A Multiple Linear Regression approach to forecasting Malaysia's GDP using macroeconomic variables / Siti Nurhanani Shamsuddin ... [et al.]

Shamsuddin, Siti Nurhanani and Razali, Siti Nur Aishah and Omar, Mahanim and Abu Mansor, Siti Nurleena (2025) A Multiple Linear Regression approach to forecasting Malaysia's GDP using macroeconomic variables / Siti Nurhanani Shamsuddin ... [et al.]. Beyond Boundaries: The Multidimensional Horizons of E-Learning, 9. pp. 171-177. ISSN 9786299875550

Abstract

This study examines the impact of macroeconomic variables on Malaysia’s Gross Domestic Product (GDP) using the Multiple Linear Regression (MLR) method and develops a predictive model through multiple linear regression. Due to data availability constraints, this study utilizes secondary data from the World Bank and World Development Indicators, covering the period from 2010 to 2019. Based on a review of previous literature, six macroeconomic variables were selected: inflation, exports, imports, Foreign Direct Investment (FDI), population growth, and unemployment rate. Using EViews 12 Student Lite software, the findings reveal that only exports have a statistically significant positive impact on GDP growth, while inflation, imports, FDI, population growth, and unemployment rates are found to be insignificant. These results provide valuable insights for policymakers in formulating strategies to enhance economic growth, identifying key economic trends, and mitigating potential risks. Additionally, the findings contribute to improved decision-making for firms, investors, and government agencies by supporting risk management and strategic economic planning.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Shamsuddin, Siti Nurhanani
2021494756@student.uitm.edu.my
Razali, Siti Nur Aishah
2021886048@student.uitm.edu.my
Omar, Mahanim
mahanim@uitm.edu.my
Abu Mansor, Siti Nurleena
sitin140@ uitm.edu.my
Contributors:
Contribution
Name
Email / ID Num.
Chief Editor
Othman, Jamal
UNSPECIFIED
Subjects: L Education > LG Individual institutions > Asia > Malaysia > Universiti Teknologi MARA > Pulau Pinang
L Education > LG Individual institutions > Asia > Malaysia > Universiti Teknologi MARA
Divisions: Universiti Teknologi MARA, Pulau Pinang > Permatang Pauh Campus
Journal or Publication Title: Beyond Boundaries: The Multidimensional Horizons of E-Learning
ISSN: 9786299875550
Volume: 9
Page Range: pp. 171-177
Keywords: GDP, Multiple Linear Regression, Macroeconomic
Date: March 2025
URI: https://ir.uitm.edu.my/id/eprint/114773
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114773

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