Evaluating Women Empowerment Initiatives Using Grey Relational Analysis (GRA): A Data-Driven Approach

This necessitates a comprehensive and updated analysis of the current evidence on its impact on global development efforts, particularly on fertility.Drawing insights from fieldwork interviews in Fiji, Sri Lanka, and Timor-Leste, this research highlights diverse cultural perspectives on empowerment, often emphasizing the role of society.While higher education and employment are essential drivers of empowerment, cultural influences cannot be ignored.Social norms continue to shape women's empowerment, directly or indirectly, enabling or constraining their advancement.This study specifically examines women's psychological empowerment in Tehran, focusing on the influence of higher education and employment.In this study, education and occupation were considered as independent variables, while empowerment served as the dependent variable.These groups provide microcredit facilities so that women can engage in entrepreneurial activities and achieve financial independence.Entrepreneurship and income-generating activities serve as practical solutions to foster empowerment.Some researchers highlight the impact of militarization and the perceived threats to male dominance, while others argue that wartime experiences can disrupt traditional gender hierarchies.This study examines the mechanisms by which war preparation and experiences contribute to changes in women's empowerment.Empowerment is equally important for both men and women, as it emphasizes shared power and equal opportunities.. Women's empowerment plays a key role in fostering social, economic, and political equality.This study uses the Gray Relational Analysis (GRA) methodology to reexamine traditional empowerment models and identify innovative strategies that enhance women's rights, autonomy, and overall well-being.By examining scalability, sustainability, relevance, and reliability, this research not only identifies effective interventions but also redefines empowerment beyond conventional frameworks.A key finding is the dominance of A5, underscoring the critical role of reliability and relevance in designing impactful empowerment programs.However, this study also challenges existing norms, advocating for dynamic, data-driven improvements to underperforming initiatives.Beyond theoretical analysis, this research serves as a roadmap for policymakers, community builders, and change makers, encouraging bold, disruptive innovations in women's empowerment.Ultimately, it drives the global gender equality movement forward, laying the foundation for holistic, inclusive, and future-focused empowerment ecosystems that redefine the role of women in society .This study uses the Gray Relationship Analysis (GRA) method to evaluate women's empowerment initiatives based on four key criteria: scalability, sustainability, relevance, and credibility.GRA helps in ranking various alternatives (A1-A7), analyzing their performance and identifying the most effective strategies.The approach includes normalization, deviation order calculation, Gray relationship coefficient calculation, and final ranking.This method ensures data-driven and objective evaluation of empowerment programs, guiding policymakers in designing impactful initiatives.Evaluation parameter taken as C1-Measurability: Definition: Women's empowerment efforts should have clear, tractable indicators to assess their impact.C2-Achievability: Definition: Women's empowerment goals should be realistic and achievable within a specific timeframe.C3-Relevance: Definition: To be truly effective, empowerment efforts must be aligned with women's unique cultural, social, and economic realities.C4-Reliability: Definition: The methods used to monitor and evaluate women's empowerment efforts should be consistent and reliable.Based on the results, A5 proved to be the most effective initiative, demonstrating high relevance and credibility, making it the best approach for sustainable empowerment.A4 and A6 followed closely, showing strong reachability and alignment with empowerment objectives.However, A3 ranked the lowest, indicating limited effectiveness, which may be due to challenges in practical implementation or alignment with real-world needs .The results indicate that A5 is the most effective initiative, demonstrating high relevance and credibility for sustainable women's empowerment.Meanwhile, A3 was ranked the lowest, highlighting the need for improvements in practical with empowerment objectives implementation and real-world impact.However, A3 ranked the lowest, indicating limited effectiveness, which may be due to challenges in practical implementation or alignment with real-world needs.