Skip to main content

Assessing Mathematics Knowledge and Skill: What College Students Actually Know and Can Do?

  • Chapter
  • First Online:
Frontiers and Advances in Positive Learning in the Age of InformaTiOn (PLATO)

Abstract

This study developed an assessment that was used to evaluate the mathematics knowledge and skills that college students have mastered relative to what is supposedly needed for success in higher education as suggested by prior studies (Conley et al., Reaching the goal: The applicability and importance of the common core state standards to college and career readiness, 2011; NCEE, What does it really mean to be college and work ready? The English and Mathematics required by first year community college students, 2013). The assessment items were categorized according to three content strands associated with the domain of algebraic thinking: variables and patterns, linear equations, and linear functions. Quantitative analyses revealed highly variable performance within each strand but no strong performance differentiation across strands. For all strands, students pursuing STEM degrees outperformed those pursuing non-STEM majors. Qualitative analyses of performance strongly suggest that particular mathematics knowledge and skills can be articulated that do indeed differentiate between high-difficulty and low-difficulty items. The results are discussed relative to arguments and research about the mathematics knowledge and skills needed for success in different programs of study in higher education.

Research in this paper is based upon work supported by the National Science Foundation under grant number DRL-1316736. Any opinions, findings, and conclusions or recommendations expressed in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    A description of each item and its mapping to the CCSSM standards can be obtained from the authors in addition to item performance data.

References

  • Ainsworth, S. (2006). DeFT: A conceptual framework for considering learning with multiple representations. Learning and Instruction, 16, 183–198. https://doi.org/10.1016/j.learninstruc.2006.03.001

    Article  Google Scholar 

  • Attewell, P., Lavin, D., Domina, T., & Levey, T. (2006). New evidence on college remediation. The Journal of Higher Education, 77(5), 886–924. https://doi.org/10.1080/00221546.2006.11778948.

    Article  Google Scholar 

  • Baker, F. (2001). The basics of item response theory. ERIC Clearinghouse on Assessment and Evaluation, University of Maryland, College Park. Retrieved October 30, 2004, from http://echo.edres.org:8080/irt/baker/

  • Brenner, M. E., Mayer, R. E., Moseley, B., Brar, T., Durán, R., Reed, B. S., et al. (1997). Learning by understanding: The role of multiple representations in learning algebra. American Educational Research Journal, 34(4), 663–689. https://doi.org/10.3102/00028312034004663

    Article  Google Scholar 

  • Chen, X. (2016). Remedial coursetaking at U.S. public 2- and 4-year institutions: Scope, experiences, and outcomes. Washington, DC: U.S. Department of Education.

    Google Scholar 

  • Common Core State Standards Initiative. (2010). Common core state standards for mathematics. Retrieved from http://www.corestandards.org/assets/CCSSI_Math%20Standards.pdf

  • Conley, D., Drummond, K., de Gonzalez, A., Rooseboom, J., & Stout, O. (2011). Reaching the goal: The applicability and importance of the common core state standards to college and career readiness. Eugene, OR: Educational Policy Improvement Center.

    Google Scholar 

  • Crocker, L., & Algina, J. (2006). Introduction to classical and modern test theory. New York: Wadsworth.

    Google Scholar 

  • Greene, J. P., & Winters, M. A. (2005). Public high school graduation and college-readiness rates: 1991–2002. New York, Manhattan: Institute for Policy Research, Center for Civic Innovation.

    Google Scholar 

  • Koedinger, K. R., Alibali, M. W., & Nathan, M. J. (2008). Trade-Offs between grounded and abstract representations: Evidence from algebra problem Solving. Cognitive Science, 32, 366–397. https://doi.org/10.1080/03640210701863933

    Article  Google Scholar 

  • Leinhardt, G., Zaslavsky, O., & Stein, M. K. (1990). Functions, graphs, and graphing: Tasks, learning, and teaching. Review of Educational Research, 60(1), 1–64. https://doi.org/10.3102/00346543060001001

    Article  Google Scholar 

  • Martorell, P., & McFarlin, I. (2010). Help or hindrance? The effects of college remediation on academic and labor market outcomes. Review of Economics and Statistics, 93(2), 436–454.

    Article  Google Scholar 

  • Moschkovich, J., Schoenfeld, A. H., & Arcavi, A. (1993). Aspects of understanding: On multiple perspectives and representations of linear relations and connections among them. In T. A. Romberg, E. Fenemma, & T. P. Carpenter (Eds.), Integrating research on the graphical representation of functions (pp. 69–100). New York: Erlbaum.

    Google Scholar 

  • National Center on Education and the Economy (NCEE). (2013). What does it really mean to be college and work ready? The English and Mathematics required by first year community college students. Retrieved from http://www.ncee.org/wp-content/uploads/2013/05/NCEE_MathReport_May20131.pdf

  • Zlatkin-Troitschanskaia, O., Wittum, G., & Dengel, A. (Eds.). (2018). Positive learning in the age of information (PLATO) – A blessing or a curse? Wiesbaden: Springer.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to James W. Pellegrino .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Mielicki, M.K., Martinez, M.V., DiBello, L.V., Lee-Hassan, A.W.C., Pellegrino, J.W. (2019). Assessing Mathematics Knowledge and Skill: What College Students Actually Know and Can Do?. In: Zlatkin-Troitschanskaia, O. (eds) Frontiers and Advances in Positive Learning in the Age of InformaTiOn (PLATO). Springer, Cham. https://doi.org/10.1007/978-3-030-26578-6_18

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-26578-6_18

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-26577-9

  • Online ISBN: 978-3-030-26578-6

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics