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Examining the K-Shaped Pattern in Gasoline Consumption Post Price Spike
Banking · Words by Rajashri Chakrabarti, Thu Pham, Beck Pierce, and Maxim Pinkovskiy · Released
A recent analysis reveals significant disparities in gasoline spending across income groups following a price surge, highlighting a K-shaped response in consumption patterns.

In March 2026, energy prices surged to their highest levels in four years, significantly impacted by the Iranian closure of the Strait of Hormuz amidst ongoing regional conflicts. This increase in energy prices has triggered a notable divergence in gasoline expenditures across various income tiers, revealing a pronounced K-shaped pattern in consumption. A recent study utilizing the new consumer spending module from the Economic Heterogeneity Indicators has shed light on these consumption behaviors, delineating how different households are managing their gasoline spending.

Gasoline Spending Trends in March 2026
The analysis utilized data from a panel of 200,000 respondents sourced from the analytics firm Numerator, focusing on spending at gas stations as a reliable indicator for gasoline consumption. The findings indicate a cumulative growth in gasoline station spending of over 15% in March 2026, allowing it to rise from 10% below the January 2023 level to 5.5% above it. Notably, this increase coincided with a 3% decline in real gasoline consumption, as reported by the Advance Monthly Retail Trade Survey (MARTS), which indicated a similar 14.5% increase in gasoline station spending for the same period.

Consumption Patterns by Income Group
To further understand the impact of the price surge on gasoline spending, households were categorized into three distinct income groups: low-income (less than $40,000 annually), middle-income ($40,000 to $125,000), and high-income (over $125,000). The high-income bracket comprises approximately one-third of all households. The observed consumption patterns reveal stark variations across these groups. While low-income households increased their nominal gas spending by only 12%, they reduced their real gas consumption by 7%. High-income households, conversely, experienced the greatest nominal increase in spending at 19%, with only a modest decline in real consumption of 1%. Middle-income households exhibited intermediate spending and consumption behaviors.

Historical Context: A Comparison with Previous Price Shocks
The phenomenon of divergent spending in response to rising energy prices is not a new trend but resonates with patterns observed during the spring and summer of 2022, amid the Russia-Ukraine conflict. At that time, energy prices surged similarly, creating a temporary spike that reflected a K-shaped consumption pattern, albeit with smaller magnitudes in the gaps observed compared to recent trends. Between January and July 2022, nominal spending on gasoline increased more significantly for middle- and high-income households while low-income households saw significant drops in real consumption.

Interestingly, following that episode, nominal and real spending rebounded to pre-shock levels once energy prices moderated in late 2022. The current context, contrastingly, demonstrates a more substantive K-shaped divergence, with higher-income households only modestly reducing their real consumption while dramatically increasing their expenditure, while lower-income households tightened their consumption much more to cope with elevated prices, potentially relying on alternatives such as public transit or carpooling.

Implications and Future Monitoring
The K-shaped pattern observed in gasoline consumption suggests significant socioeconomic implications. Higher-income households may continue to spend robustly, potentially reflecting resilience against rising energy costs. In contrast, lower-income households appear to face continuous pressure, indicating a potential increase in financial strain as they balance limited budgets against rising essential expenses like fuel.

Going forward, the monitoring of these trends through the Economic Heterogeneity Indicators will be crucial in understanding the longer-term effects of energy price shocks on different segments of society. The disparities highlighted in gasoline consumption could foreshadow broader economic divides, particularly if fuel costs remain volatile. Stakeholders across retail, transportation, and policy sectors should be aware of these developments to gauge the encompassing impacts on consumer behavior and market dynamics.

Overall, the current examination of gasoline spending patterns elucidates a substantial K-shaped response, reflecting increased financial strain on lower-income households amidst significant spending growth for their higher-income counterparts. As the energy landscape evolves, these consumption behaviors will provide key insights into economic health and consumer resilience in the face of rising energy costs.
