References
- Ahn, Y. H., Kwon, H., Pearce, A. R., & Shin, H. (2010, April). Key competencies for U.S. construction graduates: An exploratory factor analysis. In ASC proceedings of the 46th annual conference. Boston, MA. Retrieved March 24, 2018 from. http://ascpro0.ascweb.org/archives/cd/2010/paper/CERT170002010.pdf
- Bhattacharjee, S., Ghosh, S., Young-Corbett, D. E., & Fiori, C. M. (2012). Comparison of industry expectations and student perceptions of knowledge and skills required for construction career success. International Journal of Construction Education and Research, 9(1), 19–38. https://doi.org/https://doi.org/10.1080/15578771.2011.647248
- Bilderbeek, R., & Den Hertog, P. (1998). Technology-based knowledge-intensive business services in the Netherlands: Their significance as a driving force behind knowledge-driven innovation. Vierteljahrshefte zur Wirtschaftsforschung, 67(2), 126–138. https://www.econstor.eu/bitstream/10419/141202/1/vjh_v67_i02_pp126-138.pdf
- Black, A. A. (2005). Spatial ability and earth science conceptual understanding. Journal of Geoscience Education, 53(4), 402–414. https://doi.org/https://doi.org/10.5408/1089-9995-53.4.402
- Bodner, G. M., & Guay, R. B. (1997). The purdue visualization of rotations test. The Chemical Educator, 2(4), 1–17. https://doi.org/https://doi.org/10.1007/s00897970138a
- Carnevale, A. P., Smith, N., & Melton, M. (2011). STEM: Science technology engineering mathematics. Georgetown University Center on Education and the Workforce, Washington, DC. http://files.eric.ed.gov/fulltext/ED525297.pdf
- Clevenger, C., Glick, S., & Del Puerto, C. L. (2012). Interoperable learning leveraging building information modeling (BIM) in construction education. International Journal of Construction Education and Research, 8(2), 101–118. https://doi.org/https://doi.org/10.1080/15578771.2011.647249
- Contero, M., Naya, F., Company, P., Saorin, J. L., & Conesa, J. (2005). Improving visualization skills in engineering education. Computer Graphics in Education, 25(5), 24–31. https://doi.org/https://doi.org/10.1109/MCG.2005.107
- Deno, J. (1995). The relationship of previous experiences to spatial visualization ability. Engineering Design Graphics Journal, 59(3), 5–17.
- Dillman, D. A., & Bowker, D. K., (1999). The web questionnaire challenge to survey methodologists. Online social sciences, 53-71. Retrieved July 31, 2020, from. https://www.researchgate.net/publication/248064323_The_Web_Questionnaire_Challenge_to_Survey_Methodologists/link/549813c20cf2c5a7e34291de/download
- Ernst, J. V., Williams, T. O., Kelly, D. P., & Clark, A. C. (2017). Factors of spatial visualization: An analysis of the PSVT:R. Engineering Design Graphics Journal, 81(1), 1–10. http://edgj.org/index.php/EDGJ/article/view/563
- Glick, S., Porter, D., & Smith, C. (2012). Student visualization: Using 3-D models in undergraduate construction management education. International Journal of Construction Education and Research, 8(1), 26–46. https://doi.org/https://doi.org/10.1080/15578771.2011.619247
- Gliner, J. A., Morgan, G. A., & Leech, N. L. (2009). Research methods in applied settings: An integrated approach to design and analysis (2nd ed.). Lawrence Erlbaum Associates.
- Gottfredson, L. S. (1997). Mainstream science on intelligence: An editorial with 52 signatories, history, and bibliography. Intelligence, 24(1), 13–23. https://doi.org/https://doi.org/10.1016/S0160-2896(97)90011-8
- Gould, F. E., & Joyce, N. E. (2009). Construction project management (3rd ed.). Prentice Hall.
- Groves, R. M. (2006). Nonresponse rates and nonresponse bias in household surveys. Public Opinion Quarterly, 70(5), 646–675. https://doi.org/https://doi.org/10.1093/poq/nfl033
- Guay, R. B. (1976). purdue spatial visualization test. Purdue Research Foundation.
- Guenther, D. A., & Rosman, A. J. (1994). Differences between COMPUSTAT and CRSP SIC codes and related effects on research. Journal of Accounting and Economics, 18(1), 115–128. https://doi.org/https://doi.org/10.1016/0165-4101(94)90021-3
- Hauptman, H. (2010). Enhancement of spatial thinking with Virtual Spaces 1.0. Computers & Education, 54(1), 123–135. https://doi.org/https://doi.org/10.1016/j.compedu.2009.07.013
- Hegarty, M., Keehner, M., Khooshabeh, P., & Montello, D. R. (2009). How spatial abilities enhance, and are enhanced by dental education. Learning and Individual Differences, 19(1), 61–70. https://doi.org/https://doi.org/10.1016/j.lindif.2008.04.006
- Herrnstein, R. J., & Murray, C. (1994). Bell curve: Intelligence and class structure in American life. Simon and Schuster.
- Jackson, B. J. (2010). Construction management: Jumpstart. Wiley Publishing, Inc.
- 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/https://doi.org/10.1177/0956797613478615
- Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of sex differences in spatial ability: A meta-analysis. Child Development, 56(6), 1479–1498. https://doi.org/https://doi.org/10.2307/1130467
- Lohman, D. F. (1996). Spatial ability and g. In I. Dennis & P. Tapsfield (Eds.), Human abilities: Their nature and assessment (pp. 97–116). Erlbaum.
- Maeda, Y., Yoon, S. Y., Kim-Kang, G., & Imbrie, P. K. (2013). Psychometric properties of the revised PSVT:R for measuring first year engineering students’ spatial ability. International Journal of Engineering Education, 29(3), 763–776. https://www.researchgate.net/profile/So_Yoon_yoona_Yoon2/publication/261760571_Psychometric_Properties_of_the_Revised_PSVT_R_for_Measuring_First_Year_Engineering_Students'_Spatial_Ability/links/564217a208aebaaea1f8b8c4/Psychometric-Properties-of-the-Revised-PSVT-R-for-Measuring-First-Year-Engineering-Students-Spatial-Ability.pdf
- 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/https://doi.org/10.1037/0033-2909.86.5.889
- Messner, J. I., & Horman, M. (2003, September 24–26). Using advanced visualization tools to improve construction education. In Proceedings of CONVR 2003 Conference, Virginia Tech, 145–155.
- Miller, C. (1996). A historical review of applied and theoretical spatial visualization publications in engineering graphics. Engineering Design Graphics Journal, 60(3), 12–33. https://ci.nii.ac.jp/naid/10004193083/
- Olkun, S. (2003). Making connections: Improving spatial abilities with engineering drawing activities. International Journal of Mathematics Teaching and Learning, 3(1), 1–10. https://d1wqtxts1xzle7.cloudfront.net/31077097/sinanolkun.pdf?1364941542=&response-content-disposition=inline%3B+filename%3DMaking_Connections_Improving_Spatial_Abi.pdf&Expires=1598314859&Signature=OcotiqoB7fuGuw3~INX2GYOZPQ9Sc3Oi6RAP0jN0T52L8VKxQogkRa6~plj6TOnItozvni66ZyzyORstjrhEOfxFJRaOkmuMiRrbpcJOzysGX-2Q~ZiUD3Ove-Pvr5x-YZ5hH2FOZWrb-wLH~Alsdze41X22u9bMI~PsCTjx1zrzySQ0TA8x8z141Evg2PC2lK2oH~AuL9FTrETeJE~5lhejeMdApWGyo32fgAxbRm00FzVZBl8SMl3TWC365t1xu~Z6wSDuqKgRZuIfq~juOH4nPs8VhHsbLZz6NECLDFO7mB30L-q4Ghk2PUEE6ghLb5SxYydWRPCBXVYgPtjpNg__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA.
- Schneider, W. J., & McGrew, K. S. (2013). Individual differences in the ability to process information. The Handbook of Educational Theories, 767–782. http://www.iapsych.com/articles/schneider2013.pdf
- Sorby, S. A. (1999). Developing 3-D spatial visualization skills. Engineering Design Graphics Journal, 63(2), 21–32. http://www.edgj.org/index.php/EDGJ/article/view/126/122
- Sorby, S. A. (2007). Developing 3D spatial skills for engineering students. Australasian Journal of Engineering Education, 13(1), 1–11. https://doi.org/https://doi.org/10.1080/22054952.2007.11463998
- 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/https://doi.org/10.1002/j.2168-9830.2000.tb00529.x
- Sorby, S. A., & Veurink, N. (2010). Long-term results from spatial skills intervention among first-year engineering students. In Proceedings of the 65th Midyear Meeting of the Engineering Design Graphics Division of ASEE.
- Sorby, S. A., Veurink, N., & Streiner, S. (2018). Does spatial skills instruction improve STEM outcomes? The answer is ‘yes’. Learning and Individual Differences, 67, 209–222. https://doi.org/https://doi.org/10.1016/j.lindif.2018.09.001
- Spearman, C. (1927). The abilities of man. Macmillan.
- Survey Monkey. (2015). Fluid Surveys, San Mateo, California, USA. Retrieved August 17, 2015, from http://fluidsurveys.com/survey-sample-size-calculator/
- Uttal, D. H., Meadow, N. G., Tipton, E., Hand, L. L., Alden, A. R., Warren, C., & Newcombe, N. S. (2013). The malleability of spatial skills: A meta-analysis of training studies. Psychological Bulletin, 139(2), 352–402. https://doi.org/https://doi.org/10.1037/a0028446
- 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. https://doi.org/https://doi.org/10.1037/a0016127
- Wenger, E. (2009). Communities of practice. Communities, 22(5), 57–80. https://neillthew.typepad.com/files/communities-of-practice-1.pdf
- Williamson, K. C., & Andrew, A. (2018). Spatial ability and academic performance correlations in construction surveying. 54th associated schools of construction annual international conference proceedings, Minneapolis, MN, 8.