The role of foreign aid in improving ocean health: new insights from a global database

The goal of this study is to empirically investigate the influence of foreign aid (FA), encompassing ODA for the ocean economy, ODA for the sustainable ocean economy, and ODA for curbing ocean pollution on the ocean health index (OHI). We use different indicators to evaluate ocean economies’ efficiency and sustainability in European regions between 2011 and 2020. Using several econometric methodologies, including the panel-corrected standard errors, feasible generalized least squares, two-step general method of moments, and autoregressive distributed lag using the pooled mean group estimator, we get solid results. We also compare and illustrate the short- and long-term effects in order to clarify the link between FA and OHI factors. The results show that ODA for the sustainable ocean economy and ocean health index has a positive and statistically significant correlation. In addition, the findings also suggest that the nexus between FA and OHI tends to exist in the long term. These findings all shed light on the promising prospects for leveraging foreign aid to enhance sustainability in ocean health.

Authors

Institutions

Publication Details

Journal
Discover Sustainability
Published
2025-12-06
DOI
https://doi.org/10.1007/s43621-025-01903-5
Primary Topic
Coastal and Marine Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The role of foreign aid in improving ocean health: new insights from a global database

Lê Thanh Hà
Discover Sustainability
Coastal and Marine Management
article

The role of foreign aid in improving ocean health: new insights from a global database

Lê Thanh Hà
article en

Abstract

The goal of this study is to empirically investigate the influence of foreign aid (FA), encompassing ODA for the ocean economy, ODA for the sustainable ocean economy, and ODA for curbing ocean pollution on the ocean health index (OHI). We use different indicators to evaluate ocean economies’ efficiency and sustainability in European regions between 2011 and 2020. Using several econometric methodologies, including the panel-corrected standard errors, feasible generalized least squares, two-step general method of moments, and autoregressive distributed lag using the pooled mean group estimator, we get solid results. We also compare and illustrate the short- and long-term effects in order to clarify the link between FA and OHI factors. The results show that ODA for the sustainable ocean economy and ocean health index has a positive and statistically significant correlation. In addition, the findings also suggest that the nexus between FA and OHI tends to exist in the long term. These findings all shed light on the promising prospects for leveraging foreign aid to enhance sustainability in ocean health.

Discover SustainabilityVol. 7(1)
National Economics University (VN)
Openalex Percentile: Top 51%
Coastal and Marine Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The role of foreign aid in improving ocean health: new insights from a global database — Lê Thanh Hà · Discover Sustainability (2025) | TGRS Research Map | TGRS