{
  "id": 5547227,
  "title": "On GDP data, reading the evidence beyond the numbers",
  "url": "https://urgent.news/2026/09/04/on-gdp-data-reading-the-evidence-beyond-the-numbers",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-09-04T11:27:38.000Z",
  "source": {
    "name": "The Indian Express",
    "slug": "the-indian-express",
    "url": "https://indianexpress.com/article/opinion/columns/on-gdp-data-reading-the-evidence-beyond-the-numbers-10863290/"
  },
  "original_language": "en",
  "account": "After the June 5 release of India's FY26 GDP estimates, and the Q1FY27 estimates in late August, the Indian economy has been the subject of much discussion. While many view this as a positive sign for the country's economic growth, some experts remain skeptical about the accuracy of the data due to concerns about methodology. In this article, we will delve into the key indicators that support the strength of India's economic expansion and address the lingering doubts.\n\nThe 7.8% real GDP growth in Q1FY27 can be explained by various high-frequency indicators. Commercial vehicle sales increased by 18.3%, indicating that freight and business demand are on the rise as companies invest in expanding their fleets. Capital goods production grew by 15.2%, while machinery and equipment imports surged by 51.5%. Cement production, finished steel consumption, and infrastructure/construction goods also experienced strong growth.\n\nIn terms of consumption, the resilient trend was evident in household vehicle registrations and three-wheelers, suggesting firming discretionary demand. Additionally, non-food bank credit expanded by 18.3% year-on-year at the end of June, outperforming March's 15.9% growth. This broad-based growth across agriculture, industry, and services suggests that the expansion is sustainable.\n\nHowever, one persistent concern is the discrepancy between GDP at current and constant prices, known as GDP deflation. The shift in base-year revision from WPI (Wholesale Price Index) to Output PPI (Producer Price Index) has led to some technical concerns. Although the revised National Accounts have adopted double deflation, where output and intermediate consumption are deflated separately, the simultaneous changes in deflation methods and price databases have made recent movements in the GDP deflator less clear.\n\nIn manufacturing, the GVA deflator is particularly important as it is a major supplier and user of intermediate inputs. Intermediate consumption accounts for 81% of manufacturing output, leaving only 19% as GVA. If the manufacturing GVA deflator had been closer to the non-manufacturing GVA, the overall deflator would have been more in line with public perception. The divergence in manufacturing IIP (Index of Industrial Production) growth and real manufacturing GVA growth can be explained by the fact that input-price inflation often exceeds output inflation, leading to a negative implicit GVA deflator.\n\nIn conclusion, while there are concerns about the reliability of the GDP data and the GDP deflator, the evidence points to a robust and sustainable expansion in the Indian economy. The strong growth in commercial vehicle sales, capital goods production, machinery imports, and other key indicators, coupled with resilient consumption and expanding bank credit, suggests that India's economy is on the right track.",
  "summary": null,
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}