An Approach to Improve Laboratory Notebook Feedback and Decrease Instructor Fatigue from Grading Undergraduate Laboratory Notebooks
Open accessAbstract
Proper laboratory notebook maintenance is a critical skill for science, technology, engineering, and math (STEM) workers. Laboratory notebook grading can be time-consuming and lead to instructor fatigue.
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Short in-class tasks replace the grading of long take-home essays, and notebook assessments can be streamlined through selective review, shifting faculty effort.
“Short in-class tasks replace the grading of long take-home essays, and notebook assessments can be streamlined through selective review (Fleming, 2023), shifting faculty effort from”
From OTE Reconstructing the Assessment System of the Undergraduate Course “Plant Physiology” in the AI Era: A Framework for Authentic and AI-Resilient Task Design (2026) · cites this paper as Fleming, 2023
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- [1]Barker K. 1998. At the bench: a laboratory navigator. Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY.
- [3]Stanley JT, Lewandowski HJ. 2016. Laboratory notebooks as scientific communication: investigating development from undergraduate courses to graduate research. Phys Rev Phys Educ Res 12: 020129. doi: 10.1103/PhysRevPhysEducRes.12.020129. · DOI
- [5]Pain E. 2019. Science careers: how to keep a laboratory notebook. Science doi: 10.1126/science.caredit.aaz3678. · DOI
- [8]MacNeil J, Falconer R. 2010. When learning the hard way makes learning easy: building better laboratory note-taking skills. J Chem Educ 87: 703– 704. doi: 10.1021/ed100303y. · DOI
- [9]Stanley JT, Su W, Lewandowski HJ. 2017. Using lab notebooks to examine students’ engagement in modeling in an upper-division electronics lab course. Phys Rev Phys Educ Res 13: 020127. doi: 10.1103/PhysRevPhysEducRes.13.020127. · DOI
- [10]Marshall E. 1989. Secret service probes laboratory notebooks. Science 244: 644. doi: 10.1126/science.2655087. 2655087 · DOI
- [11]Erdmann MA, March JL. 2016. Laboratory activity on sample handling and maintaining a laboratory notebook through simple pH measurements. J Chem Educ 93: 1256– 1260. doi: 10.1021/acs.jchemed.5b00623. · DOI
- [13]Rankin JG. 2017. First aid for teacher burnout: how you can find peace and success. Taylor & Francis, New York, NY.
- [15]Zwartz M, Kozminski JA. 2020. Examining student growth in laboratory notebook practices in introductory physics course, p 611– 616. Proc Phys Educ Res Conf doi: 10.1119/perc.2020.pr.Zwartz. · DOI
- [16]Bedford H, Bedford A, Thomas J, Ashton P. 2010. An alternative approach to assessing laboratory and field notebooks: the data retrieval test. Biosci Educ 16. doi: 10.3108/beej.16.c4. · DOI
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Peng, J. (2026) · World Journal of Educational Research · doi:10.22158/wjer.v13n2p127
- Authors
- Fleming, E. J.
- Affiliations
- California State University, Chico (US)
- Corresponding author
- Fleming, Emily J.
- ORCID
- Fleming, Emily J.
- Venue
- Journal of Microbiology & Biology Education
- Publisher
- American Society for Microbiology
- Published
- 2023-04-20
- Volume
- 24
- Issue
- 1
- ISSN
- 1935-7877 (ISSN-L)
- 1935-7885
- PMC
- PMC10117067
- OpenAlex
- W4320728775
- Cited by
- 1
- References
- 0
- Citations by year
- 2026: 1
- FWCI
- 0.45
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Journal of Microbiology and Biology Education (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Education › Student Assessment and Feedback
- Social Sciences › Education › Science Education and Pedagogy
- Social Sciences › Education › Innovative Teaching Methods
- Keywords
- laboratory notebooks, grading, student feedback, online laboratories, instructor workload, undergraduate laboratory course
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