International Association of Educators   |  ISSN: 2834-7919   |  e-ISSN: 1554-5210
International Journal of Progressive Education
International Association of Educators

Original article | International Journal of Progressive Education 2021, Vol. 17(3) 1-13

The Development and Validation of the Spatial Anxiety Scale for Secondary School Students

Özlem Özcakir Sumen

pp. 1 - 13   |  DOI: https://doi.org/10.29329/ijpe.2021.346.1   |  Manu. Number: MANU-2007-27-0005.R2

Published online: June 07, 2021  |   Number of Views: 219  |  Number of Download: 713

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Abstract

This study aims to develop a scale for determining the anxiety levels of secondary school students in situations that require them to use their spatial skills.  The scale was developed in three stages. In the first stage, after expert assessments, a pilot study was conducted.  In the second stage, the scale was applied to all students (N=348) studying in a secondary school selected by random sampling for exploratory factor analysis, and results supported a structure with two sub-dimensions consisting of 14 items. For confirmatory factor analysis, the scale was applied to a different group of students (N=206), and analysis results confirmed the two-factor structure of the scale. The first factor, including spatial relations and orientation items, was named Anxiety of Spatial Relations and Orientation, and the second was named Anxiety of Spatial Visualization. In the third stage, Cronbach’s alpha reliability of the scale was found to be ,82 for the whole scale and ,81 and ,72 for sub-dimensions. The McDonald’s omega was also calculated as ,97 for the whole scale and ,96 and ,91 for sub-dimensions of it. The results revealed that the scale measures the spatial anxiety level of students validly and reliably.

Keywords: Secondary School Students, Spatial Anxiety, Spatial Orientation, Spatial Relations, Spatial Skills, Spatial Visualization

How to Cite this Article?

APA 6th edition
Sumen, O.O. (2021). The Development and Validation of the Spatial Anxiety Scale for Secondary School Students . International Journal of Progressive Education, 17(3), 1-13. doi: 10.29329/ijpe.2021.346.1

Harvard
Sumen, O. (2021). The Development and Validation of the Spatial Anxiety Scale for Secondary School Students . International Journal of Progressive Education, 17(3), pp. 1-13.

Chicago 16th edition
Sumen, Ozlem Ozcakir (2021). "The Development and Validation of the Spatial Anxiety Scale for Secondary School Students ". International Journal of Progressive Education 17 (3):1-13. doi:10.29329/ijpe.2021.346.1.
References
  1. Battista, M. T. (1994) On Greeno's Environmental/model view of conceptual domains: A spatial/geometric perspective. Journal for Research in Mathematics Education, 25(1), 86-99. [Google Scholar]
  2. Battista, M. T., Wheatley, G. H., & Talsma, G. (1982). The importance of spatial visualization and cognitive development for geometry learning in pre service elementary teachers. Journal for Research in Mathematics Education, 13(5), 332-340. [Google Scholar]
  3. Burnet, S. A., & Lane, D. M. (1980). Effects of academic instruction on spatial visualization. Intelligence, 4(3) 233-242. [Google Scholar]
  4. Büyüköztürk, Ş. (2012). Sosyal bilimler için veri analizi el kitabi: İstatistik, araştirma deseni, SPSS uygulamaları ve yorum (16. Baskı) [Handbook of data analysis for social sciences: Statistics, research design, SPSS practice and interpretation (16. Edition)]. Pegem Akademi.    [Google Scholar]
  5. Cardillo, R., Vincenzi, I., & Gallani, A. (2017). Spatial tasks and emotional factors: A study conducted with the Italian adaptation of the Child Spatial Anxiety Questionnaire (CSAQ). Psicologia Clinica Dello Sviluppo, 21(3), 483-502. [Google Scholar]
  6. Casey, M. B., Nutall, R. L., & Pezaris, E. (2001). Spatial–mechanical reasoning skills versus mathematics self-confidence as mediators of gender differences on mathematics subtests using cross national gender based items. Journal for Research in Mathematics Education, 32(10), 28–57. [Google Scholar]
  7. Casey, B. M., Pezaris, E., Fineman, B., Pollock, A., Demers, L., & Dearing, E. (2015). A longitudinal analysis of early spatial skills compared to arithmetic and verbal skills as predictors of fifth-grade girls’ math reasoning. Learning and Individual Differences, 40, 90–100. doi:10.1016/j.lindif.2015.03.028 [Google Scholar] [Crossref] 
  8. Clements, D. H. (1998). Geometric and spatial thinking in young children. National Science Foundation.  [Google Scholar]
  9. Clements D. H., & Battista, M. T. (1992). Geometry and spatial reasoning. In D. A. Gruws (Ed.). Handbook of research on mathematics teaching and learning (pp. 420-464). MacMilan. [Google Scholar]
  10. Contero, M., Naya, F., Compnay, P., Saorin, J. K., & Conesa, J. (2005). Improving visualization skills in engineering education. Computer Graphics in Education, 25(5), 24-31. [Google Scholar]
  11. Çokluk, Ö., Şekercioğlu, G., & Büyüköztürk, Ş. (2010). Sosyal bilimler için çok değişkenli istatistik SPSS ve LISREL uygulamaları [Multivariate statistics SPSS and LISREL applications for social sciences]. PegemAkademi. [Google Scholar]
  12. DeVellis, R. (2003). Scale development: theory and applications (2nd ed.). Sage. [Google Scholar]
  13. Dursun, Ö. (2010). The relationships among preservice teachers’spatial visualization ability, geometry self-efficacy, and spatial anxiety (Master Thesis). Middle East Technical University, Ankara.  [Google Scholar]
  14. Ekstrom, R.B., French, J.W., Harman, H.H. (1976). Manual for Kit of Factor Referenced Cognitive Tests. Educational Testing Service. [Google Scholar]
  15. Elliot, J., & Smith, I. M. (1983). An international dictionary of spatial tests. The NFER-Nelson Publishing Company, Ltd. [Google Scholar]
  16. Erkek, Ö., & Işıksal Bostan, M. (2015). The role of spatial anxiety, geometry self-efficacy and gender in predicting geometry achievement. Elementary Education Online, 14(1), 164-180. [Google Scholar]
  17. Ferguson, A. M., Maloney, E. A., Fugelsang, J., & Risko, E. F. (2015). On the relation between math and spatial ability: The case of math anxiety. Learning and Individual Differences, 39, 1–12. doi:10.1016/j.lindif.2015.02.007 [Google Scholar] [Crossref] 
  18. Gunderson, E. A., Ramirez, G., Beilock, S. L., & Levine, S. C. (2013). Teachers' spatial anxiety relates to 1st‐and 2nd‐graders' spatial learning. Mind, Brain, and Education, 7(3), 196-199. [Google Scholar]
  19. Hannafin, R. D., Truxaw, M. P., Vermillion, J. R., & Liu, Y. (2008). Effects of spatial ability and instructional program on geometry achievement. The Journal of Educational Research, 101(3), 148-156. [Google Scholar]
  20. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary journal, 6(1), 1-55. [Google Scholar]
  21. Jöreskog, K. G., & Sörbom, D. (1993). LISREL 8: Structural equation modeling with the SIMPLIS command language. SSI Scientific Software International Inc. [Google Scholar]
  22. Karagöz, Y. (2019). SPSS AMOS META uygulamalı istatistiksel analizler. Nobel Yayıncılık. [Google Scholar]
  23. Kline, R. B. (2016). Principles and practice of structural equation modeling (Fourth Edition). The Guilford Press. [Google Scholar]
  24. Lauer, J. E., Esposito, A. G., & Bauer, P. J. (2018). Domain-specific anxiety relates to children’s math and spatial performance. Developmental psychology, 54(11), 2126. [Google Scholar]
  25. Lawton, C. A. (1994). Gender differences in way-finding strategies: Relationship to spatial ability and spatial anxiety. Sex Roles, 30(11/12), 765-779.  [Google Scholar]
  26. Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of gender differences in spatial abilities: A meta-analysis. Child Development, 56, 1479-1498. [Google Scholar]
  27. Lohman, D. F. (1979). Spatial ability: Individual differences in speed and level (technical report No:9). Aptitude Research Project, School of Education, Stanford University. [Google Scholar]
  28. Lohman, D. F. (1993). Spatial ability and G. In First Spearman Seminar, University of Plymouth, Plymouth, United Kingdom.  [Google Scholar]
  29. Lord, T. R. (1985). Enhancing the visuo-spatial aptitude of students. Journal of Research in Science Teaching, 22, 395–495. [Google Scholar]
  30. Lyons, I. M., Ramirez, G., Maloney, E. A., Rendina, D. N., Levine, S. C., & Beilock, S. L. (2018). Spatial Anxiety: A novel questionnaire with subscales for measuring three aspects of spatial anxiety. Journal of Numerical Cognition, 4(3), 526-553. [Google Scholar]
  31. McGee, M. G. (1979). Human spatial abilities: Psychometric studies and environmental, genetic, hormonal and neurological influences. Psychological Bulletin, 86, 889-918. [Google Scholar]
  32. Olkun, S. (2003). Making connections: Improving spatial abilities with engineering drawing activities. International journal of mathematics teaching and learning, 3(1), 1-10.  [Google Scholar]
  33. Özdamar, K. (2017). Ölçek ve test geliştirme yapısal eşitlik modellemesi IBM SPSS, IBM SPSS AMOS ve MINTAB uygulamalı.[Scale and test development Structural equation modeling IBM SPSS, IBM SPSS AMOS and MINTAB applied]. Nisan Kitabevi. [Google Scholar]
  34. Pellegrino, J. W, Alderton, D. L., & Shute, V. J. (1984). Understanding spatial ability. Educational Psychologist, 19(3), 239-253. [Google Scholar]
  35. Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2012). Spatial anxiety relates to spatial abilities as a function of working memory in children. The Quarterly Journal of Experimental Psychology, 65(3), 474-487. [Google Scholar]
  36. Schmitz, S. (1997). Gender-related strategies in environmental development: Effects of anxiety on wayfinding in and representation of a three-dimensional maze. Journal of Environmental Psychology, 17, 215-228. [Google Scholar]
  37. Schumacker, R. E. & Lomax, R. G. (2004). Beginner’s guide to structural equaiton modeling. Lawrence Erlbaum Associates. [Google Scholar]
  38. Sorby, S. (2009). Educational research in developing 3-D spatial skills for engineering students. International Journal of Science Education, 31(3), 459–480. [Google Scholar]
  39. Şencan, H. (2005). Sosyal ve davranışsal ölçümlerde geçerlilik ve güvenirlik [Validity and reliability in social and behavioral measurements]. Seçkin Matbaası. [Google Scholar]
  40. Tabachnick, B.G., & Fidell, L.S. (2007). Using multivariate statistics (5th ed.). Pearson Education. [Google Scholar]
  41. Tam, Y. P., Wong, T. T. Y., & Chan, W. W. L. (2019). The relation between spatial skills and mathematical abilities: The mediating role of mental number line representation. Contemporary Educational Psychology, 56, 14-24. [Google Scholar]
  42. Tartre, L. A. (1990). Spatial orientation skill and mathematical problem solving. Journal for Research in Mathematics Education, 21, 216–229. [Google Scholar]
  43. Thompson, B. (2004). Exploratory and confirmatory factor analysis: Understanding concepts and applications. American Psychological Association. [Google Scholar]
  44. Wai, J., Lubinski, D., & Benbow, C. P. (2009). Spatial ability for STEM domains: Aligning over 50 years of cumulative psychological knowledge solidifies its importance. Journal of Educational Psychology, 101(4), 817–835. [Google Scholar]
  45. Yurdugül, H. (2006). The comparison of reliability coefficients in parallel, tau-equivalent, and congeneric measurements. Ankara University, Journal of Faculty of Educational Sciences, 39(1), 15-37. [Google Scholar]
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