UPSC Data Factory

The Domestic Sphere in India: Current Realities 1. Violence and Inequality • Persistence of structural violence: NFHS-5 (2019–21) shows nearly 30% of women experience intimate partner violence, yet only 14% report such cases, indicating barriers of stigma, fear, and weak institutional support. • Dowry deaths: Despite legal safeguards, India continues to witness around 7,000 dowry deaths annually (2017–22)—a stark reminder of patriarchal control over women’s lives within households. 2. Gendered Time Allocation (Time Use Survey, 2024) • Unpaid domestic services: 93% of women spend an average of 7 hours daily on household work. • Care responsibilities: 41% of women additionally spend 2.5 hours/day on caregiving. • Male participation gap: Men spend barely 26 minutes on domestic chores and 16 minutes on caregiving, reflecting entrenched gender norms and unequal division of labour. 3. Invisible yet Critical Contribution • Economic invisibility: SBI (2023) estimated that if women’s unpaid domestic work were monetised, it would equal 7% of India’s GDP (~₹22.5 lakh crore). • Undervalued frontline workers: Anganwadi workers, ASHAs, and mid-day meal staff—who sustain health and nutrition outcomes—are still treated as “volunteers” without fair wages, job security, or recognition. https://t.me/upscdatafactory

Literacy rate among Indian states.

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#flash Sushila Karki appointed interim Prime Minister of Nepal with the dissolution of parliament. She becomes the first female prime minister in the history of Nepal. Is also the first woman to have held the post of Chief Justice of the Supreme Court of Nepal in 2016. https://t.me/upscdatafactory

India votes in favor of the “New York Declaration,” which calls for the establishment of a Palestinian state. India joined 142 countries supporting the declaration, while 10 voted against it and 12 abstained. Notably, India was the first non-Arab country to officially recognize Palestine.

Aadhaar e-KYC transactions surged from just 100,000 in 2013-14 to over 4.16 billion in 2023-24, nearly 18.87 billion cumulative transactions: a quiet #revolution in #digital identity. https://t.me/upscdatafactory

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Violence & Safety in Homes:

~35,000 dowry deaths (2017–22). NFHS-5 - 30% women face intimate partner violence; only 14% report. Domestic violence cases - ~1/3rd of all crimes against women (~4.45 lakh cases). Normalisation due to silence from political/religious leadership. https://t.me/upscdatafactory

#flash | CPI Data: August CPI at 2.07%

Three Army personnel, including two Agniveers, were killed after an avalanche struck a base camp in Siachen sector, Ladakh (altitude ~12,000 ft). https://t.me/upscdatafactory

As a Dalit Associate Professor of Marketing at IIM Bangalore, Dr Gopal Das endured more than 100 instances of caste-based exclusion. He was denied committee roles, PhD teaching opportunities, and even basic dignity. Yet today, he stands tall as India's #1 Marketing Researcher, Asia's #2, and among the top 17 worldwide. For five consecutive years, he has been featured in Stanford's Top 2% Global Scientists list, while also serving on the editorial boards of leading marketing journals. Dr Das is more than a researcher - he is a beacon of resilience. His journey from systemic injustice to global academic recognition shows what ambition can mean for marginalised communities. https://t.me/ethicsforupscmains

Israel is the first OECD member with which India has signed a BIT under its new model treaty framework. https://t.me/upscdatafactory

Best use case for AI so far - enhanced search engine and fantastic homework assistant. https://t.me/upscprelimsmaterialss

भारत ने 250 गीगावॉट की स्थापित गैर जीवाश्म ऊर्जा क्षमता हासिल की #environment #currentaffairs #energy #mains

Example:

Whistleblowing in Public Service

Case: An officer in the Ministry of Health discovers that funds allocated for a rural vaccination program are being diverted to private accounts by senior officials. If the officer remains silent, the corruption will continue, depriving thousands of poor villagers of essential healthcare. If they expose it, they risk retaliation, transfer, or even threats to personal safety. Ethical Dilemma: Personal Interest vs. Public Good Loyalty to hierarchy vs. Duty to Constitution & Citizens Short-term risk vs. Long-term integrity of system Ethical Analysis: Deontological Ethics: The officer’s duty is to uphold the law and protect public welfare. Utilitarian View: Exposing corruption will maximize welfare by ensuring funds reach the needy. Virtue Ethics: Courage, honesty, and integrity are essential virtues of a public servant. Possible Course of Action: Collect evidence discreetly. Report through internal vigilance mechanisms. If ignored, use statutory provisions (e.g., Whistle Blowers Protection Act). Ensure public interest is protected while minimizing personal risk. Moral Lesson: A civil servant must act as a guardian of public resources and values, prioritizing the larger good over personal convenience. https://t.me/ethicsforupscmains

Interim leader of Nepal https://t.me/upscprelimsmaterialss

The proposed ₹72,000 crore Great Nicobar Project (international port, airport, township, power plant) in the Andaman & Nicobar Islands has triggered debates over tribal displacement, ecological destruction, and seismic vulnerability in a fragile ecosystem. https://t.me/upscdatafactory