Examining regional economic differences in Europe: The power of ANFIS analysis

The paper analyzes the interrelation between labour markets, demographic factors, and economic performance in Northern and Southeastern European countries during the period 2012–2023, using advanced ANFIS methodology. The aim of the study was to identify key differences between the developed countries of Northern Europe (Sweden, Norway, Finland) and the less developed countries of Southeastern Europe (Croatia, Bulgaria, Romania) and to pinpoint factors contributing to sustainable economic development. The research findings reveal significant differences in labour market structures, the impact of demographic factors, and resilience to macroeconomic shocks between the regions studied. Developed Northern European countries demonstrate high productivity levels, labour market stability, and resistance to inflation, while less developed Southeastern European countries are characterized by greater sensitivity to inflation and a higher dependency on low wages. The analysis highlights the need for structural reforms and increased investment in human capital and technology in less developed countries to reduce their reliance on volatile factors and foster sustainable growth. This paper contributes to understanding the complex relationships between labour markets, demographic factors, and economic performance and provides guidance for formulating effective public policies within the European Union.

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Publication Details

Journal
Journal of Decision Analytics and Intelligent Computing
Published
2025-02-10
DOI
https://doi.org/10.31181/jdaic10010022025b
Citations
4
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
12.52
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article

Examining regional economic differences in Europe: The power of ANFIS analysis

Jurica Bosna
4 citations
Journal of Decision Analytics and Intelligent Computing
Energy, Environment, Economic Growth
12.52
article

Examining regional economic differences in Europe: The power of ANFIS analysis

Jurica Bosna
article en
4 citations

Abstract

The paper analyzes the interrelation between labour markets, demographic factors, and economic performance in Northern and Southeastern European countries during the period 2012–2023, using advanced ANFIS methodology. The aim of the study was to identify key differences between the developed countries of Northern Europe (Sweden, Norway, Finland) and the less developed countries of Southeastern Europe (Croatia, Bulgaria, Romania) and to pinpoint factors contributing to sustainable economic development. The research findings reveal significant differences in labour market structures, the impact of demographic factors, and resilience to macroeconomic shocks between the regions studied. Developed Northern European countries demonstrate high productivity levels, labour market stability, and resistance to inflation, while less developed Southeastern European countries are characterized by greater sensitivity to inflation and a higher dependency on low wages. The analysis highlights the need for structural reforms and increased investment in human capital and technology in less developed countries to reduce their reliance on volatile factors and foster sustainable growth. This paper contributes to understanding the complex relationships between labour markets, demographic factors, and economic performance and provides guidance for formulating effective public policies within the European Union.

Journal of Decision Analytics and Intelligent ComputingVol. 5(1)
University of Zadar (HR)
Decent work and economic growth
Openalex Percentile: Top 2%
Energy, Environment, Economic Growth
12.52
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Examining regional economic differences in Europe: The power of ANFIS analysis — Jurica Bosna · Journal of Decision Analytics and Intelligent Computing (2025) | TGRS Research Map | TGRS