The Politics of the Purdue Spatial Visualization Test of Rotations (PSVT:R) and its Use in Engineering Education

Bibliography

• Ariel, Robert, Natalie A. Lembeck, Scott Moffat, and Christopher Hertzog. “Are there Sex Differences in Confidence and Metacognitive Monitoring Accuracy for Everyday, Academic, and Psychometrically Measured Spatial Ability?” Intelligence 70 (September 2018): 42–51. doi:10.1016/j.intell.2018.08.001.
   PubMed Web of Science ®Google Scholar
• ASME. “American Society of Mechanical Engineers Code of Ethics.” American Society of Mechanical Engineers, February 1, 2012.
   Google Scholar
• Atit, Kinnari, David H. Uttal, and Mike Stieff. “Situating Space: Using a Discipline-focused Lens to Examine Spatial Thinking Skills.” Cognitive Research: Principles and Implications 5, no. 1 (December 2020): 19. doi:10.1186/s41235-020-00210-z.
   PubMed Web of Science ®Google Scholar
• Baenninger, Maryann, and Nora Newcombe. “The Role of Experience in Spatial Test Performance: A Meta-analysis.” Sex Roles 20, no. 5–6 (March 1989): 327–344. doi:10.1007/BF00287729.
   Web of Science ®Google Scholar
• Bartlett, Kristin A., and Jorge D. Camba. “Gender Differences in Spatial Ability: A Critical Review.” Educational Psychology Review 35, no. 1 (March 2023): 8. doi:10.1007/s10648-023-09728-2.
   Web of Science ®Google Scholar
• Bartlett, Kristin A., and Jorge D. Camba. “Is this a Real 3D Shape? An Investigation of Construct Validity and Item Difficulty in the PSVT:R.” Visual Cognition 31, no. 3 (March 16, 2023): 235–255. doi:10.1080/13506285.2023.2250508.
   Google Scholar
• Bartlett, Kristin A., and Jorge Dorribo Camba. “Isometric Projection as a Threat to Validity in the PSVT:R.” In Https://Peer.Asee.Org/40396.Pdf. Minneapolis, MN, 2022.
   Google Scholar
• Bartlett, Kristin A., and Jorge Dorribo Camba. “The Role of a Graphical Interpretation Factor in the Assessment of Spatial Visualization: A Critical Analysis.” Spatial Cognition & Computation 23, no. 1 (2023): 1–30. doi:10.1080/13875868.2021.2019260.
   Web of Science ®Google Scholar
• Bebbington, Diane. “Women in Science, Engineering and Technology: A Review of the Issues.” Higher Education Quarterly 56, no. 4 (October 2002): 360–375. doi:10.1111/1468-2273.00225.
   Google Scholar
• Beddoes, Kacey. “Institutional Influences that Promote Studying Down in Engineering Diversity Research.” Frontiers: A Journal of Women Studies 38, no. 1 (2017): 88–99. doi:10.1353/fro.2017.a653261.
   Web of Science ®Google Scholar
• Beddoes, Kacey, and Maura Borrego. “Feminist Theory in Three Engineering Education Journals: 1995–2008.” Journal of Engineering Education 100, no. 2 (April 2011): 281–303. doi:10.1002/j.2168-9830.2011.tb00014.x.
   Web of Science ®Google Scholar
• Black, Alice A. (Jill). “Spatial Ability and Earth Science Conceptual Understanding.” Journal of Geoscience Education 53, no. 4 (September 2005): 402–414. doi:10.5408/1089-9995-53.4.402.
   Google Scholar
• Bock, R. D., and D. Kolakowski. “Further Evidence of Sex-linked Major-gene Influence on Human Spatial Visualizing Ability.” American Journal of Human Genetics 25, no. 1 (January 1973): 1–14.
   PubMed Web of Science ®Google Scholar
• Bockmon, Ryan, Stephen Cooper, Jian Zhang, Mohsen Dorodchi, and Sheryl Sorby. “A Hybrid Approach to Administering a Spatial Skills Intervention.” In 2021 IEEE Frontiers in Education Conference (FIE), 1–9. Lincoln, NE, USA: IEEE, 2021. doi:10.1109/FIE49875.2021.9637464.
   Google Scholar
• Bodner, George M., and Roland B. Guay. “The Purdue Visualization of Rotations Test.” The Chemical Educator 2, no. 4 (October 1997): 1–17. doi:10.1007/s00897970138a.
   Google Scholar
• Branoff, Theodore J. “The Effects of Adding Coordinate Axes to a Mental Rotations Task in Measuring Spatial Visualization Ability in Introductory Undergraduate Technical Graphics Courses.” Engineering Design Graphics Journal 62, no. 2 (1998): 16–34.
   Google Scholar
• Branoff, Theodore J. “Spatial Visualization Measurement: A Modification of the Purdue Spatial Visualization Test – Visualization of Rotations.” Engineering Design Graphics Journal 64, no. 2 (2000): 14–22.
   Google Scholar
• Caplan, Paula J, Gael M MacPherson, and Patricia Tobin. “Do Sex-related Differences in Spatial Abilities Exist?” American Psychologist 40, no. 7 (1985): 786–799.
   PubMed Web of Science ®Google Scholar
• Carroll, John B. Human Cognitive Abilities: A Survey of Factor-analytic Studies. Cambridge, UK: Cambridge University Press, 1993.
   Google Scholar
• Clark, Adele E., and Joan H. Fujimura. “What Tools? Which Jobs? Why Right?” In The Right Tools for the Job: At Work in Twentieth-century Life Sciences. Princeton University Press, 1992. http://www.jstor.org/stable/j.ctt7zv5cv.5.
   Google Scholar
• Cole, Peter J., and Stephanie Farrell. “Development of an Online, Strategy-based Intervention to Improve Spatial Skills.” In 2017 7th World Engineering Education Forum (WEEF), 489–493. Kuala Lumpur: IEEE, 2017. doi:10.1109/WEEF.2017.8467154.
   Google Scholar
• Connell, Raewyn. Gender in World Perspective. 4th ed. Medford: Polity Press, 2021.
   Google Scholar
• De Rosa, Alexander, and Maxine Fontaine. “Implementation and First-year Results of an Engineering Spatial-skills Enhancement Program.” In 2020 ASEE Virtual Annual Conference Content Access Proceedings, 34213. Virtual On line: ASEE Conferences, 2020. doi:10.18260/1-2–34213.
   Google Scholar
• Douglas, Kerrie Anna, and Şenay Purzer. “Validity: Meaning and Relevancy in Assessment for Engineering Education Research: Assessment Validity for Engineering Education Research.” Journal of Engineering Education 104, no. 2 (April 2015): 108–118. doi:10.1002/jee.20070.
   Web of Science ®Google Scholar
• Eliot, John, and Ian Macfarlane Smith. An International Directory of Spatial Tests. Windsor, Berkshire: NFER-NELSON Publishing Company, 1983.
   Google Scholar
• Endres, Madeline, Madison Fansher, Priti Shah, and Westley Weimer. “To Read or to Rotate? Comparing the Effects of Technical Reading Training and Spatial Skills Training on Novice Programming Ability.” In Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 754–766. Athens Greece: ACM, 2021. doi:10.1145/3468264.3468583.
   Google Scholar
• Farrell, Stephanie, Gavin Duffy, and Brian Bowe. “A Cross-cultural Exploration of Spatial Visualisation Abilities of First Year STEM Students: Students from Gulf States and Ireland.” In 2015 International Conference on Interactive Collaborative Learning (ICL), 922–926. Firenze, Italy: IEEE, 2015. doi:10.1109/ICL.2015.7318150.
   Google Scholar
• Faulkner, Wendy. “Dualisms,: Hierarchies and Gender in Engineering.” Social Studies of Science 30, no. 5 (2000): 759–792.
   Web of Science ®Google Scholar
• Fontaine, Maxine. “The Relationship between Persistence, Effort, and Achievement in a Spatial Skills Training Program,” 2022.
   Google Scholar
• Gali, Felicita, and Sudhakar Venukapalli. “Does Visual-spatial Cognition Affect Children’s Astronomical Experiences? European Journal of Education Studies 8, no. 1 (2021): 179–195.
   Google Scholar
• Gimmestad, Beverly. “Gender Differences in Spatial Visualization and Predictors of Success in an Engineering Design Course.” In Proceedings of the National Conference on Women in Mathematics and the Sciences, 133–136. St. Cloud, MN, 1989.
   Google Scholar
• Gonzales, Rene A., Gordon Ferns, Marc A. T. M. Vorstenbosch, and Claire F. Smith. “Does Spatial Awareness Training Affect Anatomy Learning in Medical Students?” Anatomical Sciences Education 13, no. 6 (November 2020): 707–720. doi:10.1002/ase.1949.
   PubMed Web of Science ®Google Scholar
• Gould, Stephen Jay. The Mismeasure of Man. New York: W. W. Norton & Company, 1996.
   Google Scholar
• Guay, Roland B. Purdue Spatial Visualisation Test: Rotations. West Lafayette: Purdue Research Foundation, 1976.
   Google Scholar
• Guay, Roland B. “Spatial Ability Measurement: A Critique and an Alternative,” 1980.
   Google Scholar
• Guay, Roland B., and Ernest D. McDaniel. “The Relationship between Mathematics Achievement and Spatial Abilities among Elementary School Children.” Journal for Research in Mathematics Education 8, no. 3 (May, 1977): 211–215. doi:10.2307/748522.
   Google Scholar
• Guay, Roland B., Ernest McDaniel, and Sandra Angelo. “Analytic Factor Confounding Spatial Ability Measurement.” Correlates of Performance on Spatial Aptitude Tests: A Final Report on Grant No. DAHC 19-77-G-0019 U.S. Army Research Institute for the Behavioral, 1978.
   Google Scholar
• Guttman, Ruth, Elizabeth E. Epstein, Marianne Amir, and Louis Guttman. “A Structural Theory of Spatial Abilities.” Applied Psychological Measurement 14, no. 3 (1990): 217–236.
   Web of Science ®Google Scholar
• Handley, Ian M., Elizabeth R. Brown, Corinne A. Moss-Racusin, and Jessi L. Smith. “Quality of Evidence Revealing Subtle Gender Biases in Science is in the Eye of the Beholder.” Proceedings of the National Academy of Sciences 112, no. 43 (October 27, 2015): 13201–6. doi:10.1073/pnas.1510649112.
   PubMed Web of Science ®Google Scholar
• Haverkamp, Andrea, Michelle Bothwell, Devlin Montfort, and Qwo-Li Driskill. “Calling for a Paradigm Shift in the Study of Gender in Engineering Education.” Studies in Engineering Education 1, no. 2 (February 11, 2021): 55. doi:10.21061/see.34.
   Google Scholar
• Hegarty, Mary. “Ability and Sex Differences in Spatial Thinking: What does the Mental Rotation Test Really Measure?” Psychonomic Bulletin & Review 25, no. 3 (June 2018): 1212–1219. doi:10.3758/s13423-017-1347-z.
   PubMed Web of Science ®Google Scholar
• Hegarty, Mary, and David A Waller. “Individual Differences in Spatial Abilities.” In The Cambridge Handbook of Visuospatial Thinking, edited by P Shah and A Miyake, 121–169. Cambridge, UK: Cambridge University Press, 2005.
   Google Scholar
• Hoke, Tara. “Engineers’ Professional Opinions Must be Grounded in Observation and Analysis.” Civil Engineering Magazine 90, no. 8 (October 2020): 36–37. doi:10.1061/ciegag.0001527.
   Google Scholar
• Karkazis, Katrina. “The Misuses of ‘Biological Sex’.” The Lancet 394, no. 10212 (November 2019): 1898–1899. doi:10.1016/S0140-6736(19)32764-3.
   PubMed Web of Science ®Google Scholar
• Kaufmann, Hannes, Mathis Csisinko, Irene Strasser, Sabine Strauss, Ingrid Koller, and Judith Glück. Design of a Virtual Reality Supported Test for Spatial Abilities. Dresden, Germany: International Society for Geometry and Graphics, 2008.
   Google Scholar
• Khine, Myint Swe. “Spatial Cognition: Key to STEM Success.” In Visual-spatial Ability in STEM Education: Transforming Research into Practice, edited by Myint Swe Khine, 3–8. Cham: Springer International Publishing, 2017. doi:10.1007/978-3-319-44385-0_1.
   Google Scholar
• Laricheva, Elena N., and Armen Ilikchyan. “Exploring the Effect of Virtual Reality on Learning in General Chemistry Students with Low Visual-Spatial Skills.” Journal of Chemical Education (January 17, 2023): acs.jchemed.2c00732. doi:10.1021/acs.jchemed.2c00732.
   Google Scholar
• Levine, Susan C., Alana Foley, Stella Lourenco, Stacy Ehrlich, and Kristin Ratliff. “Sex Differences in Spatial Cognition: Advancing the Conversation.” WIREs Cognitive Science 7, no. 2 (March 2016): 127–155. doi:10.1002/wcs.1380.
   Web of Science ®Google Scholar
• Linn, Marcia C, and Anne C. Petersen. “Emergence and Characterization of Sex Differences in Spatial Ability: A Meta-analysis.” Child Development 56, no. 6 (1985): 1479–1498.
   PubMed Web of Science ®Google Scholar
• Liptow, Emily, Katherine Chen, Robin Parent, Jaclyn Duerr, and Dylan Henson. “A Sense of Belonging: Creating a Community for First-generation, Underrepresented Groups and Minorities through an Engineering Student Success Course.” In 2016 ASEE Annual Conference & Exposition Proceedings, 26439. New Orleans, LA: ASEE Conferences, 2016. doi:10.18260/p.26439.
   Google Scholar
• Lohman, David F. “Spatial Abilities as Traits, Processes, and Knowledge.” In Advances in the Psychology of Human Intelligence, edited by R. J. Sternberg, 181–248. Hillsdale, NJ: Erlbaum, 1988.
   Google Scholar
• Lombroso, C., and W. Ferrero. Female Offender. New York: Philos Lib, 1958.
   Google Scholar
• Ly, Anna, Jack Parkinson, Quintin Cutts, Michael Liut, and Andrew Petersen. “Spatial Skills and Demographic Factors in CS1.” In 21st Koli Calling International Conference on Computing Education Research, 1–10. Joensuu Finland: ACM, 2021. doi:10.1145/3488042.3488049.
   Google Scholar
• Maeda, Yukiko, and So Yoon Yoon. “Are Gender Differences in Spatial Ability Real or an Artifact? Evaluation of Measurement Invariance on the Revised PSVT:R.” Journal of Psychoeducational Assessment 34, no. 4 (July 2016): 397–403. doi:10.1177/0734282915609843.
   Web of Science ®Google Scholar
• Maeda, Yukiko, and So Yoon Yoon. “A Meta-analysis on Gender Differences in Mental Rotation Ability Measured by the Purdue Spatial Visualization Tests: Visualization of Rotations (PSVT:R).” Educational Psychology Review 25, no. 1 (March 2013): 69–94. doi:10.1007/s10648-012-9215-x.
   Web of Science ®Google Scholar
• Maeda, Yukiko, So Yoon Yoon, Gyenam Kim-Kang, and P. K. Imbrie. “Psychometric Properties of the Revised PSVT:R for Measuring First Year Engineering Students’ Spatial Ability.” International Journal of Engineering Education 29, no. 3 (2013): 763–776.
   Web of Science ®Google Scholar
• Metz, Susan, Tania Jarosewich, and Susan Metz. “Spatial Skills Training Impacts Retention of Engineering Students – Does This Success Translate to Community College Students in Technical Education?” In 2018 ASEE Annual Conference & Exposition Proceedings, 29862. Salt Lake City, UT: ASEE Conferences, 2018. doi:10.18260/1-2–29862.
   Google Scholar
• Michael, William B., J. P. Guilford, Benjamin Fruchter, and Wayne S. Zimmerman. “The Description of Spatial-Visualization Abilities.” Educational and Psychological Measurement 17, no. 2 (July 1957): 185–199. doi:10.1177/001316445701700202.
   Web of Science ®Google Scholar
• Oliver-Hoyo, Maria, and Melissa A. Babilonia-Rosa. “Promotion of Spatial Skills in Chemistry and Biochemistry Education at the College Level.” Journal of Chemical Education 94, no. 8 (August 8, 2017): 996–1006. doi:10.1021/acs.jchemed.7b00094.
   Web of Science ®Google Scholar
• Ortner, Tuulia M., and Monika Sieverding. “Where are the Gender Differences? Male Priming Boosts Spatial Skills in Women.” Sex Roles 59, no. 3–4 (August 2008): 274–281. doi:10.1007/s11199-008-9448-9.
   Web of Science ®Google Scholar
• Sanchis-Segura, Carla, Naiara Aguirre, Álvaro J. Cruz-Gómez, Noemí Solozano, and Cristina Forn. “Do Gender-related Stereotypes Affect Spatial Performance? Exploring When, How and to Whom Using a Chronometric Two-choice Mental Rotation Task.” Frontiers in Psychology 9, no. 1261 (July 24, 2018): 1–17. doi:10.3389/fpsyg.2018.01261.
   PubMedGoogle Scholar
• Serrano Anazco, Mayari, and Suzanne Zurn-Birkhimer. “Using Origami and CAD as Tools for Spatial Ability Training for First-year Female Engineering Students.” In 2020 ASEE Virtual Annual Conference Content Access Proceedings, 35468. Virtual On line: ASEE Conferences, 2020. doi:10.18260/1-2–35468.
   Google Scholar
• Shepard, Roger N., and Lynn A. Cooper. Mental Images and their Transformations. Cambridge, MA; London, England: The MIT Press, 1982.
   Google Scholar
• Shepard, Roger N., and Jacqueline Metzler. “Mental Rotation of Three-dimensional Objects.” Science, New Series 171, no. 3972 (1971): 701–703.
   PubMed Web of Science ®Google Scholar
• Sherman, Julia A. “Problem of Sex Differences in Space Perception and Aspects of Intellectual Functioning.” Psychological Review 74, no. 4 (1967): 290–299. doi:10.1037/h0024723.
   PubMed Web of Science ®Google Scholar
• Sherman, J. A. Sex-related Congitive Differences: An Essay on Theory and Evidence. Springfield, IL: Charles C Thomas, 1978.
   Google Scholar
• Smith, Ian Macfarlane. Spatial Ability: Its Educational and Social Significance. Warwick Square. London E.C.4: University of London Press LTD, 1964.
   Google Scholar
• Sorby, Sheryl A. “Developing 3D Spatial Skills for Engineering Students.” Australasian Journal of Engineering Education 13, no. 1 (January 2007): 1–11. doi:10.1080/22054952.2007.11463998.
   Google Scholar
• Sorby, Sheryl A. “Developing 3-D Spatial Visualization Skills.” Engineering Design Graphics Journal 63, no. 2 (1999): 21–32.
   Google Scholar
• Sorby, Sheryl A., and Beverly J. Baartmans. “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, no. 3 (July 2000): 301–307. doi:10.1002/j.2168-9830.2000.tb00529.x.
   Google Scholar
• Sorby, Sheryl A., Beth Casey, Norma Veurink, and Alana Dulaney. “The Role of Spatial Training in Improving Spatial and Calculus Performance in Engineering Students.” Learning and Individual Differences 26 (August 2013): 20–29. doi:10.1016/j.lindif.2013.03.010.
   Web of Science ®Google Scholar
• Sorby, Sheryl A., Norma Veurink, and Scott Streiner. “Does Spatial Skills Instruction Improve STEM Outcomes? The Answer is ‘Yes’.” Learning and Individual Differences 67 (October 2018): 209–222. doi:10.1016/j.lindif.2018.09.001.
   Web of Science ®Google Scholar
• Spearman, C., and L. L. Wynn Jones. Human Ability: A Continuation of “The Abilities of Man”. London: Macmillan & Co. Ltd., 1950.
   Google Scholar
• Stieff, Mike, Andrea Origenes, Dane DeSutter, Matthew Lira, Lukas Banevicius, Dylan Tabang, and Gervacio Cabel. “Operational Constraints on the Mental Rotation of STEM Representations.” Journal of Educational Psychology 110, no. 8 (November 2018): 1160–1174. doi:10.1037/edu0000258.
   Web of Science ®Google Scholar
• Stieff, Mike, and David Uttal. “How Much can Spatial Training Improve STEM Achievement?” Educational Psychology Review 27, no. 4 (December 2015): 607–615. doi:10.1007/s10648-015-9304-8.
   Web of Science ®Google Scholar
• Uttal, David H., Nathaniel G. Meadow, Elizabeth Tipton, Linda L. Hand, Alison R. Alden, Christopher Warren, and Nora S. Newcombe. “The Malleability of Spatial Skills: A Meta-analysis of Training Studies.” Psychological Bulletin 139, no. 2 (March 2013): 352–402. doi:10.1037/a0028446.
   PubMed Web of Science ®Google Scholar
• Vandenberg, Steven G. “Sources of Variance in Performance of Spatial Tests.” In Children’s Spatial Development, edited by John Eliot and Neil J. Salkind. Springfield, IL: Charles C Thomas, 1975.
   Google Scholar
• Vandenberg, Steven G., and Allan R. Kuse. “Mental Rotations, a Group Test of Three-Dimensional Spatial Visualization.” Perceptual and Motor Skills 47, no. 2 (December 1978): 599–604. doi:10.2466/pms.1978.47.2.599.
   PubMed Web of Science ®Google Scholar
• Veurink, Norma L., and Sheryl A. Sorby. “Longitudinal Study of the Impact of Requiring Training for Students with Initially Weak Spatial Skills.” European Journal of Engineering Education 44, no. 1–2 (March 4, 2019): 153–163. doi:10.1080/03043797.2017.1390547.
   Web of Science ®Google Scholar
• Voyer, Daniel, Susan Voyer, and M. P. Bryden. “Magnitude of Sex Differences in Spatial Abilities: A Meta-analysis and Consideration of Critical Variables.” American Psychological Association 117, no. 2 (1995): 250–270.
   Google Scholar
• Wai, Jonathan, David Lubinski, and Camilla P. Benbow. “Spatial Ability for STEM Domains: Aligning over 50 Years of Cumulative Psychological Knowledge Solidifies its Importance.” Journal of Educational Psychology 101, no. 4 (November 2009): 817–835. doi:10.1037/a0016127.
   Web of Science ®Google Scholar
• Weng, Cathy, Abirami Rathinasabapathi, Apollo Weng, and Cindy Zagita. “Mixed Reality in Science Education as a Learning Support: A Revitalized Science Book.” Journal of Educational Computing Research 57, no. 3 (June 2019): 777–807. doi:10.1177/0735633118757017.
   Web of Science ®Google Scholar
• Winner, Langdon. “Do Artifacts Have Politics?” Daedalus, Modern Technology: Problem or Opportunity? 109, no. 1 (1980): 121–136.
   Web of Science ®Google Scholar
• Yoon, So Yoon. “Psychometric Properties of the Revised Purdue Spatial Visualization Tests: Visualization of Rotations (The Revised PSVT:R) [Doctoral Dissertation, Purdue University] (Publication Number 3480934).” ProQuest Dissertations & Theses Global, 2011.
   Google Scholar
• Yoon, S. Y. “Revised Purdue Spatial Visualization Test: Visualization of Rotations (Revised PSVT:R) [Psychometric Instrument],” 2011.
   Google Scholar
• Yue, Jianping. “Spatial Visualization by Isometric Drawing.” In Proceedings of the 2006 IJME. Union, New Jersey, 2006.
   Google Scholar
• Yue, Jianping. “Spatial Visualization by Realistic 3D Views.” Engineering Design Graphics Journal 72, no. 1 (2008): 28–38.
   Google Scholar
• Zuberi, Tukufu. Thicker Than Blood: How Racial Statistics Lie. Minneapolis, MN: University of Minnesota Press, 2001.
   Google Scholar