Evidence map›Paper›PMID 41693736›Full record

ArticleJournal of chemical education2026

Assessing Student Socio-Cognitive Outcomes from Virtual Experiment Simulators in Polymer Science Education.

Yu Wang, Christine Fry Wise, Tom McKlin, Manyu Li

Abstract read
In one paragraph

Article in Journal of chemical education, 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

4 authors.

Yu WangDepartment of Chemistry, University of Louisiana at Lafayette, Lafayette, Louisiana 70504, United States.ORCID https://orcid.org/0000-0002-6066-2634
Christine Fry WiseThe Findings Group, Decatur, Georgia 30030, United States.
Tom McKlinThe Findings Group, Decatur, Georgia 30030, United States.
Manyu LiDepartment of Psychology, University of Louisiana at Lafayette, Lafayette, Louisiana 70504, United States.ORCID https://orcid.org/0000-0002-8324-5868

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study tested students' socio-cognitive outcomes in using the Open Virtual Experiment Simulator Education Tool (OVESET), a series of virtual experiment simulators designed for undergraduate polymer science education. The educational tool, covering core polymer science concepts (e.g., molecular weight distribution and polymerization kinetics), was implemented across two consecutive years in an upper-level undergraduate macromolecules course. Guided by Self-Determination Theory (SDT), this pretest-post-test study measured changes in students' self-regulation, self-efficacy, sense of belonging, and intention to pursue a career in polymer science after using the virtual modules. In the first year, two modules were used across 3 weeks with 16 participating students; in the second year, seven modules were used over 12 weeks with 20 students. Results showed that OVESET modules significantly enhanced students' self-efficacy in polymer science, with medium effect sizes, while changes in self-regulation, belonging, and intention to pursue a career in polymer science were not significant. This study highlights the implementation and evaluation of virtual laboratory tools in polymer science education and underscores the importance of considering student perceptions and engagement.

Indexed as

chemical education researchpolymer scienceundergraduate educationvirtual laboratory

Identifiers

PMID41693736
PMCPMC12895404

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.