Undergraduate Learning Gains and Learning Efficiency in a Focused Open Education Resource

Authors

DOI:

https://doi.org/10.19173/irrodl.v26i2.8117

Keywords:

open educational resources, OER, normalized learning gains, student learning outcomes, think-aloud semi-structured interview, undergraduate introductory biology

Abstract

The high cost of commercial textbooks in higher education creates barriers to equitable access to learning materials and negatively impacts student performance. Open educational resources (OER) offer a cost-effective alternative, but their impact on student learning remains a critical question. This study directly compared student outcomes between OER and commercial textbooks in a controlled reciprocal design. Forty undergraduate participants completed reading tasks and knowledge assessments using both textbook types, focusing on topics in DNA structure and function and population ecology. Results showed no significant differences in learning gains between OER and commercial textbooks, consistent with prior research. However, participants spent significantly less time on task when using the shorter, learning objective-aligned OER readings, particularly for jargon-heavy DNA content. These findings highlight the potential of OER to reduce cognitive load and improve efficiency without compromising learning outcomes. Future research should explore the role of textbook alignment, length, and student preparation strategies in optimizing learning with OER, particularly in flipped classroom contexts. This study supports OER adoption as a cost-saving measure that maintains academic integrity while enhancing accessibility and efficiency.

Author Biographies

Chrissy Spencer, School of Biological Sciences, Georgia Institute of Technology

Chrissy Spencer is an evolutionary biologist and biology education researcher. Her PhD in Genetics on genetic influences on the evolution of aging is from the University of Georgia. She is currently a principal academic professional in the School of Biological Sciences at the Georgia Institute of Technology, where she teaches throughout the curriculum in introductory and core courses related to evolution, ecology, genetics, math models, and teaching assistant training. She has partnered with colleagues to write open education resource (OER) textbooks for introductory biology courses. Her research examines metacognition, belonging in science, and the efficacy and usage of open education resources.

Aakanksha Angra, American Society of Hematology

Aakanksha Angra received a B.S. degree in biology from Georgia Institute of Technology in 2012 and a Ph.D. degree in biology education from Purdue University in 2016. She was a professor of biology at Georgia State University from 2018-2021 before working at the University of Minnesota as an Instructional Designer. Presently, she is a Learning Scientist and Senior Manager at The American Society of Hematology. Her research interests include curriculum development, assessments, medical and professional education.

Kata Dósa, Centre for Teaching and Learning, Corvinus University of Budapest

Kata Dósa is a learning scientist, education developer and education researcher. She received her PhD from the University of Wisconsin-Madison, after graduating at ELTE with an MSc in Environmental Science. As a postdoctoral researcher, she taught and worked at the Georgia Institute of Technology's Center for Teaching and Learning in Atlanta, USA. She then led the Centre for Teaching and Learning at the Budapest Business University for four years. Currently, she is the director of the Centre for Teaching and Learning at Corvinus University of Budapest, with a mission to enhance the learning of thousands of future leaders. Her research ventures into the role of gratitude practices in higher education, the experience of LGBT+ students in the classroom and developing humility and compassion as a skill.

Abigail Jones, School of Biological Sciences, Georgia Institute of Technology

Abigail Jones completed her BS in Biology from the Georgia Institute of Technology. Her MS in Clinical Mental Health Counseling is from Mercer University. She works in California as a Clinical Mental Health Counselor, APC. 

References

Aagaard, L., Conner, T. W., & Skidmore, R. L. (2014). College textbook reading assignments and class time activity. Journal of the Scholarship of Teaching and Learning, 14(3), 132–145. https://doi.org/10.14434/josotl.v14i3.5031

Anderson, L. W., & Krathwohl, D. R. (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives. Longman.

Anderson, T., & Cuttler, C. (2020). Open to open? An exploration of textbook preferences and strategies to offset textbook costs for online versus on-campus students. The International Review of Research in Open and Distributed Learning, 21(1), 40–60. https://doi.org/10.19173/irrodl.v20i5.4141

Baier, K., Hendricks, C., Warren-Gorden, K., Hendricks, J. E., & Cochran, L. (2011). College students’ textbook reading, or not! American Reading Forum annual yearbook, 31. https://www.researchgate.net/profile/Cindy-Hendricks/publication/266008859_College_students%27_textbook_reading_or_not/links/577d427b08aed39f598f6fed/College-students-textbook-reading-or-not.pdf

Ballen, C. J., & Greene, H. W. (2017). Walking and talking the tree of life: Why and how to teach about biodiversity. PLOS Biology, 15(3), Article e2001630. https://doi.org/10.1371/journal.pbio.2001630

Bassett, K., Olbricht, G. R., & Shannon, K. B. (2020). Student preclass preparation by both reading the textbook and watching videos online improves exam performance in a partially flipped course. CBE—Life Sciences Education, 19(3), Article ar32. https://doi.org/10.1187/cbe.19-05-0094

Berry, T., Cook, L., Hill, N., & Stevens, K. (2010). An exploratory analysis of textbook usage and study habits: Misperceptions and barriers to success. College Teaching, 59(1), 31–39. https://doi.org/10.1080/87567555.2010.509376

Blessinger, P., & Bliss, T. J. (Eds.). (2016). Open education: International perspectives in higher education. Open Book Publishers. https://doi.org/10.11647/OBP.0103

Bliss, T. J., Hilton, J., III, Wiley, D., & Thanos, K. (2013). The cost and quality of online open textbooks: Perceptions of community college faculty and students. First Monday, 18(1). https://doi.org/10.5210/fm.v18i1.3972

Bliss, T. J., Robinson, T. J., Hilton, J., & Wiley, D. A. (2013). An OER COUP: College teacher and student perceptions of open educational resources. Journal of Interactive Media in Education, 2013(1), Article 4. https://doi.org/10.5334/2013-04

Bloom, B. S., Engelhart, M. D., Furst, E. J., Hill, W. H., & Krathwohl, D. R. (1956). Taxonomy of educational objectives. Longmans, Green and Co.

Bossu, C., Bull, D., & Brown, M. (2012). Opening up Down Under: The role of open educational resources in promoting social inclusion in Australia. Distance Education, 33(2), 151–164. https://doi.org/10.1080/01587919.2012.692050

Brandle, S., Katz, S., Hays, A., Beth, A., Cooney, C., DiSanto, J., Miles, L., & Morrison, A. (2019). But what do the students think: Results of the CUNY cross-campus zero-textbook cost student survey. Open Praxis, 11(1), 85–101. https://doi.org/10.5944/openpraxis.11.1.932

Choi, J. C., Spencer, C. C., Kerr, S. C., Weigel, E., and Montoya, J. (2015). Biological Principles. bioprinciples.biosci.gatech.edu

Clinton, V., & Khan, S. (2019). Efficacy of open textbook adoption on learning performance and course withdrawal rates: A meta-analysis. AERA Open, 5(3), Article 2332858419872212. https://doi.org/10.1177/2332858419872212

Clinton, V., Legerski, E., & Rhodes, B. (2019). Comparing student learning from and perceptions of open and commercial textbook excerpts: A randomized experiment. Frontiers in Education, 4, Article 110. https://doi.org/10.3389/feduc.2019.00110

Clinton-Lisell, V. E., Roberts-Crews, J., & Gwozdz, L. (2023). SCOPE of open education: A new framework for research. The International Review of Research in Open and Distributed Learning, 24(4), 135–153. https://doi.org/10.19173/irrodl.v24i4.7356.

Colvard, N. B., Watson, C. E., & Park, H. (2018). The impact of open educational resources on various student success metrics. International Journal of Teaching and Learning in Higher Education, 30(2), 262–276. https://www.isetl.org/ijtlhe/pdf/IJTLHE3386.pdf

Crawford, D. B., & Snider, V. E. (2000). Effective mathematics instruction: The importance of curriculum. Education and Treatment of Children, 23(2), 122–142. https://www.jstor.org/stable/42940521

Croteau, E. (2017). Measures of student success with textbook transformations: The Affordable Learning Georgia initiative. Open Praxis, 9(1), 93–108. https://doi.org/10.5944/openpraxis.9.1.505

Crowe, A., Dirks, C., & Wenderoth, M. P. (2008). Biology in Bloom: Implementing Bloom’s taxonomy to enhance student learning in biology. CBE—Life Sciences Education, 7(4), 368–381. https://doi.org/10.1187/cbe.08-05-0024

Cuttler, C. (2019). Students’ use and perceptions of the relevance and quality of open textbooks compared to traditional textbooks in online and traditional classroom environments. Psychology Learning & Teaching, 18(1), 65–83. https://journals.sagepub.com/doi/full/10.1177/1475725718811300

Delgado, H., Delgado, M., & Hilton, J., III. (2019). On the efficacy of open educational resources: Parametric and nonparametric analyses of a university calculus class. The International Review of Research in Open and Distributed Learning, 20(1). https://doi.org/10.19173/irrodl.v20i1.3892

Dennen, V. P., & Bagdy, L. M. (2019). From proprietary textbook to custom OER solution: Using learner feedback to guide design and development. Online Learning, 23(3). https://doi.org/10.24059/olj.v23i3.2068

Feldon, D. F., Callan, G., Juth, S., & Jeong, S. (2019). Cognitive load as motivational cost. Educational Psychology Review, 31(2), 319–337. https://doi.org/10.1007/s10648-019-09464-6

Fialkowski, M. K., Calabrese, A., Tillinghast, B., Titchenal, C. A., Meinke, W., Banna, J. C., & Draper, J. (2020). Open educational resource textbook impact on students in an introductory nutrition course. Journal of Nutrition Education and Behavior, 52(4), 359–368. https://doi.org/10.1016/j.jneb.2019.08.006

Fink, L. D. (2013). Creating significant learning experiences: An integrated approach to designing college courses. Wiley.

Fisher, M. R. (2018). Evaluation of cost savings and perceptions of an open textbook in a community college science course. The American Biology Teacher, 80(6), 410–415. https://doi.org/10.1525/abt.2018.80.6.410

Florida Virtual Campus. (2012). 2012 Florida Student Textbook Survey. https://www.oerknowledgecloud.org/record2629

Florida Virtual Campus. (2022). 2022 Student textbook and instructional materials survey: Results and findings. https://www.flbog.edu/wp-content/uploads/2023/03/Textbook-Survey-Report.pdf

Freeman, S., Quillin, K., & Allison, L. (2014). Biological science (5th ed.). Pearson.

Goldrick-Rab, S. (2016). Paying the price. College Costs, Financial Aid, and the Betrayal of the American Dream. University of Chicago Press.

Gorzycki, M., Desa, G., Howard, P. J., & Allen, D. D. (2020). “Reading Is important,” but “I don’t read”: Undergraduates’ experiences with academic reading. Journal of Adolescent & Adult Literacy, 63(5), 499–508. https://doi.org/10.1002/jaal.1020

Grewe, K., & Davis, W. P. (2017). The impact of enrollment in an OER course on student learning outcomes. The International Review of Research in Open and Distributed Learning, 18(4). https://doi.org/10.19173/irrodl.v18i4.2986

Griggs, R. A., & Jackson, S. L. (2017). Studying open versus traditional textbook effects on students’ course performance: Confounds abound. Teaching of Psychology, 44(4), 306–312. https://doi.org/10.1177/0098628317727641

Grissett, J. O., & Huffman, C. (2019). An open versus traditional psychology textbook: Student performance, perceptions, and use. Psychology Learning & Teaching, 18(1), 21–35. https://doi.org/10.1177/1475725718810181

Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809

Hayes, A. F., & Krippendorff, K. (2007). Answering the call for a standard reliability measure for coding data. Communication Methods and Measures, 1(1), 77–89. https://doi.org/10.1080/19312450709336664

Heiner, C. E., Banet, A. I., & Wieman, C. (2014). Preparing students for class: How to get 80% of students reading the textbook before class. American Journal of Physics, 82(10), 989–996. https://doi.org/10.1119/1.4895008

Hendricks, C., Reinsberg, S. A., & Rieger, G. W. (2017). The adoption of an open textbook in a large physics course: An analysis of cost, outcomes, use, and perceptions. The International Review of Research in Open and Distributed Learning, 18(4). https://doi.org/10.19173/irrodl.v18i4.3006

Hilton, J., III. (2016). Open educational resources and college textbook choices: A review of research on efficacy and perceptions. Educational Technology Research and Development, 64(4), 573–590. https://doi.org/10.1007/s11423-016-9434-9

Hilton, J., III. (2020). Open educational resources, student efficacy, and user perceptions: A synthesis of research published between 2015 and 2018. Educational Technology Research and Development, 68(3), 853–876. https://doi.org/10.1007/s11423-019-09700-4

Hilton, J. L., III, Robinson, T. J., Wiley, D., & Ackerman, J. D. (2014). Cost-savings achieved in two semesters through the adoption of open educational resources. The International Review of Research in Open and Distributed Learning, 15(2). https://doi.org/10.19173/irrodl.v15i2.1700

Hockings, C., Brett, P., & Terentjevs, M. (2012). Making a difference—Inclusive learning and teaching in higher education through open educational resources. Distance Education, 33(2), 237–252. https://doi.org/10.1080/01587919.2012.692066

Howard, V. J., & Whitmore, C. B. (2020). Evaluating student perceptions of open and commercial psychology textbooks. Frontiers in Education, 5, Article 139. https://www.frontiersin.org/articles/10.3389/feduc.2020.00139

Hsu, W. (2014). Measuring the vocabulary load of engineering textbooks for EFL undergraduates. English for Specific Purposes, 33, 54–65. https://doi.org/10.1016/j.esp.2013.07.001

Illowsky, B. S., Hilton, J., III, Whiting, J., & Ackerman, J. D. (2016). Examining student perception of an open statistics book. Open Praxis, 8(3), 265–276. https://doi.org/10.5944/openpraxis.8.3.304

Jhangiani, R. S., Dastur, F. N., Le Grand, R., & Penner, K. (2018). As good or better than commercial textbooks: Students’ perceptions and outcomes from using open digital and open print textbooks. The Canadian Journal for the Scholarship of Teaching and Learning, 9(1), Article 5. https://doi.org/10.5206/cjsotl-rcacea.2018.1.5

Katz, S. (2019). Student textbook purchasing: The hidden cost of time. Journal of Perspectives in Applied Academic Practice, 7(1), 12–18. https://jpaap.ac.uk/JPAAP/article/view/349/530

Kersey, S. (2019). The effectiveness of open educational resources in college calculus. A quantitative study. Open Praxis, 11(2), 185–193. https://doi.org/10.5944/openpraxis.11.2.935

Koć-Januchta, M. M., Schönborn, K. J., Roehrig, C., Chaudhri, V. K., Tibell, L. A. E., & Heller, H. C. (2022). “Connecting concepts helps put main ideas together”: Cognitive load and usability in learning biology with an AI-enriched textbook. International Journal of Educational Technology in Higher Education, 19, Article 11. https://doi.org/10.1186/s41239-021-00317-3

Lane, A. (2008). Widening participation in education through open educational resources. In T. Iiyoshi & M. S. V. Kumar (Eds.), Opening up education: The collective advancement of education through open technology, open content, and open knowledge. The MIT Press.

Lane, A. (2012). A review of the role of national policy and institutional mission in European distance teaching universities with respect to widening participation in higher education study through open educational resources. Distance Education, 33(2), 135–150. https://doi.org/10.1080/01587919.2012.692067

Lovett, M., Meyer, O., & Thille, C. (2008). JIME—The Open Learning Initiative: Measuring the effectiveness of the OLI statistics course in accelerating student learning. Journal of Interactive Media in Education, 2008(1), Article 13. https://doi.org/10.5334/2008-14

Martin, M. T., Belikov, O. M., Hilton, J., III, Wiley, D., & Fischer, L. (2017). Analysis of student and faculty perceptions of textbook costs in higher education. Open Praxis, 9(1), 79–91. https://doi.org/10.5944/openpraxis.9.1.432

Marx, J. D., & Cummings, K. (2007). Normalized change. American Journal of Physics, 75(1), 87–91. https://doi.org/10.1119/1.2372468

Nusbaum, A. T., Cuttler, C., & Swindell, S. (2020). Open educational resources as a tool for educational equity: Evidence from an introductory psychology class. Frontiers in Education, 4, Article 152. https://doi.org/10.3389/feduc.2019.00152

Ou, W. J.-A., Henriques, G. J. B., Senthilnathan, A., Ke, P.-J., Grainger, T. N., & Germain, R. M. (2022). Writing accessible theory in ecology and evolution: Insights from cognitive load theory. BioScience, 72(3), 300–313. https://doi.org/10.1093/biosci/biab133

Parlette, M., & Howard, V. (2010). Pleasure reading among first-year university students. Evidence Based Library and Information Practice, 5(4), 53–69. https://doi.org/10.18438/B8C61M

Ryan, D. N. (2019). A comparison of academic outcomes in courses taught with open educational resources and publisher content [Doctoral dissertation, Old Dominion University]. ODU Digital Commons. https://digitalcommons.odu.edu/efl_etds/200

Sappington, J., Kinsey, K., & Munsayac, K. (2002). Two studies of reading compliance among college students. Teaching of Psychology, 29(4), 272–274. https://doi.org/10.1207/S15328023TOP2904_02

Seaman, J. E., & Seaman, J. (2024). Approaching a new normal? Educational resources in U.S. higher education, 2024. Bay View Analytics.

Smith, M. S., & Casserly, C. M. (2006). The promise of open educational resources. Change: The Magazine of Higher Learning, 38(5), 8–17. https://doi.org/10.3200/CHNG.38.5.8-17

Smith, N. D., Grimaldi, P. J., & Basu Mallick, D. (2020). Impact of zero cost books adoptions on student success at a large, urban community college. Frontiers in Education, 5, Article 579580. https://doi.org/10.3389/feduc.2020.579580

Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/10.1207/s15516709cog1202_4

Theobald, R., & Freeman, S. (2014). Is it the intervention or the students? Using linear regression to control for student characteristics in undergraduate STEM education research. CBE—Life Sciences Education, 13(1), 41–48. https://doi.org/10.1187/cbe-13-07-0136

Tlili, A., Garzón, J., Salha, S., Huang, R., Xu, L., Burgos, D., Denden, M., Farrell, O., Farrow, R., Bozkurt, A., Amiel, T., McGreal, R., López-Serrano, A., & Wiley, D. (2023). Are open educational resources (OER) and practices (OEP) effective in improving learning achievement? A meta-analysis and research synthesis. International Journal of Educational Technology in Higher Education, 20(1), Article 54. https://doi.org/10.1186/s41239-023-00424-3

Vander Waal Mills, K. E., Gucinski, M., & Vander Waal, K. (2019). Implementation of open textbooks in community and technical college biology courses: The good, the bad, and the data. CBE—Life Sciences Education, 18(3), Article ar44. https://doi.org/10.1187/cbe.19-01-0022

Wiggins, G., & McTighe, J. (2006). ASCD book: Understanding by design (2nd ed.). ASCD.

Wiley, D., Hilton, J. L., III, Ellington, S., & Hall, T. (2012). A preliminary examination of the cost savings and learning impacts of using open textbooks in middle and high school science classes. The International Review of Research in Open and Distributed Learning, 13(3), 262–276. https://doi.org/10.19173/irrodl.v13i3.1153

Willems, J., & Bossu, C. (2012). Equity considerations for open educational resources in the glocalization of education. Distance Education, 33(2), 185–199. https://doi.org/10.1080/01587919.2012.692051

Published

2025-05-08

How to Cite

Spencer, C., Angra, A., Dósa, K., & Jones, A. (2025). Undergraduate Learning Gains and Learning Efficiency in a Focused Open Education Resource. The International Review of Research in Open and Distributed Learning, 26(2), 184–204. https://doi.org/10.19173/irrodl.v26i2.8117

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Section

Research Articles