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January 23, 2026Sustainable Development0 citations

Exploring the Role of Governance on Poverty in Malaysia: Evidence From the BARDL Approach

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YSYogeeswari SubramaniamMHMuzafar Shah Habibullah

Key Points

  • The study aims to investigate how governance affects poverty levels in Malaysia over time.
  • Utilized the Bootstrapped Autoregressive Distributed Lag (BARDL) technique
  • Analyzed data series collected from 1997 to 2022
  • Conducted Granger causality analysis to examine relationships between variables
  • Governance significantly reduces poverty levels in both short and long-term
  • Granger causality analysis indicated a unidirectional causality from governance to poverty
  • Other variables displayed bidirectional causality with poverty

Abstract

ABSTRACT Poverty alleviation is a global concern and an essential element for fostering inclusive growth and reducing inequities. This condition inspired the authors to explore the role of governance in poverty, specifically focused on Malaysia. The current study employed the Bootstrapped Autoregressive Distributed Lag (BARDL) technique on data series collected from 1997 to 2022. The results revealed that governance plays a critical role in reducing poverty levels in Malaysia in the short and long run. The Granger causality analysis confirmed a unidirectional causality from governance to poverty, while the other variables exhibit bidirectional causality. The present study recommended that Malaysia enhance the efficiency and effectiveness of its governance to encourage poverty alleviation initiatives by cultivating transparency and accountability throughout the entire process.

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Cite This Study

Subramaniam et al. (2026) studied this question.

synapsesocial.com/papers/69730f18c8125b09b0d1eea1https://doi.org/10.1002/sd.70684
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