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Articles

Teaching Visually Impaired College Students in Introductory Statistics

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References

  • AAWB-AEVH-NBA Advisory Council to the Braille Authority (1972), The Nemeth Braille Code for Mathematics and Science Notation (1972 Revision), Louisville, KY: American Printing House for the Blind.
  • AMAC Braille Library (2017), available at https://www.amacusg.gatech.edu/braille-search.php
  • American Federation for the Blind (1996), “Estimated Number of Adult Braille Readers in the United States,” Journal of Vision Impairment & Blindness, 90, 287.
  • Archambault, D. (2019), “Braille Mathematical Notations,” Chezdom, available at http://chezdom.net/mathematicalbraillecodes/
  • Ayoung (2013), “Normal Distribution Sliced to Show 68-95-99.7 Rule,” Thingiverse, available at https://www.thingiverse.com/thing:185896
  • Ballesteros, S., Bardisa, D., Millar, S., and Reales, J. M. (2005), “The Haptic Test Battery: A New Instrument to Test Tactual Abilities in Blind and Visually Impaired and Sighted Children,” British Journal of Visual Impairment, 23, 11–24. DOI: 10.1177/0264619605051717.
  • Bell, E. C., and Silverman, A. M. (2019), “Access to Math and Science Content for Youth Who Are Blind or Visually Impaired,” Journal of Blindness Innovation and Research, 9. DOI: 10.5241/9-152.
  • Blackorby, J., Chorost, M., Garza, N., and Guzman, A. (2003), The Academic Performance of Secondary School Students With Disabilities: NLTS2 Report, Washington, DC: U.S. Department of Education.
  • Braille Authority of North America and Canadian Braille Authority (2011), Guidelines and Standards for Tactile Graphics (2010), Louisville, Kentucky: American Printing House for the Blind.
  • Brewer, D. S. (2010), “The Effects of Online Homework on Achievement and Self-Efficacy of College Algebra Students,” Dissertation Abstracts International Section A: Humanities and Social Sciences, 70, 2425.
  • Budd, J. M., and LaGrow, S. J. (2000), “Using a Three-Dimensional Interactive Model to Teach Environmental Concepts to Visually Impaired Children,” Re:view, 32, 83.
  • Butler, M. B., and Zerr, R. J. (2005), “The Use of Online Homework Systems to Enhance Out-of-Class Student Engagement,” International Journal for Technology in Mathematics Education, 12, 51–58.
  • Chang, L. A., White, C. M., and Abrahamson, L. (1983), Handbook for Spoken Mathematics: Larry’s Speakeasy, Livermore, CA: Lawrence Livermore Laboratory, University of California.
  • Cook, S. W., Yip, T., and Goldin-Meadow, S. (2012), “Gestures, but not Meaningless Movements, Lighten Working Memory Load When Explaining Math,” Language and Cognitive Processes, 27, 594–610. DOI: 10.1080/01690965.2011.567074.
  • Crollen, V., Mahe, R., Collignon, O., and Seron, X. (2011), “The Role of Vision in the Development of Finger-Number Interactions: Finger-Counting and Finger-Montring in Blind Children,” Journal of Experimental Child Psychology, 109, 525–539. DOI: 10.1016/j.jecp.2011.03.011.
  • Cryer, H. (2013), “Teaching STEM Subjects to Blind and Partially Sighted Students: Literature Review and Resources,” available at http://www.rnib.org.uk/knowledge-and-research-hub/research-reports/education-research/stem
  • Danowall (2018), “United States by Carbon Emissions per Capita (2000–2014),” Thingiverse, available at https://www.thingiverse.com/thing:2751956
  • Dick, T., and Kubiak, E. (1997), “Issues and Aids for Teaching Mathematics to the Blind,” The Mathematics Teacher, 90, 344–349.
  • Dotov, D., Lin, N., Wojcik, K., Jinks, A., Yu, X., and Chemero, A. (2017), “Cognitive and Movement Measures Reflect the Transition to Presence-at-Hand,” New Ideas in Psychology, 45, 1–10. DOI: 10.1016/j.newideapsych.2017.01.001.
  • Erhardt, R. J., and Shuman, M. P. (2015), “Assistive Technologies for Second-Year Statistics Students Who Are Blind,” Journal of Statistics Education, 23, 1–28. DOI: 10.1080/10691898.2015.11889733.
  • Eskritt, M., Lee, K., and Donald, M. (2001), “The Influence of Symbolic Literacy on Memory: Testing Plato’s Hypothesis,” Canadian Journal of Experimental Psychology/Revue Canadienne de Psychologie Expérimentale, 55, 39–50. DOI: 10.1037/h0087351.
  • Fitzpatrick, D. (2006), “Mathematics: How and What to Speak,” in International Conference on Computers for Handicapped Persons, pp. 1199–1206, Linz, Austria. DOI: 10.1007/11788713_173.
  • Fitzpatrick, D., Godfrey, A. J. R., and Sorge, V. (2017), “Producing Accessible Statistics Diagrams in R,” in 14th Web for All Conference, Perth, Australia. DOI: 10.1145/3058555.3058564,.available at http://pure-oai.bham.ac.uk/ws/files/43284212/a22_Fitzpatrick.pdf
  • GAISE College Report ASA Revision Committee (2016), “Guidelines for Assessment and Instruction in Statistics Education College Report 2016,” available at http://www.amstat.org/asa/files/pdfs/GAISE/GaiseCollege_Full.pdf
  • Gibson, W. E., and Darron, C. (1999), “Teaching Statistics to a Student Who Is Blind,” Teaching of Psychology, 26, 130–131. DOI: 10.1207/s15328023top2602_13.
  • Giraud, S., Brock, A. M., Mace, M. J., and Jouffrais, C. (2017),” Map Learning with a 3D Printed Interactive Small-Scale Model: Improvement of Space and Text Memorization in Visually Impaired Students,” Frontiers in Psychology, 8, 1–10. DOI: 10.3389/fpsyg.2017.00930.
  • Goldin-Meadow, S., Nusbaum, H., Kelly, S. D., and Wagner, S. (2001), “Explaining Math: Gesturing Lightens the Load,” Psychological Science, 12, 516–522. DOI: 10.1111/1467-9280.00395.
  • Godfrey, A. J. R. (2012), “Putting it all Together: A Blind Person’s Perspective on Developing a Toolbox for Document Preparation,” in Proceedings of the International Workshop on Digitization and E-Inclusion in Mathematics and Science 2012, pp. 135–142, Tokyo, Japan.
  • Godfrey, A. J. R. (2013), “Statistical Software From a Blind Person’s Perspective,” The R Journal, 5, 73–79. DOI: 10.32614/RJ-2013-007.
  • Godfrey, A. J. R. (2016a), “Statistical Software for Blind Users,” available at https://r-resources.massey.ac.nz/statsoftware/
  • Godfrey, A. J. R. (2016b), LURN: Let’s Use R Now, Palmerston North, New Zealand; Massey University, available at https://r-resources.massey.ac.nz/LURN/
  • Godfrey, A. J. R. (2016c), “R Markdown: Lifesaver or Death Trap?” in useR! 2016 International R User Conference, Stanford, CA. Available at https://channel9.msdn.com/Events/useR-international-R-User-conference/useR2016/R-markdown-Lifesaver-or-death-trap
  • Godfrey, A. J. R. (2018), “BrailleR: Improved Access for Blind Users,” available at https://cran.r-project.org/web/packages/BrailleR/BrailleR.pdf
  • Godfrey, A. J. R. (2019), “WriteR,” Github Repository, available at https://github.com/ajrgodfrey/WriteR
  • Godfrey, A. J. R., and Curtis, J. (2016), “Simple Authoring of Statistical Analyses by and for Blind People,” in Proceedings of the International Workshop on Digitalization and E-Inclusion in Mathematics and Science 2016, pp. 47–54, Tokyo, Japan. Available at https://r-resources.massey.ac.nz/papers/deims16writeR/
  • Godfrey, A. J. R., and Erhardt, R. (2014), “Addendum to ‘Statistical Software From a Blind Person’s Perspective,” The R Journal, 6, 182. DOI: 10.32614/RJ-2014-017.
  • Godfrey, A. J. R., and Loots, M. T. (2014), “Statistical Software (R, SAS, SPSS, and Minitab) for Blind Students and Practitioners,” Journal of Statistical Software, 58, 1–25.
  • Godfrey, A. J. R., and Loots, M. T. (2015), “Advice From Blind Teachers on How to Teach Statistics to Blind Students,” Journal of Statistics Education, 23, 1–27. DOI: 10.1080/10691898.2015.11889746.
  • Godfrey, A. J. R., and Murrell, P. (2016), “Statistical Graphs Made Tactile,” in Proceedings of the International Workshop on Digitalization and E-Inclusion in Mathematics and Science 2016, pp. 69–74, available at https://r-resources.massey.ac.nz/papers/deims16tactile/
  • Godfrey, A. J. R., Murrell, P., and Sorge, V. (2018), “An Accessible Interaction Model for Data Visualization in Statistics,” in Proceedings of the International Conference on Computers Helping People with Special Needs 2018, pp. 590–597, Linz, Austria.
  • Hasper, E., Windhorst, R., Hedgpeth, T., Van Tuyl, L., Gonzales, A., Baluch, D., Martinez, B., Yu, H., and Farkas, Z. (2015), “Methods for Creating and Evaluating 3D Tactile Images to Teach STEM Courses to the Visually Impaired,” Journal of College Science Teaching, 44, 92–99. DOI: 10.2505/4/jcst15_044_06_92.
  • Hawley, C. E., Cardoso, E., and McMahon, B. T. (2013), “Adolescence to Adulthood in STEM Education and Career Development: The Experience of Students at the Intersection of Underrepresented Minority Status and Disability,” Journal of Vocational Rehabilitation, 39, 193–204.
  • Heidegger, M. (J. Macquarrie and E. Robinson, trans.) (1962), Being and Time, San Francisco, CA: Harper.
  • Holbrook, M. C., and Koenig, A. J. (1992), “Teaching Braille Reading to Students With Low Vision,” Journal of Visual Impairment & Blindness, 86, 44–48. DOI: 10.1177/0145482X0009401102.
  • Horvath, J., and Cameron, R. (2017), 3D Printed Science Projects (Vol. 2), Pasadena, CA: Nonscriptum LLC.
  • Howard, A. M., Parking, C. H., and Remy, S. (2012), “Using Haptic and Auditory Interaction Tools to Engage Students With Visual Impairments in Robot Programming Activities,” IEEE Transactions on Learning Technologies, 5, 87–95.
  • Ideabigbang (2017), “Pascal’s Triangle,” Thingiverse, available at https://www.thingiverse.com/thing:2121207
  • Jones, M. G., Minogue, J., Oppewal, T., Cook, M. P., and Broadwell, B. (2006), “Visualizing Without Vision at the Microscale: Students With Visual Impairments Explore Cells With Touch,” Journal of Science Education and Technology, 15, 345–351. DOI: 10.1007/s10956-006-9022-6.
  • Kapperman, G. (1974), “A Comparisons of Three Methods of Arithmetic Computation by the Blind,” unpublished doctoral dissertation, University of Northern Colorado, Greeley.
  • Kapperman, G., Heinze, T., and Sticken, J. (1997), Strategies for Developing Mathematics Skills in Students Who Read Braille, Sycamore, IL: Research and Development Institute.
  • Kassambara, A., and Mundt, F. (2017), “Package Factoextra,” available at http://www.sthda.com/english/rpkgs/factoextra/
  • Kay, D. (2016a), “Normal Distribution With Mean and Standard Deviation Markers,” Thingiverse, available at https://www.thingiverse.com/thing:1360467
  • Kay, D. (2016b), “Standard Normal Distribution Model (With Mean and Standard Deviation lines),” Thingiverse, available at https://www.thingiverse.com/thing:1463604
  • Lam, R. C., and Wang, C. (1982), “Integrating Blind and Sighted Through Music,” Music Educators Journal, 68, 44–45. DOI: 10.2307/3395964.
  • Le, S., Josse, J., and Husson, F. (2008), “FactoMineR: An R Package for Multivariate Analysis,” Journal of Statistical Software, 25, 1–18. DOI: 10.18637/jss.v025.i01.
  • Leuders, J. (2016), “Tactile and Acoustic Teaching Material in Inclusive Mathematics Classrooms,” British Journal of Visual Impairment, 34, 42–53. DOI: 10.1177/0264619615610160.
  • Lunsford, M. L., and Pendergrass, M. (2016), “Making Online Homework Work,” Problems, Resources, and Issues in Mathematics Undergraduate Studies, 26, 531–544. DOI: 10.1080/10511970.2015.1110219.
  • Marson, S. M., Harrington, C. F., and Walls, A. (2013), “Teaching Introductory Statistics to Blind Students,” Teaching Statistics, 35, 21–25. DOI: 10.1111/j.1467-9639.2012.00510.x.
  • Millar, S. (2000), “Modality and Mind: Convergent Active Processing in Interrelated Networks as a Model of Development and Perception by Touch,” in Touch, Representation, and Blindness, ed. M. A. Heller, Oxford: Oxford University Press, pp. 99–135.
  • Moon, N. W., Todd, R. L., Morton, D. L., and Ivey, E. (2012), Accommodating Students With Disabilities in Science, Technology, Engineering, and Mathematics (STEM), Atlanta, GA: Center for Assistive Technology and Environmental Access.
  • Murphy, E., Bates, E., and Fitzpatrick, D. (2010), “Designing Auditory Cues to Enhance Spoken Mathematics for Visually Impaired Users,” in Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 75–82, Orlando, FL.
  • Nolan, D., and Perrett, J. (2016), “Teaching and Learning Data Visualization: Ideas and Assignments,” The American Statistician, 70, 260–269. DOI: 10.1080/00031305.2015.1123651.
  • O’Donnell, M. G. (1991), “A Problem of Graphics: Economics and the Blind,” The Social Studies, 82, 91–93.
  • O’Sullivan, L., Picinali, L., Gerino, A., and Cawthorne, D. (2015), “A Prototype Audio-Tactile Map System With an Advanced Auditory Display,” International Journal of Mobile Human Computer Interaction, 7, 53–75. DOI: 10.4018/IJMHCI.2015100104.
  • Pietsch, P. (1980), “Three-Dimensional Models for Teaching Neuroanatomy to Blind Students,” Journal of Visual Impairment & Blindness, 74, 109–111.
  • Pritchard, C. K., and Lamb, J. H. (2012), “Teaching Geometry to Visually Impaired Students,” The Mathematics Teacher, 106, 22–27.
  • Quek, F., and McNeill, D. (2006), “Embodiment Awareness, Mathematics Discourse, and the Blind,” Annals of the New York Academy of Sciences, 1093, 266–279. DOI: 10.1196/annals.1382.018.
  • Ram, N., Coccia, M., Conroy, D., Lorek, A., Orland, B., Pincus, A., Sliwinski, M., and Gerstorf, D. (2013), “Behavioral Landscapes and Change in Behavioral Landscapes: A Multiple Time-Scale Density Distribution Approach,” Research in Human Development, 10, 88–110. DOI: 10.1080/15427609.2013.760262.
  • Raz, N., Striem, E., Pundak, G., Orlov, T., and Zohary, E. (2007), “Superior Serial Memory in the Blind: A Case of Cognitive Compensatory Adjustment,” Current Biology, 17, 1129–1133. DOI: 10.1016/j.cub.2007.05.060.
  • Ricker, K. S., and Benefield, L. W. (1981), “Teaching Biology to Visually Handicapped Students,” Journal of College Science Teaching, 10, 355–360.
  • Riebe, L., Girardi, A., and Whitsed, C. (2016), “A Systematic Literature Review of Teamwork Pedagogy in Higher Education,” Small Group Research, 47, 619–664. DOI: 10.1177/1046496416665221.
  • Risko, E. F., and Gilbert, S. J. (2016), “Cognitive Offloading,” Trends in Cognitive Sciences, 20, 676–688. DOI: 10.1016/j.tics.2016.07.002.
  • Rossi, S., Benaglia, M., Brenna, D., Porta, R., and Orlandi, M. (2015), “Three Dimensional (3D) Printing: A Straightforward, User-Friendly Protocol to Convert Virtual Chemical Models to Real-Life Objects,” Journal of Chemical Education, 92, 1398–1401. DOI: 10.1021/acs.jchemed.5b00168.
  • Sahin, M., and Yorek, N. (2009), “Teaching Science to Visually Impaired Students: A Small-Scale Qualitative Study,” US-China Education Review, 6, 19–26.
  • Sanchez, J., and Saenz, M. (2006), “3D Sound Interactive Environments for Blind Children Problem Solving Skills,” Behaviour & Information Technology, 25, 367–378.
  • Schluchter, S. (2018), “Notes on Teaching Precalculus to a Blind Student in a College Precalculus Course,” The Journal of Blindness Innovation and Research, 8. DOI: 10.5241/8-136.
  • Shi, L., Zhao, Y., and Azenkot, S. (2017), “Designing Interactions for 3D Printed Models With Blind People,” in Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 200–209, Baltimore, MD.
  • Silverman, A., and Bell, E. C. (2018), “The Association Between Braille Reading History and Well-Being for Blind Adults,” The Journal of Blindness Innovation and Research, 8. DOI: 10.5241/8-141.
  • Slee, R. (2011), The Irregular School: Exclusion, Schooling, and Inclusive Education, London: Routledge.
  • Smith, D. W., and Smothers, S. M. (2012), “The Role and Characteristics of Tactile Graphics in Secondary Mathematics and Science Textbooks in Braille,” Journal of Visual Impairment & Blindness, 106, 543–554. DOI: 10.1177/0145482X1210600905.
  • Spindler, R. (2006), “Teaching Mathematics to a Student Who Is Blind,” Teaching Mathematics and Its Applications, 25, 120–126. DOI: 10.1093/teamat/hri028.
  • Sticken, J., and Kapperman, G. (1998), “Collaborative and Inclusive Strategies for Teaching Mathematics to Blind Children,” Educational Resources Information Center, ED421821, available at http://files.eric.ed.gov/fulltext/ED421821.pdf
  • Thrun, M. C., Lerch, F., Lotsch, J., and Ultsh, A. (2016), “Visualization and 3D Printing of Multivariate Data of Biomarkers,” in International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision. Pilsen, Czech Republic.
  • Vita, A. C., and Kataoka, V. Y. (2014), “Blind Students’ Learning of Probability Through the Use of a Tactile Model,” Statistics Education Research Journal, 13, 148–163.
  • Wall, S. A., and Brewster, S. A. (2006), “Feeling What you Hear: Tactile Feedback for Navigation of Audio Graphs,” in Proceedings of the 2006 Conference on Human Factors in Computing Systems, pp. 1123–1132, Florence, Italy.
  • Wang, X., Rush, C., and Horton, N. J. (2017), “Data Visualization on Day One: Bringing Big Ideas into Intro Stats Early and Often,” Technology Innovations in Statistics Education, 10. Available at https://escholarship.org/uc/item/84v3774z
  • Watanabe, T., Araki, K., Yamaguchi, T., and Minatani, K. (2016), “Development of Tactile Graph Generation Web Application Using R Statistics Software Environment,” Institution of Electronics, Information and Communication Engineers Transactions on Information and Systems, E99-D, 2151–2160. DOI: 10.1587/transinf.2015EDP7405.
  • WebAIM (2015),. “Screen Reader User Survey #6 Results,” available at http://webaim.org/projects/screenreadersurvey6/
  • Wheeler, M. (2016), “Martin Heidegger,” in The Stanford Encyclopedia of Philosophy (Winter 2016 edition), ed. E. N. Zalta, Stanford, CA: Stanford Encyclopedia of Philosophy. Available at https://plato.stanford.edu/archives/win2016/entries/heidegger/
  • Whitburn, B. (2014), “‘A Really Good Teaching Strategy’: Secondary Students with Vision Impairment Voice Their Experiences of Inclusive Teacher Pedagogy,” British Journal of Visual Impairment, 32, 148–156. DOI: 10.1177/0264619614523279.
  • Winkler, I., and Cowan, N. (2005), “From Sensory to Long-Term Memory: Evidence From Auditory Memory Reactivation Studies,” Experimental Psychology, 52, 3–17. DOI: 10.1027/1618-3169.52.1.3.
  • Wong, P. C., and Bergeron, R. D. (1994), “30 Years of Multidimensional Multivariate Visualization,” in Proceedings of Scientific Visualization, Overviews, Methodologies, and Techniques, pp. 3–33, Washington, DC.
  • Zerr, R. (2007), “A Quantitative and Qualitative Analysis of the Effectiveness of Online Homework in First-Semester Calculus,” Journal of Computers in Mathematics & Science Teaching, 26, 55–73.