Evidence map›Paper›PMID 42656898›Full record

ArticleJACS Au2026

Characterizing Student Reasoning with Multiple Representations of Molecular Structure.

Roshni G Bhaskar, Austin Cook, Fridah Rotich, Sara Arévalo, Maia Popova

Abstract read
In one paragraph

Article in JACS Au, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Roshni G BhaskarDepartment of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27412, United States.ORCID https://orcid.org/0000-0003-2035-604X
Austin CookDepartment of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27412, United States.
Fridah RotichDepartment of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27412, United States.
Sara ArévaloDepartment of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27412, United States.
Maia PopovaDepartment of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, North Carolina 27412, United States.ORCID https://orcid.org/0000-0003-0975-9534

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Organic chemistry relies on a range of symbolic representations to convey molecular structure and behavior. While each representation has specific advantages, the multitude of representations introduced is a well-documented obstacle for many students, furthered by a lack of instructional support in using the appropriate representation(s) for a given context. The contextual use of representations requires knowledge of their affordances and limitations, which is a key area of student representational reasoning that we sought to investigate. Through video-based, semistructured interviews that incorporated student annotations, we explored how 28 organic chemistry students perceive and reason about the affordances and limitations of six commonly used molecular representations: condensed structures, Lewis structures, skeletal structures, wedge-dash diagrams, Newman projections, and chair conformations. We found that most students could identify affordances but struggled to recognize limitations, with proficiency varying widely across participants. Students often relied on heuristics-based reasoning, which was productive when grounded in structural evidence and multicomponent reasoning. Those demonstrating stronger reasoning made more accurate claims, identified affordances across more conceptual categories, and articulated more relevant affordances and limitations. These findings highlight the tight interconnectedness of reasoning, conceptual understanding, and representational competence and underscore the need for instructional interventions that explicitly scaffold representational reasoning.

Indexed as

affordances and limitationschemistry education researchheuristicsmultiple external representationsrepresentational competencescientific argumentationstudent reasoning

Identifiers

PMID42656898
PMCPMC13508099

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Registered trials

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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.