Why in the News?

• The Ministry of Statistics and Programme Implementation (MoSPI) has introduced a new GDP series with 2022-23 as the base year, leading to a downward revision in nominal GDP and higher fiscal deficit ratios.

What’s in Today’s Article?

• New GDP Series (Background, Key Changes, Impact on Fiscal Deficit, Debt-to-GDP Ratio, Implications, Significance, etc.)

Background of the New GDP Series

• GDP rebasing is a standard statistical practice undertaken periodically to reflect structural changes in the economy, incorporate improved data sources, and refine estimation methodologies.
• India has shifted the base year for GDP calculations to 2022-23 from the earlier base year.
• According to MoSPI, the revised series reflects better databases and updated methods, which generally lead to adjustments in GDP levels.
• However, unlike some past revisions that increased GDP size, the latest revision has reduced India’s nominal GDP estimates for recent years.

Key Changes in Growth and Size

• One of the most notable changes is in the real GDP growth rate for 2023-24. Growth, earlier estimated at 9.2% under the old series, is now revised to 7.2% under the new series.
• More importantly, the nominal GDP level has been reduced by around 3-4% for 2025-26 and the previous three years.
• For 2025-26, the second advance estimate under the new series places nominal GDP at Rs. 345 lakh crore, about 3.3% lower than earlier estimates.
• This downward revision means that the overall size of the Indian economy, in rupee terms, is now assessed to be smaller than previously calculated.

Impact on Fiscal Deficit Ratios

• A reduction in nominal GDP has direct implications for fiscal metrics because ratios such as fiscal deficit-to-GDP and debt-to-GDP depend on the size of GDP.
• The Union Budget had targeted a fiscal deficit of 4.4% of GDP for 2025-26. However, using the revised nominal GDP figure under the new series, the fiscal deficit ratio increases to 4.5%.
• Similarly, earlier years’ fiscal deficits have also been revised upward:

• 2022-23: from 6.5% to 6.7%
• 2023-24: from 5.5% to 5.7%
• 2024-25: from 4.8% to 4.9%

• For 2026-27, the government has set a fiscal deficit target of 4.3% of GDP, amounting to Rs. 16.96 lakh crore.
• Achieving this target under the new GDP base will require nominal growth of 13-14%, significantly higher than the 10% nominal growth assumption used in the Budget.
• This creates pressure on fiscal consolidation efforts and may require recalibration of borrowing plans.

Debt-to-GDP Ratio and Fiscal Anchor

• The GDP revision also affects the debt-to-GDP ratio, which has become an important fiscal anchor in recent years.
• Estimates suggest that the Centre’s debt-to-GDP ratio could rise from 56.2% to 58.1% in 2025-26 under the revised GDP figures.
• Even with 10% nominal growth in 2026-27, the debt ratio may remain above the target of 55.6% outlined in the Budget.
• Thus, while the fiscal deficit in absolute rupee terms remains unchanged, its ratio to GDP becomes less favourable due to a smaller denominator.

Implications for the $4-Trillion Economy Goal

• Becoming a $4-trillion economy is seen as a milestone on India’s path to becoming a developed nation by 2047.
• However, the reduction in nominal GDP under the new series makes this goal more challenging.
• At an exchange rate of Rs. 90.98 per US dollar, India’s GDP in 2025-26 is estimated at around $3.8 trillion.
• Assuming 10% nominal growth and a stable exchange rate, India could cross the $4-trillion mark in 2026-27.
• However, exchange rate dynamics play a crucial role. A depreciation of the rupee reduces GDP in dollar terms even if rupee GDP rises.
• The example of Nigeria, where rebasing significantly altered GDP size, illustrates how statistical revisions and currency movements can influence global economic rankings.
• Thus, both domestic growth and currency stability will determine progress toward the $4-trillion milestone.

Broader Significance of GDP Rebasing

• GDP rebasing is not unusual and reflects improvements in statistical systems. According to MoSPI, revisions typically become smaller as databases improve over time.
• For policymakers, however, such revisions have real consequences. They influence fiscal planning, borrowing strategies, international comparisons, and macroeconomic credibility.

Context:

• The silver jubilee of the Ministry of Development of North Eastern Region (DoNER) offers an opportunity to reflect on India’s approach to the development and integration of the Northeast.
• Established by Atal Bihari Vajpayee, the ministry aimed to address long-standing neglect of the region.
• While recent years under the present PM of India have seen increased financial commitment, the economic development alone is insufficient, and emotional and societal integration is equally important for national unity.

Evolution of the DoNER Ministry:

• Creation and early challenges:
  • The Ministry of DoNER was established in 2001 to overcome administrative neglect and developmental gaps in Northeast India.
  • In the decade following its creation, the ministry reportedly suffered from policy neglect and limited impact.
• Recent improvements:
  • Budget allocation increased by 152%, from ₹2,332 crore (2014–15) to ₹5,892 crore (2023–24).
  • Infrastructure and connectivity initiatives have expanded. However, identity recognition and social integration remain weak.

Need for Emotional Integration:

• Beyond economic development: Development is not only about infrastructure and investment; it also requires recognition of cultural identity and dignity.
• Key issues:
  • Racial discrimination and stereotyping against Northeastern people.
  • Lack of awareness about Northeast India in the mainland.
  • Weak sense of shared national identity.
• Recent incidents of racial abuse against youth from Arunachal Pradesh highlight the persistence of social prejudice and ignorance.

Concept of “OWNER” (Our Wonderful North East Region):

• The transforming idea of DoNER into “OWNER” — symbolises collective national ownership and emotional connection with the Northeast.
• This vision stresses mutual respect, cultural understanding, shared ethos, and national integration.

Border Areas and National Integration:

• The issue extends beyond the Northeast to other strategically important border regions, including Jammu and Kashmir, Ladakh, Andaman and Nicobar Islands, Lakshadweep.
• These regions require comprehensive policies for emotional integration, especially targeting the younger generation.

Policy Recommendations for Integration:

• Curriculum reform:
  • Include dedicated lessons on Northeast and border regions in Classes V–X. Coverage should include history, geography, culture, literature, and society.
  • It will reduce knowledge gaps and stereotypes.
• Border area studies in universities:
  • Establish Departments of Border Area Studies, similar to regional studies programmes such as Latin American or African Studies.
  • Promote academic research and knowledge creation.
  • Proposal to include Border Area Studies in competitive examinations, including UPSC.
• Mandatory civil service exposure:
  • IAS and IPS officers from non-border states must serve at least two years in border areas.
  • This will help in experiential learning, better administration, and greater cultural sensitivity.
• Sister school and college partnerships:
  • Establish institutional linkages between schools in border regions and non-border regions.
  • Activities may include cultural exchange, joint projects, and student interaction. This can build early emotional bonds across regions.
• National recognition of regional heroes:
  • Border regions have produced many national icons (Lachit Borphukan, Bhupen Hazarika, Moji Riba, Gopinath Bordoloi, Rani Gaidinliu) whose contributions remain under-recognised.
  • Celebrating their anniversaries nationally would strengthen shared historical consciousness, promote national integration, and build a common national ethos.

Challenges and Way Forward:

• Social challenges: For example, persistent racial prejudice, cultural stereotyping, and limited social interaction with mainland India. Promote people-to-people contact initiatives, and encourage cultural exchange and tourism.
• Institutional challenges: Fragmented policy approach, limited academic focus on border regions, and weak coordination among states. Develop a National Policy for Emotional Integration of Border Areas.
• Educational challenges: Inadequate representation of Northeast India in textbooks, and low awareness among students. Strengthen education-based integration programmes.
• Administrative challenges: Limited field exposure of civil servants, and policy implementation gaps. Expand academic research on border regions. Integrate development and identity recognition in policy planning.

Conclusion:

• Twenty-five years after its creation, the DoNER Ministry has improved developmental outcomes in Northeast India, but true national integration requires more than financial investment.
• Transforming DoNER into an “OWNER” vision — rooted in respect, awareness and emotional connection — can help build a stronger and more inclusive India.
• Sustainable integration will depend on educational reform, administrative exposure and cultural recognition, ensuring that border regions are not just geographically but emotionally integral to the nation.

Context

• India stands at a decisive moment in its development journey. Its demographic dividend, lasting until 2040, offers a rare opportunity to transform a youthful population into productive human capital.
• However, this opportunity demands systemic reform in vocational education and skill development.
• Despite ambitious initiatives such as the 2020 National Education Policy, structural weaknesses in financing, governance, and industry participation continue to limit outcomes.
• Without a shift toward a demand-driven, accountable, and employer-owned model, the demographic advantage risks turning into a demographic burden.

Historical Neglect of Vocational Education

• International Comparisons
  • Several European Union countries and China have institutionalised strong vocational systems, enrolling nearly 50% of secondary students in vocational streams.
  • In many advanced economies, vocational education receives around 2% of the education budget; in China and Germany, it reaches 11%.
  • India, by contrast, enrols only 1.3% of its secondary students in vocational education.
  • This reflects decades of policy neglect, delayed focus on school education, and insufficient prioritisation of skill pathways.
  • Limited public data and fragmented schemes across ministries further weaken transparency and coordination.
• Fragmented Financing and Policy Instability
  • Skill initiatives frequently rely on annual Budget announcements, leading to policy instability and short-lived programmes.
  • Schemes are often celebrated one year and forgotten the next. Underutilisation of allocated funds and weak implementation reveal structural inefficiencies.
  • Such inconsistency undermines long-term planning and prevents the development of a stable skills ecosystem.

Policy Ambition versus Ground Reality

• The National Education Policy (2020)
  • The 2020 National Education Policy aims for 50% of learners to be exposed to vocational education by 2025.
  • However, exposure does not guarantee integration, certification, or employability.
  • A meaningful transformation requires mainstreaming vocational education within the formal system and elevating its social and economic status.
• Accountability Concerns and CAG Findings
  • Audits by the Comptroller and Auditor General of India of the Pradhan Mantri Kaushal Vikas Yojana reveal persistent governance failures.
  • Financial reporting delays, invalid bank accounts, and limited placement outcomes expose deep financial impropriety and weak accountability.
  • Only about 41% of short-term trainees secured placements, highlighting the limitations of a quantity-driven approach focused on enrolment numbers rather than sustainable employment.
  • The continued emphasis on short-term training without quality assurance, monitoring, and labour market alignment has yielded modest returns.
  • Institutional learning and reform have lagged behind policy ambition.

Reimagining Skill Financing: Three Reform Proposals

• Skill Loans: Shifting Power to Students
  • A significant portion of public expenditure on skills could be redirected toward skill loans for students rather than operational funding for institutions.
  • This approach would:
    • Empower students with informed choice
    • Encourage competition among training providers
    • Improve quality assurance through market discipline
    • Promote demand-driven development
• Skill Vouchers: Promoting Lifelong Learning
  • Skill vouchers place purchasing power directly in the hands of learners.
  • Since funding follows the trainee rather than the institution, providers are incentivised to deliver measurable outcomes.
  • Vouchers support lifelong learning, targeted upskilling in AI, digital and green sectors, and greater inclusion of women in the workforce.
  • They also encourage school leavers to consider vocational pathways instead of defaulting to degree inflation.
  • International experience demonstrates that voucher systems create competitive and responsive markets aligned with evolving labour demands.
• Skill Levies: Ensuring Employer Ownership
  • A Reimbursable Industry Contribution (RIC) model links employer contributions to payroll and reimburses firms when training is conducted.
  • This mechanism ensures industry ownership, stable funding insulated from political cycles, and stronger alignment with real workforce needs.
  • Transitioning from an employer-engaged to an employer-owned system would deepen private sector responsibility and reduce excessive dependence on government funding.

The Way Forward: The Need for Real-Time Labour Market Intelligence

• Effective skills planning requires accurate and continuous labour market data. Periodic skill gap studies are insufficient in a rapidly evolving economy.
• A modern labour market information system should integrate anonymised data from online job platforms, use data analytics and AI modelling, and make aggregated insights available through the National Career Service portal.
• Real-time intelligence would align training supply with actual demand, enhance transparency, and support evidence-based policymaking.

Conclusion

• India’s demographic window is narrowing. Harnessing the demographic dividend requires bold structural reform in vocational education and skill development.
• Sustainable financing, institutional accountability, employer ownership, and real-time labour market intelligence are central to transformation.
• With decisive action, India can convert its demographic advantage into long-term economic strength and global competitiveness. Without reform, the opportunity may pass unfulfilled.

Context

• The Sixteenth Finance Commission (SFC) operated with considerable autonomy, drawing its mandate directly from constitutional provisions.
• It examined the two core pillars of India’s fiscal federalism: vertical devolution (distribution between Centre and States) and horizontal devolution (distribution among States).
• While it preserved certain structural features of earlier commissions, it introduced important shifts affecting fiscal balance, constitutional responsibility, and the principle of equalisation.

Vertical Devolution: Fiscal Space and Constitutional Mandate

• Background: The 42% Shift and Its Aftermath
  • A major restructuring occurred under the Fourteenth Finance Commission, which raised the States’ share in the divisible pool from 32% to 42%, citing the discontinuation of plan grants.
  • This was later revised to 41% after the reorganisation of Jammu and Kashmir and retained by the Fifteenth Finance Commission.
  • The Sixteenth Commission maintained the 41% benchmark, granting it semi-permanence.
  • However, the Centre expressed concerns about shrinking fiscal space, prompting adjustments outside the divisible pool framework.
• The Issue of Cesses and Surcharges
  • The Centre increasingly relied on non-shareable cesses and surcharges, reduced funding for centrally sponsored schemes, and declined certain grants recommended earlier.
  • Since cesses and surcharges are excluded from the divisible pool, their expansion effectively narrows the States’ share of total central revenue.
  • Instead of firmly addressing this under its constitutional mandate, the Commission proposed a grand bargain: States would accept a smaller share of a larger pool if cesses were merged into regular taxes.
  • Although pragmatic, this approach did not fully reinforce the spirit of Articles 270 and 280.
• Trends in Effective Transfers
  • Effective transfers (tax devolution plus grants) averaged about 27–28% of the Centre’s pre-transfer gross revenue during the Eleventh to Thirteenth Commissions.
  • This rose sharply to 35.6% under the Fourteenth Commission and moderated to 34.4% under the Fifteenth.
  • For 2026–27, the first year of the Sixteenth Commission’s award, the ratio stands at 32.7%.
  • The projections assume 11% nominal GDP growth, higher than budget estimates, and do not fully account for revenue-reducing GST reforms of September 2025.
  • These assumptions may affect the credibility of long-term fiscal projections and signal a relative contraction in States’ fiscal capacity.
• Discontinuation of Revenue Deficit and Sector-Specific Grants
  • The discontinuation of revenue deficit grants and the absence of sector-specific grants mark a major departure.
  • Such grants traditionally addressed revenue gaps and structural cost disabilities.
  • Their removal limits scope for calibrated adjustments and weakens redistributive flexibility within the system.

Horizontal Devolution: Efficiency Versus Equalisation

• Introduction of the Contribution Criterion
  • A new contribution criterion was introduced, measured through a state’s share in aggregate
  • While intended to reward efficiency, GSDP reflects market-driven concentration of capital and migration patterns rather than fiscal prudence.
  • High-income States benefit from structural advantages, not necessarily superior fiscal management.
• Dual Use of GSDP and Conceptual Tensions
  • GSDP was used in opposite ways: the income distance criterion favours lower per capita GSDP States, whereas the contribution criterion rewards higher GSDP States.
  • To moderate extremes, the square root of GSDP was applied.
  • Even so, the same indicator simultaneously advances equity and performance, creating conceptual inconsistency between efficiency and equity objectives.
• Dropping the Fiscal Discipline Criterion
  • The removal of the fiscal discipline or tax effort criterion contradicts the emphasis on performance.
  • This criterion directly measured fiscal responsibility and revenue mobilization.
  • Its exclusion reduces incentives for prudent financial management and shifts emphasis toward output-based indicators rather than governance quality.

Distributional Impact: Gains and Losses

• States Experiencing Losses
  • Compared to the Fifteenth Commission, significant States such as Madhya Pradesh, Uttar Pradesh, West Bengal, Bihar, Odisha, Chhattisgarh, and Rajasthan faced reductions.
  • Several smaller and north-eastern States, including Arunachal Pradesh, Meghalaya, Manipur, Nagaland, Tripura, Sikkim, and Goa also experienced losses. Gains among richer States were uneven.
• The Case for Equalisation Grants
  • Article 275 provides for grants-in-aid addressing State-specific needs, particularly in health and education.
  • Well-designed equalisation grants can offset disparities arising from formula changes.
  • The complete withdrawal of such mechanisms limits corrective capacity and risks widening inter-State disparities.

Conclusion

• The Sixteenth Finance Commission preserved the 41% devolution benchmark but avoided assertive intervention on expanding cesses and surcharges.
• The reduction in effective transfers, optimistic growth assumptions, and discontinuation of revenue gap grants signal a cautious recalibration of fiscal federalism.
• In horizontal distribution, the adoption of a GSDP-based contribution measure introduces tension between performance incentives and the constitutional goal of balanced development.
• The long-term impact on cooperative federalism, regional equity, and sustainable public finance will unfold over time.

About Yadava Dynasty:

• The Yadava Dynasty, also known as the Seuna Dynasty, ruled around 12th–14th-in central India.
• At its zenith they ruled a vast kingdom stretching from the River Tungabhadra to the River Narmada, including modern Maharashtra, the north of Karnataka, and parts of Madhya Pradesh.
• Originally a feudatory of the Eastern Chalukyas of Kalyani, the dynasty became paramount in the Deccan under Bhillama (c. 1187–91), who founded Devagiri (later Daulatabad) as his capital.
• Under Bhillama’s grandson Singhana (reigned c. 1210–47), the dynasty declared independence and reached its height, as the Yadava campaigned against the Hoysalas in the south, the Kakatiyas in the east, and the Paramaras and Chalukyas in the north.
• Later rulers continued expansionist wars with varying success.
• During the reign of the last Yadava king, Ramachandra (reigned 1271–c. 1309), a Muslim army commanded by the Delhi sultan Alauddin Khilji invaded the kingdom in 1294 and imposed tributary status.
• A later attempt to throw off the vassalage brought another Delhi army; Ramachandra was imprisoned but was later released and remained loyal to Delhi until his death.
• In a further attempt, his son and successor died in battle, and the kingdom was annexed by the Khilji empire in 1317.
• The foundations of Marathi culture were laid by the Yadavas, and the peculiarities of Maharashtra's social life developed during their rule.
• The Hemadpanti architectural style (stone masonry without mortar) is associated with this period.

About Carbon-14:

• Carbon has three main isotopes: carbon-12, carbon-13, and carbon-14. The first two are stable.
• Carbon-14 is a radioactive isotope of carbon.
• It is created in the atmosphere through the bombardment of nitrogen by cosmic rays.
• It has six protons and eight neutrons in its nucleus.
• It is used in radiocarbon dating to determine the age of organic substances by measuring its decay over time.

What is Radiocarbon Dating, or Carbon-14 Dating?

• It is a method that provides objective age estimates for carbon-based materials that originated from living organisms.
• It is based on the fact that living organisms—like trees, plants, people, and animals—absorb carbon-14 into their tissue.
• When they die, the carbon-14 starts to change into other atoms over time.
• Carbon-14 has a half-life of approximately 5,730 years (i.e., half the amount of the isotope present at any instant will undergo spontaneous disintegration during the succeeding 5,730 years).
• Because carbon-14 decays at this constant rate, an estimate of the date at which an organism died can be made by measuring the amount of its residual carbon-14.
• Over the years, carbon-14 dating has also found applications in geology, hydrology, geophysics, atmospheric science, oceanography, paleoclimatology, and even biomedicine.

About Gitchak nakana:

• It is a new species of groundwater fish.
• It belongs to a newly described genus within the family Cobitidae (loaches).
• Named Gitchak nakana, the species draws from the Garo language, “Gitchak” meaning red, referencing its striking blood-red live colour, and “na-tok” and “kana” referring to a blind fish.
• It displays classic subterranean adaptations, or troglomorphies: no externally visible eyes, a translucent, pigmentless body, and extreme miniaturization.
• It is the most unusual among other groups due to the complete lack of a skull roof, with the brain covered dorsally only by skin.
• It lives in aquifers, groundwater habitats far more difficult to access.
  • While more than 300 fish species worldwide are known from subterranean habitats, the vast majority inhabit caves.
  • Fewer than 10 percent are known from groundwater aquifers, making such discoveries rare.

About Porcelain:

• It is a type of ceramic material that is highly durable and has high-performance characteristics due to its production process.
• It is made from a combination of natural materials including kaolin (china clay), feldspar, and quartz.
• Porcelain was first made in China—in a primitive form during the Tang dynasty (618–907 CE) and in the form best known in the West during the Yuan dynasty (1279–1368 CE).
• The word porcelain is derived from porcellana, used by Marco Polo to describe the pottery he saw in China.
• There are three major types of porcelain historically used in dinnerware and decorative pieces: hard paste, soft paste, and bone china.
• Properties of Porcelain:
  • High material density.
  • Smooth, glossy surface, which is particularly translucent and gives porcelain products a refined, elegant character.
  • High resistance to scratches and breakage, making it ideal for everyday use as well as special occasions.