CiteNScope — Scholarly Index & Analytics
Discover / IJRBSPUBLICATION RECORD

The impact of aid for trade on horizontal and vertical export diversification

Vuyolwethu Vellem ORCID ↗ · Lukau Matezo Espoir ORCID ↗

International Journal of Research in Business and Social Science · 2021 · Vol. 10 / Issue 5 · 135-147

Research reach

Publication metrics

External links open provider records or DOI searches. Provider counts are not combined. Mendeley readership measures saves, not citations.

Dimensions

Live provider badge. If unavailable, use the Dimensions link above.

CROSSREF CITATIONS2

Observed 21 Oct 2026, 07:22 UTC

OpenAlex · Citations2Cached provider observation

Observed 22 Oct 2026 01:55 UTC

Mendeley · Readers5Cached provider observation

Observed 22 Oct 2026 01:55 UTC

OpenAlex and Mendeley observations refresh on article visits, at most once per 24 hours. Unavailable data is not zero. Google Scholar opens a DOI search.

OpenAlex / Citation year

Annual citations to this article

View provider totals ↑

Citations received by this article, grouped by the year of the citing work. Crossref and OpenAlex lifetime totals remain separate in Publication metrics.

2017–2026 Annual history last updated:

Citations received

OpenAlex · year of the citing work

OpenAlex

Hover over a year or focus the chart and use arrow keys to inspect values.

2017–2026 annual-history window. 2026 is year to date. Unknown years have gaps.

View data & coverage

2026 is incomplete. Within a successfully fetched ten-year window, omitted years mean zero. Years beyond a saved observation’s window remain unknown (—). Older citations are excluded, so this chart’s sum may differ from the OpenAlex lifetime total. The date above belongs to this annual history; an unsuccessful refresh keeps the previous observation.

Overview

Abstract

This work aims to identify the existing relationship between aid-for-trade flows and export diversification in sub-Saharan Africa and to develop Asia countries. The results of the estimate, conducted by the Generalized Moments Method (GMM) over the period 1995-2019, show a positive impact of Aid for Trade on horizontal and vertical diversification of exports for the entire sample, including positive and significant effects on per capita GDP growth, gross capital formation, commercial freedom, human capital, and population growth. In the sub-Saharan African sub-sample, Aid for Trade positively impacts vertical and horizontal diversification and the other variables, such as GDP by habitat, FDI, gross capital formation, and human capital; on the other hand, in the sub-sample of Asian countries, aid has a negative impact on horizontal and vertical diversification; moreover, GDP, FDI, gross capital formation, human capital, population growth, and inflation have a positive influence. Our study compared to previous studies mainly dealt with the “impact of aid on export diversification” aggregated forms, but this study fills the gaps in the literature by examining the impact of trade aid on diversification. from its vertical and horizontal dimensions and contribute to the improvement of knowledge in this field.  

Authors & affiliations

Vuyolwethu Vellem
Affiliation not supplied

Lukau Matezo Espoir
Affiliation not supplied

Deposited references

Supplied references, not a list of publications citing this article.

DOI: 10.1111/j.1467-9701.2011.01395.x

DOI: 10.1016/j.worlddev.2014.05.021

DOI: 10.4314/eje.v17i2.47311

DOI: 10.3917/afd.ehrha.2015.01

DOI: 10.1111/twec.12138

DOI: 10.1016/j.worlddev.2010.09.018

DOI: 10.1596/1813-9450-6742

DOI: 10.1111/twec.12137

DOI: 10.1016/j.worlddev.2010.09.018

DOI: 10.14217/5js6b1lp69ms-en

DOI: 10.1162/rest.91.3.558

DOI: 10.20525/ijrbs.v9i7.942

DOI: 10.1016/j.ecosys.2011.05.001

DOI: 10.1016/S0304-3878(96)00446-4

DOI: 10.1007/s10290-011-0115-9

DOI: 10.1080/00220388.2014.903246

Hidalgo, C. (2011). Discovering Southern and East Africa’s industrial opportunities. The German Marshall Fund Paper Series.

DOI: 10.1145/3242969

Keith Nurse et Ginelle Greene. 2013. L’Aide pour le commerce et la diversification des exportations : le cas de la Barbade. OECD, World Trade Organization

DOI: 10.1016/j.ecosys.2010.12.001

DOI: 10.1111/rode.12322

Martuscelli, A., & Winters, L. (2014). Trade liberalisation and poverty: What have we learned in a decade?. London, UK: CEPRI.

Maskus, K. E. (1998). Role of Intellectual Property Rights in Encouraging Foreign Direct Investment and Technology Transfer, The. Duke J. Comp. & Int'l L., 9, 109.

DOI: 10.1596/1813-9450-6398

DOI: 10.1080/09638199.2011.538970

DOI: 10.20955/wp.2007.023

Napo, F. (2019). Export diversification, foreign direct investment and economic growth in Sub-Saharan Africa, MPRA Paper No. 95602 Online at https://mpra.ub.uni-muenchen.de/95602/

Osakwe, P. (2007). Foreign aid, resources and export diversification in Africa: A new test of existing theories. Addis Ababa, Ethiopia: African Trade Policy Centre of the Economic Commission for Africa.

DOI: 10.1787/9789264112537-en

DOI: 10.1787/aid_glance-2017-fr

DOI: 10.1787/cc697a19-fr

DOI: 10.1016/S0014-2921(02)00257-X

DOI: 10.1257/0002828041464605

Gnangnon, S. K., & Roberts, M. (2015). Aid for trade, foreign direct investment and export upgrading in recipient countries (WTO Working Paper ERSD-2015-10). Geneva, Switzerland: World Trade Organization. Retrieved from: https://www.wto.org/english/res_e/reser_e/ersd201510_e.pdf

DOI: 10.1142/S1793993317500107

DOI: 10.1111/twec.12711

DOI: 10.1108/eb045861

DOI: 10.3917/afd.ausse.2015.01

Osakwe, Patrick. (200). Foreign Aid, Resources, and Export Diversification in Africa: A New Test of Existing Theories. African Trade Policy Paper, No. 61, Addis Ababa: Economic Commission for Africa