A Pilot Study for Building Student Metacognitive Skills and Self-Perception in a Food Microbiology Lecture Course

Authors

  • Sarah E. Daly Cornell University https://orcid.org/0000-0002-6515-7426
  • Patrick A. Gibney Department of Food Science, Cornell University
  • Abigail B. Snyder Department of Food Science, Cornell University

DOI:

https://doi.org/10.20343/teachlearninqu.13.14

Keywords:

metacognition, STEM education, belonging, self-efficacy, learning strategies, curriculum development

Abstract

Metacognition, or the monitoring of one’s own learning, is an underutilized tool in STEM education. Previous research suggests instructional strategies that attempt to improve student metacognitive skills could increase student resilience and retention in STEM classes. This pilot initiative aimed to improve student metacognitive skills and self-perception. To do so, metacognitive-based instructional strategies were added to the curriculum of a food microbiology lecture course. These instructional strategies encouraged students to build their metacognitive skills within a supportive classroom community. Student metacognitive skills, self-perception, and learning strategies were assessed throughout the semester. By the end of the semester, over a third of students reported using at least three higher-order learning strategies. Additionally, there were some significant changes in students’ sense of belonging and self-efficacy, with an overall positive improvement compared to their previous science lectures. This study found that metacognitive-based instructional strategies can be an important tool for improving students’ experiences in a food microbiology class.

Author Biographies

Sarah E. Daly, Cornell University

Sarah E. Daly (USA) is a postdoctoral research associate in the Department of Food Science at Cornell University.

Patrick A. Gibney, Department of Food Science, Cornell University

Patrick A. Gibney (USA) is an associate professor in the Department of Food Science at Cornell University.

Abigail B. Snyder, Department of Food Science, Cornell University

Abigail B. Snyder (USA) is an associate professor in the Department of Food Science at Cornell University.

References

Achen, Rebecca M., and Angela Lumpkin. 2015. “Evaluating Classroom Time Through Systematic Analysis and Student Feedback.” International Journal for the Scholarship of Teaching and Learning 9 (2). https://doi.org/10.20429/ijsotl.2015.090204.

Bakracevic Vukman, Karin, and Marta Licardo. 2010. “How Cognitive, Metacognitive, Motivational and Emotional Self-Regulation Influence School Performance in Adolescence and Early Adulthood.” Educational Studies 36 (3): 259–68. https://doi.org/10.1080/03055690903180376.

Bessy, Marianne, and Stephanie Knouse. 2020. “Metacognition, Metalinguistic Awareness, and Relevance in Language Learning: A Report on an Intervention Module Project.” International Journal for the Scholarship of Teaching and Learning 14 (2). https://doi.org/10.20429/ijsotl.2020.140209.

Crowe, Alison, Clarissa Dirks, and Mary P. Wenderoth. 2008. “Biology in Bloom: Implementing Bloom’s Taxonomy to Enhance Student Learning in Biology.” CBE Life Sciences Education 7 (4): 368–81. https://doi.org/10.1187/cbe.08-05-0024.

Everson, Howard T., and Sigmund Tobias. 1998. “The Ability to Estimate Knowledge and Performance in College: A Metacognitive Analysis.” Instructional Science 26 (1–2): 65–79. https://doi.org/10.1023/a:1003040130125.

Flanders, Gordon R. 2017. “The Effect of Gateway Course Completion on Freshman College Student Retention.” Journal of College Student Retention: Research, Theory and Practice 19 (1): 2–24. https://doi.org/10.1177/1521025115611396.

Flavell, John H. 1979. “Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry.” American Psychologist 34 (10): 906–11. https://doi.org/10.1037/0003-066X.34.10.906.

Frey, Peter W. 1976. “Validity of Student Instructional Ratings: Does Timing Matter?” The Journal of Higher Education 47 (3): 327. https://doi.org/10.2307/1981425.

Harpe, Spencer E. 2015. “How to Analyze Likert and Other Rating Scale Data.” Currents in Pharmacy Teaching and Learning 7 (6): 836–50. https://doi.org/10.1016/j.cptl.2015.08.001.

Harper, Raquel P., Timothy J. Weston, and Elaine Seymour. 2019. “Student Responses to Problematic STEM Teaching Methods.” In Talking about Leaving Revisited: Persistence, Relocation, and Loss in Undergraduate STEM Education, edited by Elaine Seymour and Anne-Barrie Hunter, 149–95. Springer. https://doi.org/10.1007/978-3-030-25304-2.

Hartman, Hope J. 2001. Metacognition in Learning and Instruction Theory, Research and Practice. Springer Science + Business Media Dordrecht. https://doi.org/10.1007/978-94-017-2243-8.

Hatfield, Neil, Nathanial Brown, and Chad M. Topaz. 2022. “Do Introductory Courses Disproportionately Drive Minoritized Students out of STEM Pathways ?” SocArXiv: 1–10. https://doi.org/10.31235/osf.io/3gqps.

Holland, Dana G. 2019. “The Struggle to Belong and Thrive.” In Talking about Leaving Revisited: Persistence, Relocation, and Loss in Undergraduate STEM Education, edited by Elaine Seymour and Anne-Barrie Hunter, 277–327. Springer. https://doi.org/10.1007/978-3-030-25304-2.

Johanns, Beth, Amber Dinkens, and Jill Moore. 2017. “A Systematic Review Comparing Open-Book and Closed-Book Examinations: Evaluating Effects on Development of Critical Thinking Skills.” Nurse Education in Practice 27: 89–94. https://doi.org/10.1016/j.nepr.2017.08.018.

Joshi, Rucha, Dustin Hadley, Saivageethi Nuthikattu, Shierly Fok, Leora Goldbloom-Helzner, and Matthew Curtis. 2022. “Concept Mapping as a Metacognition Tool in a Problem-Solving-Based BME Course During In-Person and Online Instruction.” Biomedical Engineering Education 2 (2): 281–303. https://doi.org/10.1007/s43683-022-00066-3.

Kalir, Jeremiah H., Esteban Morales, Alice Fleerackers, and Juan P. Alperin. 2020. “‘When I Saw My Peers Annotating:’ Student Perceptions of Social Annotation for Learning in Multiple Courses.” Information and Learning Science 121 (3–4): 207–30. https://doi.org/10.1108/ILS-12-2019-0128.

Lin, Xiaodong. 2001. “Designing Metacognitive Activities.” Educational Technology Research and Development 49 (2): 23–40. https://doi.org/10.1007/BF02504926.

McCambridge, Jim, John Witton, and Diana R. Elbourne. 2014. “Systematic Review of the Hawthorne Effect: New Concepts Are Needed to Study Research Participation Effects.” Journal of Clinical Epidemiology 67 (3): 267–77. https://doi.org/10.1016/j.jclinepi.2013.08.015.

Mervis, Jeffrey. 2011. “Undergraduate Science: Weed-out Courses Hamper Diversity.” Science 334 (6061): 1333. https://doi.org/10.1126/science.334.6061.1333.

Mohamed, Abdi-Rizak. 2008. “Effects of Active Learning Variants on Student Performance and Learning Perceptions.” International Journal for the Scholarship of Teaching and Learning 2 (2). https://doi.org/10.20429/ijsotl.2008.020211.

Morales, Esteban, Jeremiah H. Kalir, Alice Fleerackers, and Juan Pablo Alperin. 2022. “Using Social Annotation to Construct Knowledge with Others: A Case Study across Undergraduate Courses.” F1000Research 11: 1–21. https://doi.org/10.12688/f1000research.109525.2.

Myyry, Liisa, and Taina Joutsenvirta. 2015. “Open-Book, Open-Web Online Examinations: Developing Examination Practices to Support University Students’ Learning and Self-Efficacy.” Active Learning in Higher Education 16 (2): 119–32. https://doi.org/10.1177/1469787415574053.

Novak, Elena, Rim Razzouk, and Tristan E. Johnson. 2012. “The Educational Use of Social Annotation Tools in Higher Education: A Literature Review.” Internet and Higher Education 15 (1): 39–49. https://doi.org/10.1016/j.iheduc.2011.09.002.

Novak, Joseph D. 1990. “Concept Maps and Vee Diagrams: Two Metacognitive Tools to Facilitate Meaningful Learning.” Instructional Science 19 (1): 29–52. https://doi.org/10.1007/BF00377984.

Palinscar, Annemaria S., and Ann L. Brown. 1984. “Reciprocal Teaching of Comprehension-Fostering and Comprehension Monitoring Activities.” Cognition and Instruction 1 (2): 117–75. http://www.jstor.com/stable/3233567.

Pegden, Julie-Ann, and Beatrice Tucker. 2012. “Does the Timing of Evaluations Matter? An Investigation into Online Student Feedback and Whether Timing Has an Impact.” Studies in Learning, Evaluation, Innovation and Development 9 (1): 55–65.

Pintrich Paul R., David Smith, Teresa Garcia, and Wilbert J. McKeachie. 1991. “Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ).” Ann Arbor, MI: The University of Michigan. https://files.eric.ed.gov/fulltext/ED338122.pdf.

R Studio Team. 2022. “RStudio: Integrated Development Environment for R.” http://www.rstudio.com/.

Rickey, Dawn, and Angelica M. Stacy. 2000. “The Role of Metacognition in Learning Chemistry.” Journal of Chemical Education 77 (7): 915–20. https://doi.org/10.1021/ed077p915.

Saldaña, Johnny. 2016. “An Introduction to Codes and Coding.” In The Coding Manual for Qualitative Researchers, 3rd ed., 1–31. Sage. https://www.sagepub.com/sites/default/files/upm-binaries/24614_01_Saldana_Ch_01.pdf.

Sandi-Urena, Santiago, Melanie M. Cooper, and Ron H. Stevens. 2011. “Enhancement of Metacognition Use and Awareness by Means of a Collaborative Intervention.” International Journal of Science Education 33 (3): 323–40. https://doi.org/10.1080/09500690903452922.

Santangelo, Jessica, Marissa Cadieux, and Samantha Zapata. 2021. “Developing Student Metacognitive Skills Using Active Learning with Embedded Metacognition Instruction.” Journal of STEM Education: Innovations and Research 22 (2): 75–87. https://www.jstem.org/jstem/index.php/JSTEM/article/view/2475.

Siegesmund, Amy. 2016. “Increasing Student Metacognition and Learning Through Classroom-Based Learning Communities and Self-Assessment.” Journal of Microbiology and Biology Education 17 (2): 204–14. https://doi.org/10.1128/jmbe.v17i2.954.

Stanton, Julie D., Xyanthe N. Neider, Isaura J. Gallegos, and Nicole C. Clark. 2015. “Differences in Metacognitive Regulation in Introductory Biology Students: When Prompts Are Not Enough.” CBE Life Sciences Education 14 (2): 1–12. https://doi.org/10.1187/cbe.14-08-0135.

Sullivan, Gail M., and Richard Feinn. 2012. “Using Effect Size—or Why the P Value Is Not Enough.” Journal of Graduate Medical Education 4 (3): 279–82. https://doi.org/10.4300/jgme-d-12-00156.1.

Tabrizi, Sirous, and Glenn Rideout. 2017. “Active Learning: Using Bloom’s Taxonomy to Support Critical Pedagogy.” International Journal for Cross-Disciplinary Subjects in Education 8 (3): 3202–9. https://doi.org/10.20533/ijcdse.2042.6364.2017.0429.

Testa, Italo, Silvia Galano, and Oreste Tarallo. 2023. “The Relationships Between Freshmen’s Accuracy of Self-Evaluation and the Likelihood of Succeeding in Chemistry and Physics Exams in Two STEM Undergraduate Courses.” International Journal of Science Education 45 (5): 358–82. https://doi.org/10.1080/09500693.2022.2162833.

Thiry, Heather. 2019. “What Enables Persistence?” In Talking about Leaving Revisited: Persistence, Relocation, and Loss in Undergraduate STEM Education, edited by Elaine Seymour and Anne-Barrie Hunter, 399–436. Springer. https://doi.org/10.1007/978-3-030-25304-2.

Tomkin, Jonathan H., and Matthew West. 2022. “STEM Courses Are Harder: Evaluating Inter-Course Grading Disparities with a Calibrated GPA Model.” International Journal of STEM Education 9 (1): 1–17. https://doi.org/10.1186/s40594-022-00343-1.

Trujillo, Gloriana, and Kimberly D. Tanner. 2014. “Considering the Role of Affect in Learning: Monitoring Students’ Self-Efficacy, Sense of Belonging, and Science Identity.” CBE Life Sciences Education 13 (1): 6–15. https://doi.org/10.1187/cbe.13-12-0241.

Vaughan, Michelle, Christopher Boerum, and Linda S. Whitehead. 2019. “Action Research in Doctoral Coursework: Perceptions of Independent Research Experiences.” International Journal for the Scholarship of Teaching and Learning 13 (1). https://doi.org/10.20429/ijsotl.2019.130106.

Wang, Margaret C., Geneva D. Haertel, and Herbert J. Walberg. 1990. “What Influences Learning? A Content Analysis of Review Literature.” Journal of Educational Research 84 (1): 30–43. https://doi.org/10.1080/00220671.1990.10885988.

Watkins, Jessica, and Eric Mazur. 2013. “Retaining Students in Science, Technology, Engineering, and Mathematics (STEM) Majors.” Journal of College Science Teaching 42 (5): 36–41. https://www.jstor.org/stable/43631580.

Weston, Timothy J., Elaine Seymour, Andrew K. Koch, and Brent M. Drake. 2019. “Weed-out Classes and Their Consequences.” In Talking about Leaving Revisited: Persistence, Relocation, and Loss in Undergraduate STEM Education, edited by Elaine Seymour and Anne-Barrie Hunter, 197–244. Springer. https://doi.org/10.1007/978-3-030-25304-2.

A teacher looks over the shoulder of a student wearing a "Cornell" sweatshirt

Downloads

Published

2025-03-31

How to Cite

Daly, Sarah E., Patrick A. Gibney, and Abigail B. Snyder. 2025. “A Pilot Study for Building Student Metacognitive Skills and Self-Perception in a Food Microbiology Lecture Course ”. Teaching and Learning Inquiry 13 (March):1–22. https://doi.org/10.20343/teachlearninqu.13.14.