Which of the following are High Frequency Indicators of the Indian economy? 1. Power Consumption 2. IIP General Index 3. 10-year G-sec yield Select the correct answer using the code below:

Correct — D, 1, 2 and 3. A high frequency indicator is defined by how often the number arrives, not by what it measures. Quarterly national accounts are the authoritative reading of the economy, but they reach the public about two months after the quarter has closed and are then revised, so policymakers watch faster series to judge what is happening now. All-India power consumption is metered and reported daily by the national load despatch system. The Index of Industrial Production general index is compiled monthly by the National Statistical Office and released roughly six weeks after the month it covers. The ten-year government security yield is a traded price that moves every business day and is the quickest available read on how bond markets see growth, inflation and government borrowing. All three arrive at monthly or faster intervals, so none of them can be struck off the list.

• (a)1 only — This keeps only the daily electricity series and treats the other two as slow-moving. The IIP is monthly and the benchmark yield changes with every trading session, so both clear the frequency test comfortably.
• (b)1 and 2 only — The most tempting wrong answer, because it quietly assumes that only physical output counts as an indicator of the economy. A market-determined yield is in fact the fastest of the three, available continuously rather than once a month.
• (c)2 and 3 only — This drops power consumption, which is the one series in the list available at daily resolution and the one that was watched most closely as a real-time activity gauge during the 2020 lockdowns.

Nowcasting is the practice of estimating current economic activity from data that arrive before the official aggregates do. The dashboard that central banks and finance ministries watch mixes physical volumes such as power supplied, rail freight loading, port cargo and vehicle registrations; administrative counts such as GST collections and e-way bills generated; survey readings such as the purchasing managers' indices; and financial market prices such as bond yields and the exchange rate. What binds them together is timeliness — each is available long before quarterly GDP.

The wrong instinct here is to picture an indicator as something a statistical office publishes about factories and farms, which quietly disqualifies the bond yield. The frequency test does the opposite: the yield is the highest-frequency item in the list, since it is set afresh in every trading session, while the IIP appears once a month. It is also worth being honest about the label. High frequency indicator is a descriptive category used in the Economic Survey and in the Finance Ministry's monthly economic reviews, not a closed statutory list, which is why an item asking whether any of these should be excluded has to conclude that none should. Anchor the reading to the August 2023 exam; the dashboard has kept growing since, with digital-payment volumes and toll collections now routinely included.

• Quarterly GDP estimates for India are released about two months after the quarter ends and are revised in later rounds.
• The Index of Industrial Production is a monthly index covering mining, manufacturing and electricity, compiled by the National Statistical Office, with 2011-12 as its base year since the 2017 revision.
• The eight core industries carry a combined weight of about 40 per cent in the IIP and are published a fortnight ahead of it.
• The ten-year benchmark government security yield is set in daily secondary-market trading and anchors the pricing of rupee debt.
• A high-frequency series buys timeliness at the cost of coverage and precision; it is a nowcast, not a replacement for the national accounts.

• Assuming only physical-output series count, and striking off the financial-market variable.
• Confusing the IIP with the index of eight core industries, which is a subset of it.
• Reading a high-frequency series as if it measured the same thing as GDP.

Asked as a multi-statement inclusion item, where the examiner wants to see whether you accept a traded market price as an economic indicator alongside official statistics.

No directly related past PYQ was found.

• practice — not a real PYQ

  The index of eight core industries carries approximately what weight in the Index of Industrial Production?

  • (a)About 20 per cent
  • (b)About 40 per cent
  • (c)About 60 per cent
  • (d)About 80 per cent

  Answer(b) About 40 per cent — the eight core industries together account for roughly 40 per cent of the IIP, which is why their release is read as an early signal of the full index.

• practice — not a real PYQ

  Quarterly estimates of India's Gross Domestic Product are released by which one of the following?

  • (a)Reserve Bank of India
  • (b)National Statistical Office
  • (c)NITI Aayog
  • (d)Department of Economic Affairs

  Answer(b) National Statistical Office — the NSO under the Ministry of Statistics and Programme Implementation compiles and releases the national accounts; the RBI and the Department of Economic Affairs use them rather than produce them.