Official Statistics and Data Management in India
MoSPI employs advanced digital platforms and rigorous validation processes to enhance the timeliness, accuracy, and transparency of official statistics like ...
The Ministry of Statistics and Programme Implementation (MoSPI) has implemented robust mechanisms to enhance the timely collection and publication of official statistics. These include digital platforms like Computer Assisted Personal Interview (CAPI) and e-SIGMA for National Sample Surveys (NSS), incorporating real-time validation, AI-enabled chatbots, and multilingual interfaces. Similar digital improvements, geo-tagging, and time-stamping are applied to Consumer Price Index (CPI) data collection (under a new series with Base Year 2024). National Accounts Statistics (NAS) are compiled using SNA 2008, and the Index of Industrial Production (IIP) also benefits from improved data collection and validation. MoSPI ensures transparency and accessibility through an Advance Release Calendar (ARC), a revamped Microdata Portal for anonymized unit-level data, and digital platforms like the GoIStats mobile application and e-Sankhyiki Portal.
Durable syllabus ideas for revision — not article memory.
MoSPI employs advanced digital platforms and rigorous validation processes to enhance the timeliness, accuracy, and transparency of official statistics like ...
Previous year Prelims questions on overlapping themes and topics.
Which of the following brings out the ‘Consumer Price Index Number for Industrial Workers’?
The Labour Bureau, attached to the Ministry of Labour and Employment, is responsible for compiling and publishing the Consumer Price Index Number for Industrial Workers (CPI-IW) in India. This index tracks changes in the retail prices of a basket of goods and services consumed by industrial workers. It serves as a crucial indicator of inflation faced by this specific segment of the population. The Labour Bureau is responsible for maintaining:
- CPI (Industrial Workers) - CPI (Rural Labourers) - CPI (Agricultural Labourers)
In the Index of Eight Core Industries, which one of the following is given the highest weight?
About Eight Core Sectors: These comprise 40.27% of the weight of items included in the Index of Industrial Production (IIP). The eight core sector industries in decreasing order of their weightage:
Refinery Products> Electricity> Steel> Coal> Crude Oil> Natural Gas> Cement> Fertilizers.
Consider the following statements:
1. The weightage of food in Consumer Price Index (CPI) is higher than that in Wholesale Price Index (WPI).
2. The WPI does not capture changes in the prices of services, which CPI does.
3. Reserve Bank of India has now adopted WPI as its key measure of inflation and to decide on changing the key policy rates.
Which of the statements given above is/are correct?
Statement 1 is correct. As per the data given in the Economic Survey 2019-2020, the weightage of food in the Consumer Price Index (CPI) Combined is 45.9% as compared to 24.4% in Wholesale Price Index (WPI). Statement 2 is correct. The CPI measures the average change in prices over time that consumers pay for a basket of goods and services, commonly known as inflation, whereas WPI does not measure the average change in prices. Statement 3 is incorrect. In April 2014, the RBI adopted the Consumer Price Index (CPI) as its key measure of inflation. Hence, option A is the correct answer.
Correct the following statements:
Statement-I: In the post-pandemic recent past, many Central Banks worldwide had carried out interest rate hikes.
Statement-II: Central Banks generally assume that they have the ability to counteract the rising consumer prices via monetary policy means.
Which one of the following is correct in respect of the above statements?
* Statement I- correct: In the aftermath of the COVID-19 pandemic, many central banks around the world observed rising inflation. To combat this inflation, they resorted to raising interest rates. This is a well-established monetary policy tool to curb inflation by making borrowing more expensive and encouraging saving, thereby reducing the money supply in circulation. * Statement II- correct: Central banks are entrusted with maintaining price stability and managing inflation. Raising interest rates is one of the primary instruments they use to achieve this objective. While other factors can influence inflation, central banks do have the ability to significantly impact it through monetary policy measures. Therefore, both statements accurately reflect the role of central banks and their use of interest rates to manage inflation and statement 2 is the correct explanation for statement 1.
Which of the following activities constitute the real sector in the economy?
1. Farmers harvesting their crops.
2. Textile mills converting raw cotton into fabrics
3. A commercial bank lending money to a trading company
4. A corporate body issuing Rupee Denominated Bonds overseas
Select the correct answer using the code given below:
The real sector of the economy includes: Farmers harvesting their crops: This is a primary sector activity where raw materials are produced. Agriculture forms a crucial part of the real sector. Textile mills converting raw cotton into fabrics: This is a secondary sector activity where raw materials are processed into finished goods. Manufacturing industries are considered part of the real sector. The other two options are part of the financial sector: Commercial bank lending money (Financial sector): Banks and other financial institutions provide financial services like lending, borrowing, and investing. These activities facilitate transactions in the real sector but don't directly produce goods or services themselves. Issuing rupee-denominated bonds overseas (Financial sector): This is a financial instrument where a company raises funds by issuing bonds. While it can indirectly support real sector activities by providing capital, it's not directly involved in production. Therefore, the correct code is 1 and 2 only.
With reference to the Indian economy, consider the following statements:
1. If the inflation is too high, Reserve Bank of India (RBI) is likely to buy government securities.
2. If the rupee is rapidly depreciating, RBI is likely to sell dollars in the market.
3. If interest rates in the USA or European Union were to fall, that is likely to induce RBI to buy dollars.
Which of the statements given below is/are correct?
Statement 1 is incorrect. Typically, the RBI uses open market operations to sell government securities to drain money from the system and control inflation. Buying government securities would inject money into the system, potentially fueling inflation further. Statement 2 is correct. Selling dollars in the market - If the rupee is rapidly depreciating, the RBI might intervene in the foreign exchange market by selling dollars from its reserves. This increased supply of dollars in the market can help stabilize the exchange rate and slow down the depreciation of the rupee. Statement 3 is correct. Lower interest rates in the US/EU make India a more attractive destination for foreign investment, leading to a large inflow of dollars. This causes the rupee to strengthen (appreciate). To prevent the rupee from appreciating too rapidly and hurting exporters, the RBI buys the excess dollars from the market.
Consider the following statements :
1. Tax revenue as a percent of GDP of India has steadily increased in the last decade.
2. Fiscal deficit as a percent of GDP of India has steadily increased in the last decade.
Which of the statements given above is/are correct?
Statement 1 is incorrect: Tax revenue as a percent of GDP in India has not steadily increased over the last decade. It has fluctuated — for instance, it rose during periods of strong economic growth but fell during years like 2019–20 and 2020–21 (due to slowdown and the pandemic). Hence, the trend is not steadily upward. Statement 2 is incorrect: Fiscal deficit as a percent of GDP has also not steadily increased. It narrowed from around 4.5% in 2013–14 to about 3.4% in 2018–19, then spiked during the COVID-19 years (to around 9.2% in 2020–21) and has gradually declined since. Thus, there has been no steady increase over the decade.
In India, which one of the following is responsible for maintaining price stability by controlling inflation?
The responsibility for maintaining price stability and controlling inflation in India lies primarily with the Reserve Bank of India (RBI). The RBI formulates and implements monetary policy to maintain price stability and ensure adequate flow of credit to productive sectors of the economy. As the central bank of the country, the RBI uses various tools such as repo rate, reverse repo rate, cash reserve ratio (CRR), and statutory liquidity ratio (SLR) to influence liquidity and interest rates in the economy, thereby affecting inflationary pressures.
Consider the following statements :
I. Pali texts contain the first definite references to coins, e.g., **kahapana**, **nikkha**, **kamsa**, and **kakanika**.
II. The literary evidence from Pali texts is corroborated by archaeological evidence of punch-marked coins from many sites, most of them made of silver.
The above statements have been associated with which of the following ?
1. Emergence of urban life
2. Transition to money economy
Select the answer using the code given below :
The introduction of coinage in ancient India, as evidenced by Pali texts and archaeological finds of punch-marked coins, is a hallmark of the 6th century BCE. This period is associated with two major socio-economic developments: 1. Emergence of urban life: The widespread use of metallic money is a defining feature of the Second Urbanization in the Gangetic valley. The rise of the Mahajanapadas was accompanied by the growth of fortified cities (*nagaras*), organized artisan guilds, and long-distance trade along routes like the *Uttarapatha*, all of which were facilitated by the use of coins. 2. Transition to money economy: The introduction of specific coin denominations like kahapana, nikkha, kamsa, and kakanika marked a definitive shift from a purely barter-based system to a money economy. This transition allowed for standardized pricing, wage payments, and the emergence of complex economic practices such as money-lending (usury), which are extensively documented in early Buddhist literature. Therefore, the given statements are associated with both the emergence of urban life and the transition to a money economy. Therefore, the correct option is C.
With reference to the India economy, consider the following statements:
1. The rate of growth of real Gross Domestic Product has steadily increased in the last decade.
2. The Gross Domestic Product at market prices (in rupees) has steadily increased in the last decade
Which of the statements given above is/are correct?
Statement 1 is incorrect: The rate of growth of real Gross Domestic Product has fluctuated over the decade. Statement 2 is correct: The Gross Domestic Product at market prices (in rupees) has steadily increased in the last decade. Thus, statement 1 is incorrect while statement 2 is correct.
Previous year Mains questions mapped to overlapping GS syllabus topics.
"The reform process in the United Nations remains unresolved, because of the delicate imbalance of East and West and entanglement of the USA vs. Russo-Chinese alliance." Examine and critically evaluate the East-West policy confrontations in this regard.
"Energy security constitutes the dominant kingpin of India's foreign policy, and is linked with India's overarching influence in Middle Eastern countries." How would you integrate energy security with India's foreign policy trajectories in the coming years?
Discuss the distribution and density of population in the Ganga River Basin with special reference to land, soil and water resources.
India aims to become a semiconductor manufacturing hub. What are the challenges faced by the semiconductor industry in India? Mention the salient features of the India Semiconductor Mission.
How can Artificial Intelligence (AI) and drones be effectively used along with GIS and RS techniques in locational and areal planning?
How does nanotechnology offer significant advancements in the field of agriculture? How can this technology help to uplift the socio-economic status of farmers?
MCQs drawn from today's published current affairs.
All three statements are explicitly mentioned in the article. The article states: "the price data for the Consumer Price Index (CPI) are collected through the CAPI system under the new CPI series (Base Year 2024), incorporating real-time validation checks, geo-tagging and time-stamping of observations to strengthen data quality, monitoring, transparency and timeliness."
The article states: "Primary data collection for National Sample Surveys (NSS) are carried out on digital platforms such as Computer Assisted Personal Interview (CAPI) and the e-SIGMA system, incorporating in-built validation checks, real-time data monitoring, AI-enabled chatbots, and multilingual interfaces." Option B accurately captures these key elements.
The article explicitly mentions all four mechanisms: "MoSPI enhances accountability and ensures timely dissemination of statistical products/ publications through the Advance Release Calendar (ARC)... anonymized unit-level survey data are made available through MoSPI’s revamped Microdata Portal... digital platforms such as the revamped MoSPI website, GoIStats mobile application, e-Sankhyiki Portal and APIs for data exchange have enhanced data accessibility and dissemination."
Approach: Introduce the foundational role of statistics in governance and economic planning. Elaborate on how accurate and timely data informs policy decisions, resource allocation, and public accountability. Then, detail MoSPI's technological interventions (e.g., CAPI, e-SIGMA, geo-tagging, real-time validation) and explain their specific contributions to improving data quality, consistency, and reducing time lags, thereby enhancing the effectiveness of governance and policy formulation.
Approach: Begin by defining public trust and accountability in the context of official data. Systematically analyze how MoSPI's technological interventions (e.g., CAPI, real-time validation, geo-tagging, time-stamping) enhance data integrity and reduce potential for manipulation, thereby building trust. Subsequently, explain how transparency initiatives (e.g., Advance Release Calendar, Microdata Portal, GoIStats app) promote accountability by making data accessible and verifiable for stakeholders, fostering greater public confidence.