Essential upgrades: On upgrades to India’s statistical databases

The updates to India’s statistical system are welcome (स्वागतयोग्य, सुखद), albeit (यद्यपि, हालांकि) long overdue (बहुत समय से लंबित, बहुत विलंबित)

The government has, in recent months, implemented several long-overdue but welcome upgrades (improvement, enhancement, modernization, update) to India’s statistical databases. Wide-ranging (व्यापक, विस्तृत), they cover the way the country measures Gross Domestic Product (GDP) (सकल घरेलू उत्पाद), industrial production, and price changes at the retail, wholesale, and producer levels. These updates have not only made India’s key economic statistics more representative (प्रतिनिधिक, प्रतिनिधित्व करने वाला) of reality, but have also brought them in line with (के अनुरूप, के अनुसार) international best practices. The most basic change across all indices has been the updating of base years (आधार वर्ष). Until recently (हाल तक, कुछ समय पहले तक), the base years for GDP, the Consumer Price Index (CPI) (उपभोक्ता मूल्य सूचकांक), Wholesale Price Index (WPI) (थोक मूल्य सूचकांक), and Index of Industrial Production (IIP) (औद्योगिक उत्पादन सूचकांक) were either 2011 or 2012. As such (in that capacity, in itself, therefore, consequently), these measures (मापदंड, सूचक) were significantly outdated (पुराना, अप्रचलित) and less reflective (प्रतिबिंबित करने वाला, दर्शाने वाला) of reality with each passing year (as time goes by; year by year, progressively, steadily over time). In February, the Ministry of Statistics and Programme Implementation (MoSPI) (the executive ministry of the Government of India that acts as the central authority for the collection, compilation, analysis, and dissemination of official statistical data, while also monitoring the implementation of major government projects and programmes) released the new series of national accounts data (comprehensive statistical records that represent the economic activity and financial health of a nation; macroeconomic statistics, national financial records), including GDP, with a base year of 2022-23. The new series incorporates (include, integrate, embody, absorb) methodological (systematic, procedural, structural, analytical) improvements and new data sources, making it more granular (highly detailed, comprehensive, specific, microscopic) and robust (strong, sturdy, tough, resilient). Some of these, such as (like, for instance, for example, including) the double-deflator approach (an economic statistical method used to compute real value added by deflating the value of gross output and the value of intermediate inputs separately), have long been demanded (request, ask for, urge, call for) by statisticians (an expert in the preparation and analysis of statistics; data analyst, actuary, number cruncher, data scientist) and international bodies, including the IMF.

Similarly, MoSPI had in February also released the new series of the CPI with an updated base year of 2024, a more inclusive (all-encompassing, broad, comprehensive, extensive) basket (in economics, a fixed set of consumer products and services valued on an annual basis to track inflation; assortment, group, collection, selection) of items measured (calculate, compute, estimate, quantify), and more accurate weightages (the value or importance assigned to a particular item in a statistical group or index; value, emphasis, significance, proportion). This has enabled (allow, permit, facilitate, authorize) a more realistic (practical, pragmatic, sensible, rational) reading (interpretation, understanding, assessment, measurement) of retail inflation (the rate at which the prices of everyday consumer goods and services increase over time; consumer price inflation, retail price rise, consumer-level inflation), a key (crucial, vital, essential, pivotal) metric (standard of measurement, measure, gauge, benchmark) in interest-rate (the proportion of a loan that is charged as interest to the borrower, typically expressed as an annual percentage of the loan outstanding; borrowing rate, lending rate) decisions. In early June, MoSPI then released the new series of the IIP as well (too, also, in addition, besides). The base year was updated to 2022-23 and the index’s data collection was strengthened (reinforce, bolster, make stronger, fortify). This, too, eventually (ultimately, in the end, finally, lastly) feeds into more accurate GDP data. The other factor to be highlighted (emphasize, draw attention to, underline, accentuate) is that the data upgrades (enhancement or modernization made to a statistical dataset; statistical improvement, data enhancement, database modernization) have not been limited to just MoSPI. The Ministry of Commerce and Industry also updated its WPI, releasing the new series on Monday. A more accurate WPI and CPI yield (produce, provide, generate, supply) a more accurate GDP deflator (an economic metric that measures the changes in prices for all of the goods and services produced in an economy; implicit price deflator), which strengthens the way that statisticians derive (obtain, deduce, calculate, compute) real GDP growth after having adjusted (modify, alter, regulate, align) for inflation (a general increase in prices and a fall in the purchasing power of money; price rise, rising prices, cost escalation, cost of living increase). The Commerce Ministry also released a new Producer Price Index (PPI) (an economic index that measures the average changes in prices received by domestic producers for their output, acting as a key indicator of inflation at the producer level), which is to replace the WPI in five years. A PPI is the standard among developed economies and provides more information about both goods and service price levels at the producer stage. With all these, the IMF is sure to improve the recurring (repetitive, periodic, cyclical, frequent) ‘C’ grade it has given India’s national accounts data. These, it is hoped, will also be capped off by a time-bound (restricted to a certain time limit; scheduled, deadline-driven, fixed-term, strictly scheduled) release of the new Census (an official count or survey of a population, typically recording various details of individuals; population count, demographic survey, official tally, headcount) with no further delays.

Courtesy: The Hindu

Important Word List With Meaning

1.welcome (adjective)

Hindi Meaning - स्वागतयोग्य, सुखद
English Meaning - pleasing, agreeable, encouraging, positive.

2.albeit (conjunction)

Hindi Meaning - यद्यपि, हालांकि
English Meaning - though, even though, however.

3.long overdue (adjective)

Hindi Meaning - बहुत समय से लंबित, बहुत विलंबित
English Meaning - delayed for a long time, having been needed or expected for a significant period; belated, long-awaited, late, tardy.

4.wide-ranging (adjective)

Hindi Meaning - व्यापक, विस्तृत
English Meaning - comprehensive, extensive, broad, sweeping.

5.Gross Domestic Product (GDP) (noun)

Hindi Meaning - सकल घरेलू उत्पाद
English Meaning - the total monetary or market value of all the finished goods and services produced within a country’s borders in a specific time period; overall economic output, national income.

6.representative (adjective)

Hindi Meaning - प्रतिनिधिक, प्रतिनिधित्व करने वाला
English Meaning - indicative, typical, symbolic, illustrative.

7.in line with (phrase)

Hindi Meaning - के अनुरूप, के अनुसार
English Meaning - in alignment with, in accordance with, conforming to, consistent with.

8.base year (noun)

Hindi Meaning - आधार वर्ष
English Meaning - the foundational set of data points corresponding to a specific year, used as a reference to calculate an economic index; reference year, benchmark year.

9.until recently (phrase)

Hindi Meaning - हाल तक, कुछ समय पहले तक
English Meaning - up to a short time ago; previously, formerly, hitherto, historically.

10.Consumer Price Index (CPI) (noun)

Hindi Meaning - उपभोक्ता मूल्य सूचकांक
English Meaning - an official metric that measures the change in prices of a weighted basket of consumer goods and services over time to track retail inflation.

11.Wholesale Price Index (WPI) (noun)

Hindi Meaning - थोक मूल्य सूचकांक
English Meaning - a macroeconomic indicator that measures and tracks the changes in the price of goods traded in bulk by wholesale businesses to other businesses.

12.Index of Industrial Production (IIP) (noun)

Hindi Meaning - औद्योगिक उत्पादन सूचकांक
English Meaning - a composite indicator that measures the changes in the volume of production of a basket of industrial products during a given period with respect to the volume of production in a chosen base period.

13.measure (noun)

Hindi Meaning - मापदंड, सूचक
English Meaning - metric, indicator, parameter, gauge.

14.outdated (adjective)

Hindi Meaning - पुराना, अप्रचलित
English Meaning - obsolete, outmoded, antiquated, old-fashioned.

15.reflective (adjective)

Hindi Meaning - प्रतिबिंबित करने वाला, दर्शाने वाला
English Meaning - indicative, representative, displaying, revealing

16.measure (verb)

English Meaning - calculate, compute, estimate, quantify.

17.as such (phrase)

English Meaning - in that capacity, in itself, therefore, consequently.

18.upgrade (noun)

English Meaning - improvement, enhancement, modernization, update.

19.key (adjective)

English Meaning - crucial, vital, essential, pivotal.

20.index (noun)

English Meaning - a statistical measure of changes in a representative group of individual data points; indicator, measure, gauge, barometer.

21.with each passing year (phrase)

English Meaning - as time goes by; year by year, progressively, steadily over time.

22.Ministry of Statistics and Programme Implementation (MoSPI) (noun)

English Meaning - the executive ministry of the Government of India that acts as the central authority for the collection, compilation, analysis, and dissemination of official statistical data, while also monitoring the implementation of major government projects and programmes.

23.national accounts data (noun)

English Meaning - comprehensive statistical records that represent the economic activity and financial health of a nation; macroeconomic statistics, national financial records.

24.incorporate (verb)

English Meaning - include, integrate, embody, absorb.

25.methodological (adjective)

English Meaning - systematic, procedural, structural, analytical.

26.granular (adjective)

English Meaning - highly detailed, comprehensive, specific, microscopic.

27.robust (adjective)

English Meaning - strong, sturdy, tough, resilient.

28.such as (phrase)

English Meaning - like, for instance, for example, including.

29.deflator (noun)

English Meaning - a statistical factor designed to remove the effect of inflation.

30.deflate (verb)

English Meaning - to adjust an economic variable (like the value of gross output) to remove the effects of inflation, thereby converting nominal values into real values; adjust for inflation, normalize, discount, reduce.

31.double-deflator approach (noun)

English Meaning - an economic statistical method used to compute real value added by deflating the value of gross output and the value of intermediate inputs separately.

32.demand (verb)

English Meaning - request, ask for, urge, call for.

33.statistician (noun)

English Meaning - an expert in the preparation and analysis of statistics; data analyst, actuary, number cruncher, data scientist.

34.international body (noun)

English Meaning - global organization, transnational institution, international agency.

35.International Monetary Fund (IMF) (noun)

English Meaning - a major United Nations financial agency that promotes global macroeconomic stability, international trade, and provides policy advice.

36.inclusive (adjective)

English Meaning - all-encompassing, broad, comprehensive, extensive.

37.basket (noun)

English Meaning - in economics, a fixed set of consumer products and services valued on an annual basis to track inflation; assortment, group, collection, selection.

38.weightage (noun)

English Meaning - the value or importance assigned to a particular item in a statistical group or index; value, emphasis, significance, proportion.

39.enable (verb)

English Meaning - allow, permit, facilitate, authorize.

40.realistic (adjective)

English Meaning - practical, pragmatic, sensible, rational.

41.reading (noun)

English Meaning - interpretation, understanding, assessment, measurement.

42.retail inflation (noun)

English Meaning - the rate at which the prices of everyday consumer goods and services increase over time; consumer price inflation, retail price rise, consumer-level inflation.

43.metric (noun)

English Meaning - standard of measurement, measure, gauge, benchmark.

44.interest-rate (noun)

English Meaning - the proportion of a loan that is charged as interest to the borrower, typically expressed as an annual percentage of the loan outstanding; borrowing rate, lending rate.

45.as well (phrase)

English Meaning - too, also, in addition, besides.

46.strengthen (verb)

English Meaning - reinforce, bolster, make stronger, fortify.

47.eventually (adverb)

English Meaning - ultimately, in the end, finally, lastly.

48.feed into (phrasal verb)

English Meaning - contribute to, influence, impact, have an effect on.

49.highlight (verb)

English Meaning - emphasize, draw attention to, underline, accentuate.

50.data upgrade (noun)

English Meaning - enhancement or modernization made to a statistical dataset; statistical improvement, data enhancement, database modernization.

51.yield (verb)

English Meaning - produce, provide, generate, supply.

52.GDP deflator (noun)

English Meaning - an economic metric that measures the changes in prices for all of the goods and services produced in an economy; implicit price deflator.

53.(implicit price deflator) IPD/GDP deflator (noun)

English Meaning - GDP deflator, also known as the GDP price deflator or the implicit price deflator, measures the changes in prices for all of the goods and services produced in an economy.

54.derive (verb)

English Meaning - obtain, deduce, calculate, compute.

55.adjust (verb)

English Meaning - modify, alter, regulate, align.

56.inflation (noun)

English Meaning - a general increase in prices and a fall in the purchasing power of money; price rise, rising prices, cost escalation, cost of living increase.

57.Producer Price Index (PPI) (noun)

English Meaning - an economic index that measures the average changes in prices received by domestic producers for their output, acting as a key indicator of inflation at the producer level.

58.recurring (adjective)

English Meaning - repetitive, periodic, cyclical, frequent.

59.C grade (noun)

English Meaning - an average or mediocre rating; acceptable but not excellent quality, average classification, mediocre rating, mid-tier score. (The IMF assesses datasets (like GDP, inflation, and fiscal numbers) using a four-tier scale ranging from A (fully adequate) to D (serious shortcomings).

60.cap off (phrasal verb)

English Meaning - finish, complete, conclude, wrap up.

61.time-bound (adjective)

English Meaning - restricted to a certain time limit; scheduled, deadline-driven, fixed-term, strictly scheduled.

62.Census (noun)

English Meaning - an official count or survey of a population, typically recording various details of individuals; population count, demographic survey, official tally, headcount.