As Navratri approaches, excitement fills the air. This vibrant festival brings students and communities together in celebration....

UPSC ISS 2025 Final Result Declared: Full List & Key Highlights ISS RESULT 2025 The Union Public Service Commission (UPSC)  has declared...

🌟 Congratulations to All Successful Candidates of UPSC Indian Statistical Service (ISS) Examination 2025! 🌟 The team at Sunrise...

Why does India still conduct a decennial Census when large-scale surveys like PLFS and NFHS already exist? ✅ Answer The Population Census is a process of complete enumeration , where information about every person and household in the country is collected. In India, it is conducted once every ten years under the Census Act, 1948 . On the other hand, surveys such as the Periodic Labour Force Survey (PLFS) or the National Family Health Survey (NFHS) are sample surveys —they

Q. What is the difference between Census and Sample Surveys in Official Statistics, and why does India still conduct a Population Census every 10 years despite having large-scale surveys like NSSO and NFHS? ✅ Answer A Census  is a complete enumeration  of the entire population. Every individual and household is covered, and information is collected on multiple aspects such as demographic details, housing, literacy, occupation, etc. In India, the Population Census is conducte

Q. What is the key advantage of the Periodic Labour Force Survey (PLFS) compared to earlier Employment–Unemployment Surveys (EUS)? Explain in detail. The Periodic Labour Force Survey (PLFS) , launched by the National Statistical Office (NSO) in 2017, represents a major reform in India’s labour statistics system. Earlier, the Employment–Unemployment Surveys (EUS)  under the National Sample Survey (NSS) were conducted once every five years. This gave important long-term labour

Should India move towards real-time employment statistics? Background: Current data: PLFS (annual + quarterly), EPFO/ESIC/NPS (administrative), CMIE (private). Problem: Delays in official surveys → policy blind spots. Real-time stats possible with big data  (EPFO, GST, e-Shram, digital payrolls). Balanced Answer: Yes, real-time statistics can improve policy response, but methodological rigor must be ensured. High-frequency data helps detect shocks (like COVID). However, real-

Which is more reliable—EPFO data or PLFS? Background: EPFO data:  Administrative payroll data, covers formal sector workers enrolled in provident fund. High frequency, but excludes informal sector (~80% of India’s workforce). PLFS data:  Household survey, nationally representative, covers both formal and informal employment. Balanced Answer: For overall employment/unemployment, PLFS is more reliable  since it covers all categories. EPFO is useful for tracking formal sector p

Was the delay in releasing PLFS (2017–18) political? Background: PLFS (Periodic Labour Force Survey)  replaced NSS Employment-Unemployment Survey. The 2017–18 PLFS report  showed India’s unemployment at 6.1% , the highest in 45 years. Its release was delayed until after the 2019 general elections → sparked debate on political interference. Balanced Answer: Officially, MoSPI cited “methodological transition” as the reason. However, the delay raised doubts. From a professional

The Reserve Bank of India (RBI) has released its much-awaited Grade B (Direct Recruitment) Notification 2025 for General, DEPR, and...

Background: India’s GDP grew rapidly in the 2000s and post-2014. Yet, Labour Force Participation Rate (LFPR)  and Worker-Population Ratio (WPR)  remained low, especially for youth and women. Term “jobless growth” means GDP rises but employment does not grow proportionally. Balanced Answer: Yes, evidence suggests jobless or low-employment growth in certain phases. Services and capital-intensive sectors contributed most to GDP but created fewer jobs. Manufacturing and agricultu

Is GDP growth overstated because informal sector is under-measured? Background: Informal sector = ~80% of employment in India. After 2011–12, estimation shifted to “blow-up” methods using corporate proxies, reducing reliance on direct informal surveys. Critics say this underestimates shocks (like demonetisation or COVID) on informal economy. Balanced Answer: Yes, informal sector is less visible in GDP. Post-2011–12 methods rely heavily on formal sector benchmarks, so downturn

Should India adopt Green GDP despite government hesitation? Background: Green GDP  adjusts national income by accounting for environmental degradation and resource depletion. India has published experimental estimates (via MoSPI and Ministry of Environment), but not adopted officially. Balanced Answer: Yes, India should move toward Green GDP—it reflects sustainability. But valuation of natural resources (forests, biodiversity, pollution costs) is difficult. Data gaps, interna

Do India’s GDP figures reflect ground reality? Background: GDP is a macro indicator —good for aggregate growth, but it may not capture...

Background: In 2015, India changed its GDP base year from 2004–05 to 2011–12 . Methodological improvements included using MCA21 corporate filings , improved deflators, and expanded coverage of sectors. But growth rates for 2012–2014 looked much higher than earlier estimates, creating controversy. Balanced Answer: The revision was technically aligned with UN System of National Accounts (SNA 2008). However, critics argued that MCA21 data overstated the formal sector, ignored in

Why was the 2017–18 Consumer Expenditure Survey withheld? 👉 Answer: The 2017–18 Consumer Expenditure Survey was withheld by the Government, citing “data quality issues.” Reportedly, the results showed a decline in average household consumption expenditure for the first time in decades, which was inconsistent with other macroeconomic indicators such as GDP growth and inflation trends. Since these results had direct implications for poverty estimation, living standards assessm

NSO releases several flagship reports. Can you name a few related to the economy? Answer: Yes, the NSO releases multiple flagship reports  that are critical for understanding India’s economic situation. Some major ones are: National Accounts Statistics (NAS):  GDP, GVA, savings, investment. Periodic Labour Force Survey (PLFS):  Employment and unemployment indicators. Annual Survey of Industries (ASI):  Industrial output, employment, wages, capital. Index of Industrial Product

What was the rationale behind merging CSO and NSSO into the National Statistical Office (NSO)? Answer: The merger of the Central Statistics Office (CSO)  and the National Sample Survey Office (NSSO)  into a single body called the National Statistical Office (NSO)  was announced in May 2019  under the Ministry of Statistics and Programme Implementation (MoSPI). Background: CSO : Responsible for National Accounts Statistics, GDP, IIP, inflation data, environment statistics, and

Answer: Index numbers are formulas used to measure relative changes in prices or quantities over time. Laspeyres Index: Uses base-year quantities as weights .​​ Advantage:  Easy to compute (quantities fixed at base year). Limitation:  Tends to overstate inflation  (does not account for substitution effect). Paasche Index: Uses current-year quantities as weights . Advantage:  Reflects current consumption pattern. Limitation:  Requires current-period quantities → data collectio

Which CPI does RBI use for inflation targeting? Why not WPI? RBI’s choice: RBI uses CPI-Combined (2012=100)  as the nominal anchor for inflation targeting under the Monetary Policy Framework (2016) . Why not WPI? Producer bias:  WPI reflects wholesale prices, not consumer experience. Excludes services:  WPI covers only goods, while services form ~50% of GDP. Volatility:  WPI heavily influenced by global commodity prices (oil, metals). Policy mismatch:  Monetary policy is aime