Evidence map›Paper›PMID 40787318›Full record

ReviewACS omega2025

How Digital Images Are Transforming Chemical Education: A Review of Laboratory-Based Applications.

Jennifer García Ramos, Roberto Silva de Souza Júnior, Endler Marcel Borges

Abstract readReview
In one paragraph

Review in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Morphological and Molecular Characterization ofJournal of fungi (Basel, Switzerland) · 2026
    Article
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

3 authors.

Jennifer García RamosDepartment of Chemistry, Purdue University, West Lafayette, Indiana 47907, United States.ORCID https://orcid.org/0000-0001-5807-8829
Roberto Silva de Souza JúniorDepartamento de Química, Fundação Universidade Regional de Blumenau, FURB, Campus 1, Rua Antônio da Veiga, 140, Victor Konder, 89012-900 Blumenau-SC, Brazil.ORCID https://orcid.org/0009-0008-8604-507X
Endler Marcel BorgesDepartamento de Química, Fundação Universidade Regional de Blumenau, FURB, Campus 1, Rua Antônio da Veiga, 140, Victor Konder, 89012-900 Blumenau-SC, Brazil.ORCID https://orcid.org/0000-0002-9260-3639

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This review explores the transformative role of digital imaging technologiesincluding smartphones, webcams, scanners, and digital camerasin contemporary chemical education and laboratory-based analysis. These tools have emerged as accessible and cost-effective alternatives to traditional spectrophotometric instruments, enabling the capture and quantification of color changes in chemical reactions through RGB value extraction. The review presents a comprehensive overview of the technical principles underlying digital image acquisition, addressing factors such as lighting conditions, device variability, color spaces, and image formats, and examines their impact on analytical accuracy and reproducibility. A wide array of laboratory experiments is discussed, spanning analytical and physical chemistry, with applications in colorimetric assays, fluorescence, flame emission, titrations, and chemical equilibrium studies. Digital imaging has been successfully applied to quantify various analytes, including food dyes, proteins, pharmaceuticals, cations, and anions. The review also emphasizes the pedagogical benefits of these approaches, particularly in remote and resource-limited settings where students can perform meaningful scientific investigations using their own devices. The integration of digital imaging into laboratory instruction promotes student engagement, autonomy, and inquiry-based learning. Its widespread adoption was further accelerated by the COVID-19 pandemic, which demonstrated the feasibility of at-home experimentation. As imaging technologies continue to advance, their potential to democratize access to scientific tools and enhance chemical education is expected to expand, fostering a more inclusive, innovative, and effective approach to laboratory science.

Identifiers

PMID40787318
PMCPMC12332677

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.