Featured Research
Macroeconomic Insights: El Niño and the Inflation Outlook for the Year Ahead
A developing El Niño is becoming an important force in the inflation outlook over the next year. By shifting global rainfall patterns, it can bring drought to some regions and heavy rain to others, with the greatest economic impact often felt through food production....
Macroeconomic Insights: El Niño and the Inflation Outlook for the Year Ahead
A developing El Niño is becoming an important force in the inflation outlook over the next year. By shifting global rainfall patterns, it can bring drought to some regions and heavy rain to others, with the greatest economic impact often felt through food production. The Niño 3.4 sea-surface temperature anomaly has already crossed the El Niño threshold and is expected to strengthen further around the turn of the year.
The effects are likely to fall most heavily on emerging markets, especially those that are major agricultural producers, though the impact will vary by region. Drought across Southeast Asia, Australia and parts of India threatens crops such as rice, wheat, sugar, palm oil, coffee and cocoa. In South America, the picture is more mixed. El Niño can hurt coffee-growing regions in Colombia and northern Brazil, while bringing potentially beneficial rains to the grain belts of Argentina and southern Brazil.
Markets tend to price these risks quickly, often before actual crop shortfalls appear, but the pass-through to retail food prices is slower, typically taking six to sixteen months. The inflation impact is therefore likely to emerge with a lag, building through the year ahead and falling most heavily on food-sensitive emerging markets.
What previous episodes show
Figure 1 puts the current risk in historical context by comparing headline and food CPI inflation across nine emerging markets around select El Niño episodes. The shaded periods mark the 2015–16 super El Niño, the weaker 2018–19 episode, and the strong 2023–24 event.
Figure 1

The main message is that the inflation impact has been uneven but often clearest in food CPI. During 2015–16, food inflation rose sharply in several countries shown, including India, Brazil, Peru and South Africa, while the response was more limited or less persistent in Indonesia, Thailand and Malaysia. In 2023–24, food inflation again picked up notably in markets such as the Philippines, Indonesia, Thailand, South Africa, Peru and Colombia, with headline inflation generally moving less dramatically.
This pattern is consistent with El Niño acting primarily as a food-price shock. The pass-through to headline inflation depends on the size of the food basket, the persistence of the shock, exchange rates, policy responses and whether higher food prices spill over into broader inflation expectations.
How we measure and incorporate it
Because many crop, harvest and local supply indicators are released with a lag, and CPI captures the shock only after it reaches consumers, we track the chain as it develops. We anchor on the family of Niño-region sea-surface-temperature anomalies. The Niño 3.4 anomaly in the central Pacific is the broadest and most widely used official ENSO gauge, with readings above +0.5°C signaling El Niño and below -0.5°C signaling La Niña (Figure 2).
Figure 2

We complement it with region-specific anomalies tied to individual economies, using Niño indices where they have stronger historical links to local weather and food-price outcomes, including Niño 1+2 for coastal South America and Niño 4 for parts of Southeast Asia. Alongside these we track a granular set of satellite-observed variables tracked country by country including precipitation rate, snow depth, soil moisture content, sea surface temperature, sea surface wind speed, column water vapour and cloud liquid water. Availability varies with geography, so the input set is tailored to each country. We then add the conventional building blocks of food inflation, such as crop and harvest statistics and global food-price benchmarks. On top of these we layer high-frequency alternative data that reveals pressure before it reaches the consumer, such as freight activity, fertiliser and futures prices, and scraped retail prices from local supermarkets.
Overall, we expect El Niño to add upward pressure first to food inflation over the coming year. The headline effect should be strongest in emerging markets with large food baskets, weaker currency buffers and higher sensitivity to food-price shocks, and more muted across advanced economies unless the shock persists or feeds into broader inflation expectations.
Research Archive
Macroeconomic Insights: Norway CPI – Hey It’s Okay, Mistakes Happen
The Norway Statistical Institute recently revised the latest CPI print from 3.3% to 3.1%, correcting an error in electricity-price calculations that overstated inflation. Despite...
Macroeconomic Insights: Abu Dhabi GDP Forecast
Turnleaf expects Abu Dhabi GDP growth to slow to 2-3%YoY in the next two quarters before hitting 7%YoY in 2026Q1 and then falling back to a bit over 3%YoY by June 2026 (Figure...
Macroeconomic Insights: Switzerland CPI – Escaping Deflation
Turnleaf expects Switzerland inflation to oscillate around 0% over the next 12 months with some indication of healthy price growth towards the tail-end of our forecast (Figure 1...
Macroeconomic Insights: Japan CPI – Nigiri Sushi Inflation
As of September 2025, Japan's inflation profile remains dominated by food price dynamics. The headline 2.9% YoY reading reflects a disproportionate rice contribution—despite...
U.S. Government Shutdown and the October 2025 CPI Print
The BLS released the September 2025 CPI print on October 24, nine days after its originally scheduled October 15 release date, following a partial recall of staff during the...
Quant Strats London 2025
Quant Strats has been a feature of the quant calendar for a number of years. I went to my first event recently after a couple of years. The event has evolved somewhat over time,...
Macroeconomic Insights: Brazil CPI — Food Costs, Currency Dynamics, and the Path to 4%
Brazilian inflation has proved particularly sticky, driven by persistent wage growth, global trade dynamics, and elevated food inflation from weather-related supply constraints....
Macroeconomic Insights: UK September 2025 CPI Analysis
UK CPI for September 2025 declined to 3.8% YoY, falling below market expectations of 4.0% (vs. Turnleaf estimate of 3.94%). The decline was primarily driven by sustained lower...
Macroeconomic Insights: Japan CPI – Subsidies Reset
Japan’s CPI over the next two months will be shaped by a mix of expiring and newly introduced subsidies. Over the past two years, national electricity and gas subsidies have...
Macroeconomic Insights: Australia CPI – Could Higher Unemployment Change Everything?
Turnleaf expects Australia's 12-month inflation forecast path to remain close to the Reserve Bank's upper bound 3% target range as stronger than expected demand continues to...
Macroeconomic Insights: China CPI — Will the Chinese New Year Be Enough?
China's headline CPI rose to -0.3% YoY in September 2025, still capped by food deflation and soft energy prices. Core CPI printed 1.0% YoY, above headline but still subdued as...
Macroeconomic Insights: United States CPI – Core CPI to Drive Inflation Trends
Core Goods and Core Services are steering U.S. inflation in the second half of 2025. According to Turnleaf’s U.S. inflation models, Core Goods will be driven by short-lived...
WBS Training Palermo Conference 2025
Italy is made up of twenty regions, each of which is very different from another, from Veneto to Lazio to Puglia. Two weeks ago I visited Sicily. Perhaps unsurprisingly for an...
Macroeconomic Insights: United Kingdom CPI Gets a Boost
Turnleaf’s Oct 9, 2025 nowcast for September 2025 prints slightly higher than the Oct 1, 2025 weekly, reflecting a mix of policy and pricing signals that point to firmer levels...
Macroeconomic Insights: France CPI– Consumers are Waiting for Something Bad to Happen
Consumers are waiting for something bad to happen. Industrial weakness and worries about the government dominate the story, and French households are preparing for the worst. As...