When Do Realised Losses Become Subjective Economic Insecurity? Evidence from Cyclone Ana in Malawi
This paper investigates how Tropical Cyclone Ana in Malawi differentially shapes subjective economic insecurity based on the type of realized loss, finding that while farm losses drive immediate financial pessimism and climate risk perceptions, business losses fuel expectations of future deterioration, and pre-existing humanitarian capacity mitigates the link between realized losses and anticipated decline.
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 family in a low-income country faces a sudden disaster, the damage is not just measured in broken roofs or lost harvests. It is also measured in a quiet, internal shift: the fear that tomorrow will be worse than today. This fear, known as economic insecurity, is a powerful force that shapes how people live, work, and plan. Researchers have long studied this feeling in two different ways. One way looks at the hard facts: did a person lose their job, or did their income drop? This is the objective side of insecurity. The other way looks at what people feel and expect: do they worry about their future, or do they believe they will fall into poverty? This is the subjective side. For decades, experts have often treated these two views as different windows looking at the same room, assuming that if a person loses money, they will naturally feel insecure. But in places where safety nets are thin and life depends on the weather, the connection between a real loss and a feeling of fear might be more complicated. Understanding exactly how a physical shock turns into a psychological burden is crucial for designing aid that actually helps people recover, rather than just counting the damage.
A new study set out to untangle this relationship by watching what happened after Cyclone Ana struck southern Malawi in January 2022. The cyclone was a sudden, violent event that arrived in the middle of the growing season, destroying standing crops and leaving thousands of households unsure if they would survive the year. The researcher, Raffaela Grigolli, used this disaster as a natural experiment to see how a real, recorded loss of income translated into a household's sense of security. By combining phone survey data from thousands of Malawian families with official records of where the storm hit hardest and where aid workers were already active, the study traced the path from the wind and rain to the human mind. The goal was to answer two simple but vital questions: when a family loses money, do they immediately feel less secure? And does having humanitarian aid ready before the storm change how they feel about their future?
The results revealed a story that is more nuanced than a simple cause-and-effect chain. When the cyclone hit, it did not knock down every type of income equally. The storm devastated the agricultural sector, which is the lifeblood of most rural families in the region. Families in the hardest-hit districts were significantly more likely to report that their farm income had dropped, with the probability of such a loss rising by roughly 12 to 15 percentage points. However, the same storm did not cause a measurable drop in income from small businesses or total household earnings. The wind and rain had a specific target: the crops. This distinction turned out to be the key to understanding how insecurity spreads.
The study found that the type of loss a family suffered determined how they felt about their financial future, but not always in the way one might expect. Families who lost their farm income immediately felt worse about their current situation. They were more likely to say they were worse off than they had been a year ago, and they became more convinced that extreme weather would hurt their finances in the future. For these families, the loss of the harvest was a direct, tangible link to the climate threat. However, the story was different for families who lost money from their businesses. While a business loss did not make them feel as immediately worse off about their current standing, it did make them expect their finances to deteriorate over the coming year. It seems that when a farm is destroyed, the family sees it as a bad season that will eventually pass. But when a business is damaged, they fear a permanent decline in their ability to earn. The data suggests that households are smart enough to distinguish between a temporary shock to their crops and a deeper injury to their livelihood.
Perhaps the most surprising finding concerned the role of aid. Before the cyclone, some districts had more humanitarian activity, food security programs, and disaster preparedness efforts than others. One might assume that having these resources in place would prevent the loss of income in the first place, or at least stop the feeling of insecurity from taking hold. The study showed that this was not the case. The presence of aid before the storm did not stop farm incomes from falling; the crops were still destroyed regardless of how many aid workers were in the district. However, the aid did change how families reacted to the loss. In districts with more pre-existing aid capacity, families who suffered a loss were less likely to expect their financial situation to keep getting worse over the next year. The aid did not fix the broken crops, but it seemed to calm the fear of a long-term collapse. It acted as a buffer for the mind, even if it could not act as a shield for the harvest.
This research challenges the idea that we can measure economic insecurity just by counting lost wages or damaged assets. It shows that a real loss does not automatically create a feeling of insecurity; the feeling depends on what was lost and what the family expects to happen next. A loss of farm income makes people feel bad about the present and fear the weather, while a loss of business income makes them fear the future. Furthermore, the presence of aid infrastructure does not necessarily prevent the initial pain of a disaster, but it can weaken the link between that pain and the dread of a worsening future. For policymakers and aid organizations, this means that the goal is not just to stop the next storm from destroying crops, but to ensure that when the crops are lost, families have enough support and confidence to believe they will recover. The study leaves us with a clear picture: in the face of extreme weather, the most important thing to protect might not just be the harvest, but the hope that the next season will be better.
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