Evidence map›Paper›PMID 40165860›Full record

Articlenpj climate action2025

Behavioral savings sessions increase the pursuit of solar products among refugees in Uganda.

Sarah Elven, Jorge Luis Castañeda Núñez, Samantha de Martino, Michelle Dugas, Sayan Kundu

Abstract read
In one paragraph

Article in npj climate action, 2025. 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.

Sarah ElvenGrantham Research Institute on Climate Change and the Environment, London School of Economics, London, UK.ORCID 0009-0002-0671-4752
Jorge Luis Castañeda NúñezThe World Bank, Washington, DC USA.
Samantha de MartinoThe World Bank, Washington, DC USA.
Michelle DugasThe World Bank, Washington, DC USA.ORCID 0000-0003-1400-4515
Sayan KunduThe World Bank, Washington, DC USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

De facto exclusion of vulnerable populations from markets for energy-efficient technologies can result in multiple barriers to access. For example, exclusion can lead to limited knowledge about available products, an inability to distinguish high-quality from low-quality devices, and limited options for financing, making products seem unobtainable. However, behaviorally informed interventions can offer promising solutions in such contexts, even where exclusion is the result of structural causes. This paper uses a randomized control trial to consider the potential of such interventions for refugees in Uganda in the context of certified solar markets. We evaluate a behaviorally-informed information and savings session embedded in Village Savings and Lending Association (VSLA) meetings, finding evidence for increased pursuit of certified solar products in the treatment group two months later. Results manifest through the barriers described, with increased knowledge, trust in solar companies, financial inclusion through savings group support, and aspirations mediating effects.

Indexed as

Developing worldEconomicsPsychology

Identifiers

PMID40165860
PMCPMC11954683

What OpenQuestion holds

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LicenceCC BY
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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.