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Price insurance or cash-flow insurance? Energy subsidies and targeted transfers in a heterogeneous-agent economy

Calibrated to Morocco, this paper demonstrates that in a heterogeneous-agent economy, replacing generalized energy subsidies with targeted cash transfers significantly enhances consumption and welfare stabilization against oil-price shocks by directing fiscal resources toward high-marginal-propensity-to-consume households, despite increasing short-run inflation pass-through.

Original authors: Elhoussin Ouassou, Oguzhan Ozcelebi, Zhuhua Jiang, Rim El Khoury, Seong-Min Yoon

Published 2026-10-22
📖 5 min read🧠 Deep dive

Original authors: Elhoussin Ouassou, Oguzhan Ozcelebi, Zhuhua Jiang, Rim El Khoury, Seong-Min Yoon

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

When a country relies heavily on imported fuel, a sudden spike in global oil prices creates a painful dilemma for its government. The leaders must choose between two paths to protect their citizens. They can keep the price of energy low for everyone by using public money to subsidize the cost, effectively shielding the entire population from the shock. Or, they can let the prices rise to reflect the true cost of the fuel, but use that same public money to send direct cash payments only to the poorest families who are struggling the most. This choice is not just about economics; it is about how to best protect a household's ability to buy food and pay bills when the world around them becomes more expensive. To understand which path works better, researchers must look at how different families react to money. Some families, often those with little savings, spend almost every extra dollar they receive immediately on necessities. Others, who already have savings, might save that extra money or spend it slowly. This difference in spending habits is crucial because it determines whether a government's help actually stops people from going hungry or simply adds to the general pool of money without changing their daily lives much.

A team of economists set out to solve this puzzle by building a detailed computer simulation of the Moroccan economy, a place where many people work in informal jobs or farming, and where families have very little financial buffer against shocks. They created a virtual world populated by thousands of different households, each with unique incomes, savings, and spending habits. In this simulation, they tested what would happen if a major oil price shock hit the country. They compared the traditional approach of keeping energy prices artificially low for everyone against a modern approach of letting prices rise but giving cash directly to the most vulnerable families. The researchers found that the old method of subsidizing energy for everyone is actually quite inefficient at protecting the poor. Because the subsidy lowers the price for everyone, including the wealthy who do not need help, the money gets spread too thin. In their model, only about one-tenth of the benefit from these broad subsidies actually reached the families who were most likely to spend it immediately on essential needs.

When the researchers switched the strategy to targeted cash transfers, the results changed dramatically. By directing the same amount of government money specifically to the poorest households, they found that the protection for the average family became much stronger. In the simulation, when an oil shock occurred, the loss in total spending for the country dropped from more than one percent to about half a percent when the government used targeted transfers instead of broad subsidies. The well-being of the population, measured by how much they could consume and how secure they felt, improved significantly. However, this improvement did not come without a cost. Because the government stopped absorbing the price shock, the prices of goods in the virtual economy rose faster and higher than they did under the subsidy system. The inflation rate jumped from ten percent to over fourteen percent in the short term. This revealed a clear trade-off: the policy that best keeps prices stable is not the same policy that best keeps families' bank accounts stable.

The study also looked at how the different types of work in the economy affect these outcomes. In Morocco, as in many developing nations, the workforce is split between formal factory jobs, informal street work, and agriculture. The researchers discovered that when a shock hits, the way wages change in these different sectors determines how much money actually reaches the households. For instance, a bad harvest affects farm workers' wages immediately, which then ripples out to change what everyone else can afford. The simulation showed that ignoring these differences in how wages adjust would lead to a wrong understanding of how a policy helps or hurts people. The researchers also checked if money sent home by relatives working abroad, known as remittances, could save the day. They found that while these remittances help individual families, they are not strong enough to change the overall result of the policy choice.

Ultimately, the research suggests that for countries facing volatile energy prices, the most effective way to protect the poor is not to freeze prices for everyone, but to let prices adjust and send cash directly to those who need it most. This approach accepts that prices will rise temporarily, but it ensures that the money meant for protection actually reaches the hands of the people who will spend it to survive. The study does not claim this is a perfect solution, noting that it requires a government capable of accurately identifying who is poor and sending them money quickly. But in the complex reality of a developing economy, the simulation indicates that the old habit of subsidizing fuel for everyone is a less effective shield against poverty than the more direct approach of cash transfers. The choice, therefore, is not between a good policy and a bad one, but between two different kinds of insurance: one that protects the price tag on a bottle of gas, and another that protects the family's ability to buy dinner.

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