{
  "purpose": "Correlates WPI item-level series for diesel (HSD) and fertilisers (Urea, DAP) -- the domestic price points where imported mineral-fuel (HS27) and fertiliser (HS31) cost pressure actually lands -- against WPI and CPI headline/food inflation, to test the import-price-to-domestic-inflation transmission described in the cited literature.",
  "source": "MoSPI MCP connector: WPI dataset (base 2011-12), item-level HSD/Urea/Di-ammonium-phosphate plus headline; CPI dataset (base 2012), General/Food-and-Beverages/Oils-and-Fats sub-groups, All-India Combined",
  "method": "Annual April-anchor snapshot (the April index value of each calendar year) for WPI (Apr2012-Apr2026) and CPI (Apr2013-Apr2025), chosen to match this repo's existing FY/annual chart convention rather than a full monthly series.",
  "retrieved": "2026-07-18",
  "series": {
    "wpi_hsd_diesel": {
      "2012": 111.9,
      "2013": 114.6,
      "2014": 130.0,
      "2015": 83.3,
      "2016": 59.1,
      "2017": 81.5,
      "2018": 92.5,
      "2019": 95.5,
      "2020": 76.0,
      "2021": 101.0,
      "2022": 169.3,
      "2023": 171.7,
      "2024": 168.5,
      "2025": 160.0,
      "2026": 200.3
    },
    "wpi_urea": {
      "2012": 101.4,
      "2013": 102.9,
      "2014": 104.4,
      "2015": 109.1,
      "2016": 113.9,
      "2017": 111.3,
      "2018": 112.0,
      "2019": 111.0,
      "2020": 110.7,
      "2021": 109.6,
      "2022": 110.5,
      "2023": 118.4,
      "2024": 116.6,
      "2025": 116.2,
      "2026": 115.4
    },
    "wpi_dap": {
      "2012": 115.5,
      "2013": 136.4,
      "2014": 132.9,
      "2015": 137.7,
      "2016": 133.5,
      "2017": 122.5,
      "2018": 131.3,
      "2019": 145.2,
      "2020": 133.5,
      "2021": 144.9,
      "2022": 159.9,
      "2023": 159.4,
      "2024": 154.0,
      "2025": 152.0,
      "2026": 159.8
    },
    "wpi_headline": {
      "2012": 104.7,
      "2013": 108.6,
      "2014": 114.1,
      "2015": 110.2,
      "2016": 109.0,
      "2017": 113.2,
      "2018": 117.3,
      "2019": 121.1,
      "2020": 119.2,
      "2021": 132.0,
      "2022": 152.3,
      "2023": 151.1,
      "2024": 152.9,
      "2025": 154.2,
      "2026": 167.0
    },
    "cpi_headline": {
      "2013": 106.1,
      "2014": 115.1,
      "2015": 120.7,
      "2016": 127.3,
      "2017": 131.1,
      "2018": 137.1,
      "2019": 141.2,
      "2020": 151.4,
      "2021": 157.8,
      "2022": 170.1,
      "2023": 178.1,
      "2024": 186.7,
      "2025": 192.6
    },
    "cpi_food_and_beverages": {
      "2013": 107.7,
      "2014": 117.6,
      "2015": 124.0,
      "2016": 131.8,
      "2017": 133.5,
      "2018": 137.5,
      "2019": 139.4,
      "2020": 154.0,
      "2021": 158.0,
      "2022": 170.8,
      "2023": 177.9,
      "2024": 191.9,
      "2025": 196.0
    },
    "cpi_oils_and_fats": {
      "2013": 104.4,
      "2014": 107.3,
      "2015": 109.2,
      "2016": 114.8,
      "2017": 118.4,
      "2018": 121.0,
      "2019": 121.9,
      "2020": 135.1,
      "2021": 170.1,
      "2022": 199.5,
      "2023": 174.9,
      "2024": 158.4,
      "2025": 186.0
    }
  },
  "correlations_pearson_r_yoy_growth": {
    "hsd_vs_wpi_headline": 0.917,
    "urea_vs_wpi_headline": -0.418,
    "dap_vs_wpi_headline": 0.477,
    "wpi_headline_vs_cpi_headline": 0.251,
    "hsd_vs_cpi_headline": 0.114,
    "hsd_vs_cpi_food": -0.156,
    "dap_vs_cpi_food": -0.318,
    "urea_vs_cpi_food": 0.161,
    "dap_vs_cpi_oils": 0.287,
    "urea_vs_cpi_oils": -0.391,
    "hsd_vs_cpi_food_lag1": 0.086,
    "dap_vs_cpi_oils_lag1": -0.274,
    "urea_vs_cpi_oils_lag1": -0.52
  },
  "notable_monthly_prints_not_captured_by_april_anchor": {
    "cpi_oils_and_fats_yoy": {
      "2023-06": -18.17,
      "2025-08": 21.24,
      "note": "Full monthly CPI oils-and-fats year-on-year inflation swung from this trough to this peak -- the sharpest reversal of any major CPI sub-group in the 2012-2026 window -- consistent with near 1:1 global-to-domestic pass-through for edible oils per Mishra and Roy (2011-12)."
    }
  },
  "cross_references_in_this_repo": {
    "hs27_mineral_fuels_import_growth_fy18_19_to_fy25_26_pct": 21.2,
    "hs31_fertilisers_import_growth_fy18_19_to_fy25_26_pct": 118.9,
    "hs15_edible_oils_import_growth_fy18_19_to_fy25_26_pct": 97.9,
    "source_file": "data/hsn_historical_trends_2018-19_to_2025-26.json"
  },
  "cited_literature": [
    {
      "author": "James D. Hamilton",
      "title": "Import Prices and Inflation",
      "venue": "International Journal of Central Banking, March 2012",
      "key_point": "Pass-through from import prices to domestic inflation is not a fixed number -- it depends on what caused the import price to change in the first place; raw historical correlation answers a conditional-forecasting question, not a causal one."
    },
    {
      "author": "Rudrani Bhattacharya and Abhijit Sen Gupta",
      "title": "Food Inflation in India: Causes and Consequences",
      "venue": "NIPFP Working Paper 2015-151 (June 2015)",
      "key_point": "SVAR estimates: a 10% rise in fuel inflation raises food inflation ~1% within the same month (transitory); a 10% rise in agricultural-wage inflation raises food inflation 1.6% immediately, rising to 2.4% within 4 months (post-2008: up to 5.5%). Edible oil inflation shows near-1:1 pass-through from global edible-oil prices; cereals show almost none, insulated by trade/procurement policy."
    },
    {
      "author": "Prachi Mishra and Devesh Roy",
      "title": "Explaining Inflation in India: The Role of Food Prices",
      "venue": "India Policy Forum, 2011-12, Vol. 8",
      "key_point": "Degree of global-to-domestic pass-through tracks tradability: edible oils (heavily imported) move almost one-for-one with world prices; rice, wheat, sugar (protected by export bans/procurement) barely move with them."
    },
    {
      "author": "Dr. Ashique Elahi and Dr. Bijoy Kr. Nath",
      "title": "Inflationary Trends and Their Influence on India's Economic Stability",
      "venue": "Journal of Emerging Technologies and Innovative Research (JETIR), April 2025",
      "key_point": "Names global crude oil prices feeding into domestic fuel/diesel costs as 'a classic example of imported inflation in India'; cites RBI finding that inflation above 6% starts to drag on GDP growth."
    },
    {
      "author": "Yogeshwaran A.",
      "title": "An Analysis of Indian Imports and Their Impact on GDP and the Economy",
      "venue": "MBA thesis, Indian Maritime University, 2025",
      "key_point": "Crude petroleum is 23.4% of India's total import bill by value (the single largest line item); fertiliser categories (mixed mineral/chemical, nitrogenous) add roughly another 2%."
    }
  ]
}