UPSC Mains 2021 GS Question Papers with Model Answers

Nature

• Devotional and emotional: love for God (Krishna, Rama, Shiva) over ritual and scripture; saguna poets like Surdas and Tulsidas and nirguna poets like Kabir and Nanak.
• Vernacular: Tamil Tevaram, Marathi abhangas, Hindi dohas, Bengali padavali and Punjabi shabads, making religion accessible.
• Egalitarian and reformist: saints from low castes (Ravidas, Chokhamela) and women (Andal, Akka Mahadevi, Mira) challenged caste and gender hierarchy and priestly mediation.

Contribution to Indian culture

• Birth of regional languages and literatures: Tulsidas's Ramcharitmanas, Jnaneshwari, Chaitanya's influence on Bengali.
• Music and dance: dhrupad, kirtan, Odissi and Bharatanatyam repertoire; Sikh gurbani.

Brahmo Samaj

• Founded by Raja Rammohan Roy in 1828 after the Atmiya Sabha; monotheism based on the Upanishads, rejection of idolatry, priesthood and caste; campaigns against sati (abolished 1829), child marriage and for women's education and widow remarriage.

Young Bengal

• Radical students of Hindu College led by Henry Vivian Derozio (1826–31), inspired by the French Revolution and rationalism; the Academic Association debated freely, questioned orthodoxy, idolatry and caste, and championed women's rights, free press and civil liberties.
• Though short-lived and limited to an elite, members like Ramgopal Ghosh later supported political reform and the Landholders' Society.

Administrative issues

• Diversity of administration: states ranged from Hyderabad and Mysore with modern bureaucracies to tiny estates with no separate administration; they had to be grouped into Part B and Part C states or merged with provinces (Kathiawar states into Saurashtra, Orissa and Chhattisgarh states into neighbouring provinces).
• Integrating revenue, police, judicial and currency systems, and absorbing state forces and civil servants into the Indian Army and services.

Socio-cultural problems

• Feudal structures, jagirdari and begar had to be dismantled; land reforms faced landed resistance.
• Communal and princely loyalties, as in Hyderabad with Razakar violence and Kashmir's complex demography.

Himalayan region

• Tectonically active young fold mountains with fractured, weak sedimentary rocks and steep slopes; frequent earthquakes trigger slides.
• High relief and glacial and fluvial undercutting; glacial lake outbursts and cloudbursts, as at Kedarnath (2013) and Chamoli (2021).

Western Ghats

• Geologically stable, old Precambrian and Deccan basalt rocks with thick lateritic soil over hard rock; landslides are mainly shallow soil slips and debris flows during intense monsoon rain (over 300 mm a day), as in Wayanad (2024), Kavalappara (2019) and Malin (2014).
• Saturation of soil, high pore pressure and steep escarpment slopes facing the monsoon.

Reasons

• Under-exploration: only about 10 per cent of the obvious geological potential area is explored in detail; deep-seated minerals like gold, copper and rare earths remain untapped.
• Regulatory and policy hurdles: delays in environmental and forest clearances, the Supreme Court's bans on illegal mining in Goa and Karnataka, and uncertainty before the 2015 auction regime deterred investment.
• Legacy of state monopoly and small captive mines; private and foreign investment was limited until the MMDR amendments of 2021 and 2023.

Environmental implications

• Urban flooding: water bodies absorb runoff; their loss caused the Chennai floods of 2015, Bengaluru's 2022 flooding of tech corridors and Mumbai's 2005 deluge.
• Groundwater decline: wetlands recharge aquifers; Gurugram and Hyderabad face falling water tables after lakes were built over.
• Loss of biodiversity: migratory birds, fish and amphibians lose habitat, as at Deepor Beel in Guwahati and Hussain Sagar's shrinking.
• Water quality: remaining lakes become sewage sinks (Bellandur's foaming), and natural filtration of pollutants is lost.

Global occurrences

• Cumbre Vieja, La Palma, Canary Islands (September–December): lava flows destroyed over 3,000 buildings and banana plantations, displaced 7,000 people and created new land at the coast; ash disrupted flights.
• Mount Semeru, Java, Indonesia (December): pyroclastic flows and ash killed over 50 people and buried villages; part of the Sunda arc.
• Fagradalsfjall, Iceland (March–September): fissure eruption on the Reykjanes peninsula after 800 years, a tourist attraction with little damage but gas emissions.

Impact on regional environment

• Ashfall damaged crops, water supplies and air quality, causing respiratory illness; aviation disruption.
• Lava destroyed settlements, forests and farmland but created new land and fertile soils in the long run.
• Sulphur dioxide and aerosols caused acid rain and local cooling; Hunga Tonga injected water vapour into the stratosphere.

Why India is a subcontinent

• Physical separation: the Himalaya, Karakoram and Hindu Kush in the north, the Arabian Sea, Indian Ocean and Bay of Bengal on three sides, and the Thar and Baluchistan deserts and the Patkai–Arakan hills on the flanks isolate the region from the rest of Asia.
• Tectonic identity: the Indian plate, a separate fragment of Gondwana that collided with Eurasia, giving the region its own geological history and the Himalayan uplift.
• Size and diversity: about 4.4 million sq km with every landform, from glaciers and deserts to deltas and rainforests, and climates from alpine to equatorial.

Uniqueness compared with mainstream systems

• Holistic and ecological: knowledge integrates forest, soil, water, animals and spirits; sacred groves, Apatani wet-rice-fish cultivation and Zabo farming in Nagaland conserve resources, unlike the compartmentalised, extraction-oriented mainstream science.
• Oral and experiential: learnt through practice, songs, myths and rituals rather than texts and classrooms; elders and healers are custodians.
• Collective ownership: knowledge belongs to the community, not individuals, contrasting with patents and private property; medicinal knowledge of the Kani tribe (Jeevani) raised benefit-sharing issues.
• Local and adaptive: fine-grained knowledge of micro-climates, seed varieties (Koraput's rice landraces), wild foods and weather signs, suited to specific landscapes.

How it empowers women

• Flexibility: women can choose hours and locations, combining paid work with care duties, which traditional jobs rarely allow; important when female labour force participation is low.
• Low entry barriers: a smartphone and skills in beauty, tutoring, cooking, content creation or reselling suffice; Meesho's resellers are largely homemakers.

Limits

• Insecure, low-paid work without social security, maternity benefits or grievance redress; algorithmic control and rating pressure.
• Safety risks in home services and delivery; digital and skill divides exclude poorer women.

Contributions that prepared the base

• Economic critique of colonialism: Naoroji's drain theory, R.C. Dutt's Economic History of India and Ranade's writings exposed how British rule impoverished India, giving nationalism its intellectual foundation.
• Political education: Congress sessions, newspapers and the British Committee in London spread ideas of representative government, civil liberties and Indianisation of services; demands led to the Indian Councils Acts of 1892 and 1909.
• All-India organisation: the Congress became a national platform uniting regions, communities and classes, building a sense of common Indian identity.
• Legitimacy of dissent: they established peaceful, legal opposition as acceptable, trained a generation in parliamentary methods and created a political vocabulary of rights.
• Social reform linked to politics, and defence of the press and civil liberties (opposition to the Vernacular Press Act's legacy, the Ilbert Bill episode).

Limitations

• Narrow social base of English-educated elites; faith in British justice ('mendicancy'); no mass mobilisation; achievements were modest, and the partition of Bengal exposed their weakness, leading to the Extremist challenge at Surat (1907).

During the Non-Cooperation Movement (1920–22)

• Swadeshi and khadi: boycott of foreign cloth, bonfires of imported textiles and promotion of hand-spinning on the charkha, with the Congress encouraging every member to spin.
• National education: boycott of government schools and founding of national institutions such as Jamia Millia Islamia, Kashi Vidyapith and Gujarat Vidyapith.
• Hindu–Muslim unity through alliance with the Khilafat movement.
• Removal of untouchability and temperance; prohibition picketing of liquor shops.

During the Civil Disobedience Movement (1930–34)

• Salt satyagraha was itself a constructive symbol of self-reliance; khadi and village industries expanded through the All India Spinners' Association.
• Harijan upliftment: after the Poona Pact (1932), Gandhi founded the Harijan Sevak Sangh, the Harijan weekly and undertook temple-entry campaigns.
• Women's participation in picketing and spinning; prohibition and boycott of foreign goods.
• Village reconstruction: the All India Village Industries Association (1934), sanitation, basic education (Nai Talim), promotion of Hindustani and adult literacy.
• Communal harmony efforts and work with peasants and labour, including no-tax campaigns in Bardoli and the United Provinces.

Nature of the challenge

• Fascism in Italy: Mussolini's march on Rome (1922) ended parliamentary government, replacing it with a one-party corporate state glorifying violence and the nation.
• Nazism in Germany: the Weimar Republic collapsed under reparations, hyperinflation, the Depression and political polarisation; Hitler's Enabling Act (1933) destroyed democracy and unleashed racial terror.
• Communism in the Soviet Union: Stalin's one-party dictatorship, purges and planned economy offered an alternative that attracted intellectuals and workers.

Causes

• Economic crisis: the Great Depression produced mass unemployment that democracies seemed unable to solve.
• Weak institutions: proportional representation and coalition instability discredited parliaments; the Versailles settlement bred resentment.
• Fear of communism pushed middle classes towards strongmen; propaganda, mass politics and paramilitaries overwhelmed liberal norms.

Evaluation

• The challenge was serious: democracy appeared obsolete, and totalitarian regimes mobilised societies and achieved rearmament and growth, while liberal states seemed decadent.
• Yet democracy survived and adapted in Britain, France, the US (New Deal) and Scandinavia, showing resilience through welfare measures and reform; the Second World War ultimately discredited fascism.
• The period demonstrated that democracy depends on economic security, functioning institutions and civic culture, lessons embedded in post-war constitutions, including India's.

Alignment of major ranges

• Alpine–Himalayan belt (east–west): Atlas, Pyrenees, Alps, Carpathians, Caucasus, Zagros, Hindu Kush, Karakoram and the Himalaya, formed by the collision of Africa, Arabia and India with Eurasia.
• Circum-Pacific belt (north–south): the Rockies and Andes along the Americas' western margins, and the island arcs of Japan, the Philippines and New Zealand, from subduction.
• Older ranges: the Appalachians, Urals (north–south, dividing Europe and Asia), Scandinavian mountains, the Great Dividing Range of Australia and the Western Ghats of India running parallel to coasts.

Impact on local weather

• Orographic rainfall and rain shadows: windward slopes receive heavy rain while leeward sides are dry, as the Western Ghats give Mangaluru over 300 cm and Bengaluru under 100 cm; the Andes make the Amazon side wet and the Atacama a desert; the Sierra Nevada creates the Great Basin desert.
• Barrier effect: the Himalaya block cold Siberian winds, keeping north India warmer in winter, and force the monsoon to shed rain, producing the Meghalaya world-record rainfall; they also confine the monsoon to the subcontinent.
• Temperature and altitude: lapse rate creates vertical climatic zones, snow lines and hill stations; valleys trap cold air in winter inversions and fog.

Melting of Arctic ice

• Weather patterns: loss of reflective sea ice increases absorption of heat (albedo feedback), causing Arctic amplification, warming the region three to four times faster than the globe; this weakens the temperature gradient, destabilises the polar jet stream and polar vortex, bringing cold waves to North America and Europe and heatwaves and erratic monsoons elsewhere, including links to weaker Indian monsoon circulation.
• Permafrost thaw releases methane, accelerating warming; wildfires in Siberia.

Melting of Antarctic glaciers

• Weather and ocean: freshwater from ice sheets alters the Southern Ocean's salinity, slows deep-water formation and global ocean circulation, affects the Antarctic Circumpolar Current and shifts the Southern Hemisphere westerlies, influencing rainfall in Australia, South America and southern Africa; sea ice loss affects krill and penguins.
• Sea-level rise is the dominant impact: the West Antarctic Ice Sheet and Thwaites glacier alone could raise seas by several metres over centuries, threatening Mumbai, Kolkata, Dhaka and small islands.

Geopolitical implications

• Oil-rich states gain strategic leverage: OPEC's embargo of 1973, Russia's use of energy against Europe, and Gulf monarchies' influence over consumers.
• Great-power rivalry and intervention in producing regions: the Gulf wars, Iran sanctions, Libya and Venezuela crises; chokepoints like Hormuz and Malacca become security flashpoints.

Economic implications

• Importers like India (88 per cent import dependence) face balance-of-payments stress, currency depreciation and inflation when prices spike; exporters face boom–bust cycles and the 'Dutch disease'.
• Oil pricing in dollars sustains US financial power; sovereign wealth funds of Gulf states shape global investment.
• Energy poverty in oil-poor developing countries limits industrialisation.

Social and environmental implications

• Migration of labour to the Gulf, with 9 million Indians sending remittances; abrupt shocks displace them.
• Oil wealth funds extremism and conflict in some regions; spills and flaring damage the Niger delta and Arctic.
• Dependence delays climate action, while producers resist transition.

Strategic responses

• Diversification of suppliers, strategic reserves, energy efficiency, renewables and green hydrogen, as India pursues; biofuels and electric mobility reduce vulnerability; international cooperation through the IEA and ISA.

Positive implications

• Employment and incomes: millions of well-paid jobs for engineers and graduates, plus indirect jobs in transport, housing, security and services; a new upper-middle class.
• Women's participation: about a third of the IT workforce is female, giving economic independence and later marriage.
• Urban growth and infrastructure: tech parks (Electronic City, HITEC City), metro rail, airports and real estate boom; cities became global brands attracting FDI.
• Social change: cosmopolitan culture, inter-caste and inter-regional marriages, nuclear families, consumer markets, start-up ecosystems and philanthropy (Infosys Foundation).
• Remittances and demonstration effects spread to tier-2 towns; e-governance and digital skills diffused.

Negative implications

• Inequality: a dual city of gated enclaves and slums; service workers excluded from gains; rising cost of living and housing displaces the poor.
• Infrastructure stress: traffic congestion, water shortage, flooding of lake beds built over, as in Bengaluru.
• Migration pressures and regional tensions over jobs for locals, language politics in Bengaluru.
• Work stress, long hours, health issues and job insecurity from automation and layoffs; gender gap at senior levels.
• Neglect of manufacturing and of other regions, deepening regional disparity.

Main objectives

• Awareness of population processes: fertility, mortality, migration, ageing and their links to development and environment.
• Responsible reproductive behaviour: informed choices on family size, spacing, age at marriage and contraception.
• Gender equality: valuing the girl child, women's education and shared responsibility.
• Health literacy: maternal and child health, nutrition, adolescent sexual and reproductive health, HIV awareness.
• Sustainable development: understanding resource use, urbanisation and the demographic dividend.

Measures to achieve them in India

• School curricula: integrate population and life-skills education in NCERT and state textbooks, as the National Population Education Project (1980) and Adolescence Education Programme attempted; train teachers and address sensitivity to sex education.
• Higher and adult education: population studies in universities, adult literacy programmes and anganwadi-based sessions for women.
• Community outreach: ASHAs, SHGs and panchayats delivering messages on spacing, nutrition and girls' education; involve religious and community leaders.
• Media and digital campaigns: Hum Do Hamare Do-style messaging, radio, television serials and social media for youth.
• Service linkage: education paired with access to contraception, Mission Parivar Vikas, maternal health schemes and adolescent health clinics (RKSK).
• Incentives and legal measures: enforcing the minimum marriage age, Beti Bachao Beti Padhao, conditional cash transfers for girls' schooling.

Effects on global society

• Finance: new asset class worth trillions at peaks, enabling cheap cross-border transfers and financial access for the unbanked; decentralised finance and NFTs created new markets.
• Risks: extreme volatility and speculative bubbles (FTX collapse, 2022) wiped out savings; use in ransomware, money laundering, terror financing and the dark web; tax evasion and capital flight.
• Energy: Bitcoin mining consumes electricity comparable to a mid-sized country, raising climate concerns.

Effect on Indian society

• Adoption: India has among the largest numbers of crypto users, estimated at over 10 crore, mostly young, in small towns as well as cities, drawn by apps and advertising during the pandemic.
• Regulation: the RBI banned bank dealings in 2018, struck down by the Supreme Court (2020); a 30 per cent tax and 1 per cent TDS since 2022 and coverage under PMLA curbed trading; the RBI launched the e-rupee pilot (2022); the G20 under India backed a global framework.
• Risks realised: frauds such as GainBitcoin, ransomware attacks, money laundering through exchanges, and losses by retail investors; dollar-denominated trading affects capital controls.
• Opportunities: blockchain talent, Web3 start-ups and remittance innovation; the Web3 workforce is a growing employer.

How continuity is maintained

• Family and kinship: the joint family ideal, respect for elders, arranged marriage within caste and religion (over 90 per cent of marriages), and rituals of birth, marriage and death transmit values across generations.
• Religion and ritual: festivals, pilgrimages, temples and daily worship adapt to urban life; religious institutions and gurus remain influential; the sacred and secular coexist.
• Caste and community: endogamy, caste associations and jati networks persist in politics and marriage, reproducing identity.
• Socialisation: mother tongue, folk tales, epics and television serials (Ramayana) reinforce values; cinema and festivals renew tradition; diaspora maintains culture abroad.

Changes taking place

• Family: rise of nuclear families, late marriage, declining fertility, live-in relationships, more divorce and acceptance of inter-caste and love marriages; ageing parents living alone.
• Women: education, work and legal rights alter gender roles, though patriarchy adapts.
• Caste: weakening of ritual hierarchy and occupational link, Dalit assertion, but politicisation of caste identity.
• Religion: individualised spirituality, consumerist festivals, growth of new sects and also communal polarisation.
• Urbanisation and technology: anonymity, consumer culture, social media and global exposure change leisure, language and aspirations; youth culture and individualism grow.

Judicial exposition

• Kesavananda Bharati (1973) implicitly protected constitutional essentials through the basic structure.
• Manoj Narula (2014): the Court invoked constitutional morality to urge the Prime Minister not to appoint tainted ministers.
• Government of NCT of Delhi v. Union of India (2018): constitutional morality requires the Lieutenant Governor and the elected government to act within their roles and in constitutional trust.

Why greater representation is desirable

• Diversity of perspective: women judges bring lived experience to cases on sexual violence, family law, workplace harassment and reproductive rights, improving the quality and sensitivity of justice; Vishaka and X v. NCT Delhi reflect such perspectives.

Barriers

• Opaque collegium criteria, late entry and family constraints, fewer women in senior advocacy and 'leaky pipeline' from district courts; lack of infrastructure.

Measures

• Transparent, diversity-conscious appointments, as CJI Ramana urged with his call for 50 per cent representation; mentoring, flexible careers, creches and gender audits.

Recommendations enabling states

• Devolution raised from 32 to 42 per cent of the divisible pool, the largest increase ever, giving states greater untied resources in place of discretionary plan grants.

Impact

• States' share of untied funds rose, improving autonomy to design schemes; tax devolution grew from Rs 3.4 lakh crore to over Rs 6 lakh crore by 2019–20.
• But the Centre offset part of the gain by raising cesses and surcharges outside the divisible pool and cutting its share in centrally sponsored schemes, so the net improvement was smaller than headline figures suggest.

Instruments of accountability

• Question Hour, Zero Hour, adjournment and calling-attention motions compel ministers to answer; no-confidence and censure motions can remove a government.

Extent of success

• Parliament has forced resignations, exposed scams and reshaped bills, such as the Data Protection Bill through the Joint Committee, and the repeal of the farm laws followed sustained pressure.
• But accountability is weakening: sittings have fallen to about 60 days a year; Question Hour is often disrupted; bills are passed with little debate and under 20 per cent go to committees; the anti-defection law makes MPs follow whips; the money bill route and ordinances bypass scrutiny; the guillotine passes most demands without discussion.

How business associations contribute to public policy

• Pre-budget consultations: they submit memoranda on taxes, duties and incentives; many Budget measures, such as corporate tax cuts (2019) and PLI schemes, followed industry representations.
• Expert inputs: NASSCOM shaped IT and data policy, including the SEZ regime, start-up rules and the Data Protection Act's safe-harbour debates; SIAM influenced emission norms and electric vehicle policy timelines.

Concerns

• Disproportionate access compared with labour, farmers or consumers; risk of regulatory capture, as alleged in telecom and lobbying scandals; opacity, since India has no lobbying law.

Moral imperative

• Equity: primary care reaches the poor, rural and marginalised who cannot afford private hospitals; out-of-pocket spending pushes millions into poverty each year.

Precondition for sustainable development

• Human capital: healthy children learn better; immunisation, nutrition and maternal care reduce stunting (36 per cent) and raise productivity; health gains contributed about a third of Asian growth.

Why it matters for vocational education

• Vocational training in India suffers from low prestige, weak industry linkage and poor placement; only about 5 per cent of the workforce is formally skilled.

Existing efforts

• National Apprenticeship Promotion Scheme with stipend support, Apprenticeship Act amendments (2014), dual-system ITIs, PM Internship Scheme (2024) in top companies, degree apprenticeships under the National Credit Framework, and campus 'earn while learn' programmes at universities and the Kendriya Vidyalaya and IGNOU models.

How to strengthen it

• Mandate apprenticeship seats in larger firms with tax incentives; extend to MSMEs through cluster facilitation.
• Integrate work-based credits into school and higher education under NEP 2020; recognise prior learning.

How SHG microfinance helps

• Income and assets: small loans finance livestock, petty trade and farming; DAY-NRLM's 10 crore women members and Kerala's Kudumbashree raised household incomes and savings, with 'lakhpati didi' targets.

Limits

• Loans are small and often used for consumption; multiple borrowing and coercive recovery in the 2010 Andhra microfinance crisis caused distress.
• Credit alone cannot fix structural causes such as landlessness, low wages, patriarchy and poor public health systems; male capture of loans occurs.

India's influence in Africa

• Economic: trade of about USD 100 billion makes India Africa's fourth largest partner; cumulative Indian investment exceeds USD 75 billion in telecom, pharma, agriculture and energy; Indian generics supply much of Africa's medicines.
• Development partnership: over USD 12 billion in concessional lines of credit for power, railways and water; ITEC training; the Pan-African e-Network and e-VidyaBharti; scholarships and 'IIT Madras Zanzibar'.

Limits

• China's trade is three times larger and its infrastructure footprint far greater; Indian projects suffer delays; the third Forum Summit has been long pending.

Why China is more challenging

• Economic scale: China's GDP is about 70 per cent of America's in nominal terms and larger in purchasing power, with manufacturing output exceeding the US; the Soviet economy never exceeded 40 per cent of America's.
• Interdependence: China is a top trading partner of the US and most of the world, holds US debt and anchors supply chains, so containment imposes costs on the US itself, unlike the sealed Soviet bloc.

Qualifications

• China faces ageing, debt, slowing growth and few allies, while the US retains alliances, the dollar and innovation; the threat is to primacy rather than existence.

Why states question CBI jurisdiction

• Nine states, including West Bengal, Punjab, Kerala, Tamil Nadu and Jharkhand, have withdrawn general consent since 2018, alleging political misuse of the agency against opposition governments; West Bengal filed an original suit under Article 131, admitted by the Supreme Court in 2024.

Why state consent is not absolute

• Courts' power: the Supreme Court and High Courts can direct CBI investigations without state consent to protect fundamental rights (State of West Bengal v. Committee for Protection of Democratic Rights, 2010), as federalism does not limit judicial power under Articles 32 and 226.
• Central subjects: offences relating to Union employees, central government departments, PSUs and matters in the Union List can be investigated; withdrawal of general consent does not affect ongoing cases (Kazi Lhendup Dorji, 1994) or cases where the state later consents case by case.

Federal character

• India's federalism is cooperative and asymmetric: policing is a state function, but corruption and inter-state crime need a central agency; consent protects state autonomy, while judicial oversight prevents states from shielding offenders.

Structural limitations

• Recommendatory powers: they can only recommend compensation or prosecution; governments may ignore or delay compliance, and the Commission cannot enforce its findings.
• Limited jurisdiction: cannot investigate violations by armed forces beyond seeking a report; complaints older than one year are barred; cannot act on matters pending before other commissions.

Practical limitations

• Overload: over a lakh complaints a year with small staff; dismissal of most complaints in limine.
• Political pressure in cases involving ministers, police excesses or communal violence; low public awareness; little follow-up on systemic recommendations; downgrading of its international accreditation status in 2023–24 for lack of independence.

Remedial measures

• Make recommendations binding or require governments to give reasons for non-compliance within a time limit, with judicial enforcement.
• Independent investigative cadre and own budget charged on the Consolidated Fund; appointment by a broad-based committee with civil-society members, and timely filling of vacancies.
• Extend jurisdiction over armed forces with safeguards, remove the one-year bar and empower suo motu action.

USA

• Source: the Fourteenth Amendment (1868), 'equal protection of the laws', applies to states; the Fifth Amendment's due process extends it to the federal government. The original Constitution contained no equality clause and tolerated slavery.
• Content: primarily a negative guarantee against state discrimination; courts apply strict scrutiny to race-based classifications, including affirmative action, which was limited in Students for Fair Admissions v. Harvard (2023).

India

• Source: a detailed code in Articles 14–18, drafted with the experience of caste and colonialism.
• Content: equality before law and equal protection (Article 14); prohibition of discrimination by the state and in public places (Article 15), including against private actors in access to shops and wells; equality of opportunity in public employment (Article 16); abolition of untouchability (Article 17) and titles (Article 18).

Distinguishing features

• The US views affirmative action as an exception to equality; India treats it as a facet of equality.
• India's provisions reach private discrimination in specified fields; the US clause binds mainly the state.
• India combines liberty with fraternity and social transformation; the US stresses individual autonomy.

Constitutional provisions

• Article 168 provides that states may have a bicameral legislature; Article 169 lets Parliament create or abolish a Council by simple majority if the state assembly passes a resolution by a special majority, without this counting as a constitutional amendment.
• Article 171: strength not more than one-third of the assembly and not less than 40; composition: one-third elected by local bodies, one-twelfth by graduates, one-twelfth by teachers, one-third by MLAs, and one-sixth nominated by the Governor from literature, science, art, cooperatives and social service; permanent body with one-third retiring every two years.

Working and current status

• Six states have Councils: Andhra Pradesh, Bihar, Karnataka, Maharashtra, Telangana and Uttar Pradesh; Tamil Nadu, Punjab, West Bengal and Assam abolished theirs earlier; Andhra Pradesh abolished (1985), revived (2007) and resolved to abolish again (2020), then reversed; Jammu and Kashmir's Council ended in 2019; Rajasthan, Odisha and West Bengal have passed resolutions for creation pending in Parliament.
• Positive role: sober second thought, representation of teachers, graduates and local bodies, and space for experts and leaders who lose elections, as in Maharashtra's debates on bills.

How they keep the administration on its toes

• Budget scrutiny: ministries defend allocations and performance before the committees; reports on underspending in health or railway safety have forced reallocations.
• Legislation: detailed clause-by-clause examination with expert and public evidence improved the Companies Bill, the Insolvency Code, the Surrogacy Bill and the Juvenile Justice Bill; the Committee on Information Technology's review shaped data protection debates.

Limits

• Advisory: recommendations are not binding, and acceptance rates are modest; governments often ignore inconvenient reports.
• Declining referral: only about 25 per cent of bills in the 16th Lok Sabha and under 20 per cent in the 17th were referred, compared with 60–70 per cent earlier; major laws such as the farm laws, Jammu and Kashmir reorganisation and the 2023 criminal codes (referred but rushed) escaped meaningful scrutiny.
• Low attendance, short tenures, lack of research staff and secrecy of proceedings reduce effectiveness; chairs allocated by party weight; ministers are not members, so accountability is indirect.

How digital illiteracy and poor ICT access hinder development

• Exclusion from services: DBT, e-KYC, ration and pension portals, Aadhaar updates and PM-KISAN registration require digital access; those without it depend on intermediaries or are excluded, as biometric failures showed.
• Education: during COVID-19, rural children without devices lost nearly two years of learning, widening the gap; online admissions and scholarships penalise the unconnected.

Justification with evidence

• States with higher digital access (Kerala, Karnataka) show faster adoption of e-governance and better outcomes; ICT studies link broadband penetration to GDP growth.
• The digital divide thus converts digital public infrastructure from an equaliser into a new source of inequality.

Counterpoint

• Mobile phones and assisted models (Common Service Centres, Bank Sakhis) have partly bridged access; voice and vernacular interfaces reduce literacy barriers; development also depends on roads, power and institutions, not only connectivity.

Way forward

• Complete BharatNet and affordable 4G/5G; digital literacy missions like PMGDISHA with a focus on women; vernacular and voice-first services; assisted access points in every panchayat; offline alternatives and exception handling; inclusion of digital skills in schools.

Interventions beyond education and empowerment schemes

• Engage men and boys: gender-sensitisation in schools, colleges, the armed forces and workplaces; campaigns like Haryana's 'Selfie with Daughter' and Kerala's gender-neutral school uniforms; parental leave for fathers to share care work.
• Media and popular culture: regulate sexist advertising and content, promote positive portrayals; Doordarshan and OTT storytelling that normalises women's agency.
• Recognise and redistribute care work: public creches, Palna, flexible work, and valuing unpaid labour in national statistics, as the Supreme Court did for homemakers' compensation.
• Legal and institutional reform: criminalise marital rape, enforce the POSH Act with functioning internal committees, gender-sensitive policing with more women officers, fast-track courts and one-stop centres.
• Political representation: implement the 106th Amendment's reservation early and press parties to field women; strengthen women in panchayats against 'sarpanch pati' control.
• Economic levers: property and inheritance rights enforced (Vineeta Sharma, 2020), women's access to credit and markets, procurement quotas for women-led enterprises, safe transport and hostels.

Can they offer an alternative model?

• Innovation and flexibility: Pratham's Teaching at the Right Level, Aravind Eye Care's low-cost surgeries, SEWA's cooperatives and Goonj's relief show models the state later adopted.
• Reach and trust: NGOs work in areas the state neglects, with community participation and empathy; during COVID-19 they ran kitchens, oxygen networks and migrant support.
• Accountability and voice: MKSS's social audits, the Right to Information campaign and Akshaya Patra's mid-day meals combine service with advocacy.

Challenges of this alternative model

• Scale and sustainability: NGOs reach pockets; universal services for 1.4 billion need state capacity and budgets; donor dependence and short funding cycles end projects.
• Accountability: NGOs answer to donors rather than citizens; some lack transparency, as FCRA violations and misuse by a few show; no electoral mandate.
• Regulatory environment: FCRA amendments (2020), licence cancellations and suspicion of 'foreign-funded' activism shrink civic space and divert energy to compliance.
• Capture and inequity: elite or sectarian NGOs may skew priorities; uneven geographical spread, with few in the poorest districts.

Aims and objectives

• Strengthen mutual trust and good-neighbourly relations among members.
• Cooperate in politics, trade, economy, science, culture, education, energy, transport and environment.
• Jointly combat the 'three evils' of terrorism, separatism and extremism through the Regional Anti-Terrorist Structure (RATS) in Tashkent.

Critical examination

• Achievements: regular summits and military exercises (Peace Mission), intelligence sharing on terror, border confidence building, and a platform for dialogue among rivals.
• Weaknesses: dominated by China's agenda, including the Belt and Road which India alone refuses to endorse; Russia–China asymmetry; consensus rule lets India–Pakistan and India–China disputes paralyse outcomes, as when India declined to sign the 2025 defence statement that omitted the Pahalgam attack; little economic integration, no free trade area; perceived anti-Western orientation after Iran's and Belarus's entry; selective approach to terrorism, with Pakistan a member.

Importance for India

• Security: cooperation against terrorism and Afghan-origin threats; access to RATS intelligence; forum to raise cross-border terrorism.
• Connectivity and energy: engagement with Central Asian republics for uranium, oil, gas and the INSTC and Chabahar routes.
• Strategic autonomy: membership alongside the Quad shows multi-alignment; a channel to Russia, Iran and China without Western mediation.

Strength and impact

• Military: Australia will acquire Virginia-class submarines from the 2030s and build the AUKUS-class with the UK, giving it long-range stealth capability; rotational basing of US and UK submarines in Perth from 2027.
• Technology: sharing of nuclear propulsion, previously given only to Britain, and advanced technology integration among three close allies with interoperable forces and intelligence (Five Eyes).

Will it supersede existing partnerships?

• No. AUKUS is a narrow, exclusive military-technology alliance of Anglosphere states; the Quad (India, US, Japan, Australia) is a broader, non-military partnership on vaccines, infrastructure, technology, maritime domain awareness and climate; ASEAN-centred mechanisms and bilateral alliances with Japan, South Korea and the Philippines continue.
• The partnerships are layered and complementary: AUKUS adds hard power, the Quad legitimacy and public goods; Japan and others may join AUKUS Pillar II projects.
• For India, AUKUS is useful as it strengthens Australia, a Quad partner, and distributes the burden of balancing China, but India stays outside military alliances and relies on the Quad, bilateral defence ties and its own capabilities.

Before 2015

• Base year 2004–05; GDP measured at factor cost, which excluded indirect taxes and included subsidies.

After 2015

• Base year 2011–12; headline measure became GDP at market prices (adding product taxes net of subsidies), with Gross Value Added at basic prices for sectors, matching international practice.

Impact and debate

• Growth for 2013–14 was revised from 4.7 to 6.9 per cent, raising questions about MCA-21 data quality, the back series and the gap with high-frequency indicators; the National Statistical Commission's independence came under scrutiny.

Revenue Budget

• Covers receipts and expenditure that do not create assets or reduce liabilities and recur every year.
• Revenue receipts: tax revenue (income tax, corporation tax, GST, customs, excise, net of states' share) and non-tax revenue (interest receipts, dividends from PSUs and RBI, fees, grants).

Capital Budget

• Covers transactions that create or reduce assets and liabilities.
• Capital receipts: borrowings (market loans, treasury bills, external loans, small savings), recovery of loans given to states and PSUs, and disinvestment proceeds; debt receipts create liabilities, non-debt receipts do not.

Improvements in socio-economic conditions

• Security of tenure and ownership: West Bengal's Operation Barga (1978) recorded 1.5 million sharecroppers, guaranteeing them three-fourths of the crop and protection from eviction; output and incomes rose and rural poverty fell faster than the national average.

How it helps

• Water saving: drip irrigation cuts water use by 40–60 per cent in sugarcane, cotton and horticulture; Maharashtra's drip-irrigated sugarcane and Gujarat's groundwater recovery illustrate gains.

Extent of the solution

• Coverage is about 15 million hectares against a potential of 70 million; adoption is concentrated in a few states and in high-value crops; cereals that use most water remain under flood irrigation.

Technical superiority

• Range and layers: engages targets up to 400 km with the 40N6 missile, and uses four missile types (40N6, 48N6, 9M96E/E2) for layered defence from 40 to 400 km and altitudes up to 30 km, against aircraft, cruise and ballistic missiles, drones and stealth targets.

Comparison

• The US Patriot PAC-3 has shorter range (about 160 km) and fewer simultaneous engagements; THAAD targets only ballistic missiles; Israel's systems are specialised. The S-400 combines range, versatility and cost-effectiveness, though the S-500 and Western systems have advantages in ballistic missile defence.

Purpose

• Build a globally interconnected solar and renewable energy grid so that power generated where the sun shines can be transmitted to regions where it is night or demand is high, on the principle that 'the sun never sets'.

When was the idea first floated?

• Prime Minister Modi first proposed One Sun One World One Grid at the first Assembly of the International Solar Alliance in New Delhi in October 2018; the ISA then commissioned feasibility studies, and the concept was merged with the UK's Green Grids Initiative at COP26.

Key points of the 2021 guidelines

• PM2.5: annual mean lowered from 10 to 5 micrograms per cubic metre; 24-hour mean from 25 to 15.
• PM10: annual mean from 20 to 15; 24-hour from 50 to 45.

Differences from 2005

• Much stricter limits for PM2.5, PM10 and NO2 based on new epidemiology; ozone and CO guidelines added or extended; recognition that no safe threshold exists; stronger emphasis on interim targets and equity.

Changes required in India's National Clean Air Programme (NCAP)

• India's National Ambient Air Quality Standards (2009) allow 40 micrograms per cubic metre of PM2.5 annually, eight times the new guideline; NCAP targets a 20–30 per cent (revised to 40 per cent by 2026) reduction in PM10 from 2017 levels in 131 cities, which still leaves most cities far above WHO levels.
• Revise standards and set PM2.5-based, health-linked, time-bound targets with legal backing; shift from city to airshed and regional planning, since rural and transboundary sources contribute much of the pollution.
• Expand monitoring (continuous stations in all cities and rural areas), source apportionment and emission inventories; tie funding to measured outcomes.

Sources of vulnerability

• Tectonics: the Indian plate's collision with Eurasia at about 5 cm a year makes the Himalayan arc, from Kashmir to Arunachal, and the North-East, among the most seismically active regions, with the risk of a 'great' earthquake (magnitude 8+) in the central Himalayan seismic gap.
• Intraplate faults in the peninsula (Kachchh, Koyna, Latur, Narmada–Son lineament) cause rare but destructive quakes.
• Exposure: dense populations in the Indo-Gangetic plain, unreinforced masonry housing, poor enforcement of building codes in rapidly growing cities such as Delhi, Guwahati and Dehradun; hill towns on slopes; dams and nuclear plants near faults.

Major earthquake disasters of the last three decades

• Uttarkashi (1991, M6.8) and Chamoli (1999, M6.8): Garhwal Himalaya, over 1,000 and 100 deaths respectively, landslides and destroyed villages.
• Latur–Killari, Maharashtra (1993, M6.2): intraplate quake in a low-risk zone killed about 10,000 people as stone-and-mud houses collapsed; led to the first large reconstruction programme.
• Jabalpur (1997, M6.0) on the Narmada fault.

Mitigation

• Seismic microzonation, enforcement of IS codes and retrofitting of schools and hospitals, the National Building Code, early warning for Uttarakhand and the Delhi region, and the National Earthquake Risk Mitigation Project under NDMA.

How they contribute

• Globalisation: free capital flows, offshore tax havens, shell companies and trade-based laundering through over- and under-invoicing move funds across jurisdictions faster than regulators can follow, as the Panama and Pandora Papers showed.

Measures at the national level

• Prevention of Money Laundering Act, 2002 with the Enforcement Directorate, Financial Intelligence Unit and attachment of proceeds; 2023 amendments covering crypto exchanges, chartered accountants and politically exposed persons.

Measures at the international level

• FATF standards and mutual evaluations (India rated largely compliant in 2024), including the 'travel rule' for virtual assets; Egmont Group for FIU cooperation.

Impact on internal security

• Critical infrastructure: the 2020 Mumbai power outage was linked to Chinese malware in grid systems; attacks on the Kudankulam nuclear plant's administrative network (2019) and on ports and oil companies show the risk to essential services.

Defensive measures

• Institutions: CERT-In's six-hour incident reporting directions, the National Critical Information Infrastructure Protection Centre, the National Cyber Security Coordinator, the Defence Cyber Agency and the Indian Cyber Crime Coordination Centre.
• Technology: network segmentation and air-gapping of critical systems, zero-trust architecture, encryption, regular audits and red-teaming, indigenous hardware and software, and the National Cyber Security Strategy with sectoral CERTs for power and finance.

Evidence supporting a V-shaped recovery

• Aggregate output regained its pre-pandemic level by the end of 2021–22, and growth stayed strong at 7 per cent in 2022–23 and 8.2 per cent in 2023–24.
• High-frequency indicators rebounded quickly: GST collections, e-way bills, power demand, PMI, rail freight and exports reached record highs; corporate profits and stock markets surged.

Evidence against a uniform V

• The recovery was K-shaped: large firms, formal sector and services like IT recovered fast, while MSMEs, contact-intensive services, hospitality and informal workers lagged; employment and real wages stayed weak and consumption of the bottom half fell.
• Private consumption and investment took longer to regain trend; the economy remained about 8–10 per cent below its pre-pandemic growth path, showing a permanent loss of output.
• Inflation, rising inequality (Oxfam) and the 2021 second wave caused a W-shaped dip in April–June 2021.

Why it drives rapid growth

• Lowers costs of production and logistics (India's logistics cost of 14 per cent of GDP against 8–9 per cent globally), raising competitiveness and exports.
• Crowds in private investment and improves productivity; the Golden Quadrilateral raised manufacturing output in connected districts; power reliability under UDAY and Saubhagya supported industry.

Why it drives inclusive growth

• Rural roads under PMGSY raised farm incomes, school attendance and access to health; electrification of all villages and Jal Jeevan Mission tap connections improved well-being, especially for women.
• Connectivity integrates backward regions: the North-East, the Dedicated Freight Corridors and Sagarmala open markets for the poor.

India's experience and lessons

• Successes: highways network doubled since 2014, electrification, 4G coverage, port efficiency gains.
• Shortcomings: stalled projects and cost overruns, PPP failures and bank NPAs after 2010, land acquisition and environmental conflicts, regional skew towards richer states, neglect of maintenance and urban infrastructure, and user-charge politics.
• Responses: National Infrastructure Pipeline (Rs 111 lakh crore), PM Gati Shakti for integrated planning, National Monetisation Pipeline, InvITs, the National Bank for Financing Infrastructure and Development, and the Kelkar committee's PPP reforms.

Salient features

• Coverage of up to 75 per cent of the rural and 50 per cent of the urban population, identified by states, through the Targeted Public Distribution System.
• Entitlements: 5 kg of foodgrain per person per month at Rs 3 for rice, Rs 2 for wheat and Rs 1 for coarse grains; Antyodaya Anna Yojana households get 35 kg per household; since 2023 the grain is free.

How it has helped

• Hunger: India's calorie poverty and severe hunger fell; the Act enabled free grain to 80 crore people under PM Garib Kalyan Anna Yojana during COVID-19, preventing starvation and distress migration; the share of people below the poverty line declined sharply.
• Malnutrition: NFHS-5 shows child stunting down from 38 to 36 per cent and underweight from 36 to 32 per cent between 2015–16 and 2019–21, with maternity benefits and ICDS meals contributing, though anaemia rose.

Limitations

• A cereal-centric basket does not address protein and micronutrient deficiency; exclusion of eligible households due to the 2011 census cap; patchy maternity benefits (limited to the first child); poor quality of grain; wasting remains near 19 per cent and India ranks low in the Global Hunger Index.

Present challenges

• Policy bias: assured MSP and procurement for rice and wheat, free power and water in Punjab and Haryana make paddy–wheat the low-risk choice; other crops lack procurement.
• Market risk: volatile prices for pulses, oilseeds and vegetables, weak cold chains and processing, and export bans deter diversification.
• Agronomic constraints: lack of high-yielding, climate-resilient varieties for pulses and millets; waterlogged or saline soils unsuited to alternatives.
• Small holdings and credit: limited capital and risk capacity of smallholders; crop insurance gaps.

Opportunities from emerging technologies

• Biotechnology and breeding: drought-tolerant, short-duration pulses and oilseeds, biofortified millets and genome-edited varieties reduce agronomic risk; Bt and HT crops where approved.
• Precision agriculture: soil sensors, drones and satellite data match crops to micro-conditions, enabling intercropping and water-efficient alternatives; micro-irrigation lets farmers grow horticulture on marginal land.
• Digital markets and data: e-NAM, ONDC and AgriStack provide price discovery and demand forecasts, reducing market risk; FPO apps aggregate diverse produce.
• Protected cultivation and hydroponics for vegetables and flowers near cities; vertical farming.

Way forward

• Reform procurement and subsidies, as Haryana's Mera Pani Meri Virasat incentive and Punjab's crop diversification plan attempt; include millets and pulses in PDS; pair technology with assured markets and extension.

Research and developmental achievements

• Vaccines and health: indigenous rotavirus vaccine (Rotavac), Covaxin, the DNA vaccine ZyCoV-D, mRNA and intranasal COVID vaccines; recombinant insulin and biosimilars (Biocon); the CRISPR-based Feluda test; gene therapy trials for sickle-cell disease under the National Sickle Cell Mission; dengue and malaria vaccine candidates.
• Agriculture: Bt cotton made India a top cotton producer; biofortified crops such as high-zinc wheat and rice, protein-rich chickpea; genome-edited rice varieties released in 2025; bio-fertilisers and bio-pesticides; tissue culture bananas.
• Industrial and environmental: second-generation ethanol from crop residue, enzymes for detergents and textiles, bioremediation (TERI's Oilzapper), biodegradable plastics, and microbial treatment of waste.

How these achievements help the poorer sections

• Affordable health: low-cost vaccines under the Universal Immunisation Programme prevent diseases that hit the poor hardest; cheap diagnostics and biosimilar insulin reduce out-of-pocket costs; sickle-cell therapies target tribal communities.
• Nutrition: biofortified staples address hidden hunger among poor households without changing diets; higher-yield and pest-resistant crops lift small farmers' incomes.
• Livelihoods: bio-inputs cut input costs; ethanol and biogas plants create rural jobs and add value to crop waste; tissue culture and dairy technologies raise productivity of marginal farmers.

Impact on everyday life

• Energy-efficient lighting: white LED bulbs convert about 300 lumens per watt in laboratories and over 100 in products, against 16 for incandescent bulbs and 70 for fluorescent tubes, and last up to 100,000 hours. Lighting consumes about a fifth of world electricity, so LEDs cut energy bills and emissions substantially.
• India's UJALA scheme distributed over 36 crore LED bulbs, and the Street Lighting National Programme replaced about 1.3 crore street lights, saving an estimated 47 billion units of electricity and Rs 19,000 crore a year, and reducing peak demand.
• Access for the poor: low power needs allow solar-powered LED lamps and home systems for the 1.5 billion people without reliable electricity, replacing kerosene lamps and their health hazards.
• Displays and electronics: LED backlighting and OLED screens in smartphones, televisions, laptops and billboards; blue LEDs underpin Blu-ray disc lasers, data storage and high-resolution screens.

Major outcomes

• Glasgow Climate Pact: reaffirmed the 1.5°C goal, asked countries to revisit and strengthen 2030 targets by 2022, and for the first time called for a 'phase-down' of unabated coal power and 'phase-out' of inefficient fossil-fuel subsidies, language softened from 'phase-out' at India's and China's insistence.
• Completion of the Paris rulebook: Article 6 rules for carbon markets avoiding double counting, common time frames for NDCs and an enhanced transparency framework.
• Finance: developed countries were urged to deliver the USD 100 billion a year target by 2023, double adaptation finance by 2025, and begin a dialogue on loss and damage; the Glasgow Financial Alliance for Net Zero mobilised private capital.

India's commitments: the 'Panchamrit'

• Reach 500 GW of non-fossil energy capacity by 2030.
• Meet 50 per cent of energy requirements from renewable energy by 2030.
• Reduce projected carbon emissions by one billion tonnes between now and 2030.
• Reduce the carbon intensity of the economy by 45 per cent from 2005 levels by 2030.

Causes

• Natural: steep slopes and weak, fractured or weathered rocks; intense or prolonged rainfall saturating soil, as in Wayanad (2024) and Kedarnath (2013); earthquakes and tremors; river and glacial undercutting; cloudbursts and glacial lake outbursts; freeze–thaw action.
• Anthropogenic: deforestation and loss of root binding; road cutting and widening without slope stabilisation (Char Dham); hydropower tunnelling and blasting; mining and quarrying; unplanned construction on slopes and floodplains, as in Joshimath; terraced farming and plantations replacing forest; improper drainage and leaking pipelines adding water to slopes.

Effects

• Loss of life and property: Malin (2014), Kedarnath, Kavalappara and Wayanad together killed thousands; houses, schools and villages buried.
• Damage to roads, railways, bridges and pipelines, isolating hill communities for weeks; disruption of pilgrimage and tourism.
• Landslide dams on rivers causing flash floods when breached, as on the Rishiganga (2021); siltation of reservoirs.

National Landslide Risk Management Strategy (NDMA, 2019)

• Hazard mapping and zonation: landslide susceptibility and risk maps at appropriate scales by the Geological Survey of India, with a national landslide inventory.
• Monitoring and early warning: instrumentation of critical slopes, rainfall-threshold-based regional early warning systems, and dissemination to communities.
• Awareness and capacity building: training of engineers, planners and communities; curriculum inclusion; mock drills.

Challenges from external state actors

• Pakistan: sponsorship of cross-border terrorism in Jammu and Kashmir and beyond (Pulwama, Pahalgam), infiltration, drones dropping arms and drugs in Punjab, fake currency, support to Khalistani networks and information warfare through social media.
• China: border tensions since Galwan (2020), cyber attacks on power grids and government systems, alleged support to North-East insurgents through Myanmar, debt-driven influence over neighbours, and dual-use infrastructure near the border; collusion with Pakistan.
• Others: Bangladesh and Myanmar instability enabling migration, refugee flows and insurgent camps; hostile propaganda from abroad.

Challenges from non-state actors

• Terrorist groups such as Lashkar-e-Taiba, Jaish-e-Mohammed, ISIS modules and their online radicalisation.
• Left-wing extremism, North-East insurgencies and ethnic conflict (Manipur).
• Organised crime: narcotics, arms and human trafficking, hawala and cyber fraud linked to terror financing.

Multidimensionality

• Threats cut across military, economic, cyber, social and information domains, blur internal and external boundaries, and exploit India's diversity and digital openness.

Measures required

• Intelligence and coordination: strengthen the Multi-Agency Centre, NATGRID, state intelligence and Centre–state cooperation; integrate cyber, financial and human intelligence.
• Border and coastal management: smart fencing, anti-drone systems, the Comprehensive Integrated Border Management System, vibrant border villages.
• Legal and financial: effective use of UAPA, PMLA and FCRA; FATF pressure on state sponsors; terror-finance cells.

Causes

• Political: unresolved disputes such as Kashmir, state sponsorship by Pakistan, foreign occupations and failed states that offer safe havens.
• Ideological and religious: extremist interpretations, radicalisation through madrasas, online propaganda and charismatic preachers; ethnic separatism.
• Socio-economic: unemployment, alienation, discrimination and perceived injustice among youth; poverty exploited by recruiters, as in Left-wing extremism.

Linkages and nexus

• State–terror nexus: intelligence agencies arming and training groups as proxies.
• Terror–crime nexus: narcotics (narco-terror), arms smuggling, fake currency, hawala, kidnapping and extortion fund operations; Dawood Ibrahim's network and Punjab's gangster–terror links.
• Transnational networks: ISIS and Al-Qaida affiliates, foreign fighters, and financing through charities and cryptocurrency.

Measures to eradicate the menace

• Security and intelligence: integrated intelligence through MAC and NATGRID, modern policing, forensic capacity, border and coastal security, anti-drone systems and quick-response forces.
• Finance: strict enforcement of PMLA, UAPA and FCRA, FATF cooperation, regulation of crypto and NGOs, and attacking the crime–terror economy.
• Legal and institutional: speedy trials in special courts, NIA strengthening, witness protection and a Comprehensive Convention on International Terrorism at the UN.

Five ethical traits and their justification

• Integrity: consistency between values, words and actions, and freedom from corruption; included because public power without integrity becomes private gain, as the 2G and coal scams showed.
• Impartiality and objectivity: decisions based on merit and evidence, not caste, religion, party or personal ties; justified because equal treatment under Article 14 is the foundation of citizens' trust.

Use of the matrix

• Each trait can be rated on observable behaviours, through 360-degree feedback, citizen ratings and vigilance records, complementing Mission Karmayogi's competency framework.

Ten essential values for an effective public servant

• Integrity, honesty, impartiality, objectivity, accountability, transparency, empathy, dedication to public service, courage of conviction and respect for the Constitution and rule of law. Together they align with the Nolan principles and the Second ARC's recommended values.

Ways to prevent non-ethical behaviour

• Ethical recruitment and training: test values at entry and build them through Mission Karmayogi, case-based ethics training and mentoring.
• Codes: an enforceable code of conduct and a code of ethics that guide judgement, with periodic reaffirmation.
• Reduce opportunity: simplify rules, digitise services and procurement (GeM, DBT), limit discretion and ensure transparency through proactive disclosure under RTI.
• Accountability institutions: Lokpal, CVC, CAG, vigilance units and social audits; prompt, proportionate punishment of wrongdoing to signal that corruption does not pay.

Strengths

• Objectivity and speed: real-time data on scheme performance (PM Gati Shakti, Aspirational Districts dashboards) allows targeted interventions; DBT removed ghost beneficiaries and saved over Rs 3 lakh crore.
• Transparency: digitised records reduce manipulation; satellite imagery verifies crop damage and encroachments.

Limits and risks

• Garbage in, garbage out: outdated or biased data (SECC 2011 for welfare targeting) produce wrong decisions; biometric failures excluded genuine beneficiaries from rations.
• Reductionism: what is measurable crowds out what matters; Swachh Bharat counted toilets built rather than used.

Why creativity matters

• Dilemmas are often framed as binary choices; creative thinking expands options, finding a 'third way' that serves the spirit of the rule.

Examples

• Armstrong Pame, facing a tribal village cut off for want of a road and no government funds, used social media crowdfunding and voluntary labour to build a 100 km 'people's road', resolving the dilemma between waiting for sanction and meeting urgent need.

Attitudes needed

• Service orientation and empathy towards citizens, especially the vulnerable.
• Objectivity, impartiality and openness to evidence; positive, problem-solving outlook rather than fault-finding.

How to build them

• Early socialisation and education: value education, exposure to diversity and service-learning in schools and universities shape foundational attitudes.
• Recruitment: assess attitude through situational tests, ethics papers and interviews, not only knowledge.
• Training: induction at academies with village immersion, case discussions, role plays and field postings that create direct contact with citizens' problems; Mission Karmayogi's behavioural competencies.

How EI helps without compromising the moral stand

• Self-awareness clarifies what the conscience objects to and separates genuine ethical conflict from mere fear or ego, enabling a principled rather than impulsive response.

Limits and risks

• EI is a skill, not a value; it can be used to rationalise compromise, manage one's guilt or manipulate others. A highly 'emotionally intelligent' officer may smooth over wrongdoing to keep peace.

Ethical dimensions violated by turning refugees back

• Right to life and dignity: sending people to persecution makes the host complicit in the harm; it violates the universal duty of humanity and Article 21, which the Supreme Court has applied to all persons, not only citizens.

Counter-considerations

• States have legitimate concerns of security, demographic change and resources; ethics requires balancing, through screening, registration and time-bound protection, not blanket refusal.

Why they are indispensable

• Rule of law and equality: citizens must receive the same treatment regardless of caste, religion, wealth or political affiliation; partiality converts public office into private patronage.

Illustrations

• District magistrates conducting free and fair polls despite ruling-party pressure; officers who treated riot victims of all communities equally in Gujarat 2002 or Delhi 2020.

Qualification

• Impartiality does not mean indifference to constitutional values: officers must be partial to the Constitution, the poor and the law, and responsive to the elected government's lawful policy.

Why it is essential across public services

• Performance: citizens reveal whether schools teach, hospitals treat and roads exist, which internal audits miss.

Including the judiciary

• Judgments cannot be audited, but court administration can: pendency, vacancies, infrastructure, accessibility and treatment of litigants, through independent court-user surveys; transparency in collegium decisions and asset declarations would deepen accountability without harming independence.

How integrity empowers

• Inner strength and freedom: a person of integrity has nothing to hide and no fear of exposure, which gives the courage to act and speak freely; Gandhi's moral authority over the Empire rested on this coherence.

(b) Critical evaluation

• Option 1 shows courage and commitment but is reckless: it exposes his wife and mother to real danger, as the murder of a predecessor shows, and a lone crusade without institutional support may fail when he is harmed or removed.

(a) Ethical issues involved

• Integrity of examinations: cheating with a teacher's help undermines merit and fairness to honest students.

(b) Ethical dilemmas

• Public safety versus political deadline and career: a bridge failure could kill many, against the minister's inauguration schedule and my promotion.

(c) Professional challenges and response

• Challenges: being overruled by a senior, political pressure, a connected contractor, risk to promotion and blame for delay.
• Response: document the findings; seek an independent structural audit and non-destructive testing; record my dissent in writing to the chief engineer and department head, citing IS codes that mandate rectification; propose a revised schedule with parallel work on other segments; penalise the contractor; and, if ignored, escalate to the secretary or vigilance and refuse to certify the work.

(d) Consequences of overlooking the observation

• Structural failure during or after inauguration, causing loss of life and injury, as the Kolkata flyover collapse (2016) showed.
• Massive financial loss from later repairs or reconstruction, far exceeding the cost of correction now.

(b) Would the decision differ in a private hospital?

• The ethical obligations would remain the same: the duty to treat, protect staff and allocate fairly flows from medical ethics and the right to life, not from ownership. Private hospitals were also bound by the Epidemic Diseases Act and government orders to treat COVID patients.
• Differences would be practical: a private hospital has contractual rather than service obligations with staff, so deployment would rely more on incentives, consent and hazard pay; it may have better resources and PPE but faces financial pressures and cannot deny treatment for inability to pay under government price caps; it would coordinate with the district administration for referrals and reserved beds.

(a) Action by the competent authority

• Immediate action under the Food Safety and Standards Act, 2006: suspend or cancel the product's licence, order recall and destruction of non-compliant stock, and seize rejected export consignments sold domestically.
• Prosecution for selling substandard and misbranded food (sections 51–53) and for unsafe food if health risk is established (section 59), with penalties and imprisonment; recovery of profits made through violation.
• Public disclosure of test results and a consumer advisory; compensation to affected consumers through the Consumer Protection Act, including class action.

(b) Course of action for the company

• Accept responsibility: public apology, voluntary nationwide recall and full cooperation with regulators, as Maggi's recall and relaunch showed can rebuild trust.
• Independent investigation to fix accountability, dismiss responsible executives and disclose findings.
• Fix systems: align domestic and export quality standards, third-party certification, traceability and whistle-blower channels; destroy rejected goods under supervision.
• Compensate consumers and fund health checks; engage transparently with media and consumer groups.

(c) Ethical dilemmas

• Profit versus consumer safety: the company treated Indian consumers as second-class, violating honesty and non-maleficence.
• Double standards: selling rejected exports at home breaches justice and fairness, showing a 'two-quality' mindset.
• Regulator's dilemma: protecting public health and deterrence versus the economic consequences of closure for workers and suppliers.
• Transparency versus reputation: the company's temptation to conceal against its duty to disclose.

(b) Approach for peace and a congenial environment

• At the office: Pawan should separate the boss's behaviour from his own worth, prepare thoroughly to leave no genuine shortcomings, and request a private meeting to seek specific feedback and convey respectfully that public criticism undermines his work. He should propose written communication of expectations and regular reviews, respond to criticism with facts rather than emotion, and maintain dignity. If harassment continues, he should record instances and use the formal grievance channel or seek intervention of the head of department, without personal attacks.

(c) Suggestions as an outsider

• For the boss: recognise that public humiliation destroys morale and productivity; give feedback privately and criticism constructively; separate personal frustrations from professional conduct; seek counselling for his own family stress; practise participative leadership and acknowledge good work.

(d) Training suggested

• For senior officers: leadership and emotional intelligence training, giving constructive feedback, conflict management, stress management and workplace ethics, including prevention of harassment.