Issue 3 (September)

Vol. 4 (2025), JEA

3 articles

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Open Access Journal Article
An AI-Enhanced Forecasting Framework: Integrating LSTM and Transformer-Based Sentiment for Stock Price Prediction
by Diego Vallarino
JEA  2025 4(3):109; 10.58567/jea04030001 - 15 September 2025
Abstract
Forecasting stock prices remains a fundamental yet complex challenge in financial economics due to the nonlinearity, volatility, and exogenous shocks characterizing market behavior. This paper proposes a hybrid deep learning framework that integrates Long Short-Term Memory (LSTM) networks for time-series modeling with Transformer-based architectures for textual sentiment extrac [...] Read more

Open Access Journal Article
Transitioning from Interest Rate to GDP Growth Rate for More Sustainable Equitable Economy
by Samir Alamad
JEA  2025 4(3):110; 10.58567/jea04030002 - 15 September 2025
Abstract
Exiting literature and central banks have recently raised concerns about the ominous overlooked threat of growing global debt, and its fundamental role in financial crises and economic instability. This paper develops and models an alternative economic theory that calls for a paradigm shift from the prevailing debt-based financial economy. Through a structured literature review [...] Read more

Open Access Journal Article
Does the ‘Double Reduction’ Policy Reduce ‘Rat Race’? A Natural Experimental Study in China
by Philip Arestis , Mianshan Lai , Jiale Yang  and  Yuexun Zhong
JEA  2025 4(3):111; 10.58567/jea04030003 - 15 September 2025
Abstract
This paper investigates the effects of an unprecedented education policy called ‘double reduction’ (DR) on students’ performance, with evidence from China. One of the significant changes brought about by this policy is the transition of examination scores from a numerical system to a grading system. We found a junior middle school in a small town in Guangzhou [...] Read more
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