Evidence map›Paper›PMID 42404610›Full record

Observational studyThe Pan African medical journal2026

Classroom temperatures in urban and rural classrooms: disparities that hinder a just energy transition and opportunities for interventions.

Natasha Naidoo, Tracey Laban, Thandi Kapwata, Matthew Benyon, Caradee Yael Wright

Abstract readComparative StudyObservational Study
In one paragraph

Observational study in The Pan African medical journal, 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.

Natasha NaidooEnvironment and Health Research Unit, South African Medical Research Council, Pretoria 0001, South Africa.
Tracey LabanEnvironment and Health Research Unit, South African Medical Research Council, Pretoria 0001, South Africa.
Thandi KapwataEnvironment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa.
Matthew BenyonSchool of Physics and Astronomy, University of Leicester, Leicester, United Kingdom.
Caradee Yael WrightEnvironment and Health Research Unit, South African Medical Research Council, Pretoria 0001, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: climate change is expected to raise ambient temperatures, with increases in Africa projected to exceed the global average. These rising temperatures impact indoor environments, including classrooms. This comparative observational field study aimed to compare classroom temperatures in urban and rural South African schools. Methods: indoor classroom temperatures were measured using iButtons in classrooms with varying building characteristics. Data on building characteristics, such as ceiling conditions, tree shading, and the presence of fans, were collected using a standardised observation checklist. Results: the maximum daily average temperature in the urban school was 32°C, while rural schools experienced temperatures as high as 42°C. Indoor temperatures and humidity levels at rural schools exhibited greater variability than those in urban classrooms, largely influenced by outdoor temperature conditions (p<0.001). This suggests that urban classrooms were better insulated. Fan cooling was effective in reducing temperatures in urban classrooms (p<0.001) but had no significant impact in rural classrooms (p=0.16). Broken or missing ceilings in rural schools contributed to higher temperatures (p<0.001). The study demonstrated that urban classrooms were better at maintaining the standard thermal comfort range of 25-28°C compared to rural classrooms. Conclusion: the findings reveal urban-rural inequalities in classroom thermal comfort due to poorer building infrastructure and limited effectiveness of low-energy cooling options. The disparities highlight a justice challenge within the energy transition, underscoring the need for equitable, climate-appropriate school infrastructure investments in South Africa, to ensure that adaptation benefits reach under-resourced rural communities. As South Africa moves toward a just energy transition economy, better building designs in school classrooms are a priority.

Indexed as

Rural PopulationSchoolsTemperatureUrban PopulationClimate ChangeHumansHumiditySouth AfricaThermal ComfortWorking ConditionschildrenClimate changeeducationenvironmental healthgreen buildingheathumidityschoolthermal comfort

Identifiers

PMID42404610
PMCPMC13331762

What OpenQuestion holds

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LicenceCC BY
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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.