Evidence map›Paper›PMID 35759627›Full record

ArticleCBE life sciences education2022

Why Students Struggle in Undergraduate Biology: Sources and Solutions.

Claire B Tracy, Emily P Driessen, Abby E Beatty, Todd Lamb, Jenna E Pruett, Jake D Botello, Cara Brittain, Ísada Claudio Ford, Chloe C Josefson, Randy L Klabacka and 6 more

Open access · diamondAbstract read
In one paragraph

Article in CBE life sciences education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
8.9field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 17 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. DataVersify: A Framework for Data Literacy Instruction Featuring Scientist Stories.Integrative organismal biology (Oxford, England) · 2026
    Article
  5. Article
  6. Article
  7. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 4 institutions in 2 countries.

Claire B TracyDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Emily P DriessenDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Abby E BeattyDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Todd LambDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Jenna E PruettDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Jake D BotelloDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Cara BrittainDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Ísada Claudio FordDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Chloe C JosefsonDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID 83844.
Randy L KlabackaDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Tyler SmithDepartment of Geosciences, Auburn University, Auburn, AL 36849, USA.
Ariel SteeleDepartment of Educational Foundations, Leadership, and Technology, Auburn University, Auburn University, Auburn, AL 36849, USA.
Min ZhongDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Scott BowlingDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Lucinda Dixon**Lincoln Memorial University, Harrogate, TN 37752.
Cissy J BallenDepartment of Biological Sciences, Auburn University, Auburn, AL 36849, USA.
Auburn University · USLincoln Memorial University · USUniversity of Colorado Boulder · USUniversity of Idaho · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Students' perceptions of challenges in biology influence performance outcomes, experiences, and persistence in science. Identifying sources of student struggle can assist efforts to support students as they overcome challenges in their undergraduate educations. In this study, we characterized student experiences of struggle by 1) quantifying which external factors relate to perceptions of encountering and overcoming struggle in introductory biology and 2) identifying factors to which students attribute their struggle in biology. We found a significant effect of Course, Instructor, and Incoming Preparation on student struggle, in which students with lower Incoming Preparation were more likely to report struggle and the inability to overcome struggle. We also observed significant differences in performance outcomes between students who did and did not encounter struggle and between students who did and did not overcome their struggle. Using inductive coding, we categorized student responses outlining causes of struggle, and using axial coding, we further categorized these as internally or externally attributed factors. External sources (i.e., Prior Biology, COVID-19, External Resources, Classroom Factors) were more commonly cited as the reason(s) students did or did not struggle. We conclude with recommendations for instructors, highlighting equitable teaching strategies and practices.

Indexed as

COVID-19StudentsBiologyHumans

Identifiers

PMID35759627
PMCPMC9582825
OpenAlexW4283697818

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.