Influence of World Development Indicators on Human Development: A Multiple Linear Regression and PSI Ranking Approach
<p>This study investigates the influence of World Development Indicators (WDI)<br />on the Human Development Index (HDI) within the regional context of Asian<br />countries. Understanding the interaction between these indicators and HDI<br />holds strategic relevance for enhancing the formulation of evidence-based<br />development policies. The analysis focuses on five key indicators: population<br />growth, voice and accountability, government effectiveness, GDP per capita<br />growth, and control of corruption. These variables represent essential<br />dimensions of governance and socioeconomic advancement. The dataset<br />comprises information from 46 Asian countries sourced from the World Bank.<br />The methodological framework integrates multiple linear regression to evaluate<br />the magnitude of each variable’s contribution to HDI. The Preference Selection<br />Index (PSI) is utilized to establish a performance-based ranking of countries<br />grounded in the selected indicators. Results demonstrate that population growth<br />and government effectiveness have significant impacts on HDI outcomes, while<br />the remaining variables exhibit no statistically significant effects. Comparative<br />analysis using PSI reveals inconsistencies between development indicator values<br />and actual HDI positions. South Korea shows the highest consistency between<br />quantitative rankings and HDI classification. These findings offer practical<br />insights for policy prioritization by identifying the most influential determinants<br />of human development in the region. The study emphasizes the importance of<br />tailored development strategies and encourages future research to strengthen<br />model robustness through control variable inclusion, sensitivity analysis, and<br />non-linear modeling approaches.</p>
Authors
- Zahedi Zahedi
- Siswadi Siswadi (ORCID: https://orcid.org/0000-0002-5649-4308)
- Krishna Prafidya Romantica (ORCID: https://orcid.org/0009-0009-0857-9196)
- Marah Doly Nasution (ORCID: https://orcid.org/0000-0002-0303-6485)
- Irvan Irvan (ORCID: https://orcid.org/0000-0002-6083-4125)
- Badai Charamsar Nusantara
Publication Details
- Journal
- ZERO Jurnal Sains Matematika dan Terapan
- Published
- 2025-06-30
- DOI
- https://doi.org/10.30829/zero.v9i1.23925
- Primary Topic
- Economic Growth and Development
- Type
- article
- Field-Weighted Citation Impact
- 0.00