Evidence map›Paper›PMID 39022027›Full record

ArticleHeliyon2024

Unlocking economic growth and sustainable development in sub-Saharan Africa.

Frank Osei-Kusi, Ci Sheng Wu, Stephen Tetteh

Abstract read
In one paragraph

Article in Heliyon, 2024. 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

3 authors.

Frank Osei-KusiSchool of Management, Hefei University of Technology, Hefei, China.
Ci Sheng WuSchool of Management, Hefei University of Technology, Hefei, China.
Stephen TettehSchool of Applied Economics and Management, University for Development Studies, Tamale, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This research analyzes the impact of education quality on GDP per capita and educational access, using instrumental variables (IV) models. The findings shed light on the potential of education investment to foster economic growth and development, highlighting the importance of targeted interventions, teacher training, and data-driven approaches to improve educational outcomes and reduce access disparities. Policymakers and international organizations can utilize these insights to devise strategies aligned with Sustainable Development Goal 4 (SDG 4) of ensuring inclusive and equitable education for all, potentially contributing to the achievement of this crucial goal.

Indexed as

Education qualityInstrumental variablessub-Saharan AfricaSustainable development goals

Identifiers

PMID39022027
PMCPMC11253525

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.