Featured Research
Macroeconomic Insights: Asia-Pacific Tries to Contain the Oil Shock
Across the Asia-Pacific, policymakers are throwing subsidies, tax cuts, reserve releases, and pricing controls at rising fuel costs in an attempt to delay or smooth an external energy shock from becoming a broader inflation problem (Figure 1). But that strategy is...
Macroeconomic Insights: Asia-Pacific Tries to Contain the Oil Shock
Across the Asia-Pacific, policymakers are throwing subsidies, tax cuts, reserve releases, and pricing controls at rising fuel costs in an attempt to delay or smooth an external energy shock from becoming a broader inflation problem (Figure 1). But that strategy is producing a clear divide. Some economies still have room to cushion the blow. Others remain highly exposed to imported energy, currency weakness, and second-round effects that policy can only delay, not eliminate.
Figure 1

Figure 1 shows Brent crude following a similar trajectory, climbing from around $60–80 per barrel to above $115 in a matter of weeks. The speed and scale of both moves underline why the policy responses discussed below are being tested so aggressively across the region.
China — Most Administratively Controlled
China’s inflation curve looks relatively unchanged for now. While authorities have raised regulated ceiling prices for gasoline and diesel, they have also moved quickly to protect domestic supply, including an immediate ban on refined fuel exports in March. The broader point is that China still has more administrative control over domestic energy pricing than most peers, and that gives it a stronger capacity to contain first-round pass-through.
The risk is not so much an immediate retail fuel shock as a broader cost shock if elevated oil and gas prices persist long enough to spill into upstream production, logistics, and supply chains. In other words, China looks insulated in the short run, but not immune if the external shock becomes prolonged.
Indonesia — Fiscal Smoothing Still Doing the Work
Indonesia’s 12-month inflation forecast has shifted up materially, but the government is still using fiscal support and administered prices to keep the consumer impact from accelerating too quickly. Subsidized fuel prices have been kept unchanged, even as non-subsidized fuel prices were allowed to rise in March.
Additional buffers include unchanged electricity tariffs for April to June 2026, the possible revival of the B50 biodiesel programme, and a rice stabilization programme running from March through end-2026. The implication is that Indonesia remains exposed, but the state is still carrying much of the adjustment burden. As in Malaysia, that fiscal absorption comes at a cost, and the longer subsidies persist, the larger the quasi-fiscal transfer from government to consumers.
Japan — Inflation Pressure Is Rising Again
Japan is more complicated. Some easing in food price pressures has helped contain inflation, but that relief is increasingly being offset by higher energy costs and still-elevated staple prices, especially rice. In response to the oil shock, Japan has started releasing a record 80 million barrels from national reserves, even as average gasoline prices have climbed to a record ¥190.8 per litre. At the same time, the government resumed gasoline subsidies on March 19, 2026, initially subsidizing fuel at ¥30.2 per litre in an effort to push average pump prices back toward ¥170 per litre.
South Korea — Rising Expectations, Strong Policy Response
South Korea’s 12-month inflation forecast has also shifted up materially, with energy indicators pointing to stronger near-term pass-through. But, as in Japan, the policy response is active and aggressive. Authorities are leaning on a biweekly fuel price cap, sizeable oil reserves, and an extension of fuel tax cuts through end-April to suppress transmission.
Further buffers may come from higher nuclear and coal utilization, as well as additional support for vulnerable households. That should help contain the first-round inflation effect, but the move in inflation expectations is the real warning sign. Once expectations start moving, administrative containment gets harder. South Korea is still buffered for now, but shifting expectations are the key risk to that buffer, and the country is less comfortably positioned than the headline controls suggest.
To read the rest, visit our latest Substack post here.
Research Archive
Macroeconomic Insights: U.S. Inflation Outlook Under Another Trump Presidency
As U.S. economic conditions continue to evolve, Turnleaf will actively monitor inflation trends and publish regular updates to keep you informed. Our focus remains on leading...
Macroeconomic Insights: Turkey’s Two-Front Fight with Inflation and the Lira
Turkey’s central bank has adopted a stringent monetary policy to combat inflation, a stark departure from previous unorthodox strategies. With borrowing costs now at a benchmark...
Inflation Outlook for Canada in October 2024- Producer Optimism, Consumer Pains
Canada’s inflation outlook is shaped by a complex mix of declining energy costs, rising food prices, and evolving trade dynamics. At Turnleaf Analytics, we’re closely tracking...
How Bad is Too Bad? Japan’s Reckoning with Inflation and New Leadership
Japan’s battle with inflation has become a key issue, reshaping public sentiment and influencing recent election results. With the Liberal Democratic Party (LDP)–Komeito...
Turnleaf’s Inflation Outlook for Brazil: Rising Costs Amid Currency Pressures
Turnleaf’s Brazil’ inflation outlook for the next 12 months has undergone an upward revision, driven by several significant factors. While shipping costs have eased, inflationary...
Turnleaf’s October 2024 Economic Forecast: Deflationary Pressures Persist in China
Turnleaf Analytics’ forecast for YoY NSA CPI published in October 2024 suggests an inflation trajectory expected to remain well below 2% over the coming 12 months. Specifically,...
FILS Europe 2024 Takeaways
Paris is home to many things, the Eiffel Tower, the Arc de Triomphe, burgers (ok, I made that one up!). In recent years, Paris' financial community has grown, and indeed, every...
Don’t look back in hanger steak
I'm currently in the queue for Oasis tickets. Rather than mindlessly watching the counter of people in the queue ahead of me fall (currently 184,984 people), I thought I'd start...
The Olympic spirit for forecasting
The Olympics finally finished, and the Paralympics are about to begin. I managed to go to some of the Olympic football matches in both Lyon (in the photo above) and Nice. The...
Eleven years of independence
Regrets become ever more edged with the passing of time. Recalling a time long gone, when perhaps a decision made, was not the decision you should have made, wastes little more...
The human part of machine learning forecasts
I've seen a few videos showing a robot making a burger (here's one of RoboBurger for example). It seems pretty impressive that a machine can create a fresh burger. However, one...
Takeaways from Eagle Alpha London 2024
Over the years the number of datasets which have come to the market have increased significantly. How do data buyers in the buy and sell side find such data? One way has been to...
Takeaways from Berkshire Hathaway 2024
It's springtime in Omaha. It can mean only one thing, the Berkshire Hathaway shareholder meeting is back in town. It is a relatively unusual event in the financial calendar....
Using experience in financial research
I end up buying a lot of books. Inevitably, I end up reading far fewer books than I end up buying. The unread books peer at me from my bookcase, knowing they'll likely never be...
Forecasts and decisions
A lot of measurements go into the perfect burger. First, there's the patty. What is the weight of the patty? How much fat is in the patty? Then there's the other parts. How much...