Anxiety Inventory (STAI). Psychological Assessment, 19(4), 369-381. https://doi.org/10.1037/1040-3590.19.4.369
  48. Grossnickle, E. M. (2016). Disentangling Curiosity: Dimensionality, Definitions, and Distinctions from Interest in Educational Contexts. Educational Psychology Review, 28(1), 23-60. https://doi.org/10.1007/s10648-014-9294-y
  49. Gruber, M. J., Gelman, B. D., & Ranganath, C. (2014). State of Curiosity Modulate Hippocampus-Dependent Learning via the Dopaminergic Circuit. Neuron, 84(2), 486-496. https://doi.org/10.1016/j.neuron.2014.08.060
  50. Guzeller, O. C. & Dogru, M. (2012). Development of Science Anxiety Scale for Primary School Students. Social Indicators Research, 109(2), 189-202. https://doi.org/10.1007/s11205-011-9894-6
  51. Ha, U. K., & Cho, H. (2016). Development and Validation of Creative Self-Efficacy Scale for College Students. The Korean Journal of School Psychology, 13(1), 55-78. https://doi.org/10.16983/kjsp.2016.13.1.55
  52. Hamilton, M. (1959). The assessment of anxiety states by rating. British Journal of Medical Psychology, 32(1), 50-55. https://doi.org/10.1111/j.2044-8341.1959.tb00467.x
  53. Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis (6th ed.). Upper Saddle River, NJ: Prentice-Hall.
  54. Harty, H., & Beall, D. (1984). Toward the Development of a Children’s Science Curiosity Measure. Journal of Research in Science Teaching, 21(4), 425-436. https://doi.org/10.1002/tea.3660210410
  55. Hebb, D. O. (1955). Drives and the CNS(conceptual nervous system). Psychological Review, 62(4), 243-254. https://doi.org/10.1037/h0041823
  56. Hembree, R. (1988). Correlates, causes, and treatment of test anxiety. Review of Educational Research. 58(1), 47-77. https://doi.org/10.3102/00346543058001047
  57. Henderson, B., Charlesworth, W. R., & Gamradt, J. (1982). Children’s exploratory behavior in a novel field setting. Ethology and Sociobiology, 3(2), 93-99. https://doi.org/10.1016/0162-3095(82)90004-8
  58. Henderson, B., & Moore, S. G. (1979). Measuring exploratory behavior in young children: A factor-analytic study. Developmental Psychology, 15(2), 113-119. https://doi.org/10.1037/0012-1649.15.2.113
  59. Hermes, J. G. (1985). The Comparative Effectiveness of a Science Anxiety Group and a Stress Management Program in the Treatment of Science anxious College Students. Doctorial dissertation, Loyola University Chicago.
  60. Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111-127. https://doi.org/10.1207/s15326985ep4102_4
  61. Hoehn-Saric, E., Maisami, M., & Weigand, D. (1987). Measurement of anxiety in children and adolescent using semistructural interviews. Journal of the American Academy of Child Psychiatry, 26(4), 541-545. https://doi.org/10.1097/00004583-198707000-00014
  62. Hong, J. C., Hwang, M. Y., Tai, K. H., & Tsai, C. R. (2017). An Exploration of Students’ Science Learning Interest Related to Their Cognitive Anxiety, Cognitive Load, Self-Confidence and Learning Progress Using Inquiry-Based Learning With an iPad. Research in Science Education, 47(6), 1193-1212. https://doi.org/10.1007/s11165-016-9541-y
  63. Hong, S. H. (2000). The Criteria for Selecting Appropriate Fit Indices in Structural Equation Modeling and Their Rationales. Korean Journal of Clinical Psychology, 19(1), 161-177.
  64. Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
  65. Jaber, L. Z. & Hammer, D. (2016). Learning to feel like a scientist. Science Education, 100(2), 189-220. https://doi.org/10.1002/sce.21202
  66. Jeon, J. Y. (2014). Development and Construct Validation of the Achievement Emotions Questionnaire-Korean Middle school Science(AEQ-KMS). Journal of the Korean Association for Science Education, 34(8), 745-754. https://doi.org/10.14697/jkase.2014.34.8.0745
  67. Jirout, J., & Klahr, D. (2012). Children’s scientific curiosity: In search of an operational definition of an elusive concept. Developmental Review, 32(2), 125-160. https://doi.org/10.1016/j.dr.2012.04.002
  68. Kang, M. J., Hsu, M., Krajbich, I. M., Loewenstein, G., McClure, S. M., Wang, J. T.-Y., & Camerer, C. F. (2009). The wick in the candle of learning: epistemic curiosity activates reward circuitry and enhances memory. Psychological Science, 20(8), 963-973. https://doi.org/10.1111/j.1467-9280.2009.02402.x
  69. Kashdan, T. B. & Silvia, P. J. (2009). Curiosity and interest: The benefits of thriving on novelty and challenge. In S. J. Lopez & C. R. Snyder (Eds.), Oxford library of psychology. Oxford handbook of positive psychology (pp. 367-374). Oxford University Press.
  70. Kashdan, T. B., Rose, P., & Fincham, F. D. (2004). Curiosity and Exploration: facilitating positive subjective experience and personal growth opportunities, Journal of Personality Assessment, 83(2), 291-305. https://doi.org/10.1207/s15327752jpa8203_05
  71. Kashdan, T. B., Gallagher, M. W., Silvia, P. J., Winterstein, B. P., Breen, W. E., Terhar, D., & Steger, M. F. (2009). The curiosity and exploration inventory-II: Development, factor structure, and psychometrics. Journal of Research in Personality, 43(6), 987-998. https://doi.org/10.1016/j.jrp.2009.04.011
  72. Kashdan, T. B., & Roberts, J. E. (2004). Trait and state curiosity in the genesis of intimacy: Differentiation from related constructs. Journal of Social and Clinical Psychology, 23(6), 792-816. https://doi.org/10.1521/jscp.23.6.792.54800
  73. Kang, J., & Kim, J. (2020). Analysis of the Relationship between Familiarity, Feeling of Knowing, State Curiosity, and State Anxiety of Elementary School Students in the Thermal Task Contexts. Journal of Korean Elementary Science Education, 39(3), 433-448. https://doi.org/10.15267/KESES.2020.39.3.433
  74. Kim, C. (2016). Misuse of Exploratory Factor Analysis and Its Remedies, 17(1), 1-29.
  75. Kim, H. N., Chung, W. H., & Jeong, J. W. (1998). National Assessment System Development of Science-Related Affective Domain. Journal of the Korean Association for Science Education, 18(3), 357-369.
  76. Kim, J. H. (1999). The Development of an Instrument for the Measuring Cognitive Conflict Levels of Middle School Students Confronted with an Anomalous Situation in Science Learning. Master's thesis, Korea National University of Education.
  77. Kim, Y. M. (2016). The Conceptualization, Model, Measurement, and Education of Curiosity: Overview and Suggestions. Ph. D. thesis, Chonbuk National University.
  78. Kim, Y. & Bao, L. (2008). Assessment of Students’ Cognitive Conflict and Anxiety. Journal of the Korean Association for Science Education, 28(3), 227-240.
  79. Kline, R. B. (2005). Principles and Practice of Structural Equation Modeling. New York, London: Guilford Press.
  80. Kline, R. B. (2016). Principles and Practice of Structural Equation Modeling (4th ed.) New York: The Guilford Press. (p. 77)
  81. Korean Educational Development Institute(KEDI) (2019). The number of schools and students by grade and regional size. Retrieved(2019.10.24.) from http://kess.kedi.re.kr/index
  82. Krapp, A., & Prenzel, M. (2011). Research on Interest in Science: Theories, methods, and findings. International Journal of Science Education, 33(1), 27-50. https://doi.org/10.1080/09500693.2010.518645
  83. Krejcie, R. V., & Morgan, D. M. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. https://doi.org/10.1177/001316447003000308
  84. Kwon, H. G. (1999). The Development of an Instrument for the Measuring Cognitive Conflict Levels of High School Students Confronted with an Anomalous Situation in Science Learning. Master's thesis, Korea National University of Education.
  85. Landers, D. M. (1980). The Arousal-Performance Relationship Revisited. Research Quarterly for Excercise and Sport, 51(1), 77-90. https://doi.org/10.1080/02701367.1980.10609276
  86. Landrum, A. R., Hilgard, J., Akin, H., Li, N., & Kahan, D. M. (2016). Measuring Interest in Science: The Science Curiosity Scale. 10.13140/RG.2.1.3352.8727/1.
  87. Langevin, R. (1971). Is curiosity a unitary construct? Canadian Journal of Psychology, 25(4), 360-374. https://doi.org/10.1037/h0082397
  88. Laukenmann, M., Bleicher, M., Fus, S., Glaser-Zikuda, M., Mayring, P., & Rhoneck, C. (2003). An investigation on the influence of emotions on learning in physics. International Journal of Science Education, 25(4), 489-507. https://doi.org/10.1080/09500690210163233
  89. Lawshe, C. H. (1975). A Quantitative approach to content validity. Personnel Psychology, 28(4), 563-575. https://doi.org/10.1111/j.1744-6570.1975.tb01393.x
  90. Lee, D. G., Yang, N. M., & Park, H. J. (2013). Domains of Self-esteem Appraisal Scale for Koreans (DoSEAS-K): Scale Development and Validation. Korean Journal of Psychology: General, 32(1), 271-298.
  91. Lee, J. C. (1992). Development of the science anxiety measurement scale and analysis of the tendency about the secondary school students' science anxiety. Ph. D. thesis, Korea National University of Education.
  92. Lee G, Kwon, J., Park, S., Kim, J., Kwon, H., & Park, H. (2003). Development of an Instrument for the Measuring Cognitive Conflict in Secondary-Level Science Classes. Journal of research in science teaching, 40(6), 585-603. https://doi.org/10.1002/tea.10099
  93. Leherissey, B. L. (1971). The development of a measure of state epistemic curiosity (Tech. Memo No. 34). Tallahassee: Florida State University.
  94. Leherissey, B. L., O’Neil, H. F., & Hansen, D. N. (1971). Effects of memory support on state anxiety and performance in computer-assisted learning. Journal of Educational Psychology, 62(5), 413-420. https://doi.org/10.1037/h0031635
  95. Lester, D. (1968). The effect of fear and anxiety on exploration and curiosity: toward a theory of exploration. The journal of General Psychology, 79(1), 105-120. https://doi.org/10.1080/00221309.1968.9710458
  96. Levitt, E. E. (1980). The psychology of anxiety (2nd ed.). Lawence Erlbaum, Hillsdale.
  97. Liebert, R. M., & Morris, L. W. (1967). Cognitive and emotional components of test anxiety: A distinction and some initial data. Psychological Reports, 20(3), 975-978. https://doi.org/10.2466/pr0.1967.20.3.975
  98. Lim, K. H. & Lim, Y. (2007). Educational Psychology [교육심리학], Seoul: hakjisa.
  99. Litman, J. A. (2008). Interest and deprivation factors of epistemic curiosity. Personality and Individual Differences, 44(7), 1585-1595. https://doi.org/10.1016/j.paid.2008.01.014
  100. Litman, J. A. (2010). Relationships between measures of I- and D-type curiosity, ambiguity tolerance, and need for closure: an initial test of the wanting-liking model of information seeking. Personality and Individual Differences, 48(4), 397-402. https://doi.org/10.1016/j.paid.2009.11.005
  101. Litman, J. A., Crowson, H. M., & Kolinski, K. (2010). Validity of the interest- and deprivation type epistemic curiosity distinction in non-students. Personality and Individual Differences, 49(5), 531-536 https://doi.org/10.1016/j.paid.2010.05.021
  102. Litman, J. A., Hutchins, T. L., & Russon, R. K. (2005). Epistemic curiosity, feeling of knowing, and exploratory behavior. Cognition and Emotion, 19(4), 559-582. https://doi.org/10.1080/02699930441000427
  103. Litman, J. A., & Jimerson, T. L. (2004). The measurement of curiosity as a feeling of deprivation. Journal of Personality Assessment, 82(2), 147-157. https://doi.org/10.1207/s15327752jpa8202_3
  104. Litman, J. A., & Spielberger, C. D. (2003). Measuring epistemic curiosity and its diversive and specific components. Journal of Personality Assessment, 80(1), 75-86. https://doi.org/10.1207/S15327752JPA8001_16
  105. Loewenstein, G. (1994). The psychology of curiosity: a review and reinterpretation. Psychological Bulletin, 116(1), 75-98. https://doi.org/10.1037/0033-2909.116.1.75
  106. Loo, R. (2002). A caveat on using single-item versus multiple-item scales. Journal of Managerial Psychology, 17(1), 68-75. https://doi.org/10.1108/02683940210415933
  107. Lowe, P. A., Lee, S. W., Witteborg, K. M., Prichard, K. W., Luhr, M. E., Cullinan, C. M., Mildren, B. A., Raad, J. M., Cornelius, R. A., & Janik, M. (2008). The Test Anxiety Inventory for Children and Adolescents(TAICA): Examination of the Psychometric Properties of a New Multidimensional Measure of Test Anxiety Among Elementary and Secondary School Students. Journal of psychoeducational assessment, 26(3), 215-230. https://doi.org/10.1177/0734282907303760
  108. Luce, M. R., & HSI, S. (2015). Science-Relevant Curiosity Expression and Interest in Science: An Exploratory Study. Science Education, 99(1), 70-97. https://doi.org/10.1002/sce.21144
  109. MacCallum, R. C., & Hong, S. (1997). Power analysis in covariance structure modeling using GFI and AGFI. Multivariate Behavioral Research, 32(2), 193-210. https://doi.org/10.1207/s15327906mbr3202_5
  110. Mallow, J. V. (1986). Science anxiety: Fear of science and how to overcome it. NewYork: Thomond.
  111. Mallow, J. V., & Greenburg, S. L. (1982). Science anxiety: Causes and remedies. Journal of College Science Teaching, 11(6), 356-358.
  112. Markey, A., & Loewenstein, G. (2014). CURIOSITY. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), Educational psychology handbook series. International Handbook of Emotions in Education (pp. 228-245). New York, NY: Routledge.
  113. Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler's (1999) Findings. Structural Equation Modeling, 11(3), 320-341. https://doi.org/10.1207/s15328007sem1103_2
  114. Marteau, T. M., & Bekker, H. (1992). The development of a six-item short-form of the state scale of the Spielberger State-Trait Anxiety Inventory (STAI). British Journal of Clinical Psychology, 31(3), 301-306. https://doi.org/10.1111/j.2044-8260.1992.tb00997.x
  115. Martens, R., Burton, D., Vealey, R. S. Bump, L. A., & Smith, D. E. (1990). Development and validation of the Competitive State Anxiety Inventory-2. In R. Martens, R. S. Vealey, & D. Burton, Competitive Anxiety in Sport(pp.117-190). Champaign, IL: Human Kinetics.
  116. Matyas, M. L. (1984). Science career interests, attitudes, abilities, and anxiety among secondary school student: The effects of gender, race/ethnicity, and school type/location. Paper presented at the Annual Meeting of the National Association for Research in Science Teaching, New Orleans, LA, April 28.
  117. Maw, W. H., & Maw, E. W. (1968). Self-appraisal of Curiosity. The Journal of educational research, 61(10), 462-466. https://doi.org/10.1080/00220671.1967.10883734
  118. McDonald, R. P., & Marsh, H. W. (1990). Choosing a multivariate model: noncentrality and goodness of fit. Psychological Bulletin, 107(2), 247-255. https://doi.org/10.1037/0033-2909.107.2.247
  119. McGillivray, S., Murayama, K., & Castel, A. D. (2015). Thirst for Knowledge: The Effects of Curiosity and Interest on Memory in Younger and Older Adults. Psychology and Aging, 30(4), 835-841. https://doi.org/10.1037/a0039801
  120. McNair, D. M., Lorr, M., & Droppleman, L. F. (1971). Manual: Profile of mood states. San Diego, CA: Educational and Industrial Testing Service.
  121. Messick, S. (1995). Standards of validity and the validity of standards in performance assessment. Educational Measurement: Issues and Practice, 14(4), 5-8. https://doi.org/10.1111/j.1745-3992.1995.tb00881.x
  122. Naylor, F. D. (1981). A state-trait curiosity inventory. Australian Psychologist, 16(2), 172-183. https://doi.org/10.1080/00050068108255893
  123. Olson, E. (1986). Measurement of Curiosity in junior high school students. Retrospective Theses and Dissertations. Iowa State University.
  124. Oshagbemi, T. (1999). Overall job satisfaction: How good are single versus multiple-item measures? Journal of Managerial Psychology, 14(5-6), 388-403. https://doi.org/10.1108/02683949910277148
  125. Osborne, J., Simon, S., & Collins, S. (2003). Attitudes towards science: A review of the literature and its implications. International Journal of Science Education, 25(9), 1049-1079. https://doi.org/10.1080/0950069032000032199
  126. Pacheco-Unguetti, A. P., Acosta, A., Callejas, A., & Lupianez, J. (2010). Attention and Anxiety: Different Attentional Functioning Under State and Trait Anxiety. Psychological Science, 21(2), 298-304. https://doi.org/10.1177/0956797609359624
  127. Panksepp, J. (1998). Affective Neuroscience: The Foundations of Humans and Animal Emotion, New York, NY: Oxford University Press.
  128. Park, S. H., Mahony, D., & Kim, Y. K. (2011). The role of sport fan curiosity: a new conceptual approach to the understanding of sport fan behavior. Journal of Sport Management, 25(1), 46-56. https://doi.org/10.1123/jsm.25.1.46
  129. Park, S. M. & Huh, S. H. (2012). A study for development of the integrated humanity scale for adolescent. The journal of Child Education, 21(3), 35-47.
  130. Park, S. S. (1999). The Development of an Instrument for the Measuring Cognitive Conflict Levels of Elementary Students Confronted with an Anomalous Situation in Science Learning. Master's thesis, Korea National University of Education.
  131. Pekrun, R., Goetz, T., & Perry, R. (2005). Achievement Emotions Ouestionnaire. User's manual. Department of Psychology, Munich: University of Munich, Germany.
  132. Pintrich, P. R., Marx, R. W., & Boyle, R. A. (1993). Beyond cold conceptual change: The role of motivational beliefs and classroom contextual factors in the process of conceptual change. Review of Educational Research, 63(2), 167-199. https://doi.org/10.3102/00346543063002167
  133. Piotrowski, J. T., Litman, J. A., & Valkenburg, P. M. (2014). Measuring epistemic curiosity in young children. Infant and Child Development, 23(5), 542-533. https://doi.org/10.1002/icd.1847
  134. Randler, C., Hummel, E., Gläser-Zikuda, M., Vollmer, C., Bogner, F. X., & Mayring, P. (2011). Reliability and validation of a short scale to measure situational emotions in science education. International Journal of Environmental & Science Education, 6(4), 359-370.
  135. Raykov, T. (1998). On the use of confirmatory factor analysis in personality research. Personality and Individual Differences, 24(2), 291-293. https://doi.org/10.1016/S0191-8869(97)00159-1
  136. Raykov, T. R., & Maroulides, G. A. (2001). A first course in structural equation modeling. Mahwah, NJ: Lawrence Erlbaum Associates.
  137. Ree, M. J., MacLeod, C., French, D., & Locke, V. (2000). The State-Trait Inventory for Cognitive and Somatic Anxiety: Development and validation. Poster session presented at the annual meeting of the Association for the Advancement of Behavior Therapy, New Orleans, LA.
  138. Ree, M. J., French, D., MacLeod, C., & Locke, V. (2008). Distinguishing Cognitive and Somatic Dimensions of State and Trait Anxiety: Development and Validation of the State-Trait Inventory for Cognitive and Somatic Anxiety (STICSA). Behavioural and Cognitive Psychotherapy, 36(3), 313-332. https://doi.org/10.1017/S1352465808004232
  139. Reeve, J. (1996). Motivating Others: Nurturing Inner Motivational Resources, Needham Heights, MA: Allyn & Bacon.
  140. Reise, S. P., Waller, N. G., & Comrey, A. L.(2000). Factor analysis and Scale Revision. Psychological Assessment, 12(3), 287-297. https://doi.org/10.1037/1040-3590.12.3.287
  141. Renner, B. (2006). Curiosity about people: the development of a social curiosity measure in adults. Journal of Personality Assessment, 87(3), 305-316. https://doi.org/10.1207/s15327752jpa8703_11
  142. Renninger, K. A., & Hidi, S. E. (2016). The power of interest for motivation and engagement. Routledge/Taylor & Francis Group.
  143. Reynolds, C. R., & Richmond, B. O. (1978). What I think and Feel: A Revised Measure of Children’s Manifest Anxiety. Journal of Abnormal Psychology, 6(2), 271-280.
  144. Roberts, K. E., Hart, T. A., & Eastwood, J. D. (2016). Factor Structure and Validity of the State-Trait Inventory for Cognitive and Somatic Anxiety. Psychological Assessment, 28(2), 134-146. https://doi.org/10.1037/pas0000155
  145. Rossing, B. E., & Long, H. B. (1981). Contributions of curiosity and relevance to adult learning motivation. Adult Education, 32(1), 25-36. https://doi.org/10.1177/074171368103200102
  146. Sahin, M., Caliskan, S., & Dilek, U. (2015). Development and Validation of the Physics Anxiety Rating Scale. International Journal of Environmental & Science Education, 10(2), 183-200.
  147. Sarason, I. G. (1978). The Test Anxiety Scale: Concept and research. In C. D. Spielberger & I. G. Sarason (Eds.), Stress and anxiety (Vol. 5). Washington, DC: Hemisphere.
  148. Schutz, P. A. & Lanehart, S. L. (2002). Introduction: Emotions in Education. Educational psychologist, 37(2), 67-68. https://doi.org/10.1207/S15326985EP3702_1
  149. Schutz, P. A. & Pekrun, R. (2007). Emotion in Education. Amsterdam: Academic Press.
  150. Schwartz, G. E., Davidson, R. J., & Guleman, D. J. (1978). Patterning of cognitive and somatic processes in the self-regulation of anxiety: effects of meditation versus exercise. Psychosomatic Medicine, 40(4), 321-328. https://doi.org/10.1097/00006842-197806000-00004
  151. Shin, D. D., & Kim, S. (2019). Homo Curious: Curious of Interest? Educational Psychology Review, 31(4), 853-874. https://doi.org/10.1007/s10648-019-09497-x
  152. Shin, Y., Kang, H., Kwak, Y., Kim, H., Lee, S., & Lee, S. (2017). A Comparative Analysis of the Test Tools in Science-related Affective Domains. Biology Education, 45(1), 41-54. https://doi.org/10.15717/bioedu.2017.45.1.41
  153. Shrigley, R. L., & Koballa, T. R. (1984). Attitude measurement: Judging the emotional intensity of likert-type science attitude statement. Journal of Research in Science Teaching, 21(2), 111-118. https://doi.org/10.1002/tea.3660210203
  154. Silvia, P. J. (2006). Exploring the psychology of interest. Oxford University Press.
  155. Spektor-Levy, O., Baruch, Y. K., & Mevarech, Z. (2013). Science and scientific curiosity in preschool-The teacher's point of view. International Journal of Science Education, 35(13), 2226-2253. https://doi.org/10.1080/09500693.2011.631608
  156. Spielberger, C. D. (1970). Manual for the State-Trait Anxiety Inventory. Palo alto, CA, Consulting Psychologist Press.
  157. Spielberger, C. D. (1973). State-Trait Anxiety Inventory for Children. Palo Alto, CA: Consulting Psychologist Press.
  158. Spielberger, C. D. (1979). Preliminary manual for the State-Trait Personality Inventory (STPI). UnpubIished manuscript, University of South Florida, Tempa.
  159. Spielberger, C. D. (1983). Manual for the State-Trait Anxiety Inventory (Form Y). Palo Alto, CA: Mind Garden.
  160. Spielberger, C. D., Barker, L., Russell, S., Silva de Crane, R., Westberry, L., Knight, J., & Marks, E. (1979). Preliminary manual for the State-Trait Personality Inventory(STPI). Tampa: University of South Florida.
  161. Spielberger, C. D., Peters, R. A., & Frain, F. (1976). The State-Trait Curiosity Inventory. Unpublished manual, University of South Florida, Tampa.
  162. Spielberger, C. D., & Starr, L. M. (1994). Curiosity and exploratory behavior. In H. F. O'Neil Jr. & M. Drillings (Eds.), Motivation theory and research (pp. 221-243). Hillsdale: Lawrence Erlbaum.
  163. Stevens, J. (1996). Applied multivariate statistics for the social sciences. Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
  164. Sung, Y., Kim, H., Lee, H., Park, J, Kim, H., & Kim, B. (2008). The Psychological Mechanism of Epistemic Curiosity: a comparative study of two curiosity gratification types. Korean Journal of Consumer and Advertising Psychology, 9(2), 305-331. https://doi.org/10.21074/kjlcap.2008.9.2.305
  165. Taylor, J. A. (1953). A personality scale of manifest anxiety. The Journal of Abnormal and Social Psychology, 48(2), 285-290. https://doi.org/10.1037/h0056264
  166. Tobias, S. (1979). Anxiety research in educational psychology. Journal of Education Psychology, 71(5), 573-582. https://doi.org/10.1037/0022-0663.71.5.573
  167. Tobin, K., Ritchie, S., Oakley, J., Mergard, V., & Hudson, P. (2013). Relationships between emotional climate and the fluency of classroom interactions. Learning Environments Research, 16(1), 71-89. https://doi.org/10.1007/s10984-013-9125-y
  168. Trudewind, C. (2000). Curiosity and anxiety as motivational determinants of cognitive development. In J. Heckhausen (Ed.), Advances in psychology, 131. Motivational psychology of human development: Developing motivation and motivating development (pp. 15-38).
  169. Weible, J. F., & Zimmerman, H. T. (2016). Science curiosity in learning environments: developing an attitudinal scale for research in schools, homes, museums, and the community. International Journal of Science Education, 38(8), 1235-1255. https://doi.org/10.1080/09500693.2016.1186853
  170. Westerback, M. E. (1990). Science knowledge and the reduction of anxiety about teaching earth science in exemplary teachers as measured by the science teaching state-trait anxiety inventory. School Science and Mathermatics, 90(5), 361-374. https://doi.org/10.1111/j.1949-8594.1990.tb17225.x
  171. Wine, J. D. (1980). Cognitive-attentional theory of test anxiety. In I. G. Sarason(Ed.), Test anxiety: theory, research and applications(pp. 349-385). Hillsdale, NJ: Erlbaum.
  172. Wren, D. G., & Benson, J. (2004). Measuring test anxiety in children: scale development and internal construct validation. Anxiety, Stress, and Coping, 17(3), 227-240. https://doi.org/10.1080/10615800412331292606
  173. Wynstra, S., & Cummings, C. (1993). High school science anxiety. Science Teacher, 60(7), 18-21.
  174. Zsido, A. N., Teleki, S. A., Csokasi, K., Rozsa, S., & Bandi, S. A. (in press). Development of the short version of the spielberger state-trait anxiety inventory. Psychiatry Research, 291. https://doi.org/10.1016/j.psychres.2020.113223
  175. Zuckerman, M., & Lubin, B. (1985). Manual for the Revised Multiple Affect Adjection Check List. San Diego, CA: Educational and Industrial Testing Service.

Cited by

  1. 과학 학습에서 유발되는 과학상태호기심 및 과학상태불안 수준에 따른 학습효과 vol.41, pp.3, 2020, https://doi.org/10.14697/jkase.2021.41.3.221