Critical Analysis of Primary Literature in a Master’s-Level Class: Effects on Self-Efficacy and Science-Process Skills
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The ability to think analytically and creatively is crucial for success in the modern workforce, particularly for graduate students, who often aim to become physicians or researchers. Analysis of the primary literature provides an excellent opportunity to practice these skills. We describe a course that includes a structured analysis of four research papers from diverse fields of biology and group exercises in proposing experiments that would follow up on these papers. To facilitate a critical approach to primary literature, we included a paper with questionable data interpretation and two papers investigating the same biological question yet reaching opposite conclusions. We report a significant increase in students’ self-efficacy in analyzing data from research papers, evaluating authors’ conclusions, and designing experiments. Using our science-process skills test, we observe a statistically significant increase in students’ ability to propose an experiment that matches the goal of investigation. We also detect gains in interpretation of controls and quantitative analysis of data. No statistically significant changes were observed in questions that tested the skills of interpretation, inference, and evaluation.
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Master's students in biology report having similar challenges as undergraduates in comprehending the experiments, figures, and language used in PSL.
“other studies identified that master’s students in biology report having similar challenges as undergraduates in comprehending the experiments, figures, and language used in PSL, and may also have relatively low self-efficacy in some of the skills needed to read PSL (Abdullah et al., 2015; Lie et al., 2016; Hubbard and Dunbar, 2017).”
From Reading Primary Scientific Literature: Approaches for Teaching Students in the Undergraduate STEM Classroom (2023) · cites this paper as Abdullah et al., 2015
The Introduction says the biology master’s students often felt unprepared to interpret primary literature. Methods > Course Activities reports survey-identified difficulties with unfamiliar background and experimental techniques, supporting the claim about challenges with experiments. Our copy does not report comparable difficulties with figures or language, or establish that the master’s students’ challenges were similar to undergraduates’. (LLM, conf=0.85)
Experimental — accuracy not yet measuredMaster's students in biology may have relatively low self-efficacy in some of the skills needed to read PSL.
“other studies identified that master’s students in biology report having similar challenges as undergraduates in comprehending the experiments, figures, and language used in PSL, and may also have relatively low self-efficacy in some of the skills needed to read PSL (Abdullah et al., 2015; Lie et al., 2016; Hubbard and Dunbar, 2017).”
From Reading Primary Scientific Literature: Approaches for Teaching Students in the Undergraduate STEM Classroom (2023) · cites this paper as Abdullah et al., 2015
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References 40 · Cited by 46
Research works printed but not linked: 1
- Facione PA Facione NC California Critical Thinking Skills Test: Form A & B Test Manual 1998 Millbrae, CA California Academic Press
- Authors
- Abdullah, C., Parris, J., Lie, R., Guzdar, A., & Tour, E.
- Affiliations
- University of California San Diego (US)
- Corresponding author
- Tour, Ella
- Venue
- CBE—Life Sciences Education
- Published
- 2015-09
- Volume
- 14
- Issue
- 3
- Pages
- ar34
- ISSN
- 1931-7913 (ISSN-L)
- PMC
- PMC4710392
- OpenAlex
- W1895011030
- Cited by
- 46
- References
- 40
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 4 · 2023: 9 · 2022: 5 · 2021: 7 · 2020: 5 · 2019: 7 · 2018: 3 · 2016: 1
- FWCI
- 6.65
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-sa
- Locations
- CBE—Life Sciences Education (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion, cc-by-nc-sa)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- Howard Hughes Medical Institute
- American Association for the Advancement of Science
- Association of American Medical Colleges
- University of California, San Diego
- Division of Undergraduate Education
- Topics
- Social Sciences › Education › Science Education and Pedagogy
- Social Sciences › Education › Education and Critical Thinking Development
- Social Sciences › Education › Innovative Teaching Methods
- Keywords
- self-efficacy, science process skills, postgraduate research training, experimental design, data interpretation, quantitative data analysis
- MeSH terms
- Biology, California, Curriculum, Education, Graduate, Educational Measurement, Humans, Publications, Research, Science, Statistics as Topic, Students, Thinking, Universities, Models, Educational, Self Efficacy
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