Evidence map›Paper›PMID 40028594›Full record

ArticleHeliyon2025

Can aid foster Africa's attainment of a just energy transition and external debt sustainability?

Kalimanshi Nsakaza, Talumba Ireen Chilipaine

Abstract read
In one paragraph

Article in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

2 authors.

Kalimanshi NsakazaUnited Nations World Food Programme, Zambia.
Talumba Ireen ChilipaineUnited Nations Economic Commission for Africa, Zambia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study evaluated the relationship between Aid and Africa's potential to achieve the Just Energy Transition and external debt sustainability. In contrast to the instrumental variables technique, the paper employed a 2-step system GMM to analyze data from 39 African countries between 2012 and 2022. The paper also used 7 indicators of access to energy and electricity on both renewable and fossil fuels to measure the Just Energy Transition (JET) and 8 indicators to assess the external debt landscape of the sampled countries. The net official development assistance received per capital was used to measure foreign aid. The findings indicate that, for Africa, there was a significant and positive relationship between the net official development assistance and the energy sector for renewable energy, but an insignificant positive relationship for fossil fuels overall. This suggests that, while Net Official Development Assistance (ODA) inflow to Africa increased with the use of renewable energy, it did not significantly change with the use of fossil fuels. The findings also demonstrated that while interest payments on long-term external debt had a negative impact on ODA to African countries, the total external debt stock, mainly for Africa, had a positive and significant effect on the Net ODA received by the continent. The study concluded that in driving the JET, solar and bioenergy energy are a crucial renewable energy source for Africa that have the potential to revitalize the continent's renewable energy market as it. We recommend that Power market frameworks are a viable alternative that can be created by policymakers to promote and draw in private sector investment. Through innovative financing methods including securitization, blended finance, or public-private partnerships, the private sector can also use its knowledge of financial de-risking. For example, bonds backed by the cash flows from future renewable energy assets can be issued through securitization.

Indexed as

External debtForeign aidGeneralized methods of momentsJust energy transitionOfficial development assistanceRenewable energy

Identifiers

PMID40028594
PMCPMC11869032

What OpenQuestion holds

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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.