Breaking the Resource Trap: Institutions, Human Capital, Financial Technology, and Digital Innovation in <scp>BRICS</scp> +

ABSTRACT The reliance on natural resource rents is increasingly a factor that decisively influences the economic stability and sustainability of states, especially in the context of the expanded BRICS economies. The study investigates the drivers of resource dependence in these countries, focusing on FinTech, institutional quality, digitalization, and human capital. The current work analysis utilizes a balanced panel dataset from 1996 to 2023 and leverages the Method of Moments Quantile Regression (MMQR) to identify heterogeneous effects at different levels of natural resource dependence. Common Correlated Effects Mean Group (CCEMG) estimators and Augmented Mean Group (AMG) are used to test robustness, which shows that the results are consistent and in the right direction. The findings of the present study show that financial technology greatly alleviates resource dependence, particularly in countries with high natural resource intensity. Institutional quality also helps in decreasing dependence, though to a lesser extent, especially in non–resource‐dependent settings, whereas human capital exerts a negative but less robust impact. By contrast, digitalization is found to be positively related to resource rents, indicating that without green policy harmonization, in the short run at least, the expansion of digital technologies could prove to be more intense in terms of resource utilization. The paper's originality also consists in the interaction of distribution‐sensitive quantile regressions with second‐generation estimators under resource dependence conditions, providing new evidence on how structural technology components interact asymmetrically among BRICS+ economies.

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Publication Details

Journal
Sustainable Development
Published
2026-01-30
DOI
https://doi.org/10.1002/sd.70732
Citations
1
Primary Topic
Economic Growth and Development
Type
article
Field-Weighted Citation Impact
99.41

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article

Breaking the Resource Trap: Institutions, Human Capital, Financial Technology, and Digital Innovation in BRICS +

Lina Yang, Fadia Sumreen
1 citations
Sustainable Development
Economic Growth and Development
99.41
article

Breaking the Resource Trap: Institutions, Human Capital, Financial Technology, and Digital Innovation in BRICS +

Lina Yang, Fadia Sumreen
article en
1 citations

Abstract

ABSTRACT The reliance on natural resource rents is increasingly a factor that decisively influences the economic stability and sustainability of states, especially in the context of the expanded BRICS economies. The study investigates the drivers of resource dependence in these countries, focusing on FinTech, institutional quality, digitalization, and human capital. The current work analysis utilizes a balanced panel dataset from 1996 to 2023 and leverages the Method of Moments Quantile Regression (MMQR) to identify heterogeneous effects at different levels of natural resource dependence. Common Correlated Effects Mean Group (CCEMG) estimators and Augmented Mean Group (AMG) are used to test robustness, which shows that the results are consistent and in the right direction. The findings of the present study show that financial technology greatly alleviates resource dependence, particularly in countries with high natural resource intensity. Institutional quality also helps in decreasing dependence, though to a lesser extent, especially in non–resource‐dependent settings, whereas human capital exerts a negative but less robust impact. By contrast, digitalization is found to be positively related to resource rents, indicating that without green policy harmonization, in the short run at least, the expansion of digital technologies could prove to be more intense in terms of resource utilization. The paper's originality also consists in the interaction of distribution‐sensitive quantile regressions with second‐generation estimators under resource dependence conditions, providing new evidence on how structural technology components interact asymmetrically among BRICS+ economies.

Sustainable Development
Ningbo University (CN), Zhejiang Wanli University (CN)
Jilin Office of Philosophy and Social Science
Openalex Percentile: Top 0%
Economic Growth and Development
99.41
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Breaking the Resource Trap: Institutions, Human Capital, Financial Technology, and Digital Innovation in <scp>BRICS</scp> + — Lina Yang, Fadia Sumreen · Sustainable Development (2026) | TGRS Research Map | TGRS