Spatial ability test for university students: Development, validity and reliability studies

Year 2023, Volume: 10 Issue: 1, 76 - 97, 20.03.2023

Kübra Açıkgül Süleyman Nihat Şad Bilal Altay

https://doi.org/10.21449/ijate.1102435

Cited By: 1

Abstract

This study aimed to develop a useful test to measure university students’ spatial abilities validly and reliably. Following a sequential explanatory mixed methods research design, first, qualitative methods were used to develop the trial items for the test; next, the psychometric properties of the test were analyzed through quantitative methods using data obtained from 456 university students. As a result, a multiple-choice spatial ability test with 27 items and five options was created, divided into three subtests: spatial relations, spatial visualization, and spatial orientation. The results suggested that scores obtained from the spatial ability test and its subtests are valid and reliable.

Keywords

Student evaluation, Test development, Spatial ability

References

• Abdi, H. (2010). Holm's sequential Bonferroni procedure. In N. Salkind (Eds.), Encyclopedia of research design (pp. 1-8). Sage Publication.
• Bakker, M. (2008). Spatial ability in primary school: Effects of the Tridio® learning material [Master's thesis]. University of Twente.
• Bandalos, D.L. (2018). Measurement theory and applications for the social sciences (1st ed.). Guilford Publications.
• Battista, M.T., Wheatley, G.H., & Talsma, G. (1982). The importance of spatial visualization and cognitive development for geometry learning in preservice elementary teachers. Journal for Research in Mathematics Education, 13(5), 332 340. https://doi.org/10.5951/jresematheduc.13.5.0332
• Barnea, N. (2000). Teaching and Learning about Chemistry and Modelling with a Computer managed Modelling System. In Gilbert J.K., Boulter C.J. (Eds.), Developing Models in Science Education (pp. 307-323). Springer. https://doi.org/10.1007/978-94-010-0876-1_16
• Brooks, G.P., & Johanson, G.A. (2003). TAP: Test Analysis Program. Applied Psychological Measurement, 27(4), 303-304. https://doi.org/10.1177/0146621603027004007
• Brown, T. A. (2006). Confirmatory factor analysis for applied research (1st ed.). The Guilford Press.
• Burnett, S.A., & Lane, D.M. (1980). Effects of academic instruction on spatial visualization. Intelligence, 4(3), 233-242. https://doi.org/10.1016/0160-2896(80)90021-5
• Cameron, A. (2004). Kurtosis. In M. Lewis-Beck, A. Bryman and T. Liao (Eds.). Encyclopedia of social science research methods (pp. 544-545). SAGE Publications, Inc.
• Campos, A., & Campos-Juanatey, D. (2020). Measure of spatial orientation ability. Imagination, Cognition and Personality, 39(4), 348 357. https://doi.org/10.1177/0276236619896268
• Carroll, J.B. (1993). Human cognitive abilities: A survey of factor-analytic studies (No. 1). Cambridge University Press.
• Clements, D.H. (1998). Geometric and spatial thinking in young children. National Science Foundation.
• Clements, D.H., & Battista, M.T. (1992). Geometry and spatial reasoning. In D.A. Grouws (Eds.), Handbook of research on mathematics teaching and learning (pp. 420-464). Macmillan.
• Contero, M., Naya, F., Company, P., Saorín, J.L., & Conesa, J. (2005). Improving visualization skills in engineering education. IEEE Computer Graphics and Applications, 25(5), 24-31. https://doi.org/10.1109/MCG.2005.107
• Contreras, M.J., Escrig, R., Prieto, G., & Elosúa, M.R. (2018). Spatial visualization ability improves with and without studying Technical Drawing. Cognitive processing, 19(3), 387-397. https://doi.org/10.1007/s10339-018-0859-4
• Creswell, J.W., & Plano Clark, V.L. (2011) Designing and conducting mixed methods research (2nd ed.). Sage Publications.
• Crocker, L., & Algina, J. (2008). Introduction to classical and modern test theory. Cengage Learning.
• D'Oliveira, T.C. (2004). Dynamic spatial ability: An exploratory analysis and a confirmatory study. The International Journal of Aviation Psychology, 14(1), 19-38. https://doi.org/10.1207/s15327108ijap1401_2
• Davis, L.L. (1992). Instrument review: getting the most from a panel of experts. Applied Nursing Research, 5, 194-197. https://doi.org/10.1016/S0897-1897(05)80008-4
• Diederich, P.B. (1973). Short-cut statistics for teacher-made tests. Educational testing service. https://files.eric.ed.gov/fulltext/ED081785.pdf
• Dokumacı Sütçü, N. (2021). Research tendencies towards spatial ability in Turkey. International Journal of Society Researches, 17(36), 2605 2636. https://doi.org/10.26466/opus.839496
• Downing, S.M. (2006). Twelve steps for effective test development. In S.M. Downing & T.M. Haladyna (Eds.), Handbook of test development (pp. 3–26). Lawrence Erlbaum Associates.
• Ebel, R.L., & Frisbie, D.A. (1991). Essentials of educational measurement (5th ed.). Prentice-Hall.
• Ekstrom, R.B., French, J.W., Harman, H.H., & Dermen, D. (1976). Manual for kit of factor-referenced cognitive tests. Educational Testing Service.
• Eliot, J., & Hauptman, A. (1981). Different dimensions of spatial ability. Studies in Science Education, 8(1), 45-66. https://doi.org/10.1080/03057268108559886
• Gardner, H. (1983). Frames of mind: The theory of multiple intelligences. Basic Books.
• Gilligan, K.A., Flouri, E., & Farran, E.K. (2017). The contribution of spatial ability to mathematics achievement in middle childhood. Journal of experimental child psychology, 163, 107-125. https://doi.org/10.1016/j.jecp.2017.04.016
• Gronlund, N.E. (1977). Constructing achievement tests (2nd ed.). Prentice-Hall.
• Guay, R.B. (1977). Purdue spatial visualization test. Purdue Research Foundation.
• Guilford, J.P., Fruchter, B., & Zimmerman, W.S. (1952). Factor analysis of the army air forces sheppard field battery of experimental aptitude tests. Psychometrika, 17(1), 45–68. https://doi.org/10.1007/BF02288795
• Guilford, J.P., & Zimmerman, W.S. (1948). The Guilford-Zimmerman Aptitude Survey. Journal of applied Psychology, 32(1), 24-34. https://doi.org/10.1037/h0063610
• Hair, J.F., Jr., Black, W.C., Babin, B.J., Anderson, R.E., & Tatham, R.L. (2014). Multivariate data analysis (7th ed.). Pearson New International Edition.
• Hambleton, R.K., & Jirka, S.J. (2006). Anchor-based methods for judgmentally estimating item statistics. In Downing, S.M., & Haladyna, T.M. (Eds.). Handbook of test development (pp. 399-420). Lawrence Erlbaum Associates Publishers.
• Hegarty, M., & Waller, D. (2004). A dissociation between mental rotation and perspective-taking spatial abilities. Intelligence, 32(2), 175 191. https://doi.org/10.1016/j.intell.2003.12.001
• Hingorjo, M.R., & Jaleel, F. (2012). Analysis of one-best MCQs: the difficulty index, discrimination index and distractor efficiency. JPMA-Journal of the Pakistan Medical Association, 62(2), 142-147. https://www.jpma.org.pk/PdfDownload/3255
• Hu, L., & 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. https://doi.org/10.1080/10705519909540118
• Irwing, P., Booth, T., & Hughes, D.J. (2018). The Wiley handbook of psychometric testing. A Multidisciplinary Reference on Survey, Scale and Test Development. Wiley-Blackwell.
• İpekoğlu, A., Kepceoğlu, İ. & Biber, A.Ç. (2020). Thematic and methodological trends of graduate theses related to spatial ability: the case of Turkey. International Journal of Contemporary Educational Studies, 6(2), 681 699. https://dergipark.org.tr/en/pub/intjces/issue/59193/829670
• Jöreskog, K.G. & Sörbom, D. (1993). LISREL 8: Structural Equations Modeling with the SIMPLES Command Language. Scientific Software, International.
• Jöreskog, K.G. & Sörbom, D. (1996). Lisrell 8 reference guide. Scientific Software International.
• Kell, H.J., Lubinski, D., Benbow, C.P., & Steiger, J.H. (2013). Creativity and technical innovation: Spatial ability’s unique role. Psychological Science, 24(9), 1831-1836. https://doi.org/10.1177/0956797613478615
• Kerkman, D.D., Wise, J.C., & Harwood, E.A. (2000). Impossible “mental rotation” problems: A mismeasure of women's spatial abilities?. Learning and Individual Differences, 12(3), 253-269. https://doi.org/10.1016/S1041-6080(01)00039-5
• Kim, J., & Irizarry, J. (2021). Evaluating the use of augmented reality technology to improve construction management student’s spatial skills. International Journal of Construction Education and Research, 17(2), 99 116. https://doi.org/10.1080/15578771.2020.1717680
• Kline, R.B. (2011). Principles and practice of structural equation modeling. Guilford Press.
• Kozhevnikov, M., & Hegarty, M. (2001). A dissociation between object manipulation spatial ability and spatial orientation ability. Memory & Cognition, 29(5), 745-756. https://doi.org/10.3758/BF03200477
• Likert, R., & Quasha, W.H. (1941). Revised Minnesota Paper Form Board. Psychological Corporation.
• Linn, M., & Petersen, A.C. (1985). Emergence and characterization of sex differences in spatial ability: A meta analysis. Child Development, 56(6), 1479 1498. https://www.jstor.org/stable/1130467
• Livingston, S.A. (2006). Item Analysis. In Downing, S. M., & Haladyna, T. M. (Eds.). Handbook of test development (pp. 421-441). Lawrence Erlbaum Associates Publishers.
• Lohman, D.F. (1979). Spatial ability: A review and reanalysis of the correlational literature. Technical Report. No. 8, Stanford University. https://apps.dtic.mil/sti/pdfs/ADA075972.pdf
• Lohman, D.F. (1993, July 8). Spatial ability and g. Paper presented at the first Spearman Seminar, University of Plymouth, England. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.111.7385&rep=rep1&type=pdf
• Lord, T.R. (1985). Enhancing the visuo‐spatial aptitude of students. Journal of research in science teaching, 22(5), 395-405. https://doi.org/10.1002/tea.3660220503
• Maier, P.H. (1996, March). Spatial geometry and spatial ability–How to make solid geometry solid. In Selected papers from the Annual Conference of Didactics of Mathematics (pp. 69-81). http://webdoc.sub.gwdg.de/ebook/e/gdm/1996/maier.pdf
• Martín‐Dorta, N., Saorín, J.L., & Contero, M. (2008). Development of a fast remedial course to improve the spatial abilities of engineering students. Journal of Engineering Education, 97(4), 505-513. https://doi.org/10.1002/j.2168-9830.2008.tb00996.x
• McGee, M.G. (1979). Human spatial abilities: Psychometric studies and environmental, genetic, hormonal, and neurological influences. Psychological Bulletin, 86(5), 889–918. https://doi.org/10.1037/0033-2909.86.5.889
• Mohler, J.L. (2008). Examining the spatial ability phenomenon from the student's perspective. The Engineering Design Graphics Journal, 72(3), 1 15. http://gpejournal.org/index.php/EDGJ/article/view/50
• National Research Council (NRC) (2006). Learning to think spatially. National Academies Press.
• Olkun, S. (2003). Making connections: Improving spatial abilities with engineering drawing activities. International Journal of Mathematics Teaching and Learning, 3(1), 1-10. http://www.ex.ac.uk/cimt/ijmtl/ijabout.htm
• Olkun, S., Smith, G.G., Gerretson, H., Yuan, Y., & Joutsenlahti, J. (2009). Comparing and enhancing spatial skills of pre-service elementary school teachers in Finland, Taiwan, USA, and Turkey. Procedia-Social and Behavioral Sciences, 1(1), 1545-1548. https://doi.org/10.1016/j.sbspro.2009.01.271
• Ozcakir Sumen, O. (2019). A meta-synthesis about the studies on spatial skills in Turkey. International Online Journal of Educational Sciences, 11(4), 23-41. https://doi.org/10.15345/iojes.2019.04.003
• Patkin, D., & Dayan, E. (2013). The intelligence of observation: improving high school students’ spatial ability by means of intervention unit. International Journal of Mathematical Education in Science and Technology, 44(2), 179-195. https://doi.org/10.1080/0020739X.2012.703335
• Pellegrino, J.W., Alderton, D.L., & Shute, V.J. (1984). Understanding spatial ability. Educational psychologist, 19(4), 239 253. https://doi.org/10.1080/00461528409529300
• Pellegrino, J.W., & Kail, R.V. (1982). Process analyses of spatial aptitude. In R. J. Sternberg (Eds.), Advances in the psychology of human intelligence (Vol. I, pp. 311-365). Lawrence Erlbaum Associates.
• Sarama, J., & Clements, D. (2009). Early childhood mathematics education research: Learning trajectories for young children. Routledge.
• Sevimli, E. (2009). Consideration of pre-services mathematics teachers’ preferences of representation in terms of definite integral within the context of certain spatial abilities and academic achievement [Master's thesis]. University of Marmara, Turkey.
• Shepard, R.N., & Metzler, J. (1971). Mental rotation of three-dimensional objects. Science, 171(3972), 701-703. https://doi.org/10.1126/science.171.3972.701
• Sisman, B., Kucuk, S., & Yaman, Y. (2021). The effects of robotics training on children’s spatial ability and attitude toward STEM. International Journal of Social Robotics, 13(2), 379-389. https://doi.org/10.1007/s12369-020-00646-9
• Sorby, S.A., & Baartmans, B.J. (2000). The development and assessment of a course for enhancing the 3‐D spatial visualization skills of first year engineering students. Journal of Engineering Education, 89(3), 301 307. https://doi.org/10.1002/j.2168 9830.2000.tb00529.x
• Tabachnick, B.G., & Fidell, L.S. (2013). Using multivariate statistics (6th ed.). Pearson.
• Tartre, L.A. (1990). Spatial orientation skill and mathematical problem solving. Journal for research in Mathematics Education, 21(3), 216 229. https://doi.org/10.5951/jresematheduc.21.3.0216
• Thurstone, L.L., & Thurstone, T.G. (1941). The Chicago tests of primary mental abilities. The American Council on Education.
• Turgut, M., & Nagy-Kondor, R. (2013). Spatial visualization skills of Hungarian and Turkish prospective mathematics teachers. International Journal for Studies in Mathematics Education, 6(1), 168-183. https://doi.org/10.17921/2176-5634.2013v6n1p%25p
• Wells, C.S., & Wollack, J.A. (2003). An instructor’s guide to understanding test reliability. Testing and Evaluation Services, University of Wisconsin.
• Wendler, C.L., & Walker, M.E. (2006). Practical issues in designing and maintaining multiple test forms for large-scale programs. In Downing, S.M., & Haladyna, T.M. (Eds.), Handbook of test development (pp. 445-467). Lawrence Erlbaum Associates Publishers.
• Winter, J.W., Lappan, G., Fitzgerald, W., & Shroyer, J. (1989). Middle Grades Mathematics Project: Spatial Visualization. Addison-Wesley.
• Witkin, H.A. (1950). Individual differences in ease of perception of embedded figures. Journal of Personality, 19, 1-15. https://doi.org/10.1111/j.1467-6494.1950.tb01084.x
• Young, C.J., Levine, S.C., & Mix, K.S. (2018). The connection between spatial and mathematical ability across development. Frontiers in psychology, 9(1), 1-7. https://doi.org/10.3389/fpsyg. 2018.00755