Economic and Financial Vulnerability: Proposal for a Multidimensional Index through Dimensionality Reduction

Economic and financial vulnerability (EFV) is a condition that affects the macroeconomic stability of countries, especially in emerging economies, in the face of external or internal shocks. This paper proposes the construction of a multidimensional FEV index using dimensionality reduction techniques, particularly Principal Component Analysis (PCA). Based on data from Latin American countries in the period 2018–2023, a synthetic index is constructed that summarizes key variables such as public debt, inflation, international reserves, trade balance, among others. The results allow countries to be classified according to their level of vulnerability, facilitating decision-making for the design of public policies aimed at economic resilience.

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Publication Details

Journal
Journal of Posthumanism
Published
2025-06-18
DOI
https://doi.org/10.63332/joph.v5i6.2547
Primary Topic
Economic and Technological Innovation
Type
article
Field-Weighted Citation Impact
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article

Economic and Financial Vulnerability: Proposal for a Multidimensional Index through Dimensionality Reduction

Eric Salinas Mayne, Alexandra Lorena López Naranjo, Norma Patricia Jiménez-Vargas, Gilbert Adrian Anazco Campoverde et al.
Journal of Posthumanism
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article

Economic and Financial Vulnerability: Proposal for a Multidimensional Index through Dimensionality Reduction

Eric Salinas Mayne, Alexandra Lorena López Naranjo, Norma Patricia Jiménez-Vargas, Gilbert Adrian Anazco Campoverde, Rosa de Lourdes Acosta Velarde
article en

Abstract

Economic and financial vulnerability (EFV) is a condition that affects the macroeconomic stability of countries, especially in emerging economies, in the face of external or internal shocks. This paper proposes the construction of a multidimensional FEV index using dimensionality reduction techniques, particularly Principal Component Analysis (PCA). Based on data from Latin American countries in the period 2018–2023, a synthetic index is constructed that summarizes key variables such as public debt, inflation, international reserves, trade balance, among others. The results allow countries to be classified according to their level of vulnerability, facilitating decision-making for the design of public policies aimed at economic resilience.

Journal of PosthumanismVol. 5(6)
Universidad Andrés Bello (CL), Universidad Tecnica de Machala (EC), Universidad Nacional de Chimborazo (EC)
Openalex Percentile: Top 80%
Economic and Technological Innovation
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