Data Integrity and Digital Health Systems as Drivers of Women’s Socio-Economic-Political Empowerment

Author(s)	Biswajit Bhoi, Dr. Rajeev Johari
Country	India
Abstract	The intersection of women's health and their socio-economic and political empowerment is a multifaceted domain where physiological well-being acts as a prerequisite for societal participation. Access to accurate health information and reliable healthcare infrastructure is fundamental to this empowerment, yet the data underpinning women's health is frequently characterized by measurement errors, sparsity, and privacy risks. This paper examines the role of health data integrity and emerging digital technologies in facilitating or hindering women's agency. We argue that while digital tools and longitudinal studies offer pathways to empowerment through better health management, they are currently compromised by algorithmic hallucinations, privacy vulnerabilities, and methodological biases. By synthesizing recent advancements in statistical calibration, FemTech privacy analysis, and Large Language Model (LLM) benchmarking, we propose a comprehensive framework for validating the information ecosystems that women rely upon. We conclude that socio-economic-political empowerment cannot be fully realized without first resolving the "validity crisis" in women's health data and digital interfaces.
Published In	Volume 7, Issue 4, April 2026
Published On	2026-04-22
DOI	https://doi.org/10.70528/IJLRP.v7.i4.2150
Short DOI	https://doi.org/hb27s9

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