Abstract

“Achieving the aim of equal involvement of men and women in decision-making will establish a balance that greater accurately describes the makeup of society, which is required to improve democratization and encourage its effective functioning. The goals of fairness, outcomes, and security cannot be attained without the active engagement of women and the adoption of women's viewpoints at all phases of decision-making." The Women's Reservations Bill is a critical piece of government legislation having the potential to alter the foundation of Indian democracy. It has always sparked intense arguments both inside and outside of Parliament. Its supporters argue that the Bill is vital for woman's active engagement with politics. Opponents believe that reserve would mainly benefit women from aristocratic groups, exacerbating the suffering of those with limited resources and underprivileged. The Women's Reservation law, also known as the Constitutional Amendments (108th Amendment) Bill, is an ongoing law in India that intends to reserve 33% of all seats in the Lok Sabha, India's Lower House of Parliament, and the state legislatures for women. This essay investigates gender inequalities in legislative decision-making in the context of the gender quotas. I utilize two empirical methodologies to randomize parliamentarians' gender and sentiments analysis to discover legislative issues in the French Assembly from 2001 to 2017. It might even go one step further and investigate the current state of support for policies on each issue, for example, by using analysing sentiment methods or embedding models to calculate the distance across a piece of text and the material of interest.

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